manyi/venv/Lib/site-packages/Naked/toolshed/c/benchmarking.c

/* Generated by Cython 0.20.1 on Sun Mar 16 22:58:12 2014 */

#define PY_SSIZE_T_CLEAN
#ifndef CYTHON_USE_PYLONG_INTERNALS
#ifdef PYLONG_BITS_IN_DIGIT
#define CYTHON_USE_PYLONG_INTERNALS 0
#else
#include "pyconfig.h"
#ifdef PYLONG_BITS_IN_DIGIT
#define CYTHON_USE_PYLONG_INTERNALS 1
#else
#define CYTHON_USE_PYLONG_INTERNALS 0
#endif
#endif
#endif
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02040000
    #error Cython requires Python 2.4+.
#else
#define CYTHON_ABI "0_20_1"
#include <stddef.h> /* For offsetof */
#ifndef offsetof
#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
#define CYTHON_COMPILING_IN_PYPY 1
#define CYTHON_COMPILING_IN_CPYTHON 0
#else
#define CYTHON_COMPILING_IN_PYPY 0
#define CYTHON_COMPILING_IN_CPYTHON 1
#endif
#if CYTHON_COMPILING_IN_PYPY
#define Py_OptimizeFlag 0
#endif
#if PY_VERSION_HEX < 0x02050000
  typedef int Py_ssize_t;
  #define PY_SSIZE_T_MAX INT_MAX
  #define PY_SSIZE_T_MIN INT_MIN
  #define PY_FORMAT_SIZE_T ""
  #define CYTHON_FORMAT_SSIZE_T ""
  #define PyInt_FromSsize_t(z) PyInt_FromLong(z)
  #define PyInt_AsSsize_t(o)   __Pyx_PyInt_As_int(o)
  #define PyNumber_Index(o)    ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \
                                (PyErr_Format(PyExc_TypeError, \
                                              "expected index value, got %.200s", Py_TYPE(o)->tp_name), \
                                 (PyObject*)0))
  #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \
                                  !PyComplex_Check(o))
  #define PyIndex_Check __Pyx_PyIndex_Check
  #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message)
  #define __PYX_BUILD_PY_SSIZE_T "i"
#else
  #define __PYX_BUILD_PY_SSIZE_T "n"
  #define CYTHON_FORMAT_SSIZE_T "z"
  #define __Pyx_PyIndex_Check PyIndex_Check
#endif
#if PY_VERSION_HEX < 0x02060000
  #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt)
  #define Py_TYPE(ob)   (((PyObject*)(ob))->ob_type)
  #define Py_SIZE(ob)   (((PyVarObject*)(ob))->ob_size)
  #define PyVarObject_HEAD_INIT(type, size) \
          PyObject_HEAD_INIT(type) size,
  #define PyType_Modified(t)
  typedef struct {
     void *buf;
     PyObject *obj;
     Py_ssize_t len;
     Py_ssize_t itemsize;
     int readonly;
     int ndim;
     char *format;
     Py_ssize_t *shape;
     Py_ssize_t *strides;
     Py_ssize_t *suboffsets;
     void *internal;
  } Py_buffer;
  #define PyBUF_SIMPLE 0
  #define PyBUF_WRITABLE 0x0001
  #define PyBUF_FORMAT 0x0004
  #define PyBUF_ND 0x0008
  #define PyBUF_STRIDES (0x0010 | PyBUF_ND)
  #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES)
  #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES)
  #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES)
  #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES)
  #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE)
  #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE)
  typedef int (*getbufferproc)(PyObject *, Py_buffer *, int);
  typedef void (*releasebufferproc)(PyObject *, Py_buffer *);
#endif
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyType_Type
#endif
#if PY_VERSION_HEX < 0x02060000
  #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict")
#endif
#if PY_MAJOR_VERSION >= 3
  #define Py_TPFLAGS_CHECKTYPES 0
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3)
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#if PY_VERSION_HEX < 0x02060000
  #define Py_TPFLAGS_HAVE_VERSION_TAG 0
#endif
#if PY_VERSION_HEX < 0x02060000 && !defined(Py_TPFLAGS_IS_ABSTRACT)
  #define Py_TPFLAGS_IS_ABSTRACT 0
#endif
#if PY_VERSION_HEX < 0x030400a1 && !defined(Py_TPFLAGS_HAVE_FINALIZE)
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ? \
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
#else
  #define CYTHON_PEP393_ENABLED 0
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ? \
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#define __Pyx_PyString_FormatSafe(a, b)  ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#endif
#if PY_VERSION_HEX < 0x02060000
  #define PyBytesObject                PyStringObject
  #define PyBytes_Type                 PyString_Type
  #define PyBytes_Check                PyString_Check
  #define PyBytes_CheckExact           PyString_CheckExact
  #define PyBytes_FromString           PyString_FromString
  #define PyBytes_FromStringAndSize    PyString_FromStringAndSize
  #define PyBytes_FromFormat           PyString_FromFormat
  #define PyBytes_DecodeEscape         PyString_DecodeEscape
  #define PyBytes_AsString             PyString_AsString
  #define PyBytes_AsStringAndSize      PyString_AsStringAndSize
  #define PyBytes_Size                 PyString_Size
  #define PyBytes_AS_STRING            PyString_AS_STRING
  #define PyBytes_GET_SIZE             PyString_GET_SIZE
  #define PyBytes_Repr                 PyString_Repr
  #define PyBytes_Concat               PyString_Concat
  #define PyBytes_ConcatAndDel         PyString_ConcatAndDel
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj) || \
                                         PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#if PY_VERSION_HEX < 0x02060000
  #define PySet_Check(obj)             PyObject_TypeCheck(obj, &PySet_Type)
  #define PyFrozenSet_Check(obj)       PyObject_TypeCheck(obj, &PyFrozenSet_Type)
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
#endif
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
#endif
#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300)
  #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b)
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value)
  #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b)
#else
  #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0)))
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1)))
  #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1)))
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
#endif
#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),((char *)(n)))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),((char *)(n)))
#else
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),(n))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),(n))
#endif
#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_NAMESTR(n) ((char *)(n))
  #define __Pyx_DOCSTR(n)  ((char *)(n))
#else
  #define __Pyx_NAMESTR(n) (n)
  #define __Pyx_DOCSTR(n)  (n)
#endif
#ifndef CYTHON_INLINE
  #if defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and
   a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is
   a quiet NaN. */
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif


#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif

#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__lib__Naked__toolshed__c__benchmarking
#define __PYX_HAVE_API__lib__Naked__toolshed__c__benchmarking
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif

#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif
typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (    \
    (sizeof(type) < sizeof(Py_ssize_t))  ||             \
    (sizeof(type) > sizeof(Py_ssize_t) &&               \
          likely(v < (type)PY_SSIZE_T_MAX ||            \
                 v == (type)PY_SSIZE_T_MAX)  &&         \
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||       \
                                v == (type)PY_SSIZE_T_MIN)))  ||  \
    (sizeof(type) == sizeof(Py_ssize_t) &&              \
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||        \
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyObject_AsSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromUString(s)  __Pyx_PyObject_FromString((char*)s)
#define __Pyx_PyBytes_FromUString(s)   __Pyx_PyBytes_FromString((char*)s)
#define __Pyx_PyByteArray_FromUString(s)   __Pyx_PyByteArray_FromString((char*)s)
#define __Pyx_PyStr_FromUString(s)     __Pyx_PyStr_FromString((char*)s)
#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((char*)s)
#if PY_MAJOR_VERSION < 3
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
{
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return u_end - u - 1;
}
#else
#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
#endif
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
#if CYTHON_COMPILING_IN_CPYTHON
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys = NULL;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    sys = PyImport_ImportModule("sys");
    if (sys == NULL) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    if (default_encoding == NULL) goto bad;
    if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        const char* default_encoding_c = PyBytes_AS_STRING(default_encoding);
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (ascii_chars_u == NULL) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (ascii_chars_b == NULL || strncmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
    }
    Py_XDECREF(sys);
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return 0;
bad:
    Py_XDECREF(sys);
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys = NULL;
    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (sys == NULL) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    if (default_encoding == NULL) goto bad;
    default_encoding_c = PyBytes_AS_STRING(default_encoding);
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c));
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(sys);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(sys);
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


#ifdef __GNUC__
  /* Test for GCC > 2.95 */
  #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
    #define likely(x)   __builtin_expect(!!(x), 1)
    #define unlikely(x) __builtin_expect(!!(x), 0)
  #else /* __GNUC__ > 2 ... */
    #define likely(x)   (x)
    #define unlikely(x) (x)
  #endif /* __GNUC__ > 2 ... */
#else /* __GNUC__ */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */

static PyObject *__pyx_m;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;


static const char *__pyx_f[] = {
  "benchmarking.pyx",
};

/*--- Type declarations ---*/
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k;
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m;

/* "lib/Naked/toolshed/c/benchmarking.pyx":19
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":43
 * #------------------------------------------------------------------------------
 * 
 * def timer_10(func, repetitions=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":62
 *     return wrapper
 * 
 * def timer_100(func, repetitions=100):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":81
 *     return wrapper
 * 
 * def timer_1k(func, repetitions=1000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":100
 *     return wrapper
 * 
 * def timer_10k(func, repetitions=10000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":119
 *     return wrapper
 * 
 * def timer_1m(func, repetitions=1000000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":152
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
  PyObject *__pyx_v_trials;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":207
 * #    additional benchmark decorators that replicate the above function with different # repetitions
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
  PyObject *__pyx_v_trials;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":258
 *     return wrapper
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
  PyObject *__pyx_v_trials;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":309
 *     return wrapper
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
  PyObject *__pyx_v_trials;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":360
 *     return wrapper
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
  PyObject *__pyx_v_trials;
};


/* "lib/Naked/toolshed/c/benchmarking.pyx":411
 *     return wrapper
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m {
  PyObject_HEAD
  PyObject *__pyx_v_func;
  PyObject *__pyx_v_repetitions;
  PyObject *__pyx_v_trials;
};

#ifndef CYTHON_REFNANNY
  #define CYTHON_REFNANNY 0
#endif
#if CYTHON_REFNANNY
  typedef struct {
    void (*INCREF)(void*, PyObject*, int);
    void (*DECREF)(void*, PyObject*, int);
    void (*GOTREF)(void*, PyObject*, int);
    void (*GIVEREF)(void*, PyObject*, int);
    void* (*SetupContext)(const char*, int, const char*);
    void (*FinishContext)(void**);
  } __Pyx_RefNannyAPIStruct;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname); /*proto*/
  #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
#ifdef WITH_THREAD
  #define __Pyx_RefNannySetupContext(name, acquire_gil) \
          if (acquire_gil) { \
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \
              PyGILState_Release(__pyx_gilstate_save); \
          } else { \
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \
          }
#else
  #define __Pyx_RefNannySetupContext(name, acquire_gil) \
          __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
#endif
  #define __Pyx_RefNannyFinishContext() \
          __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
  #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_XINCREF(r)  do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
  #define __Pyx_XDECREF(r)  do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
  #define __Pyx_XGOTREF(r)  do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
  #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
#else
  #define __Pyx_RefNannyDeclarations
  #define __Pyx_RefNannySetupContext(name, acquire_gil)
  #define __Pyx_RefNannyFinishContext()
  #define __Pyx_INCREF(r) Py_INCREF(r)
  #define __Pyx_DECREF(r) Py_DECREF(r)
  #define __Pyx_GOTREF(r)
  #define __Pyx_GIVEREF(r)
  #define __Pyx_XINCREF(r) Py_XINCREF(r)
  #define __Pyx_XDECREF(r) Py_XDECREF(r)
  #define __Pyx_XGOTREF(r)
  #define __Pyx_XGIVEREF(r)
#endif /* CYTHON_REFNANNY */
#define __Pyx_XDECREF_SET(r, v) do {                            \
        PyObject *tmp = (PyObject *) r;                         \
        r = v; __Pyx_XDECREF(tmp);                              \
    } while (0)
#define __Pyx_DECREF_SET(r, v) do {                             \
        PyObject *tmp = (PyObject *) r;                         \
        r = v; __Pyx_DECREF(tmp);                               \
    } while (0)
#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro))
        return tp->tp_getattro(obj, attr_name);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_getattr))
        return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
#endif
    return PyObject_GetAttr(obj, attr_name);
}
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

static PyObject *__Pyx_GetBuiltinName(PyObject *name); /*proto*/

static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/

static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \
    const char* function_name); /*proto*/

static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/

static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); /*proto*/

static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); /*proto*/
#else
#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
#endif

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

#define __Pyx_CyFunction_USED 1
#include <structmember.h>
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CyFunction_GetClosure(f) \
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#define __Pyx_CyFunction_GetClassObj(f) \
    (((__pyx_CyFunctionObject *) (f))->func_classobj)
#define __Pyx_CyFunction_Defaults(type, f) \
    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \
    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
typedef struct {
    PyCFunctionObject func;
    PyObject *func_dict;
    PyObject *func_weakreflist;
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
    PyObject *func_classobj; /* No-args super() class cell */
    void *defaults;
    int defaults_pyobjects;
    int flags;
    PyObject *defaults_tuple;   /* Const defaults tuple */
    PyObject *defaults_kwdict;  /* Const kwonly defaults dict */
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations; /* function annotations dict */
} __pyx_CyFunctionObject;
static PyTypeObject *__pyx_CyFunctionType = 0;
#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, globals, code) \
    __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, globals, code)
static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *self,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
                                                         size_t size,
                                                         int pyobjects);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __Pyx_CyFunction_init(void);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/

#include <string.h>

static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals); /*proto*/

#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#endif

static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/

static int __Pyx_Print(PyObject*, PyObject *, int); /*proto*/
#if CYTHON_COMPILING_IN_PYPY || PY_MAJOR_VERSION >= 3
static PyObject* __pyx_print = 0;
static PyObject* __pyx_print_kwargs = 0;
#endif

static int __Pyx_PrintOne(PyObject* stream, PyObject *o); /*proto*/

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

static int __Pyx_check_binary_version(void);

typedef struct {
    int code_line;
    PyCodeObject* code_object;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
};
static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static PyCodeObject *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);

static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename); /*proto*/

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/


/* Module declarations from 'lib.Naked.toolshed.c.benchmarking' */
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k = 0;
static PyTypeObject *__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m = 0;
#define __Pyx_MODULE_NAME "lib.Naked.toolshed.c.benchmarking"
int __pyx_module_is_main_lib__Naked__toolshed__c__benchmarking = 0;

/* Implementation of 'lib.Naked.toolshed.c.benchmarking' */
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_sum;
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_timer(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_2timer_10(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_4timer_100(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_6timer_1k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_10timer_1m(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_12timer_trials_benchmark(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_14timer_trials_benchmark_10(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_16timer_trials_benchmark_100(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_18timer_trials_benchmark_1k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_20timer_trials_benchmark_10k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1m(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials); /* proto */
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static char __pyx_k_[] = "()...";
static char __pyx_k_L[] = "L";
static char __pyx_k_i[] = "i";
static char __pyx_k_j[] = "j";
static char __pyx_k_n[] = "n";
static char __pyx_k_x[] = "x";
static char __pyx_k_y[] = "y";
static char __pyx_k__2[] = " ";
static char __pyx_k__3[] = " : ";
static char __pyx_k_gc[] = "gc";
static char __pyx_k_ie[] = "ie";
static char __pyx_k_np[] = "np";
static char __pyx_k__16[] = "()";
static char __pyx_k__17[] = ".";
static char __pyx_k__19[] = ":\t";
static char __pyx_k__20[] = "-";
static char __pyx_k_end[] = "end";
static char __pyx_k_run[] = "run";
static char __pyx_k_sec[] = " sec";
static char __pyx_k_std[] = "std";
static char __pyx_k_sum[] = "sum";
static char __pyx_k_sys[] = "sys";
static char __pyx_k_args[] = "args";
static char __pyx_k_end2[] = "end2";
static char __pyx_k_file[] = "file";
static char __pyx_k_func[] = "func";
static char __pyx_k_main[] = "__main__";
static char __pyx_k_mean[] = "mean";
static char __pyx_k_name[] = "__name__";
static char __pyx_k_test[] = "__test__";
static char __pyx_k_time[] = "time";
static char __pyx_k_Ratio[] = "Ratio: ";
static char __pyx_k_Trial[] = "Trial ";
static char __pyx_k_array[] = "array";
static char __pyx_k_flush[] = "flush";
static char __pyx_k_numpy[] = "numpy";
static char __pyx_k_print[] = "print";
static char __pyx_k_range[] = "range";
static char __pyx_k_start[] = "start";
static char __pyx_k_timer[] = "timer";
static char __pyx_k_wraps[] = "wraps";
static char __pyx_k_write[] = "write";
static char __pyx_k_enable[] = "enable";
static char __pyx_k_import[] = "__import__";
static char __pyx_k_kwargs[] = "kwargs";
static char __pyx_k_result[] = "result";
static char __pyx_k_start2[] = "start2";
static char __pyx_k_stdout[] = "stdout";
static char __pyx_k_trials[] = "trials";
static char __pyx_k_collect[] = "collect";
static char __pyx_k_disable[] = "disable";
static char __pyx_k_wrapper[] = "wrapper";
static char __pyx_k_Mean_for[] = "Mean for ";
static char __pyx_k_Starting[] = "Starting ";
static char __pyx_k_timer_10[] = "timer_10";
static char __pyx_k_timer_1k[] = "timer_1k";
static char __pyx_k_timer_1m[] = "timer_1m";
static char __pyx_k_functools[] = "functools";
static char __pyx_k_timer_100[] = "timer_100";
static char __pyx_k_timer_10k[] = "timer_10k";
static char __pyx_k_ImportError[] = "ImportError";
static char __pyx_k_repetitions[] = "repetitions";
static char __pyx_k_result_list[] = "result_list";
static char __pyx_k_repetitions_2[] = " repetitions: ";
static char __pyx_k_benchmark_list[] = "benchmark_list";
static char __pyx_k_mean_benchmark[] = "mean_benchmark";
static char __pyx_k_repetitions_of[] = " repetitions of ";
static char __pyx_k_Standard_Deviation[] = "Standard Deviation: ";
static char __pyx_k_Mean_per_repetition[] = "Mean per repetition: ";
static char __pyx_k_timer_locals_wrapper[] = "timer.<locals>.wrapper";
static char __pyx_k_of_benchmark_function[] = " of benchmark function:";
static char __pyx_k_timer_trials_benchmark[] = "timer_trials_benchmark";
static char __pyx_k_timer_10_locals_wrapper[] = "timer_10.<locals>.wrapper";
static char __pyx_k_timer_1k_locals_wrapper[] = "timer_1k.<locals>.wrapper";
static char __pyx_k_timer_1m_locals_wrapper[] = "timer_1m.<locals>.wrapper";
static char __pyx_k_Starting_timed_trials_of[] = "Starting timed trials of ";
static char __pyx_k_timer_100_locals_wrapper[] = "timer_100.<locals>.wrapper";
static char __pyx_k_timer_10k_locals_wrapper[] = "timer_10k.<locals>.wrapper";
static char __pyx_k_timer_trials_benchmark_10[] = "timer_trials_benchmark_10";
static char __pyx_k_timer_trials_benchmark_1k[] = "timer_trials_benchmark_1k";
static char __pyx_k_timer_trials_benchmark_1m[] = "timer_trials_benchmark_1m";
static char __pyx_k_timer_trials_benchmark_100[] = "timer_trials_benchmark_100";
static char __pyx_k_timer_trials_benchmark_10k[] = "timer_trials_benchmark_10k";
static char __pyx_k_Users_ces_Desktop_code_naked_li[] = "/Users/ces/Desktop/code/naked/lib/Naked/toolshed/c/benchmarking.pyx";
static char __pyx_k_lib_Naked_toolshed_c_benchmarkin[] = "lib.Naked.toolshed.c.benchmarking";
static char __pyx_k_timer_trials_benchmark_100_local[] = "timer_trials_benchmark_100.<locals>.wrapper";
static char __pyx_k_timer_trials_benchmark_10_locals[] = "timer_trials_benchmark_10.<locals>.wrapper";
static char __pyx_k_timer_trials_benchmark_10k_local[] = "timer_trials_benchmark_10k.<locals>.wrapper";
static char __pyx_k_timer_trials_benchmark_1k_locals[] = "timer_trials_benchmark_1k.<locals>.wrapper";
static char __pyx_k_timer_trials_benchmark_1m_locals[] = "timer_trials_benchmark_1m.<locals>.wrapper";
static char __pyx_k_timer_trials_benchmark_locals_wr[] = "timer_trials_benchmark.<locals>.wrapper";
static PyObject *__pyx_kp_s_;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_n_s_L;
static PyObject *__pyx_kp_s_Mean_for;
static PyObject *__pyx_kp_s_Mean_per_repetition;
static PyObject *__pyx_kp_s_Ratio;
static PyObject *__pyx_kp_s_Standard_Deviation;
static PyObject *__pyx_kp_s_Starting;
static PyObject *__pyx_kp_s_Starting_timed_trials_of;
static PyObject *__pyx_kp_s_Trial;
static PyObject *__pyx_kp_s_Users_ces_Desktop_code_naked_li;
static PyObject *__pyx_kp_s__16;
static PyObject *__pyx_kp_s__17;
static PyObject *__pyx_kp_s__19;
static PyObject *__pyx_kp_s__2;
static PyObject *__pyx_kp_s__20;
static PyObject *__pyx_kp_s__3;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_array;
static PyObject *__pyx_n_s_benchmark_list;
static PyObject *__pyx_n_s_collect;
static PyObject *__pyx_n_s_disable;
static PyObject *__pyx_n_s_enable;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_n_s_end2;
static PyObject *__pyx_n_s_file;
static PyObject *__pyx_n_s_flush;
static PyObject *__pyx_n_s_func;
static PyObject *__pyx_n_s_functools;
static PyObject *__pyx_n_s_gc;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_ie;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_j;
static PyObject *__pyx_n_s_kwargs;
static PyObject *__pyx_n_s_lib_Naked_toolshed_c_benchmarkin;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_mean;
static PyObject *__pyx_n_s_mean_benchmark;
static PyObject *__pyx_n_s_n;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_np;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_kp_s_of_benchmark_function;
static PyObject *__pyx_n_s_print;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_repetitions;
static PyObject *__pyx_kp_s_repetitions_2;
static PyObject *__pyx_kp_s_repetitions_of;
static PyObject *__pyx_n_s_result;
static PyObject *__pyx_n_s_result_list;
static PyObject *__pyx_n_s_run;
static PyObject *__pyx_kp_s_sec;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_start2;
static PyObject *__pyx_n_s_std;
static PyObject *__pyx_n_s_stdout;
static PyObject *__pyx_n_s_sum;
static PyObject *__pyx_n_s_sys;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_time;
static PyObject *__pyx_n_s_timer;
static PyObject *__pyx_n_s_timer_10;
static PyObject *__pyx_n_s_timer_100;
static PyObject *__pyx_n_s_timer_100_locals_wrapper;
static PyObject *__pyx_n_s_timer_10_locals_wrapper;
static PyObject *__pyx_n_s_timer_10k;
static PyObject *__pyx_n_s_timer_10k_locals_wrapper;
static PyObject *__pyx_n_s_timer_1k;
static PyObject *__pyx_n_s_timer_1k_locals_wrapper;
static PyObject *__pyx_n_s_timer_1m;
static PyObject *__pyx_n_s_timer_1m_locals_wrapper;
static PyObject *__pyx_n_s_timer_locals_wrapper;
static PyObject *__pyx_n_s_timer_trials_benchmark;
static PyObject *__pyx_n_s_timer_trials_benchmark_10;
static PyObject *__pyx_n_s_timer_trials_benchmark_100;
static PyObject *__pyx_n_s_timer_trials_benchmark_100_local;
static PyObject *__pyx_n_s_timer_trials_benchmark_10_locals;
static PyObject *__pyx_n_s_timer_trials_benchmark_10k;
static PyObject *__pyx_n_s_timer_trials_benchmark_10k_local;
static PyObject *__pyx_n_s_timer_trials_benchmark_1k;
static PyObject *__pyx_n_s_timer_trials_benchmark_1k_locals;
static PyObject *__pyx_n_s_timer_trials_benchmark_1m;
static PyObject *__pyx_n_s_timer_trials_benchmark_1m_locals;
static PyObject *__pyx_n_s_timer_trials_benchmark_locals_wr;
static PyObject *__pyx_n_s_trials;
static PyObject *__pyx_n_s_wrapper;
static PyObject *__pyx_n_s_wraps;
static PyObject *__pyx_n_s_write;
static PyObject *__pyx_n_s_x;
static PyObject *__pyx_n_s_y;
static PyObject *__pyx_int_1;
static PyObject *__pyx_int_10;
static PyObject *__pyx_int_50;
static PyObject *__pyx_int_100;
static PyObject *__pyx_int_1000;
static PyObject *__pyx_int_10000;
static PyObject *__pyx_int_100000;
static PyObject *__pyx_int_1000000;
static PyObject *__pyx_tuple__4;
static PyObject *__pyx_tuple__6;
static PyObject *__pyx_tuple__8;
static PyObject *__pyx_tuple__10;
static PyObject *__pyx_tuple__12;
static PyObject *__pyx_tuple__14;
static PyObject *__pyx_tuple__18;
static PyObject *__pyx_tuple__21;
static PyObject *__pyx_tuple__23;
static PyObject *__pyx_tuple__24;
static PyObject *__pyx_tuple__26;
static PyObject *__pyx_tuple__27;
static PyObject *__pyx_tuple__29;
static PyObject *__pyx_tuple__30;
static PyObject *__pyx_tuple__32;
static PyObject *__pyx_tuple__33;
static PyObject *__pyx_tuple__35;
static PyObject *__pyx_tuple__36;
static PyObject *__pyx_tuple__38;
static PyObject *__pyx_tuple__40;
static PyObject *__pyx_tuple__42;
static PyObject *__pyx_tuple__44;
static PyObject *__pyx_tuple__46;
static PyObject *__pyx_tuple__48;
static PyObject *__pyx_tuple__50;
static PyObject *__pyx_tuple__52;
static PyObject *__pyx_tuple__54;
static PyObject *__pyx_tuple__56;
static PyObject *__pyx_tuple__58;
static PyObject *__pyx_tuple__60;
static PyObject *__pyx_codeobj__5;
static PyObject *__pyx_codeobj__7;
static PyObject *__pyx_codeobj__9;
static PyObject *__pyx_codeobj__11;
static PyObject *__pyx_codeobj__13;
static PyObject *__pyx_codeobj__15;
static PyObject *__pyx_codeobj__22;
static PyObject *__pyx_codeobj__25;
static PyObject *__pyx_codeobj__28;
static PyObject *__pyx_codeobj__31;
static PyObject *__pyx_codeobj__34;
static PyObject *__pyx_codeobj__37;
static PyObject *__pyx_codeobj__39;
static PyObject *__pyx_codeobj__41;
static PyObject *__pyx_codeobj__43;
static PyObject *__pyx_codeobj__45;
static PyObject *__pyx_codeobj__47;
static PyObject *__pyx_codeobj__49;
static PyObject *__pyx_codeobj__51;
static PyObject *__pyx_codeobj__53;
static PyObject *__pyx_codeobj__55;
static PyObject *__pyx_codeobj__57;
static PyObject *__pyx_codeobj__59;
static PyObject *__pyx_codeobj__61;

/* "lib/Naked/toolshed/c/benchmarking.pyx":19
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_1timer(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_1timer = {__Pyx_NAMESTR("timer"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_1timer, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_1timer(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_100000);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_timer(__pyx_self, __pyx_v_func, __pyx_v_repetitions);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":21
 * def timer(func, repetitions=100000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *__pyx_outer_scope;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":22
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         print(" ")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Starting, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":23
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         # disable garbage collection
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":24
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":26
 *         print(" ")
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         start = time.time()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":27
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         start = time.time()
 *         for x in range(repetitions):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":28
 *         gc.collect()
 *         gc.disable()
 *         start = time.time()             # <<<<<<<<<<<<<<
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_start = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":29
 *         gc.disable()
 *         start = time.time()
 *         for x in range(repetitions):             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *         end = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_4 = __pyx_t_2; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":30
 *         start = time.time()
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_3);
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":31
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 *         end = time.time()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_end = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":32
 *             result = func(*args, **kwargs)
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_enable); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":33
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":34
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_kp_s__3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_sec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":35
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":21
 * def timer(func, repetitions=100000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":19
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_timer(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":20
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":21
 * def timer(func, repetitions=100000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_1wrapper, 0, __pyx_n_s_timer_locals_wrapper, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__5)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":20
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":36
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * #------------------------------------------------------------------------------
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":19
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":43
 * #------------------------------------------------------------------------------
 * 
 * def timer_10(func, repetitions=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_3timer_10(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_3timer_10 = {__Pyx_NAMESTR("timer_10"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_3timer_10, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_3timer_10(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_10 (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_10") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_10", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_10", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_2timer_10(__pyx_self, __pyx_v_func, __pyx_v_repetitions);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":45
 * def timer_10(func, repetitions=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *__pyx_outer_scope;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":46
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         print(" ")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Starting, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 46; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":47
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         # disable garbage collection
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":48
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":50
 *         print(" ")
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         start = time.time()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":51
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         start = time.time()
 *         for x in range(repetitions):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":52
 *         gc.collect()
 *         gc.disable()
 *         start = time.time()             # <<<<<<<<<<<<<<
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_start = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":53
 *         gc.disable()
 *         start = time.time()
 *         for x in range(repetitions):             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *         end = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_4 = __pyx_t_2; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":54
 *         start = time.time()
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_3);
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":55
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 *         end = time.time()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_end = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":56
 *             result = func(*args, **kwargs)
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_enable); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":57
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":58
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_kp_s__3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_sec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":59
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":45
 * def timer_10(func, repetitions=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_10.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":43
 * #------------------------------------------------------------------------------
 * 
 * def timer_10(func, repetitions=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_2timer_10(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_10", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":44
 * 
 * def timer_10(func, repetitions=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":45
 * def timer_10(func, repetitions=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10_1wrapper, 0, __pyx_n_s_timer_10_locals_wrapper, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__7)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":44
 * 
 * def timer_10(func, repetitions=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":60
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_100(func, repetitions=100):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":43
 * #------------------------------------------------------------------------------
 * 
 * def timer_10(func, repetitions=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_10", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":62
 *     return wrapper
 * 
 * def timer_100(func, repetitions=100):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_100(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_100 = {__Pyx_NAMESTR("timer_100"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_100, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_100(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_100 (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_100);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_100") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_100", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_100", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_4timer_100(__pyx_self, __pyx_v_func, __pyx_v_repetitions);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":64
 * def timer_100(func, repetitions=100):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *__pyx_outer_scope;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":65
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         print(" ")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Starting, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":66
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         # disable garbage collection
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":67
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":69
 *         print(" ")
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         start = time.time()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 69; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":70
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         start = time.time()
 *         for x in range(repetitions):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":71
 *         gc.collect()
 *         gc.disable()
 *         start = time.time()             # <<<<<<<<<<<<<<
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_start = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":72
 *         gc.disable()
 *         start = time.time()
 *         for x in range(repetitions):             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *         end = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_4 = __pyx_t_2; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":73
 *         start = time.time()
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 73; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_3);
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":74
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 *         end = time.time()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_end = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":75
 *             result = func(*args, **kwargs)
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_enable); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":76
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":77
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_kp_s__3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_sec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":78
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 78; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":64
 * def timer_100(func, repetitions=100):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_100.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":62
 *     return wrapper
 * 
 * def timer_100(func, repetitions=100):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_4timer_100(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_100", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":63
 * 
 * def timer_100(func, repetitions=100):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":64
 * def timer_100(func, repetitions=100):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_100_1wrapper, 0, __pyx_n_s_timer_100_locals_wrapper, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__9)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":63
 * 
 * def timer_100(func, repetitions=100):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":79
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_1k(func, repetitions=1000):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":62
 *     return wrapper
 * 
 * def timer_100(func, repetitions=100):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_100", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":81
 *     return wrapper
 * 
 * def timer_1k(func, repetitions=1000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_7timer_1k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_7timer_1k = {__Pyx_NAMESTR("timer_1k"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_7timer_1k, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_7timer_1k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_1k (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_1000);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_1k") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_1k", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_1k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_6timer_1k(__pyx_self, __pyx_v_func, __pyx_v_repetitions);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":83
 * def timer_1k(func, repetitions=1000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *__pyx_outer_scope;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":84
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         print(" ")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Starting, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":85
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         # disable garbage collection
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":86
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":88
 *         print(" ")
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         start = time.time()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":89
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         start = time.time()
 *         for x in range(repetitions):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":90
 *         gc.collect()
 *         gc.disable()
 *         start = time.time()             # <<<<<<<<<<<<<<
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_start = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":91
 *         gc.disable()
 *         start = time.time()
 *         for x in range(repetitions):             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *         end = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_4 = __pyx_t_2; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 91; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":92
 *         start = time.time()
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_3);
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":93
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 *         end = time.time()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_end = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":94
 *             result = func(*args, **kwargs)
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_enable); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 94; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":95
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":96
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_kp_s__3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_sec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":97
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":83
 * def timer_1k(func, repetitions=1000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_1k.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":81
 *     return wrapper
 * 
 * def timer_1k(func, repetitions=1000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_6timer_1k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_1k", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":82
 * 
 * def timer_1k(func, repetitions=1000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":83
 * def timer_1k(func, repetitions=1000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1k_1wrapper, 0, __pyx_n_s_timer_1k_locals_wrapper, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__11)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":82
 * 
 * def timer_1k(func, repetitions=1000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":98
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_10k(func, repetitions=10000):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":81
 *     return wrapper
 * 
 * def timer_1k(func, repetitions=1000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_1k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":100
 *     return wrapper
 * 
 * def timer_10k(func, repetitions=10000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k = {__Pyx_NAMESTR("timer_10k"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_10k (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_10000);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_10k") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_10k", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_10k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10k(__pyx_self, __pyx_v_func, __pyx_v_repetitions);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":102
 * def timer_10k(func, repetitions=10000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *__pyx_outer_scope;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":103
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         print(" ")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Starting, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":104
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         # disable garbage collection
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":105
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":107
 *         print(" ")
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         start = time.time()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":108
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         start = time.time()
 *         for x in range(repetitions):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":109
 *         gc.collect()
 *         gc.disable()
 *         start = time.time()             # <<<<<<<<<<<<<<
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_start = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":110
 *         gc.disable()
 *         start = time.time()
 *         for x in range(repetitions):             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *         end = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_4 = __pyx_t_2; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":111
 *         start = time.time()
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_3);
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":112
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 *         end = time.time()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_end = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":113
 *             result = func(*args, **kwargs)
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_enable); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":114
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":115
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_kp_s__3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_sec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":116
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":102
 * def timer_10k(func, repetitions=10000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_10k.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":100
 *     return wrapper
 * 
 * def timer_10k(func, repetitions=10000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_10k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_10k", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":101
 * 
 * def timer_10k(func, repetitions=10000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":102
 * def timer_10k(func, repetitions=10000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k_1wrapper, 0, __pyx_n_s_timer_10k_locals_wrapper, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__13)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":101
 * 
 * def timer_10k(func, repetitions=10000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":117
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_1m(func, repetitions=1000000):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":100
 *     return wrapper
 * 
 * def timer_10k(func, repetitions=10000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_10k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":119
 *     return wrapper
 * 
 * def timer_1m(func, repetitions=1000000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_11timer_1m(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_11timer_1m = {__Pyx_NAMESTR("timer_1m"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_11timer_1m, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_11timer_1m(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_1m (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)__pyx_int_1000000);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_1m") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_1m", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_1m", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_10timer_1m(__pyx_self, __pyx_v_func, __pyx_v_repetitions);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":121
 * def timer_1m(func, repetitions=1000000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *__pyx_outer_scope;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":122
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         print(" ")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Starting, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":123
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         # disable garbage collection
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":124
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":126
 *         print(" ")
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         start = time.time()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":127
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         start = time.time()
 *         for x in range(repetitions):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":128
 *         gc.collect()
 *         gc.disable()
 *         start = time.time()             # <<<<<<<<<<<<<<
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_start = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":129
 *         gc.disable()
 *         start = time.time()
 *         for x in range(repetitions):             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *         end = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_4 = __pyx_t_2; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_6 && PyList_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_6 && PyTuple_CheckExact(__pyx_t_4)) {
      if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_2); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":130
 *         start = time.time()
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_3);
    __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":131
 *         for x in range(repetitions):
 *             result = func(*args, **kwargs)
 *         end = time.time()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_time); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_end = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":132
 *             result = func(*args, **kwargs)
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_enable); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":133
 *         end = time.time()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_collect); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":134
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_repetitions_of); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_1, __pyx_kp_s__3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyNumber_Add(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyNumber_Add(__pyx_t_4, __pyx_kp_s_sec); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":135
 *         gc.collect()
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":121
 * def timer_1m(func, repetitions=1000000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_1m.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":119
 *     return wrapper
 * 
 * def timer_1m(func, repetitions=1000000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_10timer_1m(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_1m", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":120
 * 
 * def timer_1m(func, repetitions=1000000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":121
 * def timer_1m(func, repetitions=1000000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_8timer_1m_1wrapper, 0, __pyx_n_s_timer_1m_locals_wrapper, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__15)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":120
 * 
 * def timer_1m(func, repetitions=1000000):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":136
 *         print(str(repetitions) + " repetitions of " + func.__name__ + " : " + str(end-start) + " sec")
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * #------------------------------------------------------------------------------
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":119
 *     return wrapper
 * 
 * def timer_1m(func, repetitions=1000000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_1m", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":152
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_13timer_trials_benchmark(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_13timer_trials_benchmark = {__Pyx_NAMESTR("timer_trials_benchmark"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_13timer_trials_benchmark, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_13timer_trials_benchmark(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  PyObject *__pyx_v_trials = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_trials_benchmark (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,&__pyx_n_s_trials,0};
    PyObject* values[3] = {0,0,0};
    values[1] = ((PyObject *)__pyx_int_100000);
    values[2] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_trials);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_trials_benchmark") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
    __pyx_v_trials = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_trials_benchmark", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_12timer_trials_benchmark(__pyx_self, __pyx_v_func, __pyx_v_repetitions, __pyx_v_trials);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":154
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *__pyx_outer_scope;
  PyObject *__pyx_v_result_list = NULL;
  PyObject *__pyx_v_benchmark_list = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_y = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_L = NULL;
  PyObject *__pyx_v_start2 = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_j = NULL;
  long __pyx_v_i;
  PyObject *__pyx_v_end2 = NULL;
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_run = NULL;
  PyObject *__pyx_v_mean = NULL;
  PyObject *__pyx_v_mean_benchmark = NULL;
  PyObject *__pyx_v_np = NULL;
  PyObject *__pyx_v_array = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_ie = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  long __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":155
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         result_list = []
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Starting_timed_trials_of, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s__16); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":156
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         result_list = []
 *         benchmark_list = []
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":157
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 *         result_list = []             # <<<<<<<<<<<<<<
 *         benchmark_list = []
 *         # disable garbage collection
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":158
 *         sys.stdout.flush()
 *         result_list = []
 *         benchmark_list = []             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_benchmark_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":160
 *         benchmark_list = []
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         for x in range(trials):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":161
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         for x in range(trials):
 *             # test function
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":162
 *         gc.collect()
 *         gc.disable()
 *         for x in range(trials):             # <<<<<<<<<<<<<<
 *             # test function
 *             start = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_trials)) { __Pyx_RaiseClosureNameError("trials"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":164
 *         for x in range(trials):
 *             # test function
 *             start = time.time()             # <<<<<<<<<<<<<<
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":165
 *             # test function
 *             start = time.time()
 *             for y in range(repetitions):             # <<<<<<<<<<<<<<
 *                 func(*args, **kwargs)
 *             end = time.time()
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
      __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_1 = __pyx_t_7(__pyx_t_2);
        if (unlikely(!__pyx_t_1)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_1);
      }
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":166
 *             start = time.time()
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             end = time.time()
 *             result = func(*args, **kwargs)
 */
      if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
      __pyx_t_1 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __pyx_v_kwargs;
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":167
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 *             end = time.time()             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":168
 *                 func(*args, **kwargs)
 *             end = time.time()
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             result_list.append(end-start)
 *             # benchmark function
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":169
 *             end = time.time()
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)             # <<<<<<<<<<<<<<
 *             # benchmark function
 *             L = []
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_result_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":171
 *             result_list.append(end-start)
 *             # benchmark function
 *             L = []             # <<<<<<<<<<<<<<
 *             start2 = time.time()
 *             for j in range(repetitions):
 */
    __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_XDECREF_SET(__pyx_v_L, ((PyObject*)__pyx_t_8));
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":172
 *             # benchmark function
 *             L = []
 *             start2 = time.time()             # <<<<<<<<<<<<<<
 *             for j in range(repetitions):
 *                 for i in range(10):
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":173
 *             L = []
 *             start2 = time.time()
 *             for j in range(repetitions):             # <<<<<<<<<<<<<<
 *                 for i in range(10):
 *                     L.append(i)
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (PyList_CheckExact(__pyx_t_9) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_9 = __pyx_t_7(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":174
 *             start2 = time.time()
 *             for j in range(repetitions):
 *                 for i in range(10):             # <<<<<<<<<<<<<<
 *                     L.append(i)
 *             end2 = time.time()
 */
      for (__pyx_t_11 = 0; __pyx_t_11 < 10; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "lib/Naked/toolshed/c/benchmarking.pyx":175
 *             for j in range(repetitions):
 *                 for i in range(10):
 *                     L.append(i)             # <<<<<<<<<<<<<<
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 */
        __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_i); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_L, __pyx_t_9); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":176
 *                 for i in range(10):
 *                     L.append(i)
 *             end2 = time.time()             # <<<<<<<<<<<<<<
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":177
 *                     L.append(i)
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)             # <<<<<<<<<<<<<<
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end2, __pyx_v_start2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_benchmark_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":178
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_stdout); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_write); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":179
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 *             sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
    __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_stdout); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_flush); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":180
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(" ")
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_enable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":181
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         n = 1
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":182
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         n = 1
 *         for run in result_list:
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":183
 *         gc.collect()
 *         print(" ")
 *         n = 1             # <<<<<<<<<<<<<<
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 */
  __Pyx_INCREF(__pyx_int_1);
  __pyx_v_n = __pyx_int_1;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":184
 *         print(" ")
 *         n = 1
 *         for run in result_list:             # <<<<<<<<<<<<<<
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 */
  __pyx_t_3 = __pyx_v_result_list; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_8); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_run, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":185
 *         n = 1
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))             # <<<<<<<<<<<<<<
 *             n += 1
 *         print("-"*50)
 */
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Trial, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_kp_s__19); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_run);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_run);
    __Pyx_GIVEREF(__pyx_v_run);
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":186
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1             # <<<<<<<<<<<<<<
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 */
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_n, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF_SET(__pyx_v_n, __pyx_t_8);
    __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":187
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 *         print("-"*50)             # <<<<<<<<<<<<<<
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 */
  __pyx_t_3 = PyNumber_Multiply(__pyx_kp_s__20, __pyx_int_50); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":188
 *             n += 1
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)             # <<<<<<<<<<<<<<
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_result_list);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_result_list);
  __Pyx_GIVEREF(__pyx_v_result_list);
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_3, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_result_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_mean = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":189
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_benchmark_list);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_benchmark_list);
  __Pyx_GIVEREF(__pyx_v_benchmark_list);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_benchmark_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_mean_benchmark = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":190
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")             # <<<<<<<<<<<<<<
 *         try:
 *             import numpy as np
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_repetitions_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_v_mean);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_mean);
  __Pyx_GIVEREF(__pyx_v_mean);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_sec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":191
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:             # <<<<<<<<<<<<<<
 *             import numpy as np
 *             array = np.array(result_list)
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_13);
    __Pyx_XGOTREF(__pyx_t_14);
    /*try:*/ {

      /* "lib/Naked/toolshed/c/benchmarking.pyx":192
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 *             import numpy as np             # <<<<<<<<<<<<<<
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_v_np = __pyx_t_3;
      __pyx_t_3 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":193
 *         try:
 *             import numpy as np
 *             array = np.array(result_list)             # <<<<<<<<<<<<<<
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_result_list);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_result_list);
      __Pyx_GIVEREF(__pyx_v_result_list);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_array = __pyx_t_2;
      __pyx_t_2 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":194
 *             import numpy as np
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))             # <<<<<<<<<<<<<<
 *         except ImportError as ie:
 *             pass
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_std); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_array);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_array);
      __Pyx_GIVEREF(__pyx_v_array);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Standard_Deviation, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L20_try_end;
    __pyx_L13_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":195
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:             # <<<<<<<<<<<<<<
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 */
    __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_15) {
      __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_8, &__pyx_t_3, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L15_except_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __pyx_v_ie = __pyx_t_3;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L14_exception_handled;
    }
    goto __pyx_L15_except_error;
    __pyx_L15_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    goto __pyx_L1_error;
    __pyx_L14_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    __pyx_L20_try_end:;
  }

  /* "lib/Naked/toolshed/c/benchmarking.pyx":197
 *         except ImportError as ie:
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_cur_scope->__pyx_v_repetitions); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Mean_per_repetition, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_sec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":198
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")             # <<<<<<<<<<<<<<
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_of_benchmark_function); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mean_benchmark);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mean_benchmark);
  __Pyx_GIVEREF(__pyx_v_mean_benchmark);
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_sec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":199
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_v_mean_benchmark); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
  __Pyx_GIVEREF(__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Ratio, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":200
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":154
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result_list);
  __Pyx_XDECREF(__pyx_v_benchmark_list);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_L);
  __Pyx_XDECREF(__pyx_v_start2);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_end2);
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_run);
  __Pyx_XDECREF(__pyx_v_mean);
  __Pyx_XDECREF(__pyx_v_mean_benchmark);
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_XDECREF(__pyx_v_array);
  __Pyx_XDECREF(__pyx_v_ie);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":152
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_12timer_trials_benchmark(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_trials_benchmark", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_cur_scope->__pyx_v_trials = __pyx_v_trials;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":153
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":154
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1wrapper, 0, __pyx_n_s_timer_trials_benchmark_locals_wr, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__22)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":153
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":201
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * #------------------------------------------------------------------------------
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":152
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":207
 * #    additional benchmark decorators that replicate the above function with different # repetitions
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_15timer_trials_benchmark_10(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_15timer_trials_benchmark_10 = {__Pyx_NAMESTR("timer_trials_benchmark_10"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_15timer_trials_benchmark_10, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_15timer_trials_benchmark_10(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  PyObject *__pyx_v_trials = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_trials_benchmark_10 (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,&__pyx_n_s_trials,0};
    PyObject* values[3] = {0,0,0};
    values[1] = ((PyObject *)__pyx_int_10);
    values[2] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_trials);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_trials_benchmark_10") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
    __pyx_v_trials = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_trials_benchmark_10", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_14timer_trials_benchmark_10(__pyx_self, __pyx_v_func, __pyx_v_repetitions, __pyx_v_trials);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":209
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *__pyx_outer_scope;
  PyObject *__pyx_v_result_list = NULL;
  PyObject *__pyx_v_benchmark_list = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_y = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_L = NULL;
  PyObject *__pyx_v_start2 = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_j = NULL;
  long __pyx_v_i;
  PyObject *__pyx_v_end2 = NULL;
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_run = NULL;
  PyObject *__pyx_v_mean = NULL;
  PyObject *__pyx_v_mean_benchmark = NULL;
  PyObject *__pyx_v_np = NULL;
  PyObject *__pyx_v_array = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_ie = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  long __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":210
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         result_list = []
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Starting_timed_trials_of, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s__16); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":211
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         result_list = []
 *         benchmark_list = []
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 211; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":212
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 *         result_list = []             # <<<<<<<<<<<<<<
 *         benchmark_list = []
 *         # disable garbage collection
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":213
 *         sys.stdout.flush()
 *         result_list = []
 *         benchmark_list = []             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_benchmark_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":215
 *         benchmark_list = []
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         for x in range(trials):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":216
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         for x in range(trials):
 *             # test function
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":217
 *         gc.collect()
 *         gc.disable()
 *         for x in range(trials):             # <<<<<<<<<<<<<<
 *             # test function
 *             start = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_trials)) { __Pyx_RaiseClosureNameError("trials"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":219
 *         for x in range(trials):
 *             # test function
 *             start = time.time()             # <<<<<<<<<<<<<<
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":220
 *             # test function
 *             start = time.time()
 *             for y in range(repetitions):             # <<<<<<<<<<<<<<
 *                 func(*args, **kwargs)
 *             end = time.time()
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
      __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_1 = __pyx_t_7(__pyx_t_2);
        if (unlikely(!__pyx_t_1)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_1);
      }
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":221
 *             start = time.time()
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             end = time.time()
 *             result = func(*args, **kwargs)
 */
      if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
      __pyx_t_1 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __pyx_v_kwargs;
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":222
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 *             end = time.time()             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":223
 *                 func(*args, **kwargs)
 *             end = time.time()
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             result_list.append(end-start)
 *             # benchmark function
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":224
 *             end = time.time()
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)             # <<<<<<<<<<<<<<
 *             # benchmark function
 *             L = []
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_result_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":226
 *             result_list.append(end-start)
 *             # benchmark function
 *             L = []             # <<<<<<<<<<<<<<
 *             start2 = time.time()
 *             for j in range(repetitions):
 */
    __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_XDECREF_SET(__pyx_v_L, ((PyObject*)__pyx_t_8));
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":227
 *             # benchmark function
 *             L = []
 *             start2 = time.time()             # <<<<<<<<<<<<<<
 *             for j in range(repetitions):
 *                 for i in range(10):
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":228
 *             L = []
 *             start2 = time.time()
 *             for j in range(repetitions):             # <<<<<<<<<<<<<<
 *                 for i in range(10):
 *                     L.append(i)
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (PyList_CheckExact(__pyx_t_9) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_9 = __pyx_t_7(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":229
 *             start2 = time.time()
 *             for j in range(repetitions):
 *                 for i in range(10):             # <<<<<<<<<<<<<<
 *                     L.append(i)
 *             end2 = time.time()
 */
      for (__pyx_t_11 = 0; __pyx_t_11 < 10; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "lib/Naked/toolshed/c/benchmarking.pyx":230
 *             for j in range(repetitions):
 *                 for i in range(10):
 *                     L.append(i)             # <<<<<<<<<<<<<<
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 */
        __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_i); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_L, __pyx_t_9); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":231
 *                 for i in range(10):
 *                     L.append(i)
 *             end2 = time.time()             # <<<<<<<<<<<<<<
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 231; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":232
 *                     L.append(i)
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)             # <<<<<<<<<<<<<<
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end2, __pyx_v_start2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_benchmark_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":233
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_stdout); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_write); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":234
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 *             sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
    __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_stdout); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_flush); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":235
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(" ")
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_enable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":236
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         n = 1
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":237
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         n = 1
 *         for run in result_list:
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 237; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":238
 *         gc.collect()
 *         print(" ")
 *         n = 1             # <<<<<<<<<<<<<<
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 */
  __Pyx_INCREF(__pyx_int_1);
  __pyx_v_n = __pyx_int_1;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":239
 *         print(" ")
 *         n = 1
 *         for run in result_list:             # <<<<<<<<<<<<<<
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 */
  __pyx_t_3 = __pyx_v_result_list; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_8); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_run, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":240
 *         n = 1
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))             # <<<<<<<<<<<<<<
 *             n += 1
 *         print("-"*50)
 */
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Trial, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_kp_s__19); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_run);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_run);
    __Pyx_GIVEREF(__pyx_v_run);
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":241
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1             # <<<<<<<<<<<<<<
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 */
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_n, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF_SET(__pyx_v_n, __pyx_t_8);
    __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":242
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 *         print("-"*50)             # <<<<<<<<<<<<<<
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 */
  __pyx_t_3 = PyNumber_Multiply(__pyx_kp_s__20, __pyx_int_50); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":243
 *             n += 1
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)             # <<<<<<<<<<<<<<
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_result_list);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_result_list);
  __Pyx_GIVEREF(__pyx_v_result_list);
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_3, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_result_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_mean = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":244
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_benchmark_list);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_benchmark_list);
  __Pyx_GIVEREF(__pyx_v_benchmark_list);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_benchmark_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_mean_benchmark = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":245
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")             # <<<<<<<<<<<<<<
 *         try:
 *             import numpy as np
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_repetitions_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_v_mean);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_mean);
  __Pyx_GIVEREF(__pyx_v_mean);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_sec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 245; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":246
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:             # <<<<<<<<<<<<<<
 *             import numpy as np
 *             array = np.array(result_list)
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_13);
    __Pyx_XGOTREF(__pyx_t_14);
    /*try:*/ {

      /* "lib/Naked/toolshed/c/benchmarking.pyx":247
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 *             import numpy as np             # <<<<<<<<<<<<<<
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_v_np = __pyx_t_3;
      __pyx_t_3 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":248
 *         try:
 *             import numpy as np
 *             array = np.array(result_list)             # <<<<<<<<<<<<<<
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_result_list);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_result_list);
      __Pyx_GIVEREF(__pyx_v_result_list);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_array = __pyx_t_2;
      __pyx_t_2 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":249
 *             import numpy as np
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))             # <<<<<<<<<<<<<<
 *         except ImportError as ie:
 *             pass
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_std); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_array);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_array);
      __Pyx_GIVEREF(__pyx_v_array);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Standard_Deviation, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 249; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L20_try_end;
    __pyx_L13_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":250
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:             # <<<<<<<<<<<<<<
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 */
    __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_15) {
      __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_8, &__pyx_t_3, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L15_except_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __pyx_v_ie = __pyx_t_3;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L14_exception_handled;
    }
    goto __pyx_L15_except_error;
    __pyx_L15_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    goto __pyx_L1_error;
    __pyx_L14_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    __pyx_L20_try_end:;
  }

  /* "lib/Naked/toolshed/c/benchmarking.pyx":252
 *         except ImportError as ie:
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_cur_scope->__pyx_v_repetitions); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Mean_per_repetition, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_sec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":253
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")             # <<<<<<<<<<<<<<
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_of_benchmark_function); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mean_benchmark);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mean_benchmark);
  __Pyx_GIVEREF(__pyx_v_mean_benchmark);
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_sec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":254
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_v_mean_benchmark); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
  __Pyx_GIVEREF(__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Ratio, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":255
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":209
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result_list);
  __Pyx_XDECREF(__pyx_v_benchmark_list);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_L);
  __Pyx_XDECREF(__pyx_v_start2);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_end2);
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_run);
  __Pyx_XDECREF(__pyx_v_mean);
  __Pyx_XDECREF(__pyx_v_mean_benchmark);
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_XDECREF(__pyx_v_array);
  __Pyx_XDECREF(__pyx_v_ie);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":207
 * #    additional benchmark decorators that replicate the above function with different # repetitions
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_14timer_trials_benchmark_10(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_trials_benchmark_10", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_cur_scope->__pyx_v_trials = __pyx_v_trials;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":208
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":209
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_10_1wrapper, 0, __pyx_n_s_timer_trials_benchmark_10_locals, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__25)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":208
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":256
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":207
 * #    additional benchmark decorators that replicate the above function with different # repetitions
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":258
 *     return wrapper
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_17timer_trials_benchmark_100(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_17timer_trials_benchmark_100 = {__Pyx_NAMESTR("timer_trials_benchmark_100"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_17timer_trials_benchmark_100, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_17timer_trials_benchmark_100(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  PyObject *__pyx_v_trials = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_trials_benchmark_100 (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,&__pyx_n_s_trials,0};
    PyObject* values[3] = {0,0,0};
    values[1] = ((PyObject *)__pyx_int_100);
    values[2] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_trials);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_trials_benchmark_100") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
    __pyx_v_trials = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_trials_benchmark_100", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_100", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_16timer_trials_benchmark_100(__pyx_self, __pyx_v_func, __pyx_v_repetitions, __pyx_v_trials);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":260
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *__pyx_outer_scope;
  PyObject *__pyx_v_result_list = NULL;
  PyObject *__pyx_v_benchmark_list = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_y = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_L = NULL;
  PyObject *__pyx_v_start2 = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_j = NULL;
  long __pyx_v_i;
  PyObject *__pyx_v_end2 = NULL;
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_run = NULL;
  PyObject *__pyx_v_mean = NULL;
  PyObject *__pyx_v_mean_benchmark = NULL;
  PyObject *__pyx_v_np = NULL;
  PyObject *__pyx_v_array = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_ie = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  long __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":261
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         result_list = []
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Starting_timed_trials_of, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s__16); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":262
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         result_list = []
 *         benchmark_list = []
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 262; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":263
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 *         result_list = []             # <<<<<<<<<<<<<<
 *         benchmark_list = []
 *         # disable garbage collection
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":264
 *         sys.stdout.flush()
 *         result_list = []
 *         benchmark_list = []             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_benchmark_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":266
 *         benchmark_list = []
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         for x in range(trials):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":267
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         for x in range(trials):
 *             # test function
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 267; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":268
 *         gc.collect()
 *         gc.disable()
 *         for x in range(trials):             # <<<<<<<<<<<<<<
 *             # test function
 *             start = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_trials)) { __Pyx_RaiseClosureNameError("trials"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":270
 *         for x in range(trials):
 *             # test function
 *             start = time.time()             # <<<<<<<<<<<<<<
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 270; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 270; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 270; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":271
 *             # test function
 *             start = time.time()
 *             for y in range(repetitions):             # <<<<<<<<<<<<<<
 *                 func(*args, **kwargs)
 *             end = time.time()
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
      __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_1 = __pyx_t_7(__pyx_t_2);
        if (unlikely(!__pyx_t_1)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_1);
      }
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":272
 *             start = time.time()
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             end = time.time()
 *             result = func(*args, **kwargs)
 */
      if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
      __pyx_t_1 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __pyx_v_kwargs;
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":273
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 *             end = time.time()             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":274
 *                 func(*args, **kwargs)
 *             end = time.time()
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             result_list.append(end-start)
 *             # benchmark function
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":275
 *             end = time.time()
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)             # <<<<<<<<<<<<<<
 *             # benchmark function
 *             L = []
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_result_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":277
 *             result_list.append(end-start)
 *             # benchmark function
 *             L = []             # <<<<<<<<<<<<<<
 *             start2 = time.time()
 *             for j in range(repetitions):
 */
    __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_XDECREF_SET(__pyx_v_L, ((PyObject*)__pyx_t_8));
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":278
 *             # benchmark function
 *             L = []
 *             start2 = time.time()             # <<<<<<<<<<<<<<
 *             for j in range(repetitions):
 *                 for i in range(10):
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":279
 *             L = []
 *             start2 = time.time()
 *             for j in range(repetitions):             # <<<<<<<<<<<<<<
 *                 for i in range(10):
 *                     L.append(i)
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (PyList_CheckExact(__pyx_t_9) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_9 = __pyx_t_7(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":280
 *             start2 = time.time()
 *             for j in range(repetitions):
 *                 for i in range(10):             # <<<<<<<<<<<<<<
 *                     L.append(i)
 *             end2 = time.time()
 */
      for (__pyx_t_11 = 0; __pyx_t_11 < 10; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "lib/Naked/toolshed/c/benchmarking.pyx":281
 *             for j in range(repetitions):
 *                 for i in range(10):
 *                     L.append(i)             # <<<<<<<<<<<<<<
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 */
        __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_i); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 281; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_L, __pyx_t_9); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 281; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":282
 *                 for i in range(10):
 *                     L.append(i)
 *             end2 = time.time()             # <<<<<<<<<<<<<<
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":283
 *                     L.append(i)
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)             # <<<<<<<<<<<<<<
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end2, __pyx_v_start2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_benchmark_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":284
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_stdout); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_write); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":285
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 *             sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
    __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_stdout); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_flush); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":286
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(" ")
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_enable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":287
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         n = 1
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":288
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         n = 1
 *         for run in result_list:
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":289
 *         gc.collect()
 *         print(" ")
 *         n = 1             # <<<<<<<<<<<<<<
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 */
  __Pyx_INCREF(__pyx_int_1);
  __pyx_v_n = __pyx_int_1;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":290
 *         print(" ")
 *         n = 1
 *         for run in result_list:             # <<<<<<<<<<<<<<
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 */
  __pyx_t_3 = __pyx_v_result_list; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_8); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_run, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":291
 *         n = 1
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))             # <<<<<<<<<<<<<<
 *             n += 1
 *         print("-"*50)
 */
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Trial, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_kp_s__19); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_run);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_run);
    __Pyx_GIVEREF(__pyx_v_run);
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":292
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1             # <<<<<<<<<<<<<<
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 */
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_n, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF_SET(__pyx_v_n, __pyx_t_8);
    __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":293
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 *         print("-"*50)             # <<<<<<<<<<<<<<
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 */
  __pyx_t_3 = PyNumber_Multiply(__pyx_kp_s__20, __pyx_int_50); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":294
 *             n += 1
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)             # <<<<<<<<<<<<<<
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_result_list);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_result_list);
  __Pyx_GIVEREF(__pyx_v_result_list);
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_3, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_result_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_mean = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":295
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_benchmark_list);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_benchmark_list);
  __Pyx_GIVEREF(__pyx_v_benchmark_list);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_benchmark_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_mean_benchmark = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":296
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")             # <<<<<<<<<<<<<<
 *         try:
 *             import numpy as np
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_repetitions_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_v_mean);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_mean);
  __Pyx_GIVEREF(__pyx_v_mean);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_sec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":297
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:             # <<<<<<<<<<<<<<
 *             import numpy as np
 *             array = np.array(result_list)
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_13);
    __Pyx_XGOTREF(__pyx_t_14);
    /*try:*/ {

      /* "lib/Naked/toolshed/c/benchmarking.pyx":298
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 *             import numpy as np             # <<<<<<<<<<<<<<
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_v_np = __pyx_t_3;
      __pyx_t_3 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":299
 *         try:
 *             import numpy as np
 *             array = np.array(result_list)             # <<<<<<<<<<<<<<
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_result_list);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_result_list);
      __Pyx_GIVEREF(__pyx_v_result_list);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_array = __pyx_t_2;
      __pyx_t_2 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":300
 *             import numpy as np
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))             # <<<<<<<<<<<<<<
 *         except ImportError as ie:
 *             pass
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_std); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_array);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_array);
      __Pyx_GIVEREF(__pyx_v_array);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Standard_Deviation, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L20_try_end;
    __pyx_L13_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":301
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:             # <<<<<<<<<<<<<<
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 */
    __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_15) {
      __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_100.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_8, &__pyx_t_3, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 301; __pyx_clineno = __LINE__; goto __pyx_L15_except_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __pyx_v_ie = __pyx_t_3;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L14_exception_handled;
    }
    goto __pyx_L15_except_error;
    __pyx_L15_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    goto __pyx_L1_error;
    __pyx_L14_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    __pyx_L20_try_end:;
  }

  /* "lib/Naked/toolshed/c/benchmarking.pyx":303
 *         except ImportError as ie:
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_cur_scope->__pyx_v_repetitions); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Mean_per_repetition, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_sec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":304
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")             # <<<<<<<<<<<<<<
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_of_benchmark_function); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mean_benchmark);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mean_benchmark);
  __Pyx_GIVEREF(__pyx_v_mean_benchmark);
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_sec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":305
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_v_mean_benchmark); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
  __Pyx_GIVEREF(__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Ratio, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":306
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":260
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_100.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result_list);
  __Pyx_XDECREF(__pyx_v_benchmark_list);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_L);
  __Pyx_XDECREF(__pyx_v_start2);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_end2);
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_run);
  __Pyx_XDECREF(__pyx_v_mean);
  __Pyx_XDECREF(__pyx_v_mean_benchmark);
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_XDECREF(__pyx_v_array);
  __Pyx_XDECREF(__pyx_v_ie);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":258
 *     return wrapper
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_16timer_trials_benchmark_100(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_trials_benchmark_100", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_cur_scope->__pyx_v_trials = __pyx_v_trials;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":259
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":260
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_100_1wrapper, 0, __pyx_n_s_timer_trials_benchmark_100_local, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__28)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":259
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":307
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":258
 *     return wrapper
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_100", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":309
 *     return wrapper
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_19timer_trials_benchmark_1k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_19timer_trials_benchmark_1k = {__Pyx_NAMESTR("timer_trials_benchmark_1k"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_19timer_trials_benchmark_1k, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_19timer_trials_benchmark_1k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  PyObject *__pyx_v_trials = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_trials_benchmark_1k (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,&__pyx_n_s_trials,0};
    PyObject* values[3] = {0,0,0};
    values[1] = ((PyObject *)__pyx_int_1000);
    values[2] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_trials);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_trials_benchmark_1k") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
    __pyx_v_trials = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_trials_benchmark_1k", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_18timer_trials_benchmark_1k(__pyx_self, __pyx_v_func, __pyx_v_repetitions, __pyx_v_trials);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":311
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *__pyx_outer_scope;
  PyObject *__pyx_v_result_list = NULL;
  PyObject *__pyx_v_benchmark_list = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_y = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_L = NULL;
  PyObject *__pyx_v_start2 = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_j = NULL;
  long __pyx_v_i;
  PyObject *__pyx_v_end2 = NULL;
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_run = NULL;
  PyObject *__pyx_v_mean = NULL;
  PyObject *__pyx_v_mean_benchmark = NULL;
  PyObject *__pyx_v_np = NULL;
  PyObject *__pyx_v_array = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_ie = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  long __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":312
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         result_list = []
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Starting_timed_trials_of, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s__16); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":313
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         result_list = []
 *         benchmark_list = []
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 313; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 313; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 313; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 313; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":314
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 *         result_list = []             # <<<<<<<<<<<<<<
 *         benchmark_list = []
 *         # disable garbage collection
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":315
 *         sys.stdout.flush()
 *         result_list = []
 *         benchmark_list = []             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_benchmark_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":317
 *         benchmark_list = []
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         for x in range(trials):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":318
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         for x in range(trials):
 *             # test function
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":319
 *         gc.collect()
 *         gc.disable()
 *         for x in range(trials):             # <<<<<<<<<<<<<<
 *             # test function
 *             start = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_trials)) { __Pyx_RaiseClosureNameError("trials"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":321
 *         for x in range(trials):
 *             # test function
 *             start = time.time()             # <<<<<<<<<<<<<<
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":322
 *             # test function
 *             start = time.time()
 *             for y in range(repetitions):             # <<<<<<<<<<<<<<
 *                 func(*args, **kwargs)
 *             end = time.time()
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
      __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_1 = __pyx_t_7(__pyx_t_2);
        if (unlikely(!__pyx_t_1)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_1);
      }
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":323
 *             start = time.time()
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             end = time.time()
 *             result = func(*args, **kwargs)
 */
      if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
      __pyx_t_1 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __pyx_v_kwargs;
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":324
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 *             end = time.time()             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":325
 *                 func(*args, **kwargs)
 *             end = time.time()
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             result_list.append(end-start)
 *             # benchmark function
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 325; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 325; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 325; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":326
 *             end = time.time()
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)             # <<<<<<<<<<<<<<
 *             # benchmark function
 *             L = []
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 326; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_result_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 326; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":328
 *             result_list.append(end-start)
 *             # benchmark function
 *             L = []             # <<<<<<<<<<<<<<
 *             start2 = time.time()
 *             for j in range(repetitions):
 */
    __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_XDECREF_SET(__pyx_v_L, ((PyObject*)__pyx_t_8));
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":329
 *             # benchmark function
 *             L = []
 *             start2 = time.time()             # <<<<<<<<<<<<<<
 *             for j in range(repetitions):
 *                 for i in range(10):
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":330
 *             L = []
 *             start2 = time.time()
 *             for j in range(repetitions):             # <<<<<<<<<<<<<<
 *                 for i in range(10):
 *                     L.append(i)
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (PyList_CheckExact(__pyx_t_9) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_9 = __pyx_t_7(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":331
 *             start2 = time.time()
 *             for j in range(repetitions):
 *                 for i in range(10):             # <<<<<<<<<<<<<<
 *                     L.append(i)
 *             end2 = time.time()
 */
      for (__pyx_t_11 = 0; __pyx_t_11 < 10; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "lib/Naked/toolshed/c/benchmarking.pyx":332
 *             for j in range(repetitions):
 *                 for i in range(10):
 *                     L.append(i)             # <<<<<<<<<<<<<<
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 */
        __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_i); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_L, __pyx_t_9); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":333
 *                 for i in range(10):
 *                     L.append(i)
 *             end2 = time.time()             # <<<<<<<<<<<<<<
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":334
 *                     L.append(i)
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)             # <<<<<<<<<<<<<<
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end2, __pyx_v_start2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_benchmark_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":335
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_stdout); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_write); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__29, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":336
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 *             sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
    __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_stdout); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_flush); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":337
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(" ")
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_enable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":338
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         n = 1
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":339
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         n = 1
 *         for run in result_list:
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":340
 *         gc.collect()
 *         print(" ")
 *         n = 1             # <<<<<<<<<<<<<<
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 */
  __Pyx_INCREF(__pyx_int_1);
  __pyx_v_n = __pyx_int_1;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":341
 *         print(" ")
 *         n = 1
 *         for run in result_list:             # <<<<<<<<<<<<<<
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 */
  __pyx_t_3 = __pyx_v_result_list; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_8); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_run, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":342
 *         n = 1
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))             # <<<<<<<<<<<<<<
 *             n += 1
 *         print("-"*50)
 */
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Trial, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_kp_s__19); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_run);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_run);
    __Pyx_GIVEREF(__pyx_v_run);
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":343
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1             # <<<<<<<<<<<<<<
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 */
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_n, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF_SET(__pyx_v_n, __pyx_t_8);
    __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":344
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 *         print("-"*50)             # <<<<<<<<<<<<<<
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 */
  __pyx_t_3 = PyNumber_Multiply(__pyx_kp_s__20, __pyx_int_50); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":345
 *             n += 1
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)             # <<<<<<<<<<<<<<
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_result_list);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_result_list);
  __Pyx_GIVEREF(__pyx_v_result_list);
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_3, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_result_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_mean = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":346
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_benchmark_list);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_benchmark_list);
  __Pyx_GIVEREF(__pyx_v_benchmark_list);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_benchmark_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 346; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_mean_benchmark = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":347
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")             # <<<<<<<<<<<<<<
 *         try:
 *             import numpy as np
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_repetitions_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_v_mean);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_mean);
  __Pyx_GIVEREF(__pyx_v_mean);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_sec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":348
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:             # <<<<<<<<<<<<<<
 *             import numpy as np
 *             array = np.array(result_list)
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_13);
    __Pyx_XGOTREF(__pyx_t_14);
    /*try:*/ {

      /* "lib/Naked/toolshed/c/benchmarking.pyx":349
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 *             import numpy as np             # <<<<<<<<<<<<<<
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 349; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_v_np = __pyx_t_3;
      __pyx_t_3 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":350
 *         try:
 *             import numpy as np
 *             array = np.array(result_list)             # <<<<<<<<<<<<<<
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_result_list);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_result_list);
      __Pyx_GIVEREF(__pyx_v_result_list);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_array = __pyx_t_2;
      __pyx_t_2 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":351
 *             import numpy as np
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))             # <<<<<<<<<<<<<<
 *         except ImportError as ie:
 *             pass
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_std); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_array);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_array);
      __Pyx_GIVEREF(__pyx_v_array);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Standard_Deviation, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L20_try_end;
    __pyx_L13_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":352
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:             # <<<<<<<<<<<<<<
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 */
    __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_15) {
      __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1k.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_8, &__pyx_t_3, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L15_except_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __pyx_v_ie = __pyx_t_3;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L14_exception_handled;
    }
    goto __pyx_L15_except_error;
    __pyx_L15_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    goto __pyx_L1_error;
    __pyx_L14_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    __pyx_L20_try_end:;
  }

  /* "lib/Naked/toolshed/c/benchmarking.pyx":354
 *         except ImportError as ie:
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_cur_scope->__pyx_v_repetitions); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Mean_per_repetition, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_sec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":355
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")             # <<<<<<<<<<<<<<
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_of_benchmark_function); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mean_benchmark);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mean_benchmark);
  __Pyx_GIVEREF(__pyx_v_mean_benchmark);
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_sec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":356
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_v_mean_benchmark); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 356; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 356; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
  __Pyx_GIVEREF(__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 356; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Ratio, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 356; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 356; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":357
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 357; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":311
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1k.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result_list);
  __Pyx_XDECREF(__pyx_v_benchmark_list);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_L);
  __Pyx_XDECREF(__pyx_v_start2);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_end2);
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_run);
  __Pyx_XDECREF(__pyx_v_mean);
  __Pyx_XDECREF(__pyx_v_mean_benchmark);
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_XDECREF(__pyx_v_array);
  __Pyx_XDECREF(__pyx_v_ie);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":309
 *     return wrapper
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_18timer_trials_benchmark_1k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_trials_benchmark_1k", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_cur_scope->__pyx_v_trials = __pyx_v_trials;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":310
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":311
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1k_1wrapper, 0, __pyx_n_s_timer_trials_benchmark_1k_locals, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__31)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":310
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":358
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":309
 *     return wrapper
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":360
 *     return wrapper
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_21timer_trials_benchmark_10k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_21timer_trials_benchmark_10k = {__Pyx_NAMESTR("timer_trials_benchmark_10k"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_21timer_trials_benchmark_10k, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_21timer_trials_benchmark_10k(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  PyObject *__pyx_v_trials = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_trials_benchmark_10k (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,&__pyx_n_s_trials,0};
    PyObject* values[3] = {0,0,0};
    values[1] = ((PyObject *)__pyx_int_10000);
    values[2] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_trials);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_trials_benchmark_10k") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
    __pyx_v_trials = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_trials_benchmark_10k", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_20timer_trials_benchmark_10k(__pyx_self, __pyx_v_func, __pyx_v_repetitions, __pyx_v_trials);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":362
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *__pyx_outer_scope;
  PyObject *__pyx_v_result_list = NULL;
  PyObject *__pyx_v_benchmark_list = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_y = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_L = NULL;
  PyObject *__pyx_v_start2 = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_j = NULL;
  long __pyx_v_i;
  PyObject *__pyx_v_end2 = NULL;
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_run = NULL;
  PyObject *__pyx_v_mean = NULL;
  PyObject *__pyx_v_mean_benchmark = NULL;
  PyObject *__pyx_v_np = NULL;
  PyObject *__pyx_v_array = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_ie = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  long __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":363
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         result_list = []
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Starting_timed_trials_of, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s__16); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":364
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         result_list = []
 *         benchmark_list = []
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":365
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 *         result_list = []             # <<<<<<<<<<<<<<
 *         benchmark_list = []
 *         # disable garbage collection
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":366
 *         sys.stdout.flush()
 *         result_list = []
 *         benchmark_list = []             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_benchmark_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":368
 *         benchmark_list = []
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         for x in range(trials):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":369
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         for x in range(trials):
 *             # test function
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":370
 *         gc.collect()
 *         gc.disable()
 *         for x in range(trials):             # <<<<<<<<<<<<<<
 *             # test function
 *             start = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_trials)) { __Pyx_RaiseClosureNameError("trials"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":372
 *         for x in range(trials):
 *             # test function
 *             start = time.time()             # <<<<<<<<<<<<<<
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":373
 *             # test function
 *             start = time.time()
 *             for y in range(repetitions):             # <<<<<<<<<<<<<<
 *                 func(*args, **kwargs)
 *             end = time.time()
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
      __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_1 = __pyx_t_7(__pyx_t_2);
        if (unlikely(!__pyx_t_1)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_1);
      }
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":374
 *             start = time.time()
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             end = time.time()
 *             result = func(*args, **kwargs)
 */
      if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
      __pyx_t_1 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __pyx_v_kwargs;
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":375
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 *             end = time.time()             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":376
 *                 func(*args, **kwargs)
 *             end = time.time()
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             result_list.append(end-start)
 *             # benchmark function
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":377
 *             end = time.time()
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)             # <<<<<<<<<<<<<<
 *             # benchmark function
 *             L = []
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_result_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":379
 *             result_list.append(end-start)
 *             # benchmark function
 *             L = []             # <<<<<<<<<<<<<<
 *             start2 = time.time()
 *             for j in range(repetitions):
 */
    __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_XDECREF_SET(__pyx_v_L, ((PyObject*)__pyx_t_8));
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":380
 *             # benchmark function
 *             L = []
 *             start2 = time.time()             # <<<<<<<<<<<<<<
 *             for j in range(repetitions):
 *                 for i in range(10):
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":381
 *             L = []
 *             start2 = time.time()
 *             for j in range(repetitions):             # <<<<<<<<<<<<<<
 *                 for i in range(10):
 *                     L.append(i)
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (PyList_CheckExact(__pyx_t_9) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_9 = __pyx_t_7(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":382
 *             start2 = time.time()
 *             for j in range(repetitions):
 *                 for i in range(10):             # <<<<<<<<<<<<<<
 *                     L.append(i)
 *             end2 = time.time()
 */
      for (__pyx_t_11 = 0; __pyx_t_11 < 10; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "lib/Naked/toolshed/c/benchmarking.pyx":383
 *             for j in range(repetitions):
 *                 for i in range(10):
 *                     L.append(i)             # <<<<<<<<<<<<<<
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 */
        __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_i); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_L, __pyx_t_9); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":384
 *                 for i in range(10):
 *                     L.append(i)
 *             end2 = time.time()             # <<<<<<<<<<<<<<
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":385
 *                     L.append(i)
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)             # <<<<<<<<<<<<<<
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end2, __pyx_v_start2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_benchmark_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":386
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_stdout); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_write); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__32, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":387
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 *             sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
    __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_stdout); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_flush); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":388
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(" ")
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_enable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":389
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         n = 1
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":390
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         n = 1
 *         for run in result_list:
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":391
 *         gc.collect()
 *         print(" ")
 *         n = 1             # <<<<<<<<<<<<<<
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 */
  __Pyx_INCREF(__pyx_int_1);
  __pyx_v_n = __pyx_int_1;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":392
 *         print(" ")
 *         n = 1
 *         for run in result_list:             # <<<<<<<<<<<<<<
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 */
  __pyx_t_3 = __pyx_v_result_list; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_8); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_run, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":393
 *         n = 1
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))             # <<<<<<<<<<<<<<
 *             n += 1
 *         print("-"*50)
 */
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Trial, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_kp_s__19); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_run);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_run);
    __Pyx_GIVEREF(__pyx_v_run);
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":394
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1             # <<<<<<<<<<<<<<
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 */
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_n, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF_SET(__pyx_v_n, __pyx_t_8);
    __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":395
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 *         print("-"*50)             # <<<<<<<<<<<<<<
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 */
  __pyx_t_3 = PyNumber_Multiply(__pyx_kp_s__20, __pyx_int_50); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":396
 *             n += 1
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)             # <<<<<<<<<<<<<<
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_result_list);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_result_list);
  __Pyx_GIVEREF(__pyx_v_result_list);
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_3, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_result_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_mean = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":397
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_benchmark_list);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_benchmark_list);
  __Pyx_GIVEREF(__pyx_v_benchmark_list);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_benchmark_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_mean_benchmark = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":398
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")             # <<<<<<<<<<<<<<
 *         try:
 *             import numpy as np
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_repetitions_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_v_mean);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_mean);
  __Pyx_GIVEREF(__pyx_v_mean);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_sec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":399
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:             # <<<<<<<<<<<<<<
 *             import numpy as np
 *             array = np.array(result_list)
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_13);
    __Pyx_XGOTREF(__pyx_t_14);
    /*try:*/ {

      /* "lib/Naked/toolshed/c/benchmarking.pyx":400
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 *             import numpy as np             # <<<<<<<<<<<<<<
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 400; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_v_np = __pyx_t_3;
      __pyx_t_3 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":401
 *         try:
 *             import numpy as np
 *             array = np.array(result_list)             # <<<<<<<<<<<<<<
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_result_list);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_result_list);
      __Pyx_GIVEREF(__pyx_v_result_list);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_array = __pyx_t_2;
      __pyx_t_2 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":402
 *             import numpy as np
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))             # <<<<<<<<<<<<<<
 *         except ImportError as ie:
 *             pass
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_std); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_array);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_array);
      __Pyx_GIVEREF(__pyx_v_array);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Standard_Deviation, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L20_try_end;
    __pyx_L13_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":403
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:             # <<<<<<<<<<<<<<
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 */
    __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_15) {
      __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10k.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_8, &__pyx_t_3, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 403; __pyx_clineno = __LINE__; goto __pyx_L15_except_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __pyx_v_ie = __pyx_t_3;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L14_exception_handled;
    }
    goto __pyx_L15_except_error;
    __pyx_L15_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    goto __pyx_L1_error;
    __pyx_L14_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    __pyx_L20_try_end:;
  }

  /* "lib/Naked/toolshed/c/benchmarking.pyx":405
 *         except ImportError as ie:
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_cur_scope->__pyx_v_repetitions); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Mean_per_repetition, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_sec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":406
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")             # <<<<<<<<<<<<<<
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_of_benchmark_function); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mean_benchmark);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mean_benchmark);
  __Pyx_GIVEREF(__pyx_v_mean_benchmark);
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_sec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":407
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_v_mean_benchmark); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
  __Pyx_GIVEREF(__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Ratio, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":408
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":362
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10k.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result_list);
  __Pyx_XDECREF(__pyx_v_benchmark_list);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_L);
  __Pyx_XDECREF(__pyx_v_start2);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_end2);
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_run);
  __Pyx_XDECREF(__pyx_v_mean);
  __Pyx_XDECREF(__pyx_v_mean_benchmark);
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_XDECREF(__pyx_v_array);
  __Pyx_XDECREF(__pyx_v_ie);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":360
 *     return wrapper
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_20timer_trials_benchmark_10k(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_trials_benchmark_10k", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_cur_scope->__pyx_v_trials = __pyx_v_trials;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":361
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":362
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_26timer_trials_benchmark_10k_1wrapper, 0, __pyx_n_s_timer_trials_benchmark_10k_local, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__34)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":361
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 361; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":409
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":360
 *     return wrapper
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_10k", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":411
 *     return wrapper
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_23timer_trials_benchmark_1m(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_23timer_trials_benchmark_1m = {__Pyx_NAMESTR("timer_trials_benchmark_1m"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_23timer_trials_benchmark_1m, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_23timer_trials_benchmark_1m(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_repetitions = 0;
  PyObject *__pyx_v_trials = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("timer_trials_benchmark_1m (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_repetitions,&__pyx_n_s_trials,0};
    PyObject* values[3] = {0,0,0};
    values[1] = ((PyObject *)__pyx_int_1000000);
    values[2] = ((PyObject *)__pyx_int_10);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_repetitions);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_trials);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "timer_trials_benchmark_1m") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_repetitions = values[1];
    __pyx_v_trials = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("timer_trials_benchmark_1m", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1m", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1m(__pyx_self, __pyx_v_func, __pyx_v_repetitions, __pyx_v_trials);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":413
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

/* Python wrapper */
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_1wrapper = {__Pyx_NAMESTR("wrapper"), (PyCFunction)__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_1wrapper, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)};
static PyObject *__pyx_pw_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_1wrapper(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_args = 0;
  PyObject *__pyx_v_kwargs = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("wrapper (wrapper)", 0);
  if (unlikely(__pyx_kwds) && unlikely(!__Pyx_CheckKeywordStrings(__pyx_kwds, "wrapper", 1))) return NULL;
  __pyx_v_kwargs = (__pyx_kwds) ? PyDict_Copy(__pyx_kwds) : PyDict_New();
  if (unlikely(!__pyx_v_kwargs)) return NULL;
  __Pyx_GOTREF(__pyx_v_kwargs);
  __Pyx_INCREF(__pyx_args);
  __pyx_v_args = __pyx_args;
  __pyx_r = __pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_wrapper(__pyx_self, __pyx_v_args, __pyx_v_kwargs);

  /* function exit code */
  __Pyx_XDECREF(__pyx_v_args);
  __Pyx_XDECREF(__pyx_v_kwargs);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_wrapper(PyObject *__pyx_self, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *__pyx_cur_scope;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *__pyx_outer_scope;
  PyObject *__pyx_v_result_list = NULL;
  PyObject *__pyx_v_benchmark_list = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_start = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_y = NULL;
  PyObject *__pyx_v_end = NULL;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_L = NULL;
  PyObject *__pyx_v_start2 = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_j = NULL;
  long __pyx_v_i;
  PyObject *__pyx_v_end2 = NULL;
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_run = NULL;
  PyObject *__pyx_v_mean = NULL;
  PyObject *__pyx_v_mean_benchmark = NULL;
  PyObject *__pyx_v_np = NULL;
  PyObject *__pyx_v_array = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_ie = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  PyObject *(*__pyx_t_7)(PyObject *);
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  long __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("wrapper", 0);
  __pyx_outer_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":414
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")             # <<<<<<<<<<<<<<
 *         sys.stdout.flush()
 *         result_list = []
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_stdout); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_write); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Starting_timed_trials_of, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s__16); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":415
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         result_list = []
 *         benchmark_list = []
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_stdout); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_flush); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":416
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 *         result_list = []             # <<<<<<<<<<<<<<
 *         benchmark_list = []
 *         # disable garbage collection
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 416; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":417
 *         sys.stdout.flush()
 *         result_list = []
 *         benchmark_list = []             # <<<<<<<<<<<<<<
 *         # disable garbage collection
 *         gc.collect()
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 417; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_benchmark_list = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":419
 *         benchmark_list = []
 *         # disable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         gc.disable()
 *         for x in range(trials):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":420
 *         # disable garbage collection
 *         gc.collect()
 *         gc.disable()             # <<<<<<<<<<<<<<
 *         for x in range(trials):
 *             # test function
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_disable); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":421
 *         gc.collect()
 *         gc.disable()
 *         for x in range(trials):             # <<<<<<<<<<<<<<
 *             # test function
 *             start = time.time()
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_trials)) { __Pyx_RaiseClosureNameError("trials"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyList_CheckExact(__pyx_t_2) || PyTuple_CheckExact(__pyx_t_2)) {
    __pyx_t_3 = __pyx_t_2; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = Py_TYPE(__pyx_t_3)->tp_iternext;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  for (;;) {
    if (!__pyx_t_5 && PyList_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else if (!__pyx_t_5 && PyTuple_CheckExact(__pyx_t_3)) {
      if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #else
      __pyx_t_2 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      #endif
    } else {
      __pyx_t_2 = __pyx_t_5(__pyx_t_3);
      if (unlikely(!__pyx_t_2)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_2);
    }
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":423
 *         for x in range(trials):
 *             # test function
 *             start = time.time()             # <<<<<<<<<<<<<<
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":424
 *             # test function
 *             start = time.time()
 *             for y in range(repetitions):             # <<<<<<<<<<<<<<
 *                 func(*args, **kwargs)
 *             end = time.time()
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyList_CheckExact(__pyx_t_1) || PyTuple_CheckExact(__pyx_t_1)) {
      __pyx_t_2 = __pyx_t_1; __Pyx_INCREF(__pyx_t_2); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_7 = Py_TYPE(__pyx_t_2)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_2)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_1 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_6); __Pyx_INCREF(__pyx_t_1); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_1 = PySequence_ITEM(__pyx_t_2, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_1 = __pyx_t_7(__pyx_t_2);
        if (unlikely(!__pyx_t_1)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_1);
      }
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":425
 *             start = time.time()
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             end = time.time()
 *             result = func(*args, **kwargs)
 */
      if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
      __pyx_t_1 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_8 = __pyx_v_kwargs;
      __Pyx_INCREF(__pyx_t_8);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":426
 *             for y in range(repetitions):
 *                 func(*args, **kwargs)
 *             end = time.time()             # <<<<<<<<<<<<<<
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":427
 *                 func(*args, **kwargs)
 *             end = time.time()
 *             result = func(*args, **kwargs)             # <<<<<<<<<<<<<<
 *             result_list.append(end-start)
 *             # benchmark function
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_func)) { __Pyx_RaiseClosureNameError("func"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = PySequence_Tuple(__pyx_v_args); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_9 = __pyx_v_kwargs;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_func, __pyx_t_2, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_result, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":428
 *             end = time.time()
 *             result = func(*args, **kwargs)
 *             result_list.append(end-start)             # <<<<<<<<<<<<<<
 *             # benchmark function
 *             L = []
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end, __pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_result_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":430
 *             result_list.append(end-start)
 *             # benchmark function
 *             L = []             # <<<<<<<<<<<<<<
 *             start2 = time.time()
 *             for j in range(repetitions):
 */
    __pyx_t_8 = PyList_New(0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_XDECREF_SET(__pyx_v_L, ((PyObject*)__pyx_t_8));
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":431
 *             # benchmark function
 *             L = []
 *             start2 = time.time()             # <<<<<<<<<<<<<<
 *             for j in range(repetitions):
 *                 for i in range(10):
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_start2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":432
 *             L = []
 *             start2 = time.time()
 *             for j in range(repetitions):             # <<<<<<<<<<<<<<
 *                 for i in range(10):
 *                     L.append(i)
 */
    if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
    __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    if (PyList_CheckExact(__pyx_t_9) || PyTuple_CheckExact(__pyx_t_9)) {
      __pyx_t_8 = __pyx_t_9; __Pyx_INCREF(__pyx_t_8); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
    } else {
      __pyx_t_6 = -1; __pyx_t_8 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_7 = Py_TYPE(__pyx_t_8)->tp_iternext;
    }
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    for (;;) {
      if (!__pyx_t_7 && PyList_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyList_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else if (!__pyx_t_7 && PyTuple_CheckExact(__pyx_t_8)) {
        if (__pyx_t_6 >= PyTuple_GET_SIZE(__pyx_t_8)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_8, __pyx_t_6); __Pyx_INCREF(__pyx_t_9); __pyx_t_6++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_8, __pyx_t_6); __pyx_t_6++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        __pyx_t_9 = __pyx_t_7(__pyx_t_8);
        if (unlikely(!__pyx_t_9)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_9);
      }
      __Pyx_XDECREF_SET(__pyx_v_j, __pyx_t_9);
      __pyx_t_9 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":433
 *             start2 = time.time()
 *             for j in range(repetitions):
 *                 for i in range(10):             # <<<<<<<<<<<<<<
 *                     L.append(i)
 *             end2 = time.time()
 */
      for (__pyx_t_11 = 0; __pyx_t_11 < 10; __pyx_t_11+=1) {
        __pyx_v_i = __pyx_t_11;

        /* "lib/Naked/toolshed/c/benchmarking.pyx":434
 *             for j in range(repetitions):
 *                 for i in range(10):
 *                     L.append(i)             # <<<<<<<<<<<<<<
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 */
        __pyx_t_9 = __Pyx_PyInt_From_long(__pyx_v_i); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_L, __pyx_t_9); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      }
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":435
 *                 for i in range(10):
 *                     L.append(i)
 *             end2 = time.time()             # <<<<<<<<<<<<<<
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_time); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_time); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF_SET(__pyx_v_end2, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":436
 *                     L.append(i)
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)             # <<<<<<<<<<<<<<
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 */
    __pyx_t_8 = PyNumber_Subtract(__pyx_v_end2, __pyx_v_start2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_10 = __Pyx_PyList_Append(__pyx_v_benchmark_list, __pyx_t_8); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":437
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
    __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_stdout); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_write); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_tuple__35, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":438
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")
 *             sys.stdout.flush()             # <<<<<<<<<<<<<<
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 */
    __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_sys); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_stdout); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_flush); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":439
 *             sys.stdout.write(".")
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection             # <<<<<<<<<<<<<<
 *         gc.collect()
 *         print(" ")
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 439; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_enable); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 439; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 439; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":440
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()             # <<<<<<<<<<<<<<
 *         print(" ")
 *         n = 1
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_gc); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_collect); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":441
 *         gc.enable()  # re-enable garbage collection
 *         gc.collect()
 *         print(" ")             # <<<<<<<<<<<<<<
 *         n = 1
 *         for run in result_list:
 */
  if (__Pyx_PrintOne(0, __pyx_kp_s__2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 441; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":442
 *         gc.collect()
 *         print(" ")
 *         n = 1             # <<<<<<<<<<<<<<
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 */
  __Pyx_INCREF(__pyx_int_1);
  __pyx_v_n = __pyx_int_1;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":443
 *         print(" ")
 *         n = 1
 *         for run in result_list:             # <<<<<<<<<<<<<<
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 */
  __pyx_t_3 = __pyx_v_result_list; __Pyx_INCREF(__pyx_t_3); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_8 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_4); __Pyx_INCREF(__pyx_t_8); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_8 = PySequence_ITEM(__pyx_t_3, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_run, __pyx_t_8);
    __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":444
 *         n = 1
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))             # <<<<<<<<<<<<<<
 *             n += 1
 *         print("-"*50)
 */
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Trial, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = PyNumber_Add(__pyx_t_8, __pyx_kp_s__19); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_INCREF(__pyx_v_run);
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_run);
    __Pyx_GIVEREF(__pyx_v_run);
    __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_8 = PyNumber_Add(__pyx_t_9, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":445
 *         for run in result_list:
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1             # <<<<<<<<<<<<<<
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 */
    __pyx_t_8 = PyNumber_InPlaceAdd(__pyx_v_n, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF_SET(__pyx_v_n, __pyx_t_8);
    __pyx_t_8 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":446
 *             print("Trial " + str(n) + ":\t" + str(run))
 *             n += 1
 *         print("-"*50)             # <<<<<<<<<<<<<<
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 */
  __pyx_t_3 = PyNumber_Multiply(__pyx_kp_s__20, __pyx_int_50); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":447
 *             n += 1
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)             # <<<<<<<<<<<<<<
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_result_list);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_result_list);
  __Pyx_GIVEREF(__pyx_v_result_list);
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_3, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_result_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_t_8, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_mean = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":448
 *         print("-"*50)
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_benchmark_list);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_benchmark_list);
  __Pyx_GIVEREF(__pyx_v_benchmark_list);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = PyList_GET_SIZE(__pyx_v_benchmark_list); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_mean_benchmark = __pyx_t_8;
  __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":449
 *         mean = sum(result_list)/len(result_list)
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")             # <<<<<<<<<<<<<<
 *         try:
 *             import numpy as np
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_repetitions_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(__pyx_v_mean);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_mean);
  __Pyx_GIVEREF(__pyx_v_mean);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_8, __pyx_kp_s_sec); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":450
 *         mean_benchmark = sum(benchmark_list)/len(benchmark_list)
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:             # <<<<<<<<<<<<<<
 *             import numpy as np
 *             array = np.array(result_list)
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_13);
    __Pyx_XGOTREF(__pyx_t_14);
    /*try:*/ {

      /* "lib/Naked/toolshed/c/benchmarking.pyx":451
 *         print("Mean for " + str(repetitions) + " repetitions: " + str(mean) + " sec")
 *         try:
 *             import numpy as np             # <<<<<<<<<<<<<<
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_v_np = __pyx_t_3;
      __pyx_t_3 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":452
 *         try:
 *             import numpy as np
 *             array = np.array(result_list)             # <<<<<<<<<<<<<<
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_result_list);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_result_list);
      __Pyx_GIVEREF(__pyx_v_result_list);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_array = __pyx_t_2;
      __pyx_t_2 = 0;

      /* "lib/Naked/toolshed/c/benchmarking.pyx":453
 *             import numpy as np
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))             # <<<<<<<<<<<<<<
 *         except ImportError as ie:
 *             pass
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_std); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_v_array);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_array);
      __Pyx_GIVEREF(__pyx_v_array);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_8, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyNumber_Add(__pyx_kp_s_Standard_Deviation, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L13_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
    goto __pyx_L20_try_end;
    __pyx_L13_error:;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;

    /* "lib/Naked/toolshed/c/benchmarking.pyx":454
 *             array = np.array(result_list)
 *             print( "Standard Deviation: " + str(np.std(array)))
 *         except ImportError as ie:             # <<<<<<<<<<<<<<
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 */
    __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_15) {
      __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1m.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_8, &__pyx_t_3, &__pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L15_except_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __pyx_v_ie = __pyx_t_3;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L14_exception_handled;
    }
    goto __pyx_L15_except_error;
    __pyx_L15_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    goto __pyx_L1_error;
    __pyx_L14_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_13);
    __Pyx_XGIVEREF(__pyx_t_14);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_13, __pyx_t_14);
    __pyx_L20_try_end:;
  }

  /* "lib/Naked/toolshed/c/benchmarking.pyx":456
 *         except ImportError as ie:
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")             # <<<<<<<<<<<<<<
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_cur_scope->__pyx_v_repetitions); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_kp_s_Mean_per_repetition, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_kp_s_sec); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":457
 *             pass
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")             # <<<<<<<<<<<<<<
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 */
  if (unlikely(!__pyx_cur_scope->__pyx_v_repetitions)) { __Pyx_RaiseClosureNameError("repetitions"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Mean_for, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_of_benchmark_function); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_mean_benchmark);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_mean_benchmark);
  __Pyx_GIVEREF(__pyx_v_mean_benchmark);
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyNumber_Add(__pyx_t_2, __pyx_kp_s_sec); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":458
 *         print("Mean per repetition: " + str(mean/repetitions) + " sec")
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))             # <<<<<<<<<<<<<<
 *         return result
 *     return wrapper
 */
  __pyx_t_8 = __Pyx_PyNumber_Divide(__pyx_v_mean, __pyx_v_mean_benchmark); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_8);
  __Pyx_GIVEREF(__pyx_t_8);
  __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyNumber_Add(__pyx_kp_s_Ratio, __pyx_t_8); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__Pyx_PrintOne(0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":459
 *         print("Mean for " + str(repetitions) + " of benchmark function:" + str(mean_benchmark) + " sec")
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result             # <<<<<<<<<<<<<<
 *     return wrapper
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 459; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":413
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1m.wrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result_list);
  __Pyx_XDECREF(__pyx_v_benchmark_list);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_start);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XDECREF(__pyx_v_end);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_L);
  __Pyx_XDECREF(__pyx_v_start2);
  __Pyx_XDECREF(__pyx_v_j);
  __Pyx_XDECREF(__pyx_v_end2);
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_run);
  __Pyx_XDECREF(__pyx_v_mean);
  __Pyx_XDECREF(__pyx_v_mean_benchmark);
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_XDECREF(__pyx_v_array);
  __Pyx_XDECREF(__pyx_v_ie);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "lib/Naked/toolshed/c/benchmarking.pyx":411
 *     return wrapper
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

static PyObject *__pyx_pf_3lib_5Naked_8toolshed_1c_12benchmarking_22timer_trials_benchmark_1m(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_repetitions, PyObject *__pyx_v_trials) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *__pyx_cur_scope;
  PyObject *__pyx_v_wrapper = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("timer_trials_benchmark_1m", 0);
  __pyx_cur_scope = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *)__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m(__pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_func = __pyx_v_func;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_cur_scope->__pyx_v_repetitions = __pyx_v_repetitions;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_repetitions);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_repetitions);
  __pyx_cur_scope->__pyx_v_trials = __pyx_v_trials;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_trials);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_trials);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":412
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_func);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_cur_scope->__pyx_v_func);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_func);
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":413
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_t_2 = __Pyx_CyFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_25timer_trials_benchmark_1m_1wrapper, 0, __pyx_n_s_timer_trials_benchmark_1m_locals, ((PyObject*)__pyx_cur_scope), __pyx_n_s_lib_Naked_toolshed_c_benchmarkin, PyModule_GetDict(__pyx_m), ((PyObject *)__pyx_codeobj__37)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":412
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 *     @wraps(func)             # <<<<<<<<<<<<<<
 *     def wrapper(*args, **kwargs):
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 */
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_wrapper = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":460
 *         print("Ratio: " + str(mean/mean_benchmark))
 *         return result
 *     return wrapper             # <<<<<<<<<<<<<<
 * 
 * if __name__ == '__main__':
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_wrapper);
  __pyx_r = __pyx_v_wrapper;
  goto __pyx_L0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":411
 *     return wrapper
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("lib.Naked.toolshed.c.benchmarking.timer_trials_benchmark_1m", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_wrapper);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct__timer"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_1_timer_10"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_2_timer_100"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_3_timer_1k"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_4_timer_10k"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_5_timer_1m"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  Py_CLEAR(p->__pyx_v_trials);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  if (p->__pyx_v_trials) {
    e = (*v)(p->__pyx_v_trials, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_trials);
  p->__pyx_v_trials = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_6_timer_trials_benchmark"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  Py_CLEAR(p->__pyx_v_trials);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  if (p->__pyx_v_trials) {
    e = (*v)(p->__pyx_v_trials, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_trials);
  p->__pyx_v_trials = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_7_timer_trials_benchmark_10"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  Py_CLEAR(p->__pyx_v_trials);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  if (p->__pyx_v_trials) {
    e = (*v)(p->__pyx_v_trials, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_trials);
  p->__pyx_v_trials = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_8_timer_trials_benchmark_100"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  Py_CLEAR(p->__pyx_v_trials);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  if (p->__pyx_v_trials) {
    e = (*v)(p->__pyx_v_trials, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_trials);
  p->__pyx_v_trials = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_9_timer_trials_benchmark_1k"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  Py_CLEAR(p->__pyx_v_trials);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  if (p->__pyx_v_trials) {
    e = (*v)(p->__pyx_v_trials, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_trials);
  p->__pyx_v_trials = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_10_timer_trials_benchmark_10k"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m[8];
static int __pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m = 0;

static PyObject *__pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m)))) {
    o = (PyObject*)__pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m[--__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m];
    memset(o, 0, sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m(PyObject *o) {
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  Py_CLEAR(p->__pyx_v_repetitions);
  Py_CLEAR(p->__pyx_v_trials);
  if ((__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m))) {
    __pyx_freelist_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m[__pyx_freecount_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m++] = ((struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  if (p->__pyx_v_repetitions) {
    e = (*v)(p->__pyx_v_repetitions, a); if (e) return e;
  }
  if (p->__pyx_v_trials) {
    e = (*v)(p->__pyx_v_trials, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *p = (struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_repetitions);
  p->__pyx_v_repetitions = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_trials);
  p->__pyx_v_trials = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m = {
  PyVarObject_HEAD_INIT(0, 0)
  __Pyx_NAMESTR("lib.Naked.toolshed.c.benchmarking.__pyx_scope_struct_11_timer_trials_benchmark_1m"), /*tp_name*/
  sizeof(struct __pyx_obj_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m, /*tp_traverse*/
  __pyx_tp_clear_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  #if PY_VERSION_HEX >= 0x02060000
  0, /*tp_version_tag*/
  #endif
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyMethodDef __pyx_methods[] = {
  {0, 0, 0, 0}
};

#if PY_MAJOR_VERSION >= 3
static struct PyModuleDef __pyx_moduledef = {
  #if PY_VERSION_HEX < 0x03020000
    { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
  #else
    PyModuleDef_HEAD_INIT,
  #endif
    __Pyx_NAMESTR("benchmarking"),
    0, /* m_doc */
    -1, /* m_size */
    __pyx_methods /* m_methods */,
    NULL, /* m_reload */
    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
#endif

static __Pyx_StringTabEntry __pyx_string_tab[] = {
  {&__pyx_kp_s_, __pyx_k_, sizeof(__pyx_k_), 0, 0, 1, 0},
  {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
  {&__pyx_n_s_L, __pyx_k_L, sizeof(__pyx_k_L), 0, 0, 1, 1},
  {&__pyx_kp_s_Mean_for, __pyx_k_Mean_for, sizeof(__pyx_k_Mean_for), 0, 0, 1, 0},
  {&__pyx_kp_s_Mean_per_repetition, __pyx_k_Mean_per_repetition, sizeof(__pyx_k_Mean_per_repetition), 0, 0, 1, 0},
  {&__pyx_kp_s_Ratio, __pyx_k_Ratio, sizeof(__pyx_k_Ratio), 0, 0, 1, 0},
  {&__pyx_kp_s_Standard_Deviation, __pyx_k_Standard_Deviation, sizeof(__pyx_k_Standard_Deviation), 0, 0, 1, 0},
  {&__pyx_kp_s_Starting, __pyx_k_Starting, sizeof(__pyx_k_Starting), 0, 0, 1, 0},
  {&__pyx_kp_s_Starting_timed_trials_of, __pyx_k_Starting_timed_trials_of, sizeof(__pyx_k_Starting_timed_trials_of), 0, 0, 1, 0},
  {&__pyx_kp_s_Trial, __pyx_k_Trial, sizeof(__pyx_k_Trial), 0, 0, 1, 0},
  {&__pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_k_Users_ces_Desktop_code_naked_li, sizeof(__pyx_k_Users_ces_Desktop_code_naked_li), 0, 0, 1, 0},
  {&__pyx_kp_s__16, __pyx_k__16, sizeof(__pyx_k__16), 0, 0, 1, 0},
  {&__pyx_kp_s__17, __pyx_k__17, sizeof(__pyx_k__17), 0, 0, 1, 0},
  {&__pyx_kp_s__19, __pyx_k__19, sizeof(__pyx_k__19), 0, 0, 1, 0},
  {&__pyx_kp_s__2, __pyx_k__2, sizeof(__pyx_k__2), 0, 0, 1, 0},
  {&__pyx_kp_s__20, __pyx_k__20, sizeof(__pyx_k__20), 0, 0, 1, 0},
  {&__pyx_kp_s__3, __pyx_k__3, sizeof(__pyx_k__3), 0, 0, 1, 0},
  {&__pyx_n_s_args, __pyx_k_args, sizeof(__pyx_k_args), 0, 0, 1, 1},
  {&__pyx_n_s_array, __pyx_k_array, sizeof(__pyx_k_array), 0, 0, 1, 1},
  {&__pyx_n_s_benchmark_list, __pyx_k_benchmark_list, sizeof(__pyx_k_benchmark_list), 0, 0, 1, 1},
  {&__pyx_n_s_collect, __pyx_k_collect, sizeof(__pyx_k_collect), 0, 0, 1, 1},
  {&__pyx_n_s_disable, __pyx_k_disable, sizeof(__pyx_k_disable), 0, 0, 1, 1},
  {&__pyx_n_s_enable, __pyx_k_enable, sizeof(__pyx_k_enable), 0, 0, 1, 1},
  {&__pyx_n_s_end, __pyx_k_end, sizeof(__pyx_k_end), 0, 0, 1, 1},
  {&__pyx_n_s_end2, __pyx_k_end2, sizeof(__pyx_k_end2), 0, 0, 1, 1},
  {&__pyx_n_s_file, __pyx_k_file, sizeof(__pyx_k_file), 0, 0, 1, 1},
  {&__pyx_n_s_flush, __pyx_k_flush, sizeof(__pyx_k_flush), 0, 0, 1, 1},
  {&__pyx_n_s_func, __pyx_k_func, sizeof(__pyx_k_func), 0, 0, 1, 1},
  {&__pyx_n_s_functools, __pyx_k_functools, sizeof(__pyx_k_functools), 0, 0, 1, 1},
  {&__pyx_n_s_gc, __pyx_k_gc, sizeof(__pyx_k_gc), 0, 0, 1, 1},
  {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1},
  {&__pyx_n_s_ie, __pyx_k_ie, sizeof(__pyx_k_ie), 0, 0, 1, 1},
  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
  {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1},
  {&__pyx_n_s_kwargs, __pyx_k_kwargs, sizeof(__pyx_k_kwargs), 0, 0, 1, 1},
  {&__pyx_n_s_lib_Naked_toolshed_c_benchmarkin, __pyx_k_lib_Naked_toolshed_c_benchmarkin, sizeof(__pyx_k_lib_Naked_toolshed_c_benchmarkin), 0, 0, 1, 1},
  {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
  {&__pyx_n_s_mean, __pyx_k_mean, sizeof(__pyx_k_mean), 0, 0, 1, 1},
  {&__pyx_n_s_mean_benchmark, __pyx_k_mean_benchmark, sizeof(__pyx_k_mean_benchmark), 0, 0, 1, 1},
  {&__pyx_n_s_n, __pyx_k_n, sizeof(__pyx_k_n), 0, 0, 1, 1},
  {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
  {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
  {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
  {&__pyx_kp_s_of_benchmark_function, __pyx_k_of_benchmark_function, sizeof(__pyx_k_of_benchmark_function), 0, 0, 1, 0},
  {&__pyx_n_s_print, __pyx_k_print, sizeof(__pyx_k_print), 0, 0, 1, 1},
  {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
  {&__pyx_n_s_repetitions, __pyx_k_repetitions, sizeof(__pyx_k_repetitions), 0, 0, 1, 1},
  {&__pyx_kp_s_repetitions_2, __pyx_k_repetitions_2, sizeof(__pyx_k_repetitions_2), 0, 0, 1, 0},
  {&__pyx_kp_s_repetitions_of, __pyx_k_repetitions_of, sizeof(__pyx_k_repetitions_of), 0, 0, 1, 0},
  {&__pyx_n_s_result, __pyx_k_result, sizeof(__pyx_k_result), 0, 0, 1, 1},
  {&__pyx_n_s_result_list, __pyx_k_result_list, sizeof(__pyx_k_result_list), 0, 0, 1, 1},
  {&__pyx_n_s_run, __pyx_k_run, sizeof(__pyx_k_run), 0, 0, 1, 1},
  {&__pyx_kp_s_sec, __pyx_k_sec, sizeof(__pyx_k_sec), 0, 0, 1, 0},
  {&__pyx_n_s_start, __pyx_k_start, sizeof(__pyx_k_start), 0, 0, 1, 1},
  {&__pyx_n_s_start2, __pyx_k_start2, sizeof(__pyx_k_start2), 0, 0, 1, 1},
  {&__pyx_n_s_std, __pyx_k_std, sizeof(__pyx_k_std), 0, 0, 1, 1},
  {&__pyx_n_s_stdout, __pyx_k_stdout, sizeof(__pyx_k_stdout), 0, 0, 1, 1},
  {&__pyx_n_s_sum, __pyx_k_sum, sizeof(__pyx_k_sum), 0, 0, 1, 1},
  {&__pyx_n_s_sys, __pyx_k_sys, sizeof(__pyx_k_sys), 0, 0, 1, 1},
  {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
  {&__pyx_n_s_time, __pyx_k_time, sizeof(__pyx_k_time), 0, 0, 1, 1},
  {&__pyx_n_s_timer, __pyx_k_timer, sizeof(__pyx_k_timer), 0, 0, 1, 1},
  {&__pyx_n_s_timer_10, __pyx_k_timer_10, sizeof(__pyx_k_timer_10), 0, 0, 1, 1},
  {&__pyx_n_s_timer_100, __pyx_k_timer_100, sizeof(__pyx_k_timer_100), 0, 0, 1, 1},
  {&__pyx_n_s_timer_100_locals_wrapper, __pyx_k_timer_100_locals_wrapper, sizeof(__pyx_k_timer_100_locals_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_timer_10_locals_wrapper, __pyx_k_timer_10_locals_wrapper, sizeof(__pyx_k_timer_10_locals_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_timer_10k, __pyx_k_timer_10k, sizeof(__pyx_k_timer_10k), 0, 0, 1, 1},
  {&__pyx_n_s_timer_10k_locals_wrapper, __pyx_k_timer_10k_locals_wrapper, sizeof(__pyx_k_timer_10k_locals_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_timer_1k, __pyx_k_timer_1k, sizeof(__pyx_k_timer_1k), 0, 0, 1, 1},
  {&__pyx_n_s_timer_1k_locals_wrapper, __pyx_k_timer_1k_locals_wrapper, sizeof(__pyx_k_timer_1k_locals_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_timer_1m, __pyx_k_timer_1m, sizeof(__pyx_k_timer_1m), 0, 0, 1, 1},
  {&__pyx_n_s_timer_1m_locals_wrapper, __pyx_k_timer_1m_locals_wrapper, sizeof(__pyx_k_timer_1m_locals_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_timer_locals_wrapper, __pyx_k_timer_locals_wrapper, sizeof(__pyx_k_timer_locals_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark, __pyx_k_timer_trials_benchmark, sizeof(__pyx_k_timer_trials_benchmark), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_10, __pyx_k_timer_trials_benchmark_10, sizeof(__pyx_k_timer_trials_benchmark_10), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_100, __pyx_k_timer_trials_benchmark_100, sizeof(__pyx_k_timer_trials_benchmark_100), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_100_local, __pyx_k_timer_trials_benchmark_100_local, sizeof(__pyx_k_timer_trials_benchmark_100_local), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_10_locals, __pyx_k_timer_trials_benchmark_10_locals, sizeof(__pyx_k_timer_trials_benchmark_10_locals), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_10k, __pyx_k_timer_trials_benchmark_10k, sizeof(__pyx_k_timer_trials_benchmark_10k), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_10k_local, __pyx_k_timer_trials_benchmark_10k_local, sizeof(__pyx_k_timer_trials_benchmark_10k_local), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_1k, __pyx_k_timer_trials_benchmark_1k, sizeof(__pyx_k_timer_trials_benchmark_1k), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_1k_locals, __pyx_k_timer_trials_benchmark_1k_locals, sizeof(__pyx_k_timer_trials_benchmark_1k_locals), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_1m, __pyx_k_timer_trials_benchmark_1m, sizeof(__pyx_k_timer_trials_benchmark_1m), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_1m_locals, __pyx_k_timer_trials_benchmark_1m_locals, sizeof(__pyx_k_timer_trials_benchmark_1m_locals), 0, 0, 1, 1},
  {&__pyx_n_s_timer_trials_benchmark_locals_wr, __pyx_k_timer_trials_benchmark_locals_wr, sizeof(__pyx_k_timer_trials_benchmark_locals_wr), 0, 0, 1, 1},
  {&__pyx_n_s_trials, __pyx_k_trials, sizeof(__pyx_k_trials), 0, 0, 1, 1},
  {&__pyx_n_s_wrapper, __pyx_k_wrapper, sizeof(__pyx_k_wrapper), 0, 0, 1, 1},
  {&__pyx_n_s_wraps, __pyx_k_wraps, sizeof(__pyx_k_wraps), 0, 0, 1, 1},
  {&__pyx_n_s_write, __pyx_k_write, sizeof(__pyx_k_write), 0, 0, 1, 1},
  {&__pyx_n_s_x, __pyx_k_x, sizeof(__pyx_k_x), 0, 0, 1, 1},
  {&__pyx_n_s_y, __pyx_k_y, sizeof(__pyx_k_y), 0, 0, 1, 1},
  {0, 0, 0, 0, 0, 0, 0}
};
static int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 29; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_sum = __Pyx_GetBuiltinName(__pyx_n_s_sum); if (!__pyx_builtin_sum) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  return 0;
  __pyx_L1_error:;
  return -1;
}

static int __Pyx_InitCachedConstants(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":21
 * def timer(func, repetitions=100000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_tuple__4 = PyTuple_Pack(6, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_start, __pyx_n_s_x, __pyx_n_s_result, __pyx_n_s_end); if (unlikely(!__pyx_tuple__4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__4);
  __Pyx_GIVEREF(__pyx_tuple__4);
  __pyx_codeobj__5 = (PyObject*)__Pyx_PyCode_New(0, 0, 6, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__4, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 21, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":45
 * def timer_10(func, repetitions=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_tuple__6 = PyTuple_Pack(6, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_start, __pyx_n_s_x, __pyx_n_s_result, __pyx_n_s_end); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__6);
  __Pyx_GIVEREF(__pyx_tuple__6);
  __pyx_codeobj__7 = (PyObject*)__Pyx_PyCode_New(0, 0, 6, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__6, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 45, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 45; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":64
 * def timer_100(func, repetitions=100):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_tuple__8 = PyTuple_Pack(6, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_start, __pyx_n_s_x, __pyx_n_s_result, __pyx_n_s_end); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__8);
  __Pyx_GIVEREF(__pyx_tuple__8);
  __pyx_codeobj__9 = (PyObject*)__Pyx_PyCode_New(0, 0, 6, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__8, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 64, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":83
 * def timer_1k(func, repetitions=1000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_tuple__10 = PyTuple_Pack(6, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_start, __pyx_n_s_x, __pyx_n_s_result, __pyx_n_s_end); if (unlikely(!__pyx_tuple__10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__10);
  __Pyx_GIVEREF(__pyx_tuple__10);
  __pyx_codeobj__11 = (PyObject*)__Pyx_PyCode_New(0, 0, 6, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__10, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 83, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":102
 * def timer_10k(func, repetitions=10000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_tuple__12 = PyTuple_Pack(6, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_start, __pyx_n_s_x, __pyx_n_s_result, __pyx_n_s_end); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__12);
  __Pyx_GIVEREF(__pyx_tuple__12);
  __pyx_codeobj__13 = (PyObject*)__Pyx_PyCode_New(0, 0, 6, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__12, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 102, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__13)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":121
 * def timer_1m(func, repetitions=1000000):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting " + str(repetitions) + " repetitions of " + func.__name__ + "()...")
 *         sys.stdout.flush()
 */
  __pyx_tuple__14 = PyTuple_Pack(6, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_start, __pyx_n_s_x, __pyx_n_s_result, __pyx_n_s_end); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__14);
  __Pyx_GIVEREF(__pyx_tuple__14);
  __pyx_codeobj__15 = (PyObject*)__Pyx_PyCode_New(0, 0, 6, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__14, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 121, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":178
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
  __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s__17); if (unlikely(!__pyx_tuple__18)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":154
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_tuple__21 = PyTuple_Pack(21, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_result_list, __pyx_n_s_benchmark_list, __pyx_n_s_x, __pyx_n_s_start, __pyx_n_s_y, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_L, __pyx_n_s_start2, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_end2, __pyx_n_s_n, __pyx_n_s_run, __pyx_n_s_mean, __pyx_n_s_mean_benchmark, __pyx_n_s_np, __pyx_n_s_array, __pyx_n_s_ie); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__21);
  __Pyx_GIVEREF(__pyx_tuple__21);
  __pyx_codeobj__22 = (PyObject*)__Pyx_PyCode_New(0, 0, 21, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__21, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 154, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":233
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
  __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s__17); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__23);
  __Pyx_GIVEREF(__pyx_tuple__23);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":209
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_tuple__24 = PyTuple_Pack(21, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_result_list, __pyx_n_s_benchmark_list, __pyx_n_s_x, __pyx_n_s_start, __pyx_n_s_y, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_L, __pyx_n_s_start2, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_end2, __pyx_n_s_n, __pyx_n_s_run, __pyx_n_s_mean, __pyx_n_s_mean_benchmark, __pyx_n_s_np, __pyx_n_s_array, __pyx_n_s_ie); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__24);
  __Pyx_GIVEREF(__pyx_tuple__24);
  __pyx_codeobj__25 = (PyObject*)__Pyx_PyCode_New(0, 0, 21, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__24, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 209, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__25)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":284
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
  __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s__17); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__26);
  __Pyx_GIVEREF(__pyx_tuple__26);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":260
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_tuple__27 = PyTuple_Pack(21, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_result_list, __pyx_n_s_benchmark_list, __pyx_n_s_x, __pyx_n_s_start, __pyx_n_s_y, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_L, __pyx_n_s_start2, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_end2, __pyx_n_s_n, __pyx_n_s_run, __pyx_n_s_mean, __pyx_n_s_mean_benchmark, __pyx_n_s_np, __pyx_n_s_array, __pyx_n_s_ie); if (unlikely(!__pyx_tuple__27)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__27);
  __Pyx_GIVEREF(__pyx_tuple__27);
  __pyx_codeobj__28 = (PyObject*)__Pyx_PyCode_New(0, 0, 21, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__27, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 260, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__28)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":335
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
  __pyx_tuple__29 = PyTuple_Pack(1, __pyx_kp_s__17); if (unlikely(!__pyx_tuple__29)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__29);
  __Pyx_GIVEREF(__pyx_tuple__29);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":311
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_tuple__30 = PyTuple_Pack(21, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_result_list, __pyx_n_s_benchmark_list, __pyx_n_s_x, __pyx_n_s_start, __pyx_n_s_y, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_L, __pyx_n_s_start2, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_end2, __pyx_n_s_n, __pyx_n_s_run, __pyx_n_s_mean, __pyx_n_s_mean_benchmark, __pyx_n_s_np, __pyx_n_s_array, __pyx_n_s_ie); if (unlikely(!__pyx_tuple__30)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__30);
  __Pyx_GIVEREF(__pyx_tuple__30);
  __pyx_codeobj__31 = (PyObject*)__Pyx_PyCode_New(0, 0, 21, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__30, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 311, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__31)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":386
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
  __pyx_tuple__32 = PyTuple_Pack(1, __pyx_kp_s__17); if (unlikely(!__pyx_tuple__32)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__32);
  __Pyx_GIVEREF(__pyx_tuple__32);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":362
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_tuple__33 = PyTuple_Pack(21, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_result_list, __pyx_n_s_benchmark_list, __pyx_n_s_x, __pyx_n_s_start, __pyx_n_s_y, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_L, __pyx_n_s_start2, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_end2, __pyx_n_s_n, __pyx_n_s_run, __pyx_n_s_mean, __pyx_n_s_mean_benchmark, __pyx_n_s_np, __pyx_n_s_array, __pyx_n_s_ie); if (unlikely(!__pyx_tuple__33)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__33);
  __Pyx_GIVEREF(__pyx_tuple__33);
  __pyx_codeobj__34 = (PyObject*)__Pyx_PyCode_New(0, 0, 21, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__33, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 362, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__34)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":437
 *             end2 = time.time()
 *             benchmark_list.append(end2 - start2)
 *             sys.stdout.write(".")             # <<<<<<<<<<<<<<
 *             sys.stdout.flush()
 *         gc.enable()  # re-enable garbage collection
 */
  __pyx_tuple__35 = PyTuple_Pack(1, __pyx_kp_s__17); if (unlikely(!__pyx_tuple__35)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__35);
  __Pyx_GIVEREF(__pyx_tuple__35);

  /* "lib/Naked/toolshed/c/benchmarking.pyx":413
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):             # <<<<<<<<<<<<<<
 *         sys.stdout.write("Starting timed trials of " + func.__name__ + "()")
 *         sys.stdout.flush()
 */
  __pyx_tuple__36 = PyTuple_Pack(21, __pyx_n_s_args, __pyx_n_s_kwargs, __pyx_n_s_result_list, __pyx_n_s_benchmark_list, __pyx_n_s_x, __pyx_n_s_start, __pyx_n_s_y, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_L, __pyx_n_s_start2, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_end2, __pyx_n_s_n, __pyx_n_s_run, __pyx_n_s_mean, __pyx_n_s_mean_benchmark, __pyx_n_s_np, __pyx_n_s_array, __pyx_n_s_ie); if (unlikely(!__pyx_tuple__36)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__36);
  __Pyx_GIVEREF(__pyx_tuple__36);
  __pyx_codeobj__37 = (PyObject*)__Pyx_PyCode_New(0, 0, 21, 0, CO_VARARGS|CO_VARKEYWORDS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__36, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_wrapper, 413, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__37)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":19
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__38 = PyTuple_Pack(4, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__38)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__38);
  __Pyx_GIVEREF(__pyx_tuple__38);
  __pyx_codeobj__39 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__38, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer, 19, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__39)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":43
 * #------------------------------------------------------------------------------
 * 
 * def timer_10(func, repetitions=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__40 = PyTuple_Pack(4, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__40)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__40);
  __Pyx_GIVEREF(__pyx_tuple__40);
  __pyx_codeobj__41 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__40, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_10, 43, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__41)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":62
 *     return wrapper
 * 
 * def timer_100(func, repetitions=100):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__42 = PyTuple_Pack(4, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__42)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__42);
  __Pyx_GIVEREF(__pyx_tuple__42);
  __pyx_codeobj__43 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__42, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_100, 62, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__43)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":81
 *     return wrapper
 * 
 * def timer_1k(func, repetitions=1000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__44 = PyTuple_Pack(4, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__44)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__44);
  __Pyx_GIVEREF(__pyx_tuple__44);
  __pyx_codeobj__45 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__44, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_1k, 81, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__45)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":100
 *     return wrapper
 * 
 * def timer_10k(func, repetitions=10000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__46 = PyTuple_Pack(4, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__46)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__46);
  __Pyx_GIVEREF(__pyx_tuple__46);
  __pyx_codeobj__47 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__46, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_10k, 100, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__47)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":119
 *     return wrapper
 * 
 * def timer_1m(func, repetitions=1000000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__48 = PyTuple_Pack(4, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__48)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__48);
  __Pyx_GIVEREF(__pyx_tuple__48);
  __pyx_codeobj__49 = (PyObject*)__Pyx_PyCode_New(2, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__48, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_1m, 119, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__49)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":152
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__50 = PyTuple_Pack(5, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_trials, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__50)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__50);
  __Pyx_GIVEREF(__pyx_tuple__50);
  __pyx_codeobj__51 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__50, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_trials_benchmark, 152, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__51)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":207
 * #    additional benchmark decorators that replicate the above function with different # repetitions
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__52 = PyTuple_Pack(5, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_trials, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__52)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__52);
  __Pyx_GIVEREF(__pyx_tuple__52);
  __pyx_codeobj__53 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__52, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_trials_benchmark_10, 207, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__53)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":258
 *     return wrapper
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__54 = PyTuple_Pack(5, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_trials, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__54)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__54);
  __Pyx_GIVEREF(__pyx_tuple__54);
  __pyx_codeobj__55 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__54, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_trials_benchmark_100, 258, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__55)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":309
 *     return wrapper
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__56 = PyTuple_Pack(5, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_trials, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__56)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__56);
  __Pyx_GIVEREF(__pyx_tuple__56);
  __pyx_codeobj__57 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__56, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_trials_benchmark_1k, 309, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__57)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":360
 *     return wrapper
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__58 = PyTuple_Pack(5, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_trials, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__58)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__58);
  __Pyx_GIVEREF(__pyx_tuple__58);
  __pyx_codeobj__59 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__58, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_trials_benchmark_10k, 360, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__59)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "lib/Naked/toolshed/c/benchmarking.pyx":411
 *     return wrapper
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_tuple__60 = PyTuple_Pack(5, __pyx_n_s_func, __pyx_n_s_repetitions, __pyx_n_s_trials, __pyx_n_s_wrapper, __pyx_n_s_wrapper); if (unlikely(!__pyx_tuple__60)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__60);
  __Pyx_GIVEREF(__pyx_tuple__60);
  __pyx_codeobj__61 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__60, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_ces_Desktop_code_naked_li, __pyx_n_s_timer_trials_benchmark_1m, 411, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__61)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_InitGlobals(void) {
  if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_10 = PyInt_FromLong(10); if (unlikely(!__pyx_int_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_50 = PyInt_FromLong(50); if (unlikely(!__pyx_int_50)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_100 = PyInt_FromLong(100); if (unlikely(!__pyx_int_100)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_1000 = PyInt_FromLong(1000); if (unlikely(!__pyx_int_1000)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_10000 = PyInt_FromLong(10000L); if (unlikely(!__pyx_int_10000)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_100000 = PyInt_FromLong(100000L); if (unlikely(!__pyx_int_100000)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_1000000 = PyInt_FromLong(1000000L); if (unlikely(!__pyx_int_1000000)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  return 0;
  __pyx_L1_error:;
  return -1;
}

#if PY_MAJOR_VERSION < 3
PyMODINIT_FUNC initbenchmarking(void); /*proto*/
PyMODINIT_FUNC initbenchmarking(void)
#else
PyMODINIT_FUNC PyInit_benchmarking(void); /*proto*/
PyMODINIT_FUNC PyInit_benchmarking(void)
#endif
{
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  #if CYTHON_REFNANNY
  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
  if (!__Pyx_RefNanny) {
      PyErr_Clear();
      __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
      if (!__Pyx_RefNanny)
          Py_FatalError("failed to import 'refnanny' module");
  }
  #endif
  __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit_benchmarking(void)", 0);
  if ( __Pyx_check_binary_version() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #ifdef __Pyx_CyFunction_USED
  if (__Pyx_CyFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_FusedFunction_USED
  if (__pyx_FusedFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_Generator_USED
  if (__pyx_Generator_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  /*--- Library function declarations ---*/
  /*--- Threads initialization code ---*/
  #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
  #ifdef WITH_THREAD /* Python build with threading support? */
  PyEval_InitThreads();
  #endif
  #endif
  /*--- Module creation code ---*/
  #if PY_MAJOR_VERSION < 3
  __pyx_m = Py_InitModule4(__Pyx_NAMESTR("benchmarking"), __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
  #else
  __pyx_m = PyModule_Create(&__pyx_moduledef);
  #endif
  if (unlikely(!__pyx_m)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  Py_INCREF(__pyx_d);
  __pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME)); if (unlikely(!__pyx_b)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if CYTHON_COMPILING_IN_PYPY
  Py_INCREF(__pyx_b);
  #endif
  if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  /*--- Initialize various global constants etc. ---*/
  if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
  if (__Pyx_init_sys_getdefaultencoding_params() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  if (__pyx_module_is_main_lib__Naked__toolshed__c__benchmarking) {
    if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s_main) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!PyDict_GetItemString(modules, "lib.Naked.toolshed.c.benchmarking")) {
      if (unlikely(PyDict_SetItemString(modules, "lib.Naked.toolshed.c.benchmarking", __pyx_m) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif
  /*--- Builtin init code ---*/
  if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Constants init code ---*/
  if (unlikely(__Pyx_InitCachedConstants() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Global init code ---*/
  /*--- Variable export code ---*/
  /*--- Function export code ---*/
  /*--- Type init code ---*/
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct__timer;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10 = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_1_timer_10;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100 = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_2_timer_100;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_3_timer_1k;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_4_timer_10k;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_5_timer_1m;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_6_timer_trials_benchmark;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10 = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_7_timer_trials_benchmark_10;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100 = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_8_timer_trials_benchmark_100;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_9_timer_trials_benchmark_1k;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_10_timer_trials_benchmark_10k;
  if (PyType_Ready(&__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m.tp_print = 0;
  __pyx_ptype_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m = &__pyx_type_3lib_5Naked_8toolshed_1c_12benchmarking___pyx_scope_struct_11_timer_trials_benchmark_1m;
  /*--- Type import code ---*/
  /*--- Variable import code ---*/
  /*--- Function import code ---*/
  /*--- Execution code ---*/

  /* "lib/Naked/toolshed/c/benchmarking.pyx":4
 * # encoding: utf-8
 * 
 * import sys             # <<<<<<<<<<<<<<
 * import time
 * import gc
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_sys, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_sys, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":5
 * 
 * import sys
 * import time             # <<<<<<<<<<<<<<
 * import gc
 * from functools import wraps
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_time, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_time, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":6
 * import sys
 * import time
 * import gc             # <<<<<<<<<<<<<<
 * from functools import wraps
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_gc, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_gc, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":7
 * import time
 * import gc
 * from functools import wraps             # <<<<<<<<<<<<<<
 * 
 * #------------------------------------------------------------------------------
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_wraps);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_wraps);
  __Pyx_GIVEREF(__pyx_n_s_wraps);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_functools, __pyx_t_1, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_wraps); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_wraps, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":19
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer(func, repetitions=100000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_1timer, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":43
 * #------------------------------------------------------------------------------
 * 
 * def timer_10(func, repetitions=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_3timer_10, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_10, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":62
 *     return wrapper
 * 
 * def timer_100(func, repetitions=100):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_5timer_100, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_100, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":81
 *     return wrapper
 * 
 * def timer_1k(func, repetitions=1000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_7timer_1k, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_1k, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":100
 *     return wrapper
 * 
 * def timer_10k(func, repetitions=10000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_9timer_10k, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_10k, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":119
 *     return wrapper
 * 
 * def timer_1m(func, repetitions=1000000):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_11timer_1m, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_1m, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":152
 * #       def myfunction():
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark(func, repetitions=100000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_13timer_trials_benchmark, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_trials_benchmark, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":207
 * #    additional benchmark decorators that replicate the above function with different # repetitions
 * #------------------------------------------------------------------------------
 * def timer_trials_benchmark_10(func, repetitions=10, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_15timer_trials_benchmark_10, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_trials_benchmark_10, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":258
 *     return wrapper
 * 
 * def timer_trials_benchmark_100(func, repetitions=100, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_17timer_trials_benchmark_100, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_trials_benchmark_100, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":309
 *     return wrapper
 * 
 * def timer_trials_benchmark_1k(func, repetitions=1000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_19timer_trials_benchmark_1k, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_trials_benchmark_1k, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":360
 *     return wrapper
 * 
 * def timer_trials_benchmark_10k(func, repetitions=10000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_21timer_trials_benchmark_10k, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_trials_benchmark_10k, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":411
 *     return wrapper
 * 
 * def timer_trials_benchmark_1m(func, repetitions=1000000, trials=10):             # <<<<<<<<<<<<<<
 *     @wraps(func)
 *     def wrapper(*args, **kwargs):
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_3lib_5Naked_8toolshed_1c_12benchmarking_23timer_trials_benchmark_1m, NULL, __pyx_n_s_lib_Naked_toolshed_c_benchmarkin); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_timer_trials_benchmark_1m, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":462
 *     return wrapper
 * 
 * if __name__ == '__main__':             # <<<<<<<<<<<<<<
 *     pass
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_name); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = (__Pyx_PyString_Equals(__pyx_t_2, __pyx_n_s_main, Py_EQ)); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (__pyx_t_3) {
    goto __pyx_L2;
  }
  __pyx_L2:;

  /* "lib/Naked/toolshed/c/benchmarking.pyx":1
 * #!/usr/bin/env python             # <<<<<<<<<<<<<<
 * # encoding: utf-8
 * 
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  if (__pyx_m) {
    __Pyx_AddTraceback("init lib.Naked.toolshed.c.benchmarking", __pyx_clineno, __pyx_lineno, __pyx_filename);
    Py_DECREF(__pyx_m); __pyx_m = 0;
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init lib.Naked.toolshed.c.benchmarking");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if PY_MAJOR_VERSION < 3
  return;
  #else
  return __pyx_m;
  #endif
}

/* Runtime support code */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule((char *)modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif /* CYTHON_REFNANNY */

static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
    if (unlikely(!result)) {
        PyErr_Format(PyExc_NameError,
#if PY_MAJOR_VERSION >= 3
            "name '%U' is not defined", name);
#else
            "name '%.200s' is not defined", PyString_AS_STRING(name));
#endif
    }
    return result;
}

static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject *key = 0, *value = 0;
    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    while (PyDict_Next(kwds, &pos, &key, &value)) {
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
            continue;
        }
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
                    }
                    argname++;
                }
            }
        } else
        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (**name == key) ? 0 :
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key);
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

static CYTHON_INLINE int __Pyx_CheckKeywordStrings(
    PyObject *kwdict,
    const char* function_name,
    int kw_allowed)
{
    PyObject* key = 0;
    Py_ssize_t pos = 0;
#if CPYTHON_COMPILING_IN_PYPY
    if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0))
        goto invalid_keyword;
    return 1;
#else
    while (PyDict_Next(kwdict, &pos, &key, 0)) {
        #if PY_MAJOR_VERSION < 3
        if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key)))
        #endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
    }
    if ((!kw_allowed) && unlikely(key))
        goto invalid_keyword;
    return 1;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    return 0;
#endif
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
    return 0;
}

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON
    result = PyDict_GetItem(__pyx_d, name);
    if (result) {
        Py_INCREF(result);
    } else {
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
    }
    return result;
}

static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = func->ob_type->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
#if PY_VERSION_HEX >= 0x02060000
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
#endif
    result = (*call)(func, arg, kw);
#if PY_VERSION_HEX >= 0x02060000
    Py_LeaveRecursiveCall();
#endif
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL)
        value = Py_None; /* Mark as deleted */
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    Py_DECREF(res);
    return 0;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */
#define PY_WRITE_RESTRICTED WRITE_RESTRICTED
#endif
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
    if (op == NULL)
        return NULL;
    op->flags = flags;
    op->func_weakreflist = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    PyObject_GC_Track(op);
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyMem_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    if (m->func_weakreflist != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return PyMethod_New(func,
                            type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
    return PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
#if CYTHON_COMPILING_IN_PYPY
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    Py_ssize_t size;
    switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) {
    case METH_VARARGS:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0)
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
            size = PyTuple_GET_SIZE(arg);
            if (size == 0)
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%zd given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
            size = PyTuple_GET_SIZE(arg);
            if (size == 1)
                return (*meth)(self, PyTuple_GET_ITEM(arg, 0));
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%zd given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
#else
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
	return PyCFunction_Call(func, arg, kw);
}
#endif
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/
    sizeof(__pyx_CyFunctionObject),   /*tp_basicsize*/
    0,                                  /*tp_itemsize*/
    (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/
    0,                                  /*tp_print*/
    0,                                  /*tp_getattr*/
    0,                                  /*tp_setattr*/
#if PY_MAJOR_VERSION < 3
    0,                                  /*tp_compare*/
#else
    0,                                  /*reserved*/
#endif
    (reprfunc) __Pyx_CyFunction_repr,   /*tp_repr*/
    0,                                  /*tp_as_number*/
    0,                                  /*tp_as_sequence*/
    0,                                  /*tp_as_mapping*/
    0,                                  /*tp_hash*/
    __Pyx_CyFunction_Call,              /*tp_call*/
    0,                                  /*tp_str*/
    0,                                  /*tp_getattro*/
    0,                                  /*tp_setattro*/
    0,                                  /*tp_as_buffer*/
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/
    0,                                  /*tp_doc*/
    (traverseproc) __Pyx_CyFunction_traverse,   /*tp_traverse*/
    (inquiry) __Pyx_CyFunction_clear,   /*tp_clear*/
    0,                                  /*tp_richcompare*/
    offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */
    0,                                  /*tp_iter*/
    0,                                  /*tp_iternext*/
    __pyx_CyFunction_methods,           /*tp_methods*/
    __pyx_CyFunction_members,           /*tp_members*/
    __pyx_CyFunction_getsets,           /*tp_getset*/
    0,                                  /*tp_base*/
    0,                                  /*tp_dict*/
    __Pyx_CyFunction_descr_get,         /*tp_descr_get*/
    0,                                  /*tp_descr_set*/
    offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/
    0,                                  /*tp_init*/
    0,                                  /*tp_alloc*/
    0,                                  /*tp_new*/
    0,                                  /*tp_free*/
    0,                                  /*tp_is_gc*/
    0,                                  /*tp_bases*/
    0,                                  /*tp_mro*/
    0,                                  /*tp_cache*/
    0,                                  /*tp_subclasses*/
    0,                                  /*tp_weaklist*/
    0,                                  /*tp_del*/
#if PY_VERSION_HEX >= 0x02060000
    0,                                  /*tp_version_tag*/
#endif
#if PY_VERSION_HEX >= 0x030400a1
    0,                                  /*tp_finalize*/
#endif
};
static int __Pyx_CyFunction_init(void) {
#if !CYTHON_COMPILING_IN_PYPY
    __pyx_CyFunctionType_type.tp_call = PyCFunction_Call;
#endif
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (__pyx_CyFunctionType == NULL) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyMem_Malloc(size);
    if (!m->defaults)
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
#else
    PyErr_GetExcInfo(type, value, tb);
#endif
}
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(type, value, tb);
#endif
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        #if CYTHON_PEP393_ENABLED
        if (unlikely(PyUnicode_READY(s1) < 0) || unlikely(PyUnicode_READY(s2) < 0))
            return -1;
        #endif
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, length * kind);
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_VERSION_HEX < 0x03030000
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    #if PY_VERSION_HEX >= 0x02050000
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if (strchr(__Pyx_MODULE_NAME, '.')) {
                #if PY_VERSION_HEX < 0x03030000
                PyObject *py_level = PyInt_FromLong(1);
                if (!py_level)
                    goto bad;
                module = PyObject_CallFunctionObjArgs(py_import,
                    name, global_dict, empty_dict, list, py_level, NULL);
                Py_DECREF(py_level);
                #else
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                #endif
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0; /* try absolute import on failure */
        }
        #endif
        if (!module) {
            #if PY_VERSION_HEX < 0x03030000
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
    #else
    if (level>0) {
        PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
        goto bad;
    }
    module = PyObject_CallFunctionObjArgs(py_import,
        name, global_dict, empty_dict, list, NULL);
    #endif
bad:
    #if PY_VERSION_HEX < 0x03030000
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3
static PyObject *__Pyx_GetStdout(void) {
    PyObject *f = PySys_GetObject((char *)"stdout");
    if (!f) {
        PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout");
    }
    return f;
}
static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) {
    int i;
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    Py_INCREF(f);
    for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) {
        PyObject* v;
        if (PyFile_SoftSpace(f, 1)) {
            if (PyFile_WriteString(" ", f) < 0)
                goto error;
        }
        v = PyTuple_GET_ITEM(arg_tuple, i);
        if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0)
            goto error;
        if (PyString_Check(v)) {
            char *s = PyString_AsString(v);
            Py_ssize_t len = PyString_Size(v);
            if (len > 0) {
                switch (s[len-1]) {
                    case ' ': break;
                    case '\f': case '\r': case '\n': case '\t': case '\v':
                        PyFile_SoftSpace(f, 0);
                        break;
                    default:  break;
                }
            }
        }
    }
    if (newline) {
        if (PyFile_WriteString("\n", f) < 0)
            goto error;
        PyFile_SoftSpace(f, 0);
    }
    Py_DECREF(f);
    return 0;
error:
    Py_DECREF(f);
    return -1;
}
#else /* Python 3 has a print function */
static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) {
    PyObject* kwargs = 0;
    PyObject* result = 0;
    PyObject* end_string;
    if (unlikely(!__pyx_print)) {
        __pyx_print = PyObject_GetAttr(__pyx_b, __pyx_n_s_print);
        if (!__pyx_print)
            return -1;
    }
    if (stream) {
        kwargs = PyDict_New();
        if (unlikely(!kwargs))
            return -1;
        if (unlikely(PyDict_SetItem(kwargs, __pyx_n_s_file, stream) < 0))
            goto bad;
        if (!newline) {
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                goto bad;
            if (PyDict_SetItem(kwargs, __pyx_n_s_end, end_string) < 0) {
                Py_DECREF(end_string);
                goto bad;
            }
            Py_DECREF(end_string);
        }
    } else if (!newline) {
        if (unlikely(!__pyx_print_kwargs)) {
            __pyx_print_kwargs = PyDict_New();
            if (unlikely(!__pyx_print_kwargs))
                return -1;
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                return -1;
            if (PyDict_SetItem(__pyx_print_kwargs, __pyx_n_s_end, end_string) < 0) {
                Py_DECREF(end_string);
                return -1;
            }
            Py_DECREF(end_string);
        }
        kwargs = __pyx_print_kwargs;
    }
    result = PyObject_Call(__pyx_print, arg_tuple, kwargs);
    if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs))
        Py_DECREF(kwargs);
    if (!result)
        return -1;
    Py_DECREF(result);
    return 0;
bad:
    if (kwargs != __pyx_print_kwargs)
        Py_XDECREF(kwargs);
    return -1;
}
#endif

#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3
static int __Pyx_PrintOne(PyObject* f, PyObject *o) {
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    Py_INCREF(f);
    if (PyFile_SoftSpace(f, 0)) {
        if (PyFile_WriteString(" ", f) < 0)
            goto error;
    }
    if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0)
        goto error;
    if (PyFile_WriteString("\n", f) < 0)
        goto error;
    Py_DECREF(f);
    return 0;
error:
    Py_DECREF(f);
    return -1;
    /* the line below is just to avoid C compiler
     * warnings about unused functions */
    return __Pyx_Print(f, NULL, 0);
}
#else /* Python 3 has a print function */
static int __Pyx_PrintOne(PyObject* stream, PyObject *o) {
    int res;
    PyObject* arg_tuple = PyTuple_Pack(1, o);
    if (unlikely(!arg_tuple))
        return -1;
    res = __Pyx_Print(stream, arg_tuple, 1);
    Py_DECREF(arg_tuple);
    return res;
}
#endif

#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func)             \
    {                                                                     \
        func_type value = func(x);                                        \
        if (sizeof(target_type) < sizeof(func_type)) {                    \
            if (unlikely(value != (func_type) (target_type) value)) {     \
                func_type zero = 0;                                       \
                PyErr_SetString(PyExc_OverflowError,                      \
                    (is_unsigned && unlikely(value < zero)) ?             \
                    "can't convert negative value to " #target_type :     \
                    "value too large to convert to " #target_type);       \
                return (target_type) -1;                                  \
            }                                                             \
        }                                                                 \
        return (target_type) value;                                       \
    }

#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
 #endif
#endif
static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG)
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to long");
                return (long) -1;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            if (sizeof(digit) <= sizeof(long)) {
                switch (Py_SIZE(x)) {
                    case  0: return 0;
                    case  1: return (long) ((PyLongObject*)x)->ob_digit[0];
                }
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to long");
                return (long) -1;
            }
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong)
            } else if (sizeof(long) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong)
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            if (sizeof(digit) <= sizeof(long)) {
                switch (Py_SIZE(x)) {
                    case  0: return 0;
                    case  1: return +(long) ((PyLongObject*)x)->ob_digit[0];
                    case -1: return -(long) ((PyLongObject*)x)->ob_digit[0];
                }
            }
 #endif
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong)
            } else if (sizeof(long) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong)
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(long) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
 #endif
#endif
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG)
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to int");
                return (int) -1;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            if (sizeof(digit) <= sizeof(int)) {
                switch (Py_SIZE(x)) {
                    case  0: return 0;
                    case  1: return (int) ((PyLongObject*)x)->ob_digit[0];
                }
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to int");
                return (int) -1;
            }
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong)
            } else if (sizeof(int) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong)
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            if (sizeof(digit) <= sizeof(int)) {
                switch (Py_SIZE(x)) {
                    case  0: return 0;
                    case  1: return +(int) ((PyLongObject*)x)->ob_digit[0];
                    case -1: return -(int) ((PyLongObject*)x)->ob_digit[0];
                }
            }
 #endif
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong)
            } else if (sizeof(int) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong)
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        #if PY_VERSION_HEX < 0x02050000
        return PyErr_Warn(NULL, message);
        #else
        return PyErr_WarnEx(NULL, message, 1);
        #endif
    }
    return 0;
}

static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = (start + end) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,            /*int argcount,*/
        0,            /*int kwonlyargcount,*/
        0,            /*int nlocals,*/
        0,            /*int stacksize,*/
        0,            /*int flags,*/
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,      /*int firstlineno,*/
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_globals = 0;
    PyFrameObject *py_frame = 0;
    py_code = __pyx_find_code_object(c_line ? c_line : py_line);
    if (!py_code) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
    }
    py_globals = PyModule_GetDict(__pyx_m);
    if (!py_globals) goto bad;
    py_frame = PyFrame_New(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        py_globals,          /*PyObject *globals,*/
        0                    /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    py_frame->f_lineno = py_line;
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else  /* Python 3+ has unicode identifiers */
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, strlen(c_str));
}
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
#if PY_VERSION_HEX < 0x03030000
        char* defenc_c;
        PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
        if (!defenc) return NULL;
        defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        {
            char* end = defenc_c + PyBytes_GET_SIZE(defenc);
            char* c;
            for (c = defenc_c; c < end; c++) {
                if ((unsigned char) (*c) >= 128) {
                    PyUnicode_AsASCIIString(o);
                    return NULL;
                }
            }
        }
#endif /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/
        *length = PyBytes_GET_SIZE(defenc);
        return defenc_c;
#else /* PY_VERSION_HEX < 0x03030000 */
        if (PyUnicode_READY(o) == -1) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        if (PyUnicode_IS_ASCII(o)) {
            *length = PyUnicode_GET_DATA_SIZE(o);
            return PyUnicode_AsUTF8(o);
        } else {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */
        return PyUnicode_AsUTF8AndSize(o, length);
#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */
#endif /* PY_VERSION_HEX < 0x03030000 */
    } else
#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII  || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */
#if !CYTHON_COMPILING_IN_PYPY
#if PY_VERSION_HEX >= 0x02060000
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
  PyNumberMethods *m;
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (PyInt_Check(x) || PyLong_Check(x))
#else
  if (PyLong_Check(x))
#endif
    return Py_INCREF(x), x;
  m = Py_TYPE(x)->tp_as_number;
#if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
#else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
#endif
  if (res) {
#if PY_MAJOR_VERSION < 3
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%.4s__ returned non-%.4s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
 #endif
#endif
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b)))
      return PyInt_AS_LONG(b);
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
     #if CYTHON_USE_PYLONG_INTERNALS
       switch (Py_SIZE(b)) {
       case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0];
       case  0: return 0;
       case  1: return ((PyLongObject*)b)->ob_digit[0];
       }
     #endif
    #endif
  #if PY_VERSION_HEX < 0x02060000
    return PyInt_AsSsize_t(b);
  #else
    return PyLong_AsSsize_t(b);
  #endif
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
#if PY_VERSION_HEX < 0x02050000
   if (ival <= LONG_MAX)
       return PyInt_FromLong((long)ival);
   else {
       unsigned char *bytes = (unsigned char *) &ival;
       int one = 1; int little = (int)*(unsigned char*)&one;
       return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0);
   }
#else
   return PyInt_FromSize_t(ival);
#endif
}


#endif /* Py_PYTHON_H */