diff --git "a/third_party/PIPNet/FaceBoxesV2/utils/nms/cpu_nms.c" "b/third_party/PIPNet/FaceBoxesV2/utils/nms/cpu_nms.c" deleted file mode 100644--- "a/third_party/PIPNet/FaceBoxesV2/utils/nms/cpu_nms.c" +++ /dev/null @@ -1,9830 +0,0 @@ -/* Generated by Cython 0.29.24 */ - -#ifndef PY_SSIZE_T_CLEAN -#define PY_SSIZE_T_CLEAN -#endif /* PY_SSIZE_T_CLEAN */ -#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 < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03030000) - #error Cython requires Python 2.6+ or Python 3.3+. -#else -#define CYTHON_ABI "0_29_24" -#define CYTHON_HEX_VERSION 0x001D18F0 -#define CYTHON_FUTURE_DIVISION 0 -#include -#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 -#define __PYX_COMMA , -#ifndef HAVE_LONG_LONG - #if PY_VERSION_HEX >= 0x02070000 - #define HAVE_LONG_LONG - #endif -#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_PYSTON 0 - #define CYTHON_COMPILING_IN_CPYTHON 0 - #undef CYTHON_USE_TYPE_SLOTS - #define CYTHON_USE_TYPE_SLOTS 0 - #undef CYTHON_USE_PYTYPE_LOOKUP - #define CYTHON_USE_PYTYPE_LOOKUP 0 - #if PY_VERSION_HEX < 0x03050000 - #undef CYTHON_USE_ASYNC_SLOTS - #define CYTHON_USE_ASYNC_SLOTS 0 - #elif !defined(CYTHON_USE_ASYNC_SLOTS) - #define CYTHON_USE_ASYNC_SLOTS 1 - #endif - #undef CYTHON_USE_PYLIST_INTERNALS - #define CYTHON_USE_PYLIST_INTERNALS 0 - #undef CYTHON_USE_UNICODE_INTERNALS - #define CYTHON_USE_UNICODE_INTERNALS 0 - #undef CYTHON_USE_UNICODE_WRITER - #define CYTHON_USE_UNICODE_WRITER 0 - #undef CYTHON_USE_PYLONG_INTERNALS - #define CYTHON_USE_PYLONG_INTERNALS 0 - #undef CYTHON_AVOID_BORROWED_REFS - #define CYTHON_AVOID_BORROWED_REFS 1 - #undef CYTHON_ASSUME_SAFE_MACROS - #define CYTHON_ASSUME_SAFE_MACROS 0 - #undef CYTHON_UNPACK_METHODS - #define CYTHON_UNPACK_METHODS 0 - #undef CYTHON_FAST_THREAD_STATE - #define CYTHON_FAST_THREAD_STATE 0 - #undef CYTHON_FAST_PYCALL - #define CYTHON_FAST_PYCALL 0 - #undef CYTHON_PEP489_MULTI_PHASE_INIT - #define CYTHON_PEP489_MULTI_PHASE_INIT 0 - #undef CYTHON_USE_TP_FINALIZE - #define CYTHON_USE_TP_FINALIZE 0 - #undef CYTHON_USE_DICT_VERSIONS - #define CYTHON_USE_DICT_VERSIONS 0 - #undef CYTHON_USE_EXC_INFO_STACK - #define CYTHON_USE_EXC_INFO_STACK 0 -#elif defined(PYSTON_VERSION) - #define CYTHON_COMPILING_IN_PYPY 0 - #define CYTHON_COMPILING_IN_PYSTON 1 - #define CYTHON_COMPILING_IN_CPYTHON 0 - #ifndef CYTHON_USE_TYPE_SLOTS - #define CYTHON_USE_TYPE_SLOTS 1 - #endif - #undef CYTHON_USE_PYTYPE_LOOKUP - #define CYTHON_USE_PYTYPE_LOOKUP 0 - #undef CYTHON_USE_ASYNC_SLOTS - #define CYTHON_USE_ASYNC_SLOTS 0 - #undef CYTHON_USE_PYLIST_INTERNALS - #define CYTHON_USE_PYLIST_INTERNALS 0 - #ifndef CYTHON_USE_UNICODE_INTERNALS - #define CYTHON_USE_UNICODE_INTERNALS 1 - #endif - #undef CYTHON_USE_UNICODE_WRITER - #define CYTHON_USE_UNICODE_WRITER 0 - #undef CYTHON_USE_PYLONG_INTERNALS - #define CYTHON_USE_PYLONG_INTERNALS 0 - #ifndef CYTHON_AVOID_BORROWED_REFS - #define CYTHON_AVOID_BORROWED_REFS 0 - #endif - #ifndef CYTHON_ASSUME_SAFE_MACROS - #define CYTHON_ASSUME_SAFE_MACROS 1 - #endif - #ifndef CYTHON_UNPACK_METHODS - #define CYTHON_UNPACK_METHODS 1 - #endif - #undef CYTHON_FAST_THREAD_STATE - #define CYTHON_FAST_THREAD_STATE 0 - #undef CYTHON_FAST_PYCALL - #define CYTHON_FAST_PYCALL 0 - #undef CYTHON_PEP489_MULTI_PHASE_INIT - #define CYTHON_PEP489_MULTI_PHASE_INIT 0 - #undef CYTHON_USE_TP_FINALIZE - #define CYTHON_USE_TP_FINALIZE 0 - #undef CYTHON_USE_DICT_VERSIONS - #define CYTHON_USE_DICT_VERSIONS 0 - #undef CYTHON_USE_EXC_INFO_STACK - #define CYTHON_USE_EXC_INFO_STACK 0 -#else - #define CYTHON_COMPILING_IN_PYPY 0 - #define CYTHON_COMPILING_IN_PYSTON 0 - #define CYTHON_COMPILING_IN_CPYTHON 1 - #ifndef CYTHON_USE_TYPE_SLOTS - #define CYTHON_USE_TYPE_SLOTS 1 - #endif - #if PY_VERSION_HEX < 0x02070000 - #undef CYTHON_USE_PYTYPE_LOOKUP - #define CYTHON_USE_PYTYPE_LOOKUP 0 - #elif !defined(CYTHON_USE_PYTYPE_LOOKUP) - #define CYTHON_USE_PYTYPE_LOOKUP 1 - #endif - #if PY_MAJOR_VERSION < 3 - #undef CYTHON_USE_ASYNC_SLOTS - #define CYTHON_USE_ASYNC_SLOTS 0 - #elif !defined(CYTHON_USE_ASYNC_SLOTS) - #define CYTHON_USE_ASYNC_SLOTS 1 - #endif - #if PY_VERSION_HEX < 0x02070000 - #undef CYTHON_USE_PYLONG_INTERNALS - #define CYTHON_USE_PYLONG_INTERNALS 0 - #elif !defined(CYTHON_USE_PYLONG_INTERNALS) - #define CYTHON_USE_PYLONG_INTERNALS 1 - #endif - #ifndef CYTHON_USE_PYLIST_INTERNALS - #define CYTHON_USE_PYLIST_INTERNALS 1 - #endif - #ifndef CYTHON_USE_UNICODE_INTERNALS - #define CYTHON_USE_UNICODE_INTERNALS 1 - #endif - #if PY_VERSION_HEX < 0x030300F0 - #undef CYTHON_USE_UNICODE_WRITER - #define CYTHON_USE_UNICODE_WRITER 0 - #elif !defined(CYTHON_USE_UNICODE_WRITER) - #define CYTHON_USE_UNICODE_WRITER 1 - #endif - #ifndef CYTHON_AVOID_BORROWED_REFS - #define CYTHON_AVOID_BORROWED_REFS 0 - #endif - #ifndef CYTHON_ASSUME_SAFE_MACROS - #define CYTHON_ASSUME_SAFE_MACROS 1 - #endif - #ifndef CYTHON_UNPACK_METHODS - #define CYTHON_UNPACK_METHODS 1 - #endif - #ifndef CYTHON_FAST_THREAD_STATE - #define CYTHON_FAST_THREAD_STATE 1 - #endif - #ifndef CYTHON_FAST_PYCALL - #define CYTHON_FAST_PYCALL 1 - #endif - #ifndef CYTHON_PEP489_MULTI_PHASE_INIT - #define CYTHON_PEP489_MULTI_PHASE_INIT (PY_VERSION_HEX >= 0x03050000) - #endif - #ifndef CYTHON_USE_TP_FINALIZE - #define CYTHON_USE_TP_FINALIZE (PY_VERSION_HEX >= 0x030400a1) - #endif - #ifndef CYTHON_USE_DICT_VERSIONS - #define CYTHON_USE_DICT_VERSIONS (PY_VERSION_HEX >= 0x030600B1) - #endif - #ifndef CYTHON_USE_EXC_INFO_STACK - #define CYTHON_USE_EXC_INFO_STACK (PY_VERSION_HEX >= 0x030700A3) - #endif -#endif -#if !defined(CYTHON_FAST_PYCCALL) -#define CYTHON_FAST_PYCCALL (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1) -#endif -#if CYTHON_USE_PYLONG_INTERNALS - #include "longintrepr.h" - #undef SHIFT - #undef BASE - #undef MASK - #ifdef SIZEOF_VOID_P - enum { __pyx_check_sizeof_voidp = 1 / (int)(SIZEOF_VOID_P == sizeof(void*)) }; - #endif -#endif -#ifndef __has_attribute - #define __has_attribute(x) 0 -#endif -#ifndef __has_cpp_attribute - #define __has_cpp_attribute(x) 0 -#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 -#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 -#ifndef CYTHON_MAYBE_UNUSED_VAR -# if defined(__cplusplus) - template void CYTHON_MAYBE_UNUSED_VAR( const T& ) { } -# else -# define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x) -# endif -#endif -#ifndef CYTHON_NCP_UNUSED -# if CYTHON_COMPILING_IN_CPYTHON -# define CYTHON_NCP_UNUSED -# else -# define CYTHON_NCP_UNUSED CYTHON_UNUSED -# endif -#endif -#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None) -#ifdef _MSC_VER - #ifndef _MSC_STDINT_H_ - #if _MSC_VER < 1300 - typedef unsigned char uint8_t; - typedef unsigned int uint32_t; - #else - typedef unsigned __int8 uint8_t; - typedef unsigned __int32 uint32_t; - #endif - #endif -#else - #include -#endif -#ifndef CYTHON_FALLTHROUGH - #if defined(__cplusplus) && __cplusplus >= 201103L - #if __has_cpp_attribute(fallthrough) - #define CYTHON_FALLTHROUGH [[fallthrough]] - #elif __has_cpp_attribute(clang::fallthrough) - #define CYTHON_FALLTHROUGH [[clang::fallthrough]] - #elif __has_cpp_attribute(gnu::fallthrough) - #define CYTHON_FALLTHROUGH [[gnu::fallthrough]] - #endif - #endif - #ifndef CYTHON_FALLTHROUGH - #if __has_attribute(fallthrough) - #define CYTHON_FALLTHROUGH __attribute__((fallthrough)) - #else - #define CYTHON_FALLTHROUGH - #endif - #endif - #if defined(__clang__ ) && defined(__apple_build_version__) - #if __apple_build_version__ < 7000000 - #undef CYTHON_FALLTHROUGH - #define CYTHON_FALLTHROUGH - #endif - #endif -#endif - -#ifndef CYTHON_INLINE - #if defined(__clang__) - #define CYTHON_INLINE __inline__ __attribute__ ((__unused__)) - #elif 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 - -#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag) - #define Py_OptimizeFlag 0 -#endif -#define __PYX_BUILD_PY_SSIZE_T "n" -#define CYTHON_FORMAT_SSIZE_T "z" -#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" -#if PY_VERSION_HEX >= 0x030800A4 && PY_VERSION_HEX < 0x030800B2 - #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\ - PyCode_New(a, 0, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#else - #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) -#endif - #define __Pyx_DefaultClassType PyType_Type -#endif -#ifndef Py_TPFLAGS_CHECKTYPES - #define Py_TPFLAGS_CHECKTYPES 0 -#endif -#ifndef Py_TPFLAGS_HAVE_INDEX - #define Py_TPFLAGS_HAVE_INDEX 0 -#endif -#ifndef Py_TPFLAGS_HAVE_NEWBUFFER - #define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif -#ifndef Py_TPFLAGS_HAVE_FINALIZE - #define Py_TPFLAGS_HAVE_FINALIZE 0 -#endif -#ifndef METH_STACKLESS - #define METH_STACKLESS 0 -#endif -#if PY_VERSION_HEX <= 0x030700A3 || !defined(METH_FASTCALL) - #ifndef METH_FASTCALL - #define METH_FASTCALL 0x80 - #endif - typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject *const *args, Py_ssize_t nargs); - typedef PyObject *(*__Pyx_PyCFunctionFastWithKeywords) (PyObject *self, PyObject *const *args, - Py_ssize_t nargs, PyObject *kwnames); -#else - #define __Pyx_PyCFunctionFast _PyCFunctionFast - #define __Pyx_PyCFunctionFastWithKeywords _PyCFunctionFastWithKeywords -#endif -#if CYTHON_FAST_PYCCALL -#define __Pyx_PyFastCFunction_Check(func)\ - ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))))) -#else -#define __Pyx_PyFastCFunction_Check(func) 0 -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc) - #define PyObject_Malloc(s) PyMem_Malloc(s) - #define PyObject_Free(p) PyMem_Free(p) - #define PyObject_Realloc(p) PyMem_Realloc(p) -#endif -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX < 0x030400A1 - #define PyMem_RawMalloc(n) PyMem_Malloc(n) - #define PyMem_RawRealloc(p, n) PyMem_Realloc(p, n) - #define PyMem_RawFree(p) PyMem_Free(p) -#endif -#if CYTHON_COMPILING_IN_PYSTON - #define __Pyx_PyCode_HasFreeVars(co) PyCode_HasFreeVars(co) - #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno) -#else - #define __Pyx_PyCode_HasFreeVars(co) (PyCode_GetNumFree(co) > 0) - #define __Pyx_PyFrame_SetLineNumber(frame, lineno) (frame)->f_lineno = (lineno) -#endif -#if !CYTHON_FAST_THREAD_STATE || PY_VERSION_HEX < 0x02070000 - #define __Pyx_PyThreadState_Current PyThreadState_GET() -#elif PY_VERSION_HEX >= 0x03060000 - #define __Pyx_PyThreadState_Current _PyThreadState_UncheckedGet() -#elif PY_VERSION_HEX >= 0x03000000 - #define __Pyx_PyThreadState_Current PyThreadState_GET() -#else - #define __Pyx_PyThreadState_Current _PyThreadState_Current -#endif -#if PY_VERSION_HEX < 0x030700A2 && !defined(PyThread_tss_create) && !defined(Py_tss_NEEDS_INIT) -#include "pythread.h" -#define Py_tss_NEEDS_INIT 0 -typedef int Py_tss_t; -static CYTHON_INLINE int PyThread_tss_create(Py_tss_t *key) { - *key = PyThread_create_key(); - return 0; -} -static CYTHON_INLINE Py_tss_t * PyThread_tss_alloc(void) { - Py_tss_t *key = (Py_tss_t *)PyObject_Malloc(sizeof(Py_tss_t)); - *key = Py_tss_NEEDS_INIT; - return key; -} -static CYTHON_INLINE void PyThread_tss_free(Py_tss_t *key) { - PyObject_Free(key); -} -static CYTHON_INLINE int PyThread_tss_is_created(Py_tss_t *key) { - return *key != Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE void PyThread_tss_delete(Py_tss_t *key) { - PyThread_delete_key(*key); - *key = Py_tss_NEEDS_INIT; -} -static CYTHON_INLINE int PyThread_tss_set(Py_tss_t *key, void *value) { - return PyThread_set_key_value(*key, value); -} -static CYTHON_INLINE void * PyThread_tss_get(Py_tss_t *key) { - return PyThread_get_key_value(*key); -} -#endif -#if CYTHON_COMPILING_IN_CPYTHON || defined(_PyDict_NewPresized) -#define __Pyx_PyDict_NewPresized(n) ((n <= 8) ? PyDict_New() : _PyDict_NewPresized(n)) -#else -#define __Pyx_PyDict_NewPresized(n) PyDict_New() -#endif -#if PY_MAJOR_VERSION >= 3 || CYTHON_FUTURE_DIVISION - #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 -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 && CYTHON_USE_UNICODE_INTERNALS -#define __Pyx_PyDict_GetItemStr(dict, name) _PyDict_GetItem_KnownHash(dict, name, ((PyASCIIObject *) name)->hash) -#else -#define __Pyx_PyDict_GetItemStr(dict, name) PyDict_GetItem(dict, name) -#endif -#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND) - #define CYTHON_PEP393_ENABLED 1 - #if defined(PyUnicode_IS_READY) - #define __Pyx_PyUnicode_READY(op) (likely(PyUnicode_IS_READY(op)) ?\ - 0 : _PyUnicode_Ready((PyObject *)(op))) - #else - #define __Pyx_PyUnicode_READY(op) (0) - #endif - #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_MAX_CHAR_VALUE(u) PyUnicode_MAX_CHAR_VALUE(u) - #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) - #define __Pyx_PyUnicode_WRITE(k, d, i, ch) PyUnicode_WRITE(k, d, i, ch) - #if defined(PyUnicode_IS_READY) && defined(PyUnicode_GET_SIZE) - #if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x03090000 - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : ((PyCompactUnicodeObject *)(u))->wstr_length)) - #else - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u))) - #endif - #else - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_LENGTH(u)) - #endif -#else - #define CYTHON_PEP393_ENABLED 0 - #define PyUnicode_1BYTE_KIND 1 - #define PyUnicode_2BYTE_KIND 2 - #define PyUnicode_4BYTE_KIND 4 - #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_MAX_CHAR_VALUE(u) ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111) - #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])) - #define __Pyx_PyUnicode_WRITE(k, d, i, ch) (((void)(k)), ((Py_UNICODE*)d)[i] = ch) - #define __Pyx_PyUnicode_IS_TRUE(u) (0 != PyUnicode_GET_SIZE(u)) -#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 -#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains) - #define PyUnicode_Contains(u, s) PySequence_Contains(u, s) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check) - #define PyByteArray_Check(obj) PyObject_TypeCheck(obj, &PyByteArray_Type) -#endif -#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format) - #define PyObject_Format(obj, fmt) PyObject_CallMethod(obj, "__format__", "O", fmt) -#endif -#define __Pyx_PyString_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyString_Check(b) && !PyString_CheckExact(b)))) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b)) -#define __Pyx_PyUnicode_FormatSafe(a, b) ((unlikely((a) == Py_None || (PyUnicode_Check(b) && !PyUnicode_CheckExact(b)))) ? 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 && !defined(PyObject_ASCII) - #define PyObject_ASCII(o) PyObject_Repr(o) -#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 -#ifndef PyObject_Unicode - #define PyObject_Unicode PyObject_Str -#endif -#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_Check(obj) || PyUnicode_Check(obj)) - #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj)) -#endif -#ifndef PySet_CheckExact - #define PySet_CheckExact(obj) (Py_TYPE(obj) == &PySet_Type) -#endif -#if PY_VERSION_HEX >= 0x030900A4 - #define __Pyx_SET_REFCNT(obj, refcnt) Py_SET_REFCNT(obj, refcnt) - #define __Pyx_SET_SIZE(obj, size) Py_SET_SIZE(obj, size) -#else - #define __Pyx_SET_REFCNT(obj, refcnt) Py_REFCNT(obj) = (refcnt) - #define __Pyx_SET_SIZE(obj, size) Py_SIZE(obj) = (size) -#endif -#if CYTHON_ASSUME_SAFE_MACROS - #define __Pyx_PySequence_SIZE(seq) Py_SIZE(seq) -#else - #define __Pyx_PySequence_SIZE(seq) PySequence_Size(seq) -#endif -#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_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY - #ifndef PyUnicode_InternFromString - #define PyUnicode_InternFromString(s) PyUnicode_FromString(s) - #endif -#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 - #define __Pyx_PyMethod_New(func, self, klass) ((self) ? ((void)(klass), PyMethod_New(func, self)) : __Pyx_NewRef(func)) -#else - #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass) -#endif -#if CYTHON_USE_ASYNC_SLOTS - #if PY_VERSION_HEX >= 0x030500B1 - #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods - #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async) - #else - #define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved)) - #endif -#else - #define __Pyx_PyType_AsAsync(obj) NULL -#endif -#ifndef __Pyx_PyAsyncMethodsStruct - typedef struct { - unaryfunc am_await; - unaryfunc am_aiter; - unaryfunc am_anext; - } __Pyx_PyAsyncMethodsStruct; -#endif - -#if defined(WIN32) || defined(MS_WINDOWS) - #define _USE_MATH_DEFINES -#endif -#include -#ifdef NAN -#define __PYX_NAN() ((float) NAN) -#else -static CYTHON_INLINE float __PYX_NAN() { - float value; - memset(&value, 0xFF, sizeof(value)); - return value; -} -#endif -#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL) -#define __Pyx_truncl trunc -#else -#define __Pyx_truncl truncl -#endif - -#define __PYX_MARK_ERR_POS(f_index, lineno) \ - { __pyx_filename = __pyx_f[f_index]; (void)__pyx_filename; __pyx_lineno = lineno; (void)__pyx_lineno; __pyx_clineno = __LINE__; (void)__pyx_clineno; } -#define __PYX_ERR(f_index, lineno, Ln_error) \ - { __PYX_MARK_ERR_POS(f_index, lineno) goto Ln_error; } - -#ifndef __PYX_EXTERN_C - #ifdef __cplusplus - #define __PYX_EXTERN_C extern "C" - #else - #define __PYX_EXTERN_C extern - #endif -#endif - -#define __PYX_HAVE__nms__cpu_nms -#define __PYX_HAVE_API__nms__cpu_nms -/* Early includes */ -#include -#include -#include "numpy/arrayobject.h" -#include "numpy/ndarrayobject.h" -#include "numpy/ndarraytypes.h" -#include "numpy/arrayscalars.h" -#include "numpy/ufuncobject.h" - - /* NumPy API declarations from "numpy/__init__.pxd" */ - -#ifdef _OPENMP -#include -#endif /* _OPENMP */ - -#if defined(PYREX_WITHOUT_ASSERTIONS) && !defined(CYTHON_WITHOUT_ASSERTIONS) -#define CYTHON_WITHOUT_ASSERTIONS -#endif - -typedef struct {PyObject **p; const char *s; const Py_ssize_t n; const char* encoding; - const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; - -#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_UTF8 0 -#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT (PY_MAJOR_VERSION >= 3 && __PYX_DEFAULT_STRING_ENCODING_IS_UTF8) -#define __PYX_DEFAULT_STRING_ENCODING "" -#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString -#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize -#define __Pyx_uchar_cast(c) ((unsigned char)c) -#define __Pyx_long_cast(x) ((long)x) -#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 int __Pyx_is_valid_index(Py_ssize_t i, Py_ssize_t limit) { - return (size_t) i < (size_t) limit; -} -#if defined (__cplusplus) && __cplusplus >= 201103L - #include - #define __Pyx_sst_abs(value) std::abs(value) -#elif SIZEOF_INT >= SIZEOF_SIZE_T - #define __Pyx_sst_abs(value) abs(value) -#elif SIZEOF_LONG >= SIZEOF_SIZE_T - #define __Pyx_sst_abs(value) labs(value) -#elif defined (_MSC_VER) - #define __Pyx_sst_abs(value) ((Py_ssize_t)_abs64(value)) -#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L - #define __Pyx_sst_abs(value) llabs(value) -#elif defined (__GNUC__) - #define __Pyx_sst_abs(value) __builtin_llabs(value) -#else - #define __Pyx_sst_abs(value) ((value<0) ? -value : value) -#endif -static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject*); -static CYTHON_INLINE const 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(const 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_PyBytes_AsWritableString(s) ((char*) PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableSString(s) ((signed char*) PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsWritableUString(s) ((unsigned char*) PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsString(s) ((const char*) PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsSString(s) ((const signed char*) PyBytes_AS_STRING(s)) -#define __Pyx_PyBytes_AsUString(s) ((const unsigned char*) PyBytes_AS_STRING(s)) -#define __Pyx_PyObject_AsWritableString(s) ((char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableSString(s) ((signed char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsWritableUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsSString(s) ((const signed char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_AsUString(s) ((const unsigned char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromCString(s) __Pyx_PyObject_FromString((const char*)s) -#define __Pyx_PyBytes_FromCString(s) __Pyx_PyBytes_FromString((const char*)s) -#define __Pyx_PyByteArray_FromCString(s) __Pyx_PyByteArray_FromString((const char*)s) -#define __Pyx_PyStr_FromCString(s) __Pyx_PyStr_FromString((const char*)s) -#define __Pyx_PyUnicode_FromCString(s) __Pyx_PyUnicode_FromString((const char*)s) -static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u) { - const Py_UNICODE *u_end = u; - while (*u_end++) ; - return (size_t)(u_end - u - 1); -} -#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_NewRef(obj) (Py_INCREF(obj), obj) -#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None) -static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b); -static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*); -static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject*); -static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x); -#define __Pyx_PySequence_Tuple(obj)\ - (likely(PyTuple_CheckExact(obj)) ? __Pyx_NewRef(obj) : PySequence_Tuple(obj)) -static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*); -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t); -#if CYTHON_ASSUME_SAFE_MACROS -#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 -#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x)) -#else -#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x)) -#endif -#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(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; - PyObject* default_encoding = NULL; - PyObject* ascii_chars_u = NULL; - PyObject* ascii_chars_b = NULL; - const char* default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) "getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - if (strcmp(default_encoding_c, "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - 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) goto bad; - ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(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_DECREF(ascii_chars_u); - Py_DECREF(ascii_chars_b); - } - Py_DECREF(default_encoding); - return 0; -bad: - 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; - PyObject* default_encoding = NULL; - char* default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (!sys) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - Py_DECREF(sys); - if (!default_encoding) goto bad; - default_encoding_c = PyBytes_AsString(default_encoding); - if (!default_encoding_c) goto bad; - __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c) + 1); - if (!__PYX_DEFAULT_STRING_ENCODING) goto bad; - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -/* Test for GCC > 2.95 */ -#if defined(__GNUC__) && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))) - #define likely(x) __builtin_expect(!!(x), 1) - #define unlikely(x) __builtin_expect(!!(x), 0) -#else /* !__GNUC__ or GCC < 2.95 */ - #define likely(x) (x) - #define unlikely(x) (x) -#endif /* __GNUC__ */ -static CYTHON_INLINE void __Pyx_pretend_to_initialize(void* ptr) { (void)ptr; } - -static PyObject *__pyx_m = NULL; -static PyObject *__pyx_d; -static PyObject *__pyx_b; -static PyObject *__pyx_cython_runtime = NULL; -static PyObject *__pyx_empty_tuple; -static PyObject *__pyx_empty_bytes; -static PyObject *__pyx_empty_unicode; -static int __pyx_lineno; -static int __pyx_clineno = 0; -static const char * __pyx_cfilenm= __FILE__; -static const char *__pyx_filename; - -/* Header.proto */ -#if !defined(CYTHON_CCOMPLEX) - #if defined(__cplusplus) - #define CYTHON_CCOMPLEX 1 - #elif defined(_Complex_I) - #define CYTHON_CCOMPLEX 1 - #else - #define CYTHON_CCOMPLEX 0 - #endif -#endif -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - #include - #else - #include - #endif -#endif -#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__) - #undef _Complex_I - #define _Complex_I 1.0fj -#endif - - -static const char *__pyx_f[] = { - "nms/cpu_nms.pyx", - "__init__.pxd", - "type.pxd", -}; -/* BufferFormatStructs.proto */ -#define IS_UNSIGNED(type) (((type) -1) > 0) -struct __Pyx_StructField_; -#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0) -typedef struct { - const char* name; - struct __Pyx_StructField_* fields; - size_t size; - size_t arraysize[8]; - int ndim; - char typegroup; - char is_unsigned; - int flags; -} __Pyx_TypeInfo; -typedef struct __Pyx_StructField_ { - __Pyx_TypeInfo* type; - const char* name; - size_t offset; -} __Pyx_StructField; -typedef struct { - __Pyx_StructField* field; - size_t parent_offset; -} __Pyx_BufFmt_StackElem; -typedef struct { - __Pyx_StructField root; - __Pyx_BufFmt_StackElem* head; - size_t fmt_offset; - size_t new_count, enc_count; - size_t struct_alignment; - int is_complex; - char enc_type; - char new_packmode; - char enc_packmode; - char is_valid_array; -} __Pyx_BufFmt_Context; - - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":690 - * # in Cython to enable them only on the right systems. - * - * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - */ -typedef npy_int8 __pyx_t_5numpy_int8_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":691 - * - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t - */ -typedef npy_int16 __pyx_t_5numpy_int16_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":692 - * ctypedef npy_int8 int8_t - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< - * ctypedef npy_int64 int64_t - * #ctypedef npy_int96 int96_t - */ -typedef npy_int32 __pyx_t_5numpy_int32_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":693 - * ctypedef npy_int16 int16_t - * ctypedef npy_int32 int32_t - * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< - * #ctypedef npy_int96 int96_t - * #ctypedef npy_int128 int128_t - */ -typedef npy_int64 __pyx_t_5numpy_int64_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":697 - * #ctypedef npy_int128 int128_t - * - * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - */ -typedef npy_uint8 __pyx_t_5numpy_uint8_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":698 - * - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t - */ -typedef npy_uint16 __pyx_t_5numpy_uint16_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":699 - * ctypedef npy_uint8 uint8_t - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< - * ctypedef npy_uint64 uint64_t - * #ctypedef npy_uint96 uint96_t - */ -typedef npy_uint32 __pyx_t_5numpy_uint32_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":700 - * ctypedef npy_uint16 uint16_t - * ctypedef npy_uint32 uint32_t - * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< - * #ctypedef npy_uint96 uint96_t - * #ctypedef npy_uint128 uint128_t - */ -typedef npy_uint64 __pyx_t_5numpy_uint64_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":704 - * #ctypedef npy_uint128 uint128_t - * - * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< - * ctypedef npy_float64 float64_t - * #ctypedef npy_float80 float80_t - */ -typedef npy_float32 __pyx_t_5numpy_float32_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":705 - * - * ctypedef npy_float32 float32_t - * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< - * #ctypedef npy_float80 float80_t - * #ctypedef npy_float128 float128_t - */ -typedef npy_float64 __pyx_t_5numpy_float64_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":714 - * # The int types are mapped a bit surprising -- - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t - */ -typedef npy_long __pyx_t_5numpy_int_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":715 - * # numpy.int corresponds to 'l' and numpy.long to 'q' - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t # <<<<<<<<<<<<<< - * ctypedef npy_longlong longlong_t - * - */ -typedef npy_longlong __pyx_t_5numpy_long_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":716 - * ctypedef npy_long int_t - * ctypedef npy_longlong long_t - * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_ulong uint_t - */ -typedef npy_longlong __pyx_t_5numpy_longlong_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":718 - * ctypedef npy_longlong longlong_t - * - * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t - */ -typedef npy_ulong __pyx_t_5numpy_uint_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":719 - * - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< - * ctypedef npy_ulonglong ulonglong_t - * - */ -typedef npy_ulonglong __pyx_t_5numpy_ulong_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":720 - * ctypedef npy_ulong uint_t - * ctypedef npy_ulonglong ulong_t - * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< - * - * ctypedef npy_intp intp_t - */ -typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":722 - * ctypedef npy_ulonglong ulonglong_t - * - * ctypedef npy_intp intp_t # <<<<<<<<<<<<<< - * ctypedef npy_uintp uintp_t - * - */ -typedef npy_intp __pyx_t_5numpy_intp_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":723 - * - * ctypedef npy_intp intp_t - * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< - * - * ctypedef npy_double float_t - */ -typedef npy_uintp __pyx_t_5numpy_uintp_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":725 - * ctypedef npy_uintp uintp_t - * - * ctypedef npy_double float_t # <<<<<<<<<<<<<< - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t - */ -typedef npy_double __pyx_t_5numpy_float_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":726 - * - * ctypedef npy_double float_t - * ctypedef npy_double double_t # <<<<<<<<<<<<<< - * ctypedef npy_longdouble longdouble_t - * - */ -typedef npy_double __pyx_t_5numpy_double_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":727 - * ctypedef npy_double float_t - * ctypedef npy_double double_t - * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cfloat cfloat_t - */ -typedef npy_longdouble __pyx_t_5numpy_longdouble_t; -/* Declarations.proto */ -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< float > __pyx_t_float_complex; - #else - typedef float _Complex __pyx_t_float_complex; - #endif -#else - typedef struct { float real, imag; } __pyx_t_float_complex; -#endif -static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float); - -/* Declarations.proto */ -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - typedef ::std::complex< double > __pyx_t_double_complex; - #else - typedef double _Complex __pyx_t_double_complex; - #endif -#else - typedef struct { double real, imag; } __pyx_t_double_complex; -#endif -static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double); - - -/*--- Type declarations ---*/ - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":729 - * ctypedef npy_longdouble longdouble_t - * - * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t - */ -typedef npy_cfloat __pyx_t_5numpy_cfloat_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":730 - * - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< - * ctypedef npy_clongdouble clongdouble_t - * - */ -typedef npy_cdouble __pyx_t_5numpy_cdouble_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":731 - * ctypedef npy_cfloat cfloat_t - * ctypedef npy_cdouble cdouble_t - * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< - * - * ctypedef npy_cdouble complex_t - */ -typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":733 - * ctypedef npy_clongdouble clongdouble_t - * - * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew1(a): - */ -typedef npy_cdouble __pyx_t_5numpy_complex_t; - -/* --- Runtime support code (head) --- */ -/* Refnanny.proto */ -#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); - #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 -#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) - -/* PyObjectGetAttrStr.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name); -#else -#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n) -#endif - -/* GetBuiltinName.proto */ -static PyObject *__Pyx_GetBuiltinName(PyObject *name); - -/* RaiseArgTupleInvalid.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); - -/* RaiseDoubleKeywords.proto */ -static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); - -/* ParseKeywords.proto */ -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[],\ - PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args,\ - const char* function_name); - -/* ArgTypeTest.proto */ -#define __Pyx_ArgTypeTest(obj, type, none_allowed, name, exact)\ - ((likely((Py_TYPE(obj) == type) | (none_allowed && (obj == Py_None)))) ? 1 :\ - __Pyx__ArgTypeTest(obj, type, name, exact)) -static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact); - -/* IsLittleEndian.proto */ -static CYTHON_INLINE int __Pyx_Is_Little_Endian(void); - -/* BufferFormatCheck.proto */ -static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts); -static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, - __Pyx_BufFmt_StackElem* stack, - __Pyx_TypeInfo* type); - -/* BufferGetAndValidate.proto */ -#define __Pyx_GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)\ - ((obj == Py_None || obj == NULL) ?\ - (__Pyx_ZeroBuffer(buf), 0) :\ - __Pyx__GetBufferAndValidate(buf, obj, dtype, flags, nd, cast, stack)) -static int __Pyx__GetBufferAndValidate(Py_buffer* buf, PyObject* obj, - __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack); -static void __Pyx_ZeroBuffer(Py_buffer* buf); -static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info); -static Py_ssize_t __Pyx_minusones[] = { -1, -1, -1, -1, -1, -1, -1, -1 }; -static Py_ssize_t __Pyx_zeros[] = { 0, 0, 0, 0, 0, 0, 0, 0 }; - -/* GetItemInt.proto */ -#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ - __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) :\ - (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) :\ - __Pyx_GetItemInt_Generic(o, to_py_func(i)))) -#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ - __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ - (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck)\ - (__Pyx_fits_Py_ssize_t(i, type, is_signed) ?\ - __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) :\ - (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL)) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j); -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, - int is_list, int wraparound, int boundscheck); - -/* ObjectGetItem.proto */ -#if CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key); -#else -#define __Pyx_PyObject_GetItem(obj, key) PyObject_GetItem(obj, key) -#endif - -/* ExtTypeTest.proto */ -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); - -/* PyIntBinop.proto */ -#if !CYTHON_COMPILING_IN_PYPY -static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace, int zerodivision_check); -#else -#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace, zerodivision_check)\ - (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) -#endif - -/* PyFunctionFastCall.proto */ -#if CYTHON_FAST_PYCALL -#define __Pyx_PyFunction_FastCall(func, args, nargs)\ - __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL) -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs); -#else -#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs) -#endif -#define __Pyx_BUILD_ASSERT_EXPR(cond)\ - (sizeof(char [1 - 2*!(cond)]) - 1) -#ifndef Py_MEMBER_SIZE -#define Py_MEMBER_SIZE(type, member) sizeof(((type *)0)->member) -#endif - static size_t __pyx_pyframe_localsplus_offset = 0; - #include "frameobject.h" - #define __Pxy_PyFrame_Initialize_Offsets()\ - ((void)__Pyx_BUILD_ASSERT_EXPR(sizeof(PyFrameObject) == offsetof(PyFrameObject, f_localsplus) + Py_MEMBER_SIZE(PyFrameObject, f_localsplus)),\ - (void)(__pyx_pyframe_localsplus_offset = ((size_t)PyFrame_Type.tp_basicsize) - Py_MEMBER_SIZE(PyFrameObject, f_localsplus))) - #define __Pyx_PyFrame_GetLocalsplus(frame)\ - (assert(__pyx_pyframe_localsplus_offset), (PyObject **)(((char *)(frame)) + __pyx_pyframe_localsplus_offset)) -#endif - -/* PyObjectCall.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw); -#else -#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw) -#endif - -/* PyObjectCallMethO.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg); -#endif - -/* PyObjectCallNoArg.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func); -#else -#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL) -#endif - -/* PyCFunctionFastCall.proto */ -#if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs); -#else -#define __Pyx_PyCFunction_FastCall(func, args, nargs) (assert(0), NULL) -#endif - -/* PyObjectCallOneArg.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg); - -/* PyDictVersioning.proto */ -#if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -#define __PYX_DICT_VERSION_INIT ((PY_UINT64_T) -1) -#define __PYX_GET_DICT_VERSION(dict) (((PyDictObject*)(dict))->ma_version_tag) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var)\ - (version_var) = __PYX_GET_DICT_VERSION(dict);\ - (cache_var) = (value); -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) {\ - static PY_UINT64_T __pyx_dict_version = 0;\ - static PyObject *__pyx_dict_cached_value = NULL;\ - if (likely(__PYX_GET_DICT_VERSION(DICT) == __pyx_dict_version)) {\ - (VAR) = __pyx_dict_cached_value;\ - } else {\ - (VAR) = __pyx_dict_cached_value = (LOOKUP);\ - __pyx_dict_version = __PYX_GET_DICT_VERSION(DICT);\ - }\ -} -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj); -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj); -static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version); -#else -#define __PYX_GET_DICT_VERSION(dict) (0) -#define __PYX_UPDATE_DICT_CACHE(dict, value, cache_var, version_var) -#define __PYX_PY_DICT_LOOKUP_IF_MODIFIED(VAR, DICT, LOOKUP) (VAR) = (LOOKUP); -#endif - -/* GetModuleGlobalName.proto */ -#if CYTHON_USE_DICT_VERSIONS -#define __Pyx_GetModuleGlobalName(var, name) {\ - static PY_UINT64_T __pyx_dict_version = 0;\ - static PyObject *__pyx_dict_cached_value = NULL;\ - (var) = (likely(__pyx_dict_version == __PYX_GET_DICT_VERSION(__pyx_d))) ?\ - (likely(__pyx_dict_cached_value) ? __Pyx_NewRef(__pyx_dict_cached_value) : __Pyx_GetBuiltinName(name)) :\ - __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ -} -#define __Pyx_GetModuleGlobalNameUncached(var, name) {\ - PY_UINT64_T __pyx_dict_version;\ - PyObject *__pyx_dict_cached_value;\ - (var) = __Pyx__GetModuleGlobalName(name, &__pyx_dict_version, &__pyx_dict_cached_value);\ -} -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value); -#else -#define __Pyx_GetModuleGlobalName(var, name) (var) = __Pyx__GetModuleGlobalName(name) -#define __Pyx_GetModuleGlobalNameUncached(var, name) (var) = __Pyx__GetModuleGlobalName(name) -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name); -#endif - -/* BufferIndexError.proto */ -static void __Pyx_RaiseBufferIndexError(int axis); - -#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0) -/* ListAppend.proto */ -#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS -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); - __Pyx_SET_SIZE(list, len + 1); - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) -#endif - -/* PyThreadStateGet.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyThreadState_declare PyThreadState *__pyx_tstate; -#define __Pyx_PyThreadState_assign __pyx_tstate = __Pyx_PyThreadState_Current; -#define __Pyx_PyErr_Occurred() __pyx_tstate->curexc_type -#else -#define __Pyx_PyThreadState_declare -#define __Pyx_PyThreadState_assign -#define __Pyx_PyErr_Occurred() PyErr_Occurred() -#endif - -/* PyErrFetchRestore.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_Clear() __Pyx_ErrRestore(NULL, NULL, NULL) -#define __Pyx_ErrRestoreWithState(type, value, tb) __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_PyErr_SetNone(exc) (Py_INCREF(exc), __Pyx_ErrRestore((exc), NULL, NULL)) -#else -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#endif -#else -#define __Pyx_PyErr_Clear() PyErr_Clear() -#define __Pyx_PyErr_SetNone(exc) PyErr_SetNone(exc) -#define __Pyx_ErrRestoreWithState(type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchWithState(type, value, tb) PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestoreInState(tstate, type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetchInState(tstate, type, value, tb) PyErr_Fetch(type, value, tb) -#define __Pyx_ErrRestore(type, value, tb) PyErr_Restore(type, value, tb) -#define __Pyx_ErrFetch(type, value, tb) PyErr_Fetch(type, value, tb) -#endif - -#define __Pyx_BufPtrStrided2d(type, buf, i0, s0, i1, s1) (type)((char*)buf + i0 * s0 + i1 * s1) -/* PyObjectCall2Args.proto */ -static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2); - -/* ListCompAppend.proto */ -#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS -static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) { - PyListObject* L = (PyListObject*) list; - Py_ssize_t len = Py_SIZE(list); - if (likely(L->allocated > len)) { - Py_INCREF(x); - PyList_SET_ITEM(list, len, x); - __Pyx_SET_SIZE(list, len + 1); - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x) -#endif - -/* GetTopmostException.proto */ -#if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem * __Pyx_PyErr_GetTopmostException(PyThreadState *tstate); -#endif - -/* SaveResetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_ExceptionSave(type, value, tb) __Pyx__ExceptionSave(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); -#define __Pyx_ExceptionReset(type, value, tb) __Pyx__ExceptionReset(__pyx_tstate, type, value, tb) -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb); -#else -#define __Pyx_ExceptionSave(type, value, tb) PyErr_GetExcInfo(type, value, tb) -#define __Pyx_ExceptionReset(type, value, tb) PyErr_SetExcInfo(type, value, tb) -#endif - -/* PyErrExceptionMatches.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err) -static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err); -#else -#define __Pyx_PyErr_ExceptionMatches(err) PyErr_ExceptionMatches(err) -#endif - -/* GetException.proto */ -#if CYTHON_FAST_THREAD_STATE -#define __Pyx_GetException(type, value, tb) __Pyx__GetException(__pyx_tstate, type, value, tb) -static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb); -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); -#endif - -/* RaiseException.proto */ -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); - -/* TypeImport.proto */ -#ifndef __PYX_HAVE_RT_ImportType_proto -#define __PYX_HAVE_RT_ImportType_proto -enum __Pyx_ImportType_CheckSize { - __Pyx_ImportType_CheckSize_Error = 0, - __Pyx_ImportType_CheckSize_Warn = 1, - __Pyx_ImportType_CheckSize_Ignore = 2 -}; -static PyTypeObject *__Pyx_ImportType(PyObject* module, const char *module_name, const char *class_name, size_t size, enum __Pyx_ImportType_CheckSize check_size); -#endif - -/* Import.proto */ -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); - -/* CLineInTraceback.proto */ -#ifdef CYTHON_CLINE_IN_TRACEBACK -#define __Pyx_CLineForTraceback(tstate, c_line) (((CYTHON_CLINE_IN_TRACEBACK)) ? c_line : 0) -#else -static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line); -#endif - -/* CodeObjectCache.proto */ -typedef struct { - PyCodeObject* code_object; - int code_line; -} __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); - -/* AddTraceback.proto */ -static void __Pyx_AddTraceback(const char *funcname, int c_line, - int py_line, const char *filename); - -/* BufferStructDeclare.proto */ -typedef struct { - Py_ssize_t shape, strides, suboffsets; -} __Pyx_Buf_DimInfo; -typedef struct { - size_t refcount; - Py_buffer pybuffer; -} __Pyx_Buffer; -typedef struct { - __Pyx_Buffer *rcbuffer; - char *data; - __Pyx_Buf_DimInfo diminfo[8]; -} __Pyx_LocalBuf_ND; - -#if PY_MAJOR_VERSION < 3 - static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags); - static void __Pyx_ReleaseBuffer(Py_buffer *view); -#else - #define __Pyx_GetBuffer PyObject_GetBuffer - #define __Pyx_ReleaseBuffer PyBuffer_Release -#endif - - -/* GCCDiagnostics.proto */ -#if defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 6)) -#define __Pyx_HAS_GCC_DIAGNOSTIC -#endif - -/* RealImag.proto */ -#if CYTHON_CCOMPLEX - #ifdef __cplusplus - #define __Pyx_CREAL(z) ((z).real()) - #define __Pyx_CIMAG(z) ((z).imag()) - #else - #define __Pyx_CREAL(z) (__real__(z)) - #define __Pyx_CIMAG(z) (__imag__(z)) - #endif -#else - #define __Pyx_CREAL(z) ((z).real) - #define __Pyx_CIMAG(z) ((z).imag) -#endif -#if defined(__cplusplus) && CYTHON_CCOMPLEX\ - && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103) - #define __Pyx_SET_CREAL(z,x) ((z).real(x)) - #define __Pyx_SET_CIMAG(z,y) ((z).imag(y)) -#else - #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x) - #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y) -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX - #define __Pyx_c_eq_float(a, b) ((a)==(b)) - #define __Pyx_c_sum_float(a, b) ((a)+(b)) - #define __Pyx_c_diff_float(a, b) ((a)-(b)) - #define __Pyx_c_prod_float(a, b) ((a)*(b)) - #define __Pyx_c_quot_float(a, b) ((a)/(b)) - #define __Pyx_c_neg_float(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zero_float(z) ((z)==(float)0) - #define __Pyx_c_conj_float(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_abs_float(z) (::std::abs(z)) - #define __Pyx_c_pow_float(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zero_float(z) ((z)==0) - #define __Pyx_c_conj_float(z) (conjf(z)) - #if 1 - #define __Pyx_c_abs_float(z) (cabsf(z)) - #define __Pyx_c_pow_float(a, b) (cpowf(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex, __pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex); - static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex); - #if 1 - static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex); - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex, __pyx_t_float_complex); - #endif -#endif - -/* Arithmetic.proto */ -#if CYTHON_CCOMPLEX - #define __Pyx_c_eq_double(a, b) ((a)==(b)) - #define __Pyx_c_sum_double(a, b) ((a)+(b)) - #define __Pyx_c_diff_double(a, b) ((a)-(b)) - #define __Pyx_c_prod_double(a, b) ((a)*(b)) - #define __Pyx_c_quot_double(a, b) ((a)/(b)) - #define __Pyx_c_neg_double(a) (-(a)) - #ifdef __cplusplus - #define __Pyx_c_is_zero_double(z) ((z)==(double)0) - #define __Pyx_c_conj_double(z) (::std::conj(z)) - #if 1 - #define __Pyx_c_abs_double(z) (::std::abs(z)) - #define __Pyx_c_pow_double(a, b) (::std::pow(a, b)) - #endif - #else - #define __Pyx_c_is_zero_double(z) ((z)==0) - #define __Pyx_c_conj_double(z) (conj(z)) - #if 1 - #define __Pyx_c_abs_double(z) (cabs(z)) - #define __Pyx_c_pow_double(a, b) (cpow(a, b)) - #endif - #endif -#else - static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex, __pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex); - static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex); - #if 1 - static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex); - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex, __pyx_t_double_complex); - #endif -#endif - -/* CIntFromPy.proto */ -static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value); - -/* CIntToPy.proto */ -static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value); - -/* CIntFromPy.proto */ -static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *); - -/* FastTypeChecks.proto */ -#if CYTHON_COMPILING_IN_CPYTHON -#define __Pyx_TypeCheck(obj, type) __Pyx_IsSubtype(Py_TYPE(obj), (PyTypeObject *)type) -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err, PyObject *type); -static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *err, PyObject *type1, PyObject *type2); -#else -#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type) -#define __Pyx_PyErr_GivenExceptionMatches(err, type) PyErr_GivenExceptionMatches(err, type) -#define __Pyx_PyErr_GivenExceptionMatches2(err, type1, type2) (PyErr_GivenExceptionMatches(err, type1) || PyErr_GivenExceptionMatches(err, type2)) -#endif -#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception) - -/* CheckBinaryVersion.proto */ -static int __Pyx_check_binary_version(void); - -/* InitStrings.proto */ -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); - - -/* Module declarations from 'cpython.buffer' */ - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from '__builtin__' */ - -/* Module declarations from 'cpython.type' */ -static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0; - -/* Module declarations from 'cpython' */ - -/* Module declarations from 'cpython.object' */ - -/* Module declarations from 'cpython.ref' */ - -/* Module declarations from 'cpython.mem' */ - -/* Module declarations from 'numpy' */ - -/* Module declarations from 'numpy' */ -static PyTypeObject *__pyx_ptype_5numpy_dtype = 0; -static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0; -static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0; -static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0; -static PyTypeObject *__pyx_ptype_5numpy_generic = 0; -static PyTypeObject *__pyx_ptype_5numpy_number = 0; -static PyTypeObject *__pyx_ptype_5numpy_integer = 0; -static PyTypeObject *__pyx_ptype_5numpy_signedinteger = 0; -static PyTypeObject *__pyx_ptype_5numpy_unsignedinteger = 0; -static PyTypeObject *__pyx_ptype_5numpy_inexact = 0; -static PyTypeObject *__pyx_ptype_5numpy_floating = 0; -static PyTypeObject *__pyx_ptype_5numpy_complexfloating = 0; -static PyTypeObject *__pyx_ptype_5numpy_flexible = 0; -static PyTypeObject *__pyx_ptype_5numpy_character = 0; -static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0; - -/* Module declarations from 'nms.cpu_nms' */ -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_3nms_7cpu_nms_max(__pyx_t_5numpy_float32_t, __pyx_t_5numpy_float32_t); /*proto*/ -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_3nms_7cpu_nms_min(__pyx_t_5numpy_float32_t, __pyx_t_5numpy_float32_t); /*proto*/ -static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 }; -static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int_t = { "int_t", NULL, sizeof(__pyx_t_5numpy_int_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int_t), 0 }; -static __Pyx_TypeInfo __Pyx_TypeInfo_float = { "float", NULL, sizeof(float), { 0 }, 0, 'R', 0, 0 }; -#define __Pyx_MODULE_NAME "nms.cpu_nms" -extern int __pyx_module_is_main_nms__cpu_nms; -int __pyx_module_is_main_nms__cpu_nms = 0; - -/* Implementation of 'nms.cpu_nms' */ -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ImportError; -static const char __pyx_k_N[] = "N"; -static const char __pyx_k_h[] = "h"; -static const char __pyx_k_i[] = "_i"; -static const char __pyx_k_j[] = "_j"; -static const char __pyx_k_s[] = "s"; -static const char __pyx_k_w[] = "w"; -static const char __pyx_k_Nt[] = "Nt"; -static const char __pyx_k_ih[] = "ih"; -static const char __pyx_k_iw[] = "iw"; -static const char __pyx_k_np[] = "np"; -static const char __pyx_k_ov[] = "ov"; -static const char __pyx_k_ts[] = "ts"; -static const char __pyx_k_ua[] = "ua"; -static const char __pyx_k_x1[] = "x1"; -static const char __pyx_k_x2[] = "x2"; -static const char __pyx_k_y1[] = "y1"; -static const char __pyx_k_y2[] = "y2"; -static const char __pyx_k_exp[] = "exp"; -static const char __pyx_k_i_2[] = "i"; -static const char __pyx_k_int[] = "int"; -static const char __pyx_k_ix1[] = "ix1"; -static const char __pyx_k_ix2[] = "ix2"; -static const char __pyx_k_iy1[] = "iy1"; -static const char __pyx_k_iy2[] = "iy2"; -static const char __pyx_k_j_2[] = "j"; -static const char __pyx_k_ovr[] = "ovr"; -static const char __pyx_k_pos[] = "pos"; -static const char __pyx_k_tx1[] = "tx1"; -static const char __pyx_k_tx2[] = "tx2"; -static const char __pyx_k_ty1[] = "ty1"; -static const char __pyx_k_ty2[] = "ty2"; -static const char __pyx_k_xx1[] = "xx1"; -static const char __pyx_k_xx2[] = "xx2"; -static const char __pyx_k_yy1[] = "yy1"; -static const char __pyx_k_yy2[] = "yy2"; -static const char __pyx_k_area[] = "area"; -static const char __pyx_k_dets[] = "dets"; -static const char __pyx_k_keep[] = "keep"; -static const char __pyx_k_main[] = "__main__"; -static const char __pyx_k_name[] = "__name__"; -static const char __pyx_k_test[] = "__test__"; -static const char __pyx_k_areas[] = "areas"; -static const char __pyx_k_boxes[] = "boxes"; -static const char __pyx_k_dtype[] = "dtype"; -static const char __pyx_k_iarea[] = "iarea"; -static const char __pyx_k_inter[] = "inter"; -static const char __pyx_k_ndets[] = "ndets"; -static const char __pyx_k_numpy[] = "numpy"; -static const char __pyx_k_order[] = "order"; -static const char __pyx_k_range[] = "range"; -static const char __pyx_k_sigma[] = "sigma"; -static const char __pyx_k_zeros[] = "zeros"; -static const char __pyx_k_import[] = "__import__"; -static const char __pyx_k_maxpos[] = "maxpos"; -static const char __pyx_k_method[] = "method"; -static const char __pyx_k_scores[] = "scores"; -static const char __pyx_k_thresh[] = "thresh"; -static const char __pyx_k_weight[] = "weight"; -static const char __pyx_k_argsort[] = "argsort"; -static const char __pyx_k_cpu_nms[] = "cpu_nms"; -static const char __pyx_k_box_area[] = "box_area"; -static const char __pyx_k_maxscore[] = "maxscore"; -static const char __pyx_k_threshold[] = "threshold"; -static const char __pyx_k_suppressed[] = "suppressed"; -static const char __pyx_k_ImportError[] = "ImportError"; -static const char __pyx_k_nms_cpu_nms[] = "nms.cpu_nms"; -static const char __pyx_k_cpu_soft_nms[] = "cpu_soft_nms"; -static const char __pyx_k_nms_cpu_nms_pyx[] = "nms/cpu_nms.pyx"; -static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; -static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import"; -static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import"; -static PyObject *__pyx_n_s_ImportError; -static PyObject *__pyx_n_s_N; -static PyObject *__pyx_n_s_Nt; -static PyObject *__pyx_n_s_area; -static PyObject *__pyx_n_s_areas; -static PyObject *__pyx_n_s_argsort; -static PyObject *__pyx_n_s_box_area; -static PyObject *__pyx_n_s_boxes; -static PyObject *__pyx_n_s_cline_in_traceback; -static PyObject *__pyx_n_s_cpu_nms; -static PyObject *__pyx_n_s_cpu_soft_nms; -static PyObject *__pyx_n_s_dets; -static PyObject *__pyx_n_s_dtype; -static PyObject *__pyx_n_s_exp; -static PyObject *__pyx_n_s_h; -static PyObject *__pyx_n_s_i; -static PyObject *__pyx_n_s_i_2; -static PyObject *__pyx_n_s_iarea; -static PyObject *__pyx_n_s_ih; -static PyObject *__pyx_n_s_import; -static PyObject *__pyx_n_s_int; -static PyObject *__pyx_n_s_inter; -static PyObject *__pyx_n_s_iw; -static PyObject *__pyx_n_s_ix1; -static PyObject *__pyx_n_s_ix2; -static PyObject *__pyx_n_s_iy1; -static PyObject *__pyx_n_s_iy2; -static PyObject *__pyx_n_s_j; -static PyObject *__pyx_n_s_j_2; -static PyObject *__pyx_n_s_keep; -static PyObject *__pyx_n_s_main; -static PyObject *__pyx_n_s_maxpos; -static PyObject *__pyx_n_s_maxscore; -static PyObject *__pyx_n_s_method; -static PyObject *__pyx_n_s_name; -static PyObject *__pyx_n_s_ndets; -static PyObject *__pyx_n_s_nms_cpu_nms; -static PyObject *__pyx_kp_s_nms_cpu_nms_pyx; -static PyObject *__pyx_n_s_np; -static PyObject *__pyx_n_s_numpy; -static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to; -static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor; -static PyObject *__pyx_n_s_order; -static PyObject *__pyx_n_s_ov; -static PyObject *__pyx_n_s_ovr; -static PyObject *__pyx_n_s_pos; -static PyObject *__pyx_n_s_range; -static PyObject *__pyx_n_s_s; -static PyObject *__pyx_n_s_scores; -static PyObject *__pyx_n_s_sigma; -static PyObject *__pyx_n_s_suppressed; -static PyObject *__pyx_n_s_test; -static PyObject *__pyx_n_s_thresh; -static PyObject *__pyx_n_s_threshold; -static PyObject *__pyx_n_s_ts; -static PyObject *__pyx_n_s_tx1; -static PyObject *__pyx_n_s_tx2; -static PyObject *__pyx_n_s_ty1; -static PyObject *__pyx_n_s_ty2; -static PyObject *__pyx_n_s_ua; -static PyObject *__pyx_n_s_w; -static PyObject *__pyx_n_s_weight; -static PyObject *__pyx_n_s_x1; -static PyObject *__pyx_n_s_x2; -static PyObject *__pyx_n_s_xx1; -static PyObject *__pyx_n_s_xx2; -static PyObject *__pyx_n_s_y1; -static PyObject *__pyx_n_s_y2; -static PyObject *__pyx_n_s_yy1; -static PyObject *__pyx_n_s_yy2; -static PyObject *__pyx_n_s_zeros; -static PyObject *__pyx_pf_3nms_7cpu_nms_cpu_nms(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dets, PyObject *__pyx_v_thresh); /* proto */ -static PyObject *__pyx_pf_3nms_7cpu_nms_2cpu_soft_nms(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_boxes, float __pyx_v_sigma, float __pyx_v_Nt, float __pyx_v_threshold, unsigned int __pyx_v_method); /* proto */ -static PyObject *__pyx_int_0; -static PyObject *__pyx_int_1; -static PyObject *__pyx_int_2; -static PyObject *__pyx_int_3; -static PyObject *__pyx_int_4; -static PyObject *__pyx_int_neg_1; -static PyObject *__pyx_slice_; -static PyObject *__pyx_slice__7; -static PyObject *__pyx_tuple__2; -static PyObject *__pyx_tuple__3; -static PyObject *__pyx_tuple__4; -static PyObject *__pyx_tuple__5; -static PyObject *__pyx_tuple__6; -static PyObject *__pyx_tuple__8; -static PyObject *__pyx_tuple__9; -static PyObject *__pyx_tuple__10; -static PyObject *__pyx_tuple__12; -static PyObject *__pyx_codeobj__11; -static PyObject *__pyx_codeobj__13; -/* Late includes */ - -/* "nms/cpu_nms.pyx":11 - * cimport numpy as np - * - * cdef inline np.float32_t max(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<< - * return a if a >= b else b - * - */ - -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_3nms_7cpu_nms_max(__pyx_t_5numpy_float32_t __pyx_v_a, __pyx_t_5numpy_float32_t __pyx_v_b) { - __pyx_t_5numpy_float32_t __pyx_r; - __Pyx_RefNannyDeclarations - __pyx_t_5numpy_float32_t __pyx_t_1; - __Pyx_RefNannySetupContext("max", 0); - - /* "nms/cpu_nms.pyx":12 - * - * cdef inline np.float32_t max(np.float32_t a, np.float32_t b): - * return a if a >= b else b # <<<<<<<<<<<<<< - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b): - */ - if (((__pyx_v_a >= __pyx_v_b) != 0)) { - __pyx_t_1 = __pyx_v_a; - } else { - __pyx_t_1 = __pyx_v_b; - } - __pyx_r = __pyx_t_1; - goto __pyx_L0; - - /* "nms/cpu_nms.pyx":11 - * cimport numpy as np - * - * cdef inline np.float32_t max(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<< - * return a if a >= b else b - * - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "nms/cpu_nms.pyx":14 - * return a if a >= b else b - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<< - * return a if a <= b else b - * - */ - -static CYTHON_INLINE __pyx_t_5numpy_float32_t __pyx_f_3nms_7cpu_nms_min(__pyx_t_5numpy_float32_t __pyx_v_a, __pyx_t_5numpy_float32_t __pyx_v_b) { - __pyx_t_5numpy_float32_t __pyx_r; - __Pyx_RefNannyDeclarations - __pyx_t_5numpy_float32_t __pyx_t_1; - __Pyx_RefNannySetupContext("min", 0); - - /* "nms/cpu_nms.pyx":15 - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b): - * return a if a <= b else b # <<<<<<<<<<<<<< - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): - */ - if (((__pyx_v_a <= __pyx_v_b) != 0)) { - __pyx_t_1 = __pyx_v_a; - } else { - __pyx_t_1 = __pyx_v_b; - } - __pyx_r = __pyx_t_1; - goto __pyx_L0; - - /* "nms/cpu_nms.pyx":14 - * return a if a >= b else b - * - * cdef inline np.float32_t min(np.float32_t a, np.float32_t b): # <<<<<<<<<<<<<< - * return a if a <= b else b - * - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "nms/cpu_nms.pyx":17 - * return a if a <= b else b - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_3nms_7cpu_nms_1cpu_nms(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_3nms_7cpu_nms_1cpu_nms = {"cpu_nms", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_3nms_7cpu_nms_1cpu_nms, METH_VARARGS|METH_KEYWORDS, 0}; -static PyObject *__pyx_pw_3nms_7cpu_nms_1cpu_nms(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_dets = 0; - PyObject *__pyx_v_thresh = 0; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("cpu_nms (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dets,&__pyx_n_s_thresh,0}; - PyObject* values[2] = {0,0}; - 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); - CYTHON_FALLTHROUGH; - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_dets)) != 0)) kw_args--; - else goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (likely((values[1] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_thresh)) != 0)) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("cpu_nms", 1, 2, 2, 1); __PYX_ERR(0, 17, __pyx_L3_error) - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "cpu_nms") < 0)) __PYX_ERR(0, 17, __pyx_L3_error) - } - } else if (PyTuple_GET_SIZE(__pyx_args) != 2) { - goto __pyx_L5_argtuple_error; - } else { - values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - } - __pyx_v_dets = ((PyArrayObject *)values[0]); - __pyx_v_thresh = ((PyObject*)values[1]); - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("cpu_nms", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 17, __pyx_L3_error) - __pyx_L3_error:; - __Pyx_AddTraceback("nms.cpu_nms.cpu_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; - __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dets), __pyx_ptype_5numpy_ndarray, 1, "dets", 0))) __PYX_ERR(0, 17, __pyx_L1_error) - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_thresh), (&PyFloat_Type), 1, "thresh", 1))) __PYX_ERR(0, 17, __pyx_L1_error) - __pyx_r = __pyx_pf_3nms_7cpu_nms_cpu_nms(__pyx_self, __pyx_v_dets, __pyx_v_thresh); - - /* function exit code */ - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = NULL; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_3nms_7cpu_nms_cpu_nms(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dets, PyObject *__pyx_v_thresh) { - PyArrayObject *__pyx_v_x1 = 0; - PyArrayObject *__pyx_v_y1 = 0; - PyArrayObject *__pyx_v_x2 = 0; - PyArrayObject *__pyx_v_y2 = 0; - PyArrayObject *__pyx_v_scores = 0; - PyArrayObject *__pyx_v_areas = 0; - PyArrayObject *__pyx_v_order = 0; - int __pyx_v_ndets; - PyArrayObject *__pyx_v_suppressed = 0; - int __pyx_v__i; - int __pyx_v__j; - int __pyx_v_i; - int __pyx_v_j; - __pyx_t_5numpy_float32_t __pyx_v_ix1; - __pyx_t_5numpy_float32_t __pyx_v_iy1; - __pyx_t_5numpy_float32_t __pyx_v_ix2; - __pyx_t_5numpy_float32_t __pyx_v_iy2; - __pyx_t_5numpy_float32_t __pyx_v_iarea; - __pyx_t_5numpy_float32_t __pyx_v_xx1; - __pyx_t_5numpy_float32_t __pyx_v_yy1; - __pyx_t_5numpy_float32_t __pyx_v_xx2; - __pyx_t_5numpy_float32_t __pyx_v_yy2; - __pyx_t_5numpy_float32_t __pyx_v_w; - __pyx_t_5numpy_float32_t __pyx_v_h; - __pyx_t_5numpy_float32_t __pyx_v_inter; - __pyx_t_5numpy_float32_t __pyx_v_ovr; - PyObject *__pyx_v_keep = NULL; - __Pyx_LocalBuf_ND __pyx_pybuffernd_areas; - __Pyx_Buffer __pyx_pybuffer_areas; - __Pyx_LocalBuf_ND __pyx_pybuffernd_dets; - __Pyx_Buffer __pyx_pybuffer_dets; - __Pyx_LocalBuf_ND __pyx_pybuffernd_order; - __Pyx_Buffer __pyx_pybuffer_order; - __Pyx_LocalBuf_ND __pyx_pybuffernd_scores; - __Pyx_Buffer __pyx_pybuffer_scores; - __Pyx_LocalBuf_ND __pyx_pybuffernd_suppressed; - __Pyx_Buffer __pyx_pybuffer_suppressed; - __Pyx_LocalBuf_ND __pyx_pybuffernd_x1; - __Pyx_Buffer __pyx_pybuffer_x1; - __Pyx_LocalBuf_ND __pyx_pybuffernd_x2; - __Pyx_Buffer __pyx_pybuffer_x2; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y1; - __Pyx_Buffer __pyx_pybuffer_y1; - __Pyx_LocalBuf_ND __pyx_pybuffernd_y2; - __Pyx_Buffer __pyx_pybuffer_y2; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyArrayObject *__pyx_t_2 = NULL; - PyArrayObject *__pyx_t_3 = NULL; - PyArrayObject *__pyx_t_4 = NULL; - PyArrayObject *__pyx_t_5 = NULL; - PyArrayObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - PyArrayObject *__pyx_t_9 = NULL; - PyArrayObject *__pyx_t_10 = NULL; - PyObject *__pyx_t_11 = NULL; - PyObject *__pyx_t_12 = NULL; - PyArrayObject *__pyx_t_13 = NULL; - int __pyx_t_14; - int __pyx_t_15; - int __pyx_t_16; - Py_ssize_t __pyx_t_17; - int __pyx_t_18; - int __pyx_t_19; - int __pyx_t_20; - int __pyx_t_21; - int __pyx_t_22; - int __pyx_t_23; - __pyx_t_5numpy_float32_t __pyx_t_24; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("cpu_nms", 0); - __pyx_pybuffer_x1.pybuffer.buf = NULL; - __pyx_pybuffer_x1.refcount = 0; - __pyx_pybuffernd_x1.data = NULL; - __pyx_pybuffernd_x1.rcbuffer = &__pyx_pybuffer_x1; - __pyx_pybuffer_y1.pybuffer.buf = NULL; - __pyx_pybuffer_y1.refcount = 0; - __pyx_pybuffernd_y1.data = NULL; - __pyx_pybuffernd_y1.rcbuffer = &__pyx_pybuffer_y1; - __pyx_pybuffer_x2.pybuffer.buf = NULL; - __pyx_pybuffer_x2.refcount = 0; - __pyx_pybuffernd_x2.data = NULL; - __pyx_pybuffernd_x2.rcbuffer = &__pyx_pybuffer_x2; - __pyx_pybuffer_y2.pybuffer.buf = NULL; - __pyx_pybuffer_y2.refcount = 0; - __pyx_pybuffernd_y2.data = NULL; - __pyx_pybuffernd_y2.rcbuffer = &__pyx_pybuffer_y2; - __pyx_pybuffer_scores.pybuffer.buf = NULL; - __pyx_pybuffer_scores.refcount = 0; - __pyx_pybuffernd_scores.data = NULL; - __pyx_pybuffernd_scores.rcbuffer = &__pyx_pybuffer_scores; - __pyx_pybuffer_areas.pybuffer.buf = NULL; - __pyx_pybuffer_areas.refcount = 0; - __pyx_pybuffernd_areas.data = NULL; - __pyx_pybuffernd_areas.rcbuffer = &__pyx_pybuffer_areas; - __pyx_pybuffer_order.pybuffer.buf = NULL; - __pyx_pybuffer_order.refcount = 0; - __pyx_pybuffernd_order.data = NULL; - __pyx_pybuffernd_order.rcbuffer = &__pyx_pybuffer_order; - __pyx_pybuffer_suppressed.pybuffer.buf = NULL; - __pyx_pybuffer_suppressed.refcount = 0; - __pyx_pybuffernd_suppressed.data = NULL; - __pyx_pybuffernd_suppressed.rcbuffer = &__pyx_pybuffer_suppressed; - __pyx_pybuffer_dets.pybuffer.buf = NULL; - __pyx_pybuffer_dets.refcount = 0; - __pyx_pybuffernd_dets.data = NULL; - __pyx_pybuffernd_dets.rcbuffer = &__pyx_pybuffer_dets; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_dets.rcbuffer->pybuffer, (PyObject*)__pyx_v_dets, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 17, __pyx_L1_error) - } - __pyx_pybuffernd_dets.diminfo[0].strides = __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_dets.diminfo[0].shape = __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_dets.diminfo[1].strides = __pyx_pybuffernd_dets.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_dets.diminfo[1].shape = __pyx_pybuffernd_dets.rcbuffer->pybuffer.shape[1]; - - /* "nms/cpu_nms.pyx":18 - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 18, __pyx_L1_error) - __pyx_t_2 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_x1.rcbuffer->pybuffer, (PyObject*)__pyx_t_2, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_x1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 18, __pyx_L1_error) - } else {__pyx_pybuffernd_x1.diminfo[0].strides = __pyx_pybuffernd_x1.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_x1.diminfo[0].shape = __pyx_pybuffernd_x1.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_2 = 0; - __pyx_v_x1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":19 - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 19, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 19, __pyx_L1_error) - __pyx_t_3 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y1.rcbuffer->pybuffer, (PyObject*)__pyx_t_3, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_y1 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 19, __pyx_L1_error) - } else {__pyx_pybuffernd_y1.diminfo[0].strides = __pyx_pybuffernd_y1.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y1.diminfo[0].shape = __pyx_pybuffernd_y1.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_3 = 0; - __pyx_v_y1 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":20 - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__4); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 20, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 20, __pyx_L1_error) - __pyx_t_4 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_x2.rcbuffer->pybuffer, (PyObject*)__pyx_t_4, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_x2 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 20, __pyx_L1_error) - } else {__pyx_pybuffernd_x2.diminfo[0].strides = __pyx_pybuffernd_x2.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_x2.diminfo[0].shape = __pyx_pybuffernd_x2.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_4 = 0; - __pyx_v_x2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":21 - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - * - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 21, __pyx_L1_error) - __pyx_t_5 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_y2.rcbuffer->pybuffer, (PyObject*)__pyx_t_5, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_y2 = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 21, __pyx_L1_error) - } else {__pyx_pybuffernd_y2.diminfo[0].strides = __pyx_pybuffernd_y2.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_y2.diminfo[0].shape = __pyx_pybuffernd_y2.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_5 = 0; - __pyx_v_y2 = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":22 - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # <<<<<<<<<<<<<< - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) - */ - __pyx_t_1 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_dets), __pyx_tuple__6); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 22, __pyx_L1_error) - __pyx_t_6 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_scores.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_scores = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_scores.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 22, __pyx_L1_error) - } else {__pyx_pybuffernd_scores.diminfo[0].strides = __pyx_pybuffernd_scores.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_scores.diminfo[0].shape = __pyx_pybuffernd_scores.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_6 = 0; - __pyx_v_scores = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":24 - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) # <<<<<<<<<<<<<< - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] - * - */ - __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_x2), ((PyObject *)__pyx_v_x1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_7 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Subtract(((PyObject *)__pyx_v_y2), ((PyObject *)__pyx_v_y1)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_8 = __Pyx_PyInt_AddObjC(__pyx_t_1, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Multiply(__pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 24, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 24, __pyx_L1_error) - __pyx_t_9 = ((PyArrayObject *)__pyx_t_1); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_areas.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_areas = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 24, __pyx_L1_error) - } else {__pyx_pybuffernd_areas.diminfo[0].strides = __pyx_pybuffernd_areas.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_areas.diminfo[0].shape = __pyx_pybuffernd_areas.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_9 = 0; - __pyx_v_areas = ((PyArrayObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":25 - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] # <<<<<<<<<<<<<< - * - * cdef int ndets = dets.shape[0] - */ - __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_scores), __pyx_n_s_argsort); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_7 = NULL; - if (CYTHON_UNPACK_METHODS && likely(PyMethod_Check(__pyx_t_8))) { - __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8); - if (likely(__pyx_t_7)) { - PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8); - __Pyx_INCREF(__pyx_t_7); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_8, function); - } - } - __pyx_t_1 = (__pyx_t_7) ? __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7) : __Pyx_PyObject_CallNoArg(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0; - if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyObject_GetItem(__pyx_t_1, __pyx_slice__7); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 25, __pyx_L1_error) - __pyx_t_10 = ((PyArrayObject *)__pyx_t_8); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_order.rcbuffer->pybuffer, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) { - __pyx_v_order = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_order.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 25, __pyx_L1_error) - } else {__pyx_pybuffernd_order.diminfo[0].strides = __pyx_pybuffernd_order.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_order.diminfo[0].shape = __pyx_pybuffernd_order.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_10 = 0; - __pyx_v_order = ((PyArrayObject *)__pyx_t_8); - __pyx_t_8 = 0; - - /* "nms/cpu_nms.pyx":27 - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] - * - * cdef int ndets = dets.shape[0] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.int_t, ndim=1] suppressed = \ - * np.zeros((ndets), dtype=np.int) - */ - __pyx_v_ndets = (__pyx_v_dets->dimensions[0]); - - /* "nms/cpu_nms.pyx":29 - * cdef int ndets = dets.shape[0] - * cdef np.ndarray[np.int_t, ndim=1] suppressed = \ - * np.zeros((ndets), dtype=np.int) # <<<<<<<<<<<<<< - * - * # nominal indices - */ - __Pyx_GetModuleGlobalName(__pyx_t_8, __pyx_n_s_np); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_zeros); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyInt_From_int(__pyx_v_ndets); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_7); - __Pyx_GIVEREF(__pyx_t_8); - PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_8); - __pyx_t_8 = 0; - __pyx_t_8 = __Pyx_PyDict_NewPresized(1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_GetModuleGlobalName(__pyx_t_11, __pyx_n_s_np); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_int); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; - if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_t_12) < 0) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; - __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 29, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - if (!(likely(((__pyx_t_12) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 29, __pyx_L1_error) - __pyx_t_13 = ((PyArrayObject *)__pyx_t_12); - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer, (PyObject*)__pyx_t_13, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) { - __pyx_v_suppressed = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf = NULL; - __PYX_ERR(0, 28, __pyx_L1_error) - } else {__pyx_pybuffernd_suppressed.diminfo[0].strides = __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_suppressed.diminfo[0].shape = __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.shape[0]; - } - } - __pyx_t_13 = 0; - __pyx_v_suppressed = ((PyArrayObject *)__pyx_t_12); - __pyx_t_12 = 0; - - /* "nms/cpu_nms.pyx":42 - * cdef np.float32_t inter, ovr - * - * keep = [] # <<<<<<<<<<<<<< - * for _i in range(ndets): - * i = order[_i] - */ - __pyx_t_12 = PyList_New(0); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 42, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __pyx_v_keep = ((PyObject*)__pyx_t_12); - __pyx_t_12 = 0; - - /* "nms/cpu_nms.pyx":43 - * - * keep = [] - * for _i in range(ndets): # <<<<<<<<<<<<<< - * i = order[_i] - * if suppressed[i] == 1: - */ - __pyx_t_14 = __pyx_v_ndets; - __pyx_t_15 = __pyx_t_14; - for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_15; __pyx_t_16+=1) { - __pyx_v__i = __pyx_t_16; - - /* "nms/cpu_nms.pyx":44 - * keep = [] - * for _i in range(ndets): - * i = order[_i] # <<<<<<<<<<<<<< - * if suppressed[i] == 1: - * continue - */ - __pyx_t_17 = __pyx_v__i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_order.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_order.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 44, __pyx_L1_error) - } - __pyx_v_i = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_order.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":45 - * for _i in range(ndets): - * i = order[_i] - * if suppressed[i] == 1: # <<<<<<<<<<<<<< - * continue - * keep.append(i) - */ - __pyx_t_17 = __pyx_v_i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_suppressed.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 45, __pyx_L1_error) - } - __pyx_t_19 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0); - if (__pyx_t_19) { - - /* "nms/cpu_nms.pyx":46 - * i = order[_i] - * if suppressed[i] == 1: - * continue # <<<<<<<<<<<<<< - * keep.append(i) - * ix1 = x1[i] - */ - goto __pyx_L3_continue; - - /* "nms/cpu_nms.pyx":45 - * for _i in range(ndets): - * i = order[_i] - * if suppressed[i] == 1: # <<<<<<<<<<<<<< - * continue - * keep.append(i) - */ - } - - /* "nms/cpu_nms.pyx":47 - * if suppressed[i] == 1: - * continue - * keep.append(i) # <<<<<<<<<<<<<< - * ix1 = x1[i] - * iy1 = y1[i] - */ - __pyx_t_12 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 47, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __pyx_t_20 = __Pyx_PyList_Append(__pyx_v_keep, __pyx_t_12); if (unlikely(__pyx_t_20 == ((int)-1))) __PYX_ERR(0, 47, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; - - /* "nms/cpu_nms.pyx":48 - * continue - * keep.append(i) - * ix1 = x1[i] # <<<<<<<<<<<<<< - * iy1 = y1[i] - * ix2 = x2[i] - */ - __pyx_t_17 = __pyx_v_i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_x1.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_x1.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 48, __pyx_L1_error) - } - __pyx_v_ix1 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_x1.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":49 - * keep.append(i) - * ix1 = x1[i] - * iy1 = y1[i] # <<<<<<<<<<<<<< - * ix2 = x2[i] - * iy2 = y2[i] - */ - __pyx_t_17 = __pyx_v_i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_y1.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_y1.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 49, __pyx_L1_error) - } - __pyx_v_iy1 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_y1.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":50 - * ix1 = x1[i] - * iy1 = y1[i] - * ix2 = x2[i] # <<<<<<<<<<<<<< - * iy2 = y2[i] - * iarea = areas[i] - */ - __pyx_t_17 = __pyx_v_i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_x2.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_x2.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 50, __pyx_L1_error) - } - __pyx_v_ix2 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_x2.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":51 - * iy1 = y1[i] - * ix2 = x2[i] - * iy2 = y2[i] # <<<<<<<<<<<<<< - * iarea = areas[i] - * for _j in range(_i + 1, ndets): - */ - __pyx_t_17 = __pyx_v_i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_y2.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_y2.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 51, __pyx_L1_error) - } - __pyx_v_iy2 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_y2.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":52 - * ix2 = x2[i] - * iy2 = y2[i] - * iarea = areas[i] # <<<<<<<<<<<<<< - * for _j in range(_i + 1, ndets): - * j = order[_j] - */ - __pyx_t_17 = __pyx_v_i; - __pyx_t_18 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_areas.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_18 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_18 = 0; - if (unlikely(__pyx_t_18 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_18); - __PYX_ERR(0, 52, __pyx_L1_error) - } - __pyx_v_iarea = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_areas.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":53 - * iy2 = y2[i] - * iarea = areas[i] - * for _j in range(_i + 1, ndets): # <<<<<<<<<<<<<< - * j = order[_j] - * if suppressed[j] == 1: - */ - __pyx_t_18 = __pyx_v_ndets; - __pyx_t_21 = __pyx_t_18; - for (__pyx_t_22 = (__pyx_v__i + 1); __pyx_t_22 < __pyx_t_21; __pyx_t_22+=1) { - __pyx_v__j = __pyx_t_22; - - /* "nms/cpu_nms.pyx":54 - * iarea = areas[i] - * for _j in range(_i + 1, ndets): - * j = order[_j] # <<<<<<<<<<<<<< - * if suppressed[j] == 1: - * continue - */ - __pyx_t_17 = __pyx_v__j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_order.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_order.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 54, __pyx_L1_error) - } - __pyx_v_j = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_order.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_order.diminfo[0].strides)); - - /* "nms/cpu_nms.pyx":55 - * for _j in range(_i + 1, ndets): - * j = order[_j] - * if suppressed[j] == 1: # <<<<<<<<<<<<<< - * continue - * xx1 = max(ix1, x1[j]) - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_suppressed.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 55, __pyx_L1_error) - } - __pyx_t_19 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_suppressed.diminfo[0].strides)) == 1) != 0); - if (__pyx_t_19) { - - /* "nms/cpu_nms.pyx":56 - * j = order[_j] - * if suppressed[j] == 1: - * continue # <<<<<<<<<<<<<< - * xx1 = max(ix1, x1[j]) - * yy1 = max(iy1, y1[j]) - */ - goto __pyx_L6_continue; - - /* "nms/cpu_nms.pyx":55 - * for _j in range(_i + 1, ndets): - * j = order[_j] - * if suppressed[j] == 1: # <<<<<<<<<<<<<< - * continue - * xx1 = max(ix1, x1[j]) - */ - } - - /* "nms/cpu_nms.pyx":57 - * if suppressed[j] == 1: - * continue - * xx1 = max(ix1, x1[j]) # <<<<<<<<<<<<<< - * yy1 = max(iy1, y1[j]) - * xx2 = min(ix2, x2[j]) - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_x1.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_x1.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 57, __pyx_L1_error) - } - __pyx_v_xx1 = __pyx_f_3nms_7cpu_nms_max(__pyx_v_ix1, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x1.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_x1.diminfo[0].strides))); - - /* "nms/cpu_nms.pyx":58 - * continue - * xx1 = max(ix1, x1[j]) - * yy1 = max(iy1, y1[j]) # <<<<<<<<<<<<<< - * xx2 = min(ix2, x2[j]) - * yy2 = min(iy2, y2[j]) - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_y1.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_y1.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 58, __pyx_L1_error) - } - __pyx_v_yy1 = __pyx_f_3nms_7cpu_nms_max(__pyx_v_iy1, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y1.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_y1.diminfo[0].strides))); - - /* "nms/cpu_nms.pyx":59 - * xx1 = max(ix1, x1[j]) - * yy1 = max(iy1, y1[j]) - * xx2 = min(ix2, x2[j]) # <<<<<<<<<<<<<< - * yy2 = min(iy2, y2[j]) - * w = max(0.0, xx2 - xx1 + 1) - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_x2.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_x2.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 59, __pyx_L1_error) - } - __pyx_v_xx2 = __pyx_f_3nms_7cpu_nms_min(__pyx_v_ix2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_x2.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_x2.diminfo[0].strides))); - - /* "nms/cpu_nms.pyx":60 - * yy1 = max(iy1, y1[j]) - * xx2 = min(ix2, x2[j]) - * yy2 = min(iy2, y2[j]) # <<<<<<<<<<<<<< - * w = max(0.0, xx2 - xx1 + 1) - * h = max(0.0, yy2 - yy1 + 1) - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_y2.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_y2.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 60, __pyx_L1_error) - } - __pyx_v_yy2 = __pyx_f_3nms_7cpu_nms_min(__pyx_v_iy2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_y2.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_y2.diminfo[0].strides))); - - /* "nms/cpu_nms.pyx":61 - * xx2 = min(ix2, x2[j]) - * yy2 = min(iy2, y2[j]) - * w = max(0.0, xx2 - xx1 + 1) # <<<<<<<<<<<<<< - * h = max(0.0, yy2 - yy1 + 1) - * inter = w * h - */ - __pyx_v_w = __pyx_f_3nms_7cpu_nms_max(0.0, ((__pyx_v_xx2 - __pyx_v_xx1) + 1.0)); - - /* "nms/cpu_nms.pyx":62 - * yy2 = min(iy2, y2[j]) - * w = max(0.0, xx2 - xx1 + 1) - * h = max(0.0, yy2 - yy1 + 1) # <<<<<<<<<<<<<< - * inter = w * h - * ovr = inter / (iarea + areas[j] - inter) - */ - __pyx_v_h = __pyx_f_3nms_7cpu_nms_max(0.0, ((__pyx_v_yy2 - __pyx_v_yy1) + 1.0)); - - /* "nms/cpu_nms.pyx":63 - * w = max(0.0, xx2 - xx1 + 1) - * h = max(0.0, yy2 - yy1 + 1) - * inter = w * h # <<<<<<<<<<<<<< - * ovr = inter / (iarea + areas[j] - inter) - * if ovr >= thresh: - */ - __pyx_v_inter = (__pyx_v_w * __pyx_v_h); - - /* "nms/cpu_nms.pyx":64 - * h = max(0.0, yy2 - yy1 + 1) - * inter = w * h - * ovr = inter / (iarea + areas[j] - inter) # <<<<<<<<<<<<<< - * if ovr >= thresh: - * suppressed[j] = 1 - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_areas.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_areas.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 64, __pyx_L1_error) - } - __pyx_t_24 = ((__pyx_v_iarea + (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_areas.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_areas.diminfo[0].strides))) - __pyx_v_inter); - if (unlikely(__pyx_t_24 == 0)) { - PyErr_SetString(PyExc_ZeroDivisionError, "float division"); - __PYX_ERR(0, 64, __pyx_L1_error) - } - __pyx_v_ovr = (__pyx_v_inter / __pyx_t_24); - - /* "nms/cpu_nms.pyx":65 - * inter = w * h - * ovr = inter / (iarea + areas[j] - inter) - * if ovr >= thresh: # <<<<<<<<<<<<<< - * suppressed[j] = 1 - * - */ - __pyx_t_12 = PyFloat_FromDouble(__pyx_v_ovr); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 65, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_12); - __pyx_t_8 = PyObject_RichCompare(__pyx_t_12, __pyx_v_thresh, Py_GE); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 65, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; - __pyx_t_19 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_19 < 0)) __PYX_ERR(0, 65, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - if (__pyx_t_19) { - - /* "nms/cpu_nms.pyx":66 - * ovr = inter / (iarea + areas[j] - inter) - * if ovr >= thresh: - * suppressed[j] = 1 # <<<<<<<<<<<<<< - * - * return keep - */ - __pyx_t_17 = __pyx_v_j; - __pyx_t_23 = -1; - if (__pyx_t_17 < 0) { - __pyx_t_17 += __pyx_pybuffernd_suppressed.diminfo[0].shape; - if (unlikely(__pyx_t_17 < 0)) __pyx_t_23 = 0; - } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_suppressed.diminfo[0].shape)) __pyx_t_23 = 0; - if (unlikely(__pyx_t_23 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_23); - __PYX_ERR(0, 66, __pyx_L1_error) - } - *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int_t *, __pyx_pybuffernd_suppressed.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_suppressed.diminfo[0].strides) = 1; - - /* "nms/cpu_nms.pyx":65 - * inter = w * h - * ovr = inter / (iarea + areas[j] - inter) - * if ovr >= thresh: # <<<<<<<<<<<<<< - * suppressed[j] = 1 - * - */ - } - __pyx_L6_continue:; - } - __pyx_L3_continue:; - } - - /* "nms/cpu_nms.pyx":68 - * suppressed[j] = 1 - * - * return keep # <<<<<<<<<<<<<< - * - * def cpu_soft_nms(np.ndarray[float, ndim=2] boxes, float sigma=0.5, float Nt=0.3, float threshold=0.001, unsigned int method=0): - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_keep); - __pyx_r = __pyx_v_keep; - goto __pyx_L0; - - /* "nms/cpu_nms.pyx":17 - * return a if a <= b else b - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_XDECREF(__pyx_t_12); - { PyObject *__pyx_type, *__pyx_value, *__pyx_tb; - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer); - __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);} - __Pyx_AddTraceback("nms.cpu_nms.cpu_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - goto __pyx_L2; - __pyx_L0:; - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_areas.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dets.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_order.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_scores.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_suppressed.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_x2.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y1.rcbuffer->pybuffer); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_y2.rcbuffer->pybuffer); - __pyx_L2:; - __Pyx_XDECREF((PyObject *)__pyx_v_x1); - __Pyx_XDECREF((PyObject *)__pyx_v_y1); - __Pyx_XDECREF((PyObject *)__pyx_v_x2); - __Pyx_XDECREF((PyObject *)__pyx_v_y2); - __Pyx_XDECREF((PyObject *)__pyx_v_scores); - __Pyx_XDECREF((PyObject *)__pyx_v_areas); - __Pyx_XDECREF((PyObject *)__pyx_v_order); - __Pyx_XDECREF((PyObject *)__pyx_v_suppressed); - __Pyx_XDECREF(__pyx_v_keep); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "nms/cpu_nms.pyx":70 - * return keep - * - * def cpu_soft_nms(np.ndarray[float, ndim=2] boxes, float sigma=0.5, float Nt=0.3, float threshold=0.001, unsigned int method=0): # <<<<<<<<<<<<<< - * cdef unsigned int N = boxes.shape[0] - * cdef float iw, ih, box_area - */ - -/* Python wrapper */ -static PyObject *__pyx_pw_3nms_7cpu_nms_3cpu_soft_nms(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ -static PyMethodDef __pyx_mdef_3nms_7cpu_nms_3cpu_soft_nms = {"cpu_soft_nms", (PyCFunction)(void*)(PyCFunctionWithKeywords)__pyx_pw_3nms_7cpu_nms_3cpu_soft_nms, METH_VARARGS|METH_KEYWORDS, 0}; -static PyObject *__pyx_pw_3nms_7cpu_nms_3cpu_soft_nms(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - PyArrayObject *__pyx_v_boxes = 0; - float __pyx_v_sigma; - float __pyx_v_Nt; - float __pyx_v_threshold; - unsigned int __pyx_v_method; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - PyObject *__pyx_r = 0; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("cpu_soft_nms (wrapper)", 0); - { - static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_boxes,&__pyx_n_s_sigma,&__pyx_n_s_Nt,&__pyx_n_s_threshold,&__pyx_n_s_method,0}; - PyObject* values[5] = {0,0,0,0,0}; - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args; - const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); - switch (pos_args) { - case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - CYTHON_FALLTHROUGH; - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - CYTHON_FALLTHROUGH; - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - kw_args = PyDict_Size(__pyx_kwds); - switch (pos_args) { - case 0: - if (likely((values[0] = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_boxes)) != 0)) kw_args--; - else goto __pyx_L5_argtuple_error; - CYTHON_FALLTHROUGH; - case 1: - if (kw_args > 0) { - PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_sigma); - if (value) { values[1] = value; kw_args--; } - } - CYTHON_FALLTHROUGH; - case 2: - if (kw_args > 0) { - PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_Nt); - if (value) { values[2] = value; kw_args--; } - } - CYTHON_FALLTHROUGH; - case 3: - if (kw_args > 0) { - PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_threshold); - if (value) { values[3] = value; kw_args--; } - } - CYTHON_FALLTHROUGH; - case 4: - if (kw_args > 0) { - PyObject* value = __Pyx_PyDict_GetItemStr(__pyx_kwds, __pyx_n_s_method); - if (value) { values[4] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "cpu_soft_nms") < 0)) __PYX_ERR(0, 70, __pyx_L3_error) - } - } else { - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); - CYTHON_FALLTHROUGH; - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - CYTHON_FALLTHROUGH; - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - CYTHON_FALLTHROUGH; - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - CYTHON_FALLTHROUGH; - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } - } - __pyx_v_boxes = ((PyArrayObject *)values[0]); - if (values[1]) { - __pyx_v_sigma = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_sigma == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 70, __pyx_L3_error) - } else { - __pyx_v_sigma = ((float)0.5); - } - if (values[2]) { - __pyx_v_Nt = __pyx_PyFloat_AsFloat(values[2]); if (unlikely((__pyx_v_Nt == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 70, __pyx_L3_error) - } else { - __pyx_v_Nt = ((float)0.3); - } - if (values[3]) { - __pyx_v_threshold = __pyx_PyFloat_AsFloat(values[3]); if (unlikely((__pyx_v_threshold == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 70, __pyx_L3_error) - } else { - __pyx_v_threshold = ((float)0.001); - } - if (values[4]) { - __pyx_v_method = __Pyx_PyInt_As_unsigned_int(values[4]); if (unlikely((__pyx_v_method == (unsigned int)-1) && PyErr_Occurred())) __PYX_ERR(0, 70, __pyx_L3_error) - } else { - __pyx_v_method = ((unsigned int)0); - } - } - goto __pyx_L4_argument_unpacking_done; - __pyx_L5_argtuple_error:; - __Pyx_RaiseArgtupleInvalid("cpu_soft_nms", 0, 1, 5, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 70, __pyx_L3_error) - __pyx_L3_error:; - __Pyx_AddTraceback("nms.cpu_nms.cpu_soft_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __Pyx_RefNannyFinishContext(); - return NULL; - __pyx_L4_argument_unpacking_done:; - if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_boxes), __pyx_ptype_5numpy_ndarray, 1, "boxes", 0))) __PYX_ERR(0, 70, __pyx_L1_error) - __pyx_r = __pyx_pf_3nms_7cpu_nms_2cpu_soft_nms(__pyx_self, __pyx_v_boxes, __pyx_v_sigma, __pyx_v_Nt, __pyx_v_threshold, __pyx_v_method); - - /* function exit code */ - goto __pyx_L0; - __pyx_L1_error:; - __pyx_r = NULL; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -static PyObject *__pyx_pf_3nms_7cpu_nms_2cpu_soft_nms(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_boxes, float __pyx_v_sigma, float __pyx_v_Nt, float __pyx_v_threshold, unsigned int __pyx_v_method) { - unsigned int __pyx_v_N; - float __pyx_v_iw; - float __pyx_v_ih; - float __pyx_v_ua; - int __pyx_v_pos; - float __pyx_v_maxscore; - int __pyx_v_maxpos; - float __pyx_v_x1; - float __pyx_v_x2; - float __pyx_v_y1; - float __pyx_v_y2; - float __pyx_v_tx1; - float __pyx_v_tx2; - float __pyx_v_ty1; - float __pyx_v_ty2; - float __pyx_v_ts; - float __pyx_v_area; - float __pyx_v_weight; - float __pyx_v_ov; - PyObject *__pyx_v_i = NULL; - CYTHON_UNUSED PyObject *__pyx_v_s = NULL; - PyObject *__pyx_v_keep = NULL; - __Pyx_LocalBuf_ND __pyx_pybuffernd_boxes; - __Pyx_Buffer __pyx_pybuffer_boxes; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - Py_ssize_t __pyx_t_3; - PyObject *(*__pyx_t_4)(PyObject *); - PyObject *__pyx_t_5 = NULL; - float __pyx_t_6; - int __pyx_t_7; - int __pyx_t_8; - Py_ssize_t __pyx_t_9; - Py_ssize_t __pyx_t_10; - PyObject *__pyx_t_11 = NULL; - PyObject *__pyx_t_12 = NULL; - Py_ssize_t __pyx_t_13; - Py_ssize_t __pyx_t_14; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("cpu_soft_nms", 0); - __pyx_pybuffer_boxes.pybuffer.buf = NULL; - __pyx_pybuffer_boxes.refcount = 0; - __pyx_pybuffernd_boxes.data = NULL; - __pyx_pybuffernd_boxes.rcbuffer = &__pyx_pybuffer_boxes; - { - __Pyx_BufFmt_StackElem __pyx_stack[1]; - if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_boxes.rcbuffer->pybuffer, (PyObject*)__pyx_v_boxes, &__Pyx_TypeInfo_float, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) __PYX_ERR(0, 70, __pyx_L1_error) - } - __pyx_pybuffernd_boxes.diminfo[0].strides = __pyx_pybuffernd_boxes.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_boxes.diminfo[0].shape = __pyx_pybuffernd_boxes.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_boxes.diminfo[1].strides = __pyx_pybuffernd_boxes.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_boxes.diminfo[1].shape = __pyx_pybuffernd_boxes.rcbuffer->pybuffer.shape[1]; - - /* "nms/cpu_nms.pyx":71 - * - * def cpu_soft_nms(np.ndarray[float, ndim=2] boxes, float sigma=0.5, float Nt=0.3, float threshold=0.001, unsigned int method=0): - * cdef unsigned int N = boxes.shape[0] # <<<<<<<<<<<<<< - * cdef float iw, ih, box_area - * cdef float ua - */ - __pyx_v_N = (__pyx_v_boxes->dimensions[0]); - - /* "nms/cpu_nms.pyx":74 - * cdef float iw, ih, box_area - * cdef float ua - * cdef int pos = 0 # <<<<<<<<<<<<<< - * cdef float maxscore = 0 - * cdef int maxpos = 0 - */ - __pyx_v_pos = 0; - - /* "nms/cpu_nms.pyx":75 - * cdef float ua - * cdef int pos = 0 - * cdef float maxscore = 0 # <<<<<<<<<<<<<< - * cdef int maxpos = 0 - * cdef float x1,x2,y1,y2,tx1,tx2,ty1,ty2,ts,area,weight,ov - */ - __pyx_v_maxscore = 0.0; - - /* "nms/cpu_nms.pyx":76 - * cdef int pos = 0 - * cdef float maxscore = 0 - * cdef int maxpos = 0 # <<<<<<<<<<<<<< - * cdef float x1,x2,y1,y2,tx1,tx2,ty1,ty2,ts,area,weight,ov - * - */ - __pyx_v_maxpos = 0; - - /* "nms/cpu_nms.pyx":79 - * cdef float x1,x2,y1,y2,tx1,tx2,ty1,ty2,ts,area,weight,ov - * - * for i in range(N): # <<<<<<<<<<<<<< - * maxscore = boxes[i, 4] - * maxpos = i - */ - __pyx_t_1 = __Pyx_PyInt_From_unsigned_int(__pyx_v_N); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - if (likely(PyList_CheckExact(__pyx_t_2)) || PyTuple_CheckExact(__pyx_t_2)) { - __pyx_t_1 = __pyx_t_2; __Pyx_INCREF(__pyx_t_1); __pyx_t_3 = 0; - __pyx_t_4 = NULL; - } else { - __pyx_t_3 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 79, __pyx_L1_error) - } - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - for (;;) { - if (likely(!__pyx_t_4)) { - if (likely(PyList_CheckExact(__pyx_t_1))) { - if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_1)) break; - #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 79, __pyx_L1_error) - #else - __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - #endif - } else { - if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_1)) break; - #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_2 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_3); __Pyx_INCREF(__pyx_t_2); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 79, __pyx_L1_error) - #else - __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 79, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - #endif - } - } else { - __pyx_t_2 = __pyx_t_4(__pyx_t_1); - if (unlikely(!__pyx_t_2)) { - PyObject* exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else __PYX_ERR(0, 79, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_2); - } - __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_2); - __pyx_t_2 = 0; - - /* "nms/cpu_nms.pyx":80 - * - * for i in range(N): - * maxscore = boxes[i, 4] # <<<<<<<<<<<<<< - * maxpos = i - * - */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_4); - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 80, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_maxscore = __pyx_t_6; - - /* "nms/cpu_nms.pyx":81 - * for i in range(N): - * maxscore = boxes[i, 4] - * maxpos = i # <<<<<<<<<<<<<< - * - * tx1 = boxes[i,0] - */ - __pyx_t_7 = __Pyx_PyInt_As_int(__pyx_v_i); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 81, __pyx_L1_error) - __pyx_v_maxpos = __pyx_t_7; - - /* "nms/cpu_nms.pyx":83 - * maxpos = i - * - * tx1 = boxes[i,0] # <<<<<<<<<<<<<< - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - */ - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_0); - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_2); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 83, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_v_tx1 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":84 - * - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] # <<<<<<<<<<<<<< - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_1); - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 84, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_ty1 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":85 - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] # <<<<<<<<<<<<<< - * ty2 = boxes[i,3] - * ts = boxes[i,4] - */ - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 85, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 85, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_2); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 85, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_v_tx2 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":86 - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] # <<<<<<<<<<<<<< - * ts = boxes[i,4] - * - */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 86, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_3); - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 86, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 86, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_ty2 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":87 - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - * ts = boxes[i,4] # <<<<<<<<<<<<<< - * - * pos = i + 1 - */ - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_2); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 87, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_v_ts = __pyx_t_6; - - /* "nms/cpu_nms.pyx":89 - * ts = boxes[i,4] - * - * pos = i + 1 # <<<<<<<<<<<<<< - * # get max box - * while pos < N: - */ - __pyx_t_2 = __Pyx_PyInt_AddObjC(__pyx_v_i, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 89, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_7 = __Pyx_PyInt_As_int(__pyx_t_2); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 89, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_v_pos = __pyx_t_7; - - /* "nms/cpu_nms.pyx":91 - * pos = i + 1 - * # get max box - * while pos < N: # <<<<<<<<<<<<<< - * if maxscore < boxes[pos, 4]: - * maxscore = boxes[pos, 4] - */ - while (1) { - __pyx_t_8 = ((__pyx_v_pos < __pyx_v_N) != 0); - if (!__pyx_t_8) break; - - /* "nms/cpu_nms.pyx":92 - * # get max box - * while pos < N: - * if maxscore < boxes[pos, 4]: # <<<<<<<<<<<<<< - * maxscore = boxes[pos, 4] - * maxpos = pos - */ - __pyx_t_9 = __pyx_v_pos; - __pyx_t_10 = 4; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 92, __pyx_L1_error) - } - __pyx_t_8 = ((__pyx_v_maxscore < (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides))) != 0); - if (__pyx_t_8) { - - /* "nms/cpu_nms.pyx":93 - * while pos < N: - * if maxscore < boxes[pos, 4]: - * maxscore = boxes[pos, 4] # <<<<<<<<<<<<<< - * maxpos = pos - * pos = pos + 1 - */ - __pyx_t_10 = __pyx_v_pos; - __pyx_t_9 = 4; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 93, __pyx_L1_error) - } - __pyx_v_maxscore = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":94 - * if maxscore < boxes[pos, 4]: - * maxscore = boxes[pos, 4] - * maxpos = pos # <<<<<<<<<<<<<< - * pos = pos + 1 - * - */ - __pyx_v_maxpos = __pyx_v_pos; - - /* "nms/cpu_nms.pyx":92 - * # get max box - * while pos < N: - * if maxscore < boxes[pos, 4]: # <<<<<<<<<<<<<< - * maxscore = boxes[pos, 4] - * maxpos = pos - */ - } - - /* "nms/cpu_nms.pyx":95 - * maxscore = boxes[pos, 4] - * maxpos = pos - * pos = pos + 1 # <<<<<<<<<<<<<< - * - * # add max box as a detection - */ - __pyx_v_pos = (__pyx_v_pos + 1); - } - - /* "nms/cpu_nms.pyx":98 - * - * # add max box as a detection - * boxes[i,0] = boxes[maxpos,0] # <<<<<<<<<<<<<< - * boxes[i,1] = boxes[maxpos,1] - * boxes[i,2] = boxes[maxpos,2] - */ - __pyx_t_9 = __pyx_v_maxpos; - __pyx_t_10 = 0; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 98, __pyx_L1_error) - } - __pyx_t_2 = PyFloat_FromDouble((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_0); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5, __pyx_t_2) < 0)) __PYX_ERR(0, 98, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "nms/cpu_nms.pyx":99 - * # add max box as a detection - * boxes[i,0] = boxes[maxpos,0] - * boxes[i,1] = boxes[maxpos,1] # <<<<<<<<<<<<<< - * boxes[i,2] = boxes[maxpos,2] - * boxes[i,3] = boxes[maxpos,3] - */ - __pyx_t_10 = __pyx_v_maxpos; - __pyx_t_9 = 1; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 99, __pyx_L1_error) - } - __pyx_t_2 = PyFloat_FromDouble((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 99, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 99, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_1); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5, __pyx_t_2) < 0)) __PYX_ERR(0, 99, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "nms/cpu_nms.pyx":100 - * boxes[i,0] = boxes[maxpos,0] - * boxes[i,1] = boxes[maxpos,1] - * boxes[i,2] = boxes[maxpos,2] # <<<<<<<<<<<<<< - * boxes[i,3] = boxes[maxpos,3] - * boxes[i,4] = boxes[maxpos,4] - */ - __pyx_t_9 = __pyx_v_maxpos; - __pyx_t_10 = 2; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 100, __pyx_L1_error) - } - __pyx_t_2 = PyFloat_FromDouble((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 100, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 100, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_2); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5, __pyx_t_2) < 0)) __PYX_ERR(0, 100, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "nms/cpu_nms.pyx":101 - * boxes[i,1] = boxes[maxpos,1] - * boxes[i,2] = boxes[maxpos,2] - * boxes[i,3] = boxes[maxpos,3] # <<<<<<<<<<<<<< - * boxes[i,4] = boxes[maxpos,4] - * - */ - __pyx_t_10 = __pyx_v_maxpos; - __pyx_t_9 = 3; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 101, __pyx_L1_error) - } - __pyx_t_2 = PyFloat_FromDouble((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 101, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 101, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_3); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5, __pyx_t_2) < 0)) __PYX_ERR(0, 101, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "nms/cpu_nms.pyx":102 - * boxes[i,2] = boxes[maxpos,2] - * boxes[i,3] = boxes[maxpos,3] - * boxes[i,4] = boxes[maxpos,4] # <<<<<<<<<<<<<< - * - * # swap ith box with position of max box - */ - __pyx_t_9 = __pyx_v_maxpos; - __pyx_t_10 = 4; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 102, __pyx_L1_error) - } - __pyx_t_2 = PyFloat_FromDouble((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides))); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_4); - if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5, __pyx_t_2) < 0)) __PYX_ERR(0, 102, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "nms/cpu_nms.pyx":105 - * - * # swap ith box with position of max box - * boxes[maxpos,0] = tx1 # <<<<<<<<<<<<<< - * boxes[maxpos,1] = ty1 - * boxes[maxpos,2] = tx2 - */ - __pyx_t_10 = __pyx_v_maxpos; - __pyx_t_9 = 0; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 105, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides) = __pyx_v_tx1; - - /* "nms/cpu_nms.pyx":106 - * # swap ith box with position of max box - * boxes[maxpos,0] = tx1 - * boxes[maxpos,1] = ty1 # <<<<<<<<<<<<<< - * boxes[maxpos,2] = tx2 - * boxes[maxpos,3] = ty2 - */ - __pyx_t_9 = __pyx_v_maxpos; - __pyx_t_10 = 1; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 106, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides) = __pyx_v_ty1; - - /* "nms/cpu_nms.pyx":107 - * boxes[maxpos,0] = tx1 - * boxes[maxpos,1] = ty1 - * boxes[maxpos,2] = tx2 # <<<<<<<<<<<<<< - * boxes[maxpos,3] = ty2 - * boxes[maxpos,4] = ts - */ - __pyx_t_10 = __pyx_v_maxpos; - __pyx_t_9 = 2; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 107, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides) = __pyx_v_tx2; - - /* "nms/cpu_nms.pyx":108 - * boxes[maxpos,1] = ty1 - * boxes[maxpos,2] = tx2 - * boxes[maxpos,3] = ty2 # <<<<<<<<<<<<<< - * boxes[maxpos,4] = ts - * - */ - __pyx_t_9 = __pyx_v_maxpos; - __pyx_t_10 = 3; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 108, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides) = __pyx_v_ty2; - - /* "nms/cpu_nms.pyx":109 - * boxes[maxpos,2] = tx2 - * boxes[maxpos,3] = ty2 - * boxes[maxpos,4] = ts # <<<<<<<<<<<<<< - * - * tx1 = boxes[i,0] - */ - __pyx_t_10 = __pyx_v_maxpos; - __pyx_t_9 = 4; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 109, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides) = __pyx_v_ts; - - /* "nms/cpu_nms.pyx":111 - * boxes[maxpos,4] = ts - * - * tx1 = boxes[i,0] # <<<<<<<<<<<<<< - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_0); - __Pyx_GIVEREF(__pyx_int_0); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_0); - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 111, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_tx1 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":112 - * - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] # <<<<<<<<<<<<<< - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - */ - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 112, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_1); - __Pyx_GIVEREF(__pyx_int_1); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_1); - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 112, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_2); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 112, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_v_ty1 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":113 - * tx1 = boxes[i,0] - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] # <<<<<<<<<<<<<< - * ty2 = boxes[i,3] - * ts = boxes[i,4] - */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_2); - __Pyx_GIVEREF(__pyx_int_2); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_2); - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 113, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_tx2 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":114 - * ty1 = boxes[i,1] - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] # <<<<<<<<<<<<<< - * ts = boxes[i,4] - * - */ - __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 114, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_3); - __Pyx_GIVEREF(__pyx_int_3); - PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_int_3); - __pyx_t_2 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 114, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_2); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 114, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_v_ty2 = __pyx_t_6; - - /* "nms/cpu_nms.pyx":115 - * tx2 = boxes[i,2] - * ty2 = boxes[i,3] - * ts = boxes[i,4] # <<<<<<<<<<<<<< - * - * pos = i + 1 - */ - __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __Pyx_INCREF(__pyx_v_i); - __Pyx_GIVEREF(__pyx_v_i); - PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_i); - __Pyx_INCREF(__pyx_int_4); - __Pyx_GIVEREF(__pyx_int_4); - PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_int_4); - __pyx_t_5 = __Pyx_PyObject_GetItem(((PyObject *)__pyx_v_boxes), __pyx_t_2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 115, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_ts = __pyx_t_6; - - /* "nms/cpu_nms.pyx":117 - * ts = boxes[i,4] - * - * pos = i + 1 # <<<<<<<<<<<<<< - * # NMS iterations, note that N changes if detection boxes fall below threshold - * while pos < N: - */ - __pyx_t_5 = __Pyx_PyInt_AddObjC(__pyx_v_i, __pyx_int_1, 1, 0, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 117, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_7 = __Pyx_PyInt_As_int(__pyx_t_5); if (unlikely((__pyx_t_7 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 117, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_pos = __pyx_t_7; - - /* "nms/cpu_nms.pyx":119 - * pos = i + 1 - * # NMS iterations, note that N changes if detection boxes fall below threshold - * while pos < N: # <<<<<<<<<<<<<< - * x1 = boxes[pos, 0] - * y1 = boxes[pos, 1] - */ - while (1) { - __pyx_t_8 = ((__pyx_v_pos < __pyx_v_N) != 0); - if (!__pyx_t_8) break; - - /* "nms/cpu_nms.pyx":120 - * # NMS iterations, note that N changes if detection boxes fall below threshold - * while pos < N: - * x1 = boxes[pos, 0] # <<<<<<<<<<<<<< - * y1 = boxes[pos, 1] - * x2 = boxes[pos, 2] - */ - __pyx_t_9 = __pyx_v_pos; - __pyx_t_10 = 0; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 120, __pyx_L1_error) - } - __pyx_v_x1 = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":121 - * while pos < N: - * x1 = boxes[pos, 0] - * y1 = boxes[pos, 1] # <<<<<<<<<<<<<< - * x2 = boxes[pos, 2] - * y2 = boxes[pos, 3] - */ - __pyx_t_10 = __pyx_v_pos; - __pyx_t_9 = 1; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 121, __pyx_L1_error) - } - __pyx_v_y1 = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":122 - * x1 = boxes[pos, 0] - * y1 = boxes[pos, 1] - * x2 = boxes[pos, 2] # <<<<<<<<<<<<<< - * y2 = boxes[pos, 3] - * s = boxes[pos, 4] - */ - __pyx_t_9 = __pyx_v_pos; - __pyx_t_10 = 2; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 122, __pyx_L1_error) - } - __pyx_v_x2 = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":123 - * y1 = boxes[pos, 1] - * x2 = boxes[pos, 2] - * y2 = boxes[pos, 3] # <<<<<<<<<<<<<< - * s = boxes[pos, 4] - * - */ - __pyx_t_10 = __pyx_v_pos; - __pyx_t_9 = 3; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 123, __pyx_L1_error) - } - __pyx_v_y2 = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":124 - * x2 = boxes[pos, 2] - * y2 = boxes[pos, 3] - * s = boxes[pos, 4] # <<<<<<<<<<<<<< - * - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - */ - __pyx_t_9 = __pyx_v_pos; - __pyx_t_10 = 4; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 124, __pyx_L1_error) - } - __pyx_t_5 = PyFloat_FromDouble((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides))); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 124, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_XDECREF_SET(__pyx_v_s, __pyx_t_5); - __pyx_t_5 = 0; - - /* "nms/cpu_nms.pyx":126 - * s = boxes[pos, 4] - * - * area = (x2 - x1 + 1) * (y2 - y1 + 1) # <<<<<<<<<<<<<< - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: - */ - __pyx_v_area = (((__pyx_v_x2 - __pyx_v_x1) + 1.0) * ((__pyx_v_y2 - __pyx_v_y1) + 1.0)); - - /* "nms/cpu_nms.pyx":127 - * - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - * iw = (min(tx2, x2) - max(tx1, x1) + 1) # <<<<<<<<<<<<<< - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - */ - __pyx_v_iw = ((__pyx_f_3nms_7cpu_nms_min(__pyx_v_tx2, __pyx_v_x2) - __pyx_f_3nms_7cpu_nms_max(__pyx_v_tx1, __pyx_v_x1)) + 1.0); - - /* "nms/cpu_nms.pyx":128 - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: # <<<<<<<<<<<<<< - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: - */ - __pyx_t_8 = ((__pyx_v_iw > 0.0) != 0); - if (__pyx_t_8) { - - /* "nms/cpu_nms.pyx":129 - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) # <<<<<<<<<<<<<< - * if ih > 0: - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw * ih) - */ - __pyx_v_ih = ((__pyx_f_3nms_7cpu_nms_min(__pyx_v_ty2, __pyx_v_y2) - __pyx_f_3nms_7cpu_nms_max(__pyx_v_ty1, __pyx_v_y1)) + 1.0); - - /* "nms/cpu_nms.pyx":130 - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: # <<<<<<<<<<<<<< - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw * ih) - * ov = iw * ih / ua #iou between max box and detection box - */ - __pyx_t_8 = ((__pyx_v_ih > 0.0) != 0); - if (__pyx_t_8) { - - /* "nms/cpu_nms.pyx":131 - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw * ih) # <<<<<<<<<<<<<< - * ov = iw * ih / ua #iou between max box and detection box - * - */ - __pyx_v_ua = ((double)(((((__pyx_v_tx2 - __pyx_v_tx1) + 1.0) * ((__pyx_v_ty2 - __pyx_v_ty1) + 1.0)) + __pyx_v_area) - (__pyx_v_iw * __pyx_v_ih))); - - /* "nms/cpu_nms.pyx":132 - * if ih > 0: - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw * ih) - * ov = iw * ih / ua #iou between max box and detection box # <<<<<<<<<<<<<< - * - * if method == 1: # linear - */ - __pyx_t_6 = (__pyx_v_iw * __pyx_v_ih); - if (unlikely(__pyx_v_ua == 0)) { - PyErr_SetString(PyExc_ZeroDivisionError, "float division"); - __PYX_ERR(0, 132, __pyx_L1_error) - } - __pyx_v_ov = (__pyx_t_6 / __pyx_v_ua); - - /* "nms/cpu_nms.pyx":134 - * ov = iw * ih / ua #iou between max box and detection box - * - * if method == 1: # linear # <<<<<<<<<<<<<< - * if ov > Nt: - * weight = 1 - ov - */ - switch (__pyx_v_method) { - case 1: - - /* "nms/cpu_nms.pyx":135 - * - * if method == 1: # linear - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 1 - ov - * else: - */ - __pyx_t_8 = ((__pyx_v_ov > __pyx_v_Nt) != 0); - if (__pyx_t_8) { - - /* "nms/cpu_nms.pyx":136 - * if method == 1: # linear - * if ov > Nt: - * weight = 1 - ov # <<<<<<<<<<<<<< - * else: - * weight = 1 - */ - __pyx_v_weight = (1.0 - __pyx_v_ov); - - /* "nms/cpu_nms.pyx":135 - * - * if method == 1: # linear - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 1 - ov - * else: - */ - goto __pyx_L12; - } - - /* "nms/cpu_nms.pyx":138 - * weight = 1 - ov - * else: - * weight = 1 # <<<<<<<<<<<<<< - * elif method == 2: # gaussian - * weight = np.exp(-(ov * ov)/sigma) - */ - /*else*/ { - __pyx_v_weight = 1.0; - } - __pyx_L12:; - - /* "nms/cpu_nms.pyx":134 - * ov = iw * ih / ua #iou between max box and detection box - * - * if method == 1: # linear # <<<<<<<<<<<<<< - * if ov > Nt: - * weight = 1 - ov - */ - break; - case 2: - - /* "nms/cpu_nms.pyx":140 - * weight = 1 - * elif method == 2: # gaussian - * weight = np.exp(-(ov * ov)/sigma) # <<<<<<<<<<<<<< - * else: # original NMS - * if ov > Nt: - */ - __Pyx_GetModuleGlobalName(__pyx_t_2, __pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_exp); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_6 = (-(__pyx_v_ov * __pyx_v_ov)); - if (unlikely(__pyx_v_sigma == 0)) { - PyErr_SetString(PyExc_ZeroDivisionError, "float division"); - __PYX_ERR(0, 140, __pyx_L1_error) - } - __pyx_t_2 = PyFloat_FromDouble((__pyx_t_6 / __pyx_v_sigma)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_12 = NULL; - if (CYTHON_UNPACK_METHODS && unlikely(PyMethod_Check(__pyx_t_11))) { - __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_11); - if (likely(__pyx_t_12)) { - PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_11); - __Pyx_INCREF(__pyx_t_12); - __Pyx_INCREF(function); - __Pyx_DECREF_SET(__pyx_t_11, function); - } - } - __pyx_t_5 = (__pyx_t_12) ? __Pyx_PyObject_Call2Args(__pyx_t_11, __pyx_t_12, __pyx_t_2) : __Pyx_PyObject_CallOneArg(__pyx_t_11, __pyx_t_2); - __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0; - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; - __pyx_t_6 = __pyx_PyFloat_AsFloat(__pyx_t_5); if (unlikely((__pyx_t_6 == (float)-1) && PyErr_Occurred())) __PYX_ERR(0, 140, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_weight = __pyx_t_6; - - /* "nms/cpu_nms.pyx":139 - * else: - * weight = 1 - * elif method == 2: # gaussian # <<<<<<<<<<<<<< - * weight = np.exp(-(ov * ov)/sigma) - * else: # original NMS - */ - break; - default: - - /* "nms/cpu_nms.pyx":142 - * weight = np.exp(-(ov * ov)/sigma) - * else: # original NMS - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 0 - * else: - */ - __pyx_t_8 = ((__pyx_v_ov > __pyx_v_Nt) != 0); - if (__pyx_t_8) { - - /* "nms/cpu_nms.pyx":143 - * else: # original NMS - * if ov > Nt: - * weight = 0 # <<<<<<<<<<<<<< - * else: - * weight = 1 - */ - __pyx_v_weight = 0.0; - - /* "nms/cpu_nms.pyx":142 - * weight = np.exp(-(ov * ov)/sigma) - * else: # original NMS - * if ov > Nt: # <<<<<<<<<<<<<< - * weight = 0 - * else: - */ - goto __pyx_L13; - } - - /* "nms/cpu_nms.pyx":145 - * weight = 0 - * else: - * weight = 1 # <<<<<<<<<<<<<< - * - * boxes[pos, 4] = weight*boxes[pos, 4] - */ - /*else*/ { - __pyx_v_weight = 1.0; - } - __pyx_L13:; - break; - } - - /* "nms/cpu_nms.pyx":147 - * weight = 1 - * - * boxes[pos, 4] = weight*boxes[pos, 4] # <<<<<<<<<<<<<< - * - * # if box score falls below threshold, discard the box by swapping with last box - */ - __pyx_t_10 = __pyx_v_pos; - __pyx_t_9 = 4; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 147, __pyx_L1_error) - } - __pyx_t_13 = __pyx_v_pos; - __pyx_t_14 = 4; - __pyx_t_7 = -1; - if (__pyx_t_13 < 0) { - __pyx_t_13 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_14 < 0) { - __pyx_t_14 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 147, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_14, __pyx_pybuffernd_boxes.diminfo[1].strides) = (__pyx_v_weight * (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides))); - - /* "nms/cpu_nms.pyx":151 - * # if box score falls below threshold, discard the box by swapping with last box - * # update N - * if boxes[pos, 4] < threshold: # <<<<<<<<<<<<<< - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] - */ - __pyx_t_9 = __pyx_v_pos; - __pyx_t_10 = 4; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 151, __pyx_L1_error) - } - __pyx_t_8 = (((*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides)) < __pyx_v_threshold) != 0); - if (__pyx_t_8) { - - /* "nms/cpu_nms.pyx":152 - * # update N - * if boxes[pos, 4] < threshold: - * boxes[pos,0] = boxes[N-1, 0] # <<<<<<<<<<<<<< - * boxes[pos,1] = boxes[N-1, 1] - * boxes[pos,2] = boxes[N-1, 2] - */ - __pyx_t_10 = (__pyx_v_N - 1); - __pyx_t_9 = 0; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 152, __pyx_L1_error) - } - __pyx_t_14 = __pyx_v_pos; - __pyx_t_13 = 0; - __pyx_t_7 = -1; - if (__pyx_t_14 < 0) { - __pyx_t_14 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_13 < 0) { - __pyx_t_13 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 152, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_13, __pyx_pybuffernd_boxes.diminfo[1].strides) = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":153 - * if boxes[pos, 4] < threshold: - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] # <<<<<<<<<<<<<< - * boxes[pos,2] = boxes[N-1, 2] - * boxes[pos,3] = boxes[N-1, 3] - */ - __pyx_t_9 = (__pyx_v_N - 1); - __pyx_t_10 = 1; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 153, __pyx_L1_error) - } - __pyx_t_13 = __pyx_v_pos; - __pyx_t_14 = 1; - __pyx_t_7 = -1; - if (__pyx_t_13 < 0) { - __pyx_t_13 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_14 < 0) { - __pyx_t_14 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 153, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_14, __pyx_pybuffernd_boxes.diminfo[1].strides) = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":154 - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] - * boxes[pos,2] = boxes[N-1, 2] # <<<<<<<<<<<<<< - * boxes[pos,3] = boxes[N-1, 3] - * boxes[pos,4] = boxes[N-1, 4] - */ - __pyx_t_10 = (__pyx_v_N - 1); - __pyx_t_9 = 2; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 154, __pyx_L1_error) - } - __pyx_t_14 = __pyx_v_pos; - __pyx_t_13 = 2; - __pyx_t_7 = -1; - if (__pyx_t_14 < 0) { - __pyx_t_14 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_13 < 0) { - __pyx_t_13 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 154, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_13, __pyx_pybuffernd_boxes.diminfo[1].strides) = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":155 - * boxes[pos,1] = boxes[N-1, 1] - * boxes[pos,2] = boxes[N-1, 2] - * boxes[pos,3] = boxes[N-1, 3] # <<<<<<<<<<<<<< - * boxes[pos,4] = boxes[N-1, 4] - * N = N - 1 - */ - __pyx_t_9 = (__pyx_v_N - 1); - __pyx_t_10 = 3; - __pyx_t_7 = -1; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 155, __pyx_L1_error) - } - __pyx_t_13 = __pyx_v_pos; - __pyx_t_14 = 3; - __pyx_t_7 = -1; - if (__pyx_t_13 < 0) { - __pyx_t_13 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_14 < 0) { - __pyx_t_14 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 155, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_14, __pyx_pybuffernd_boxes.diminfo[1].strides) = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":156 - * boxes[pos,2] = boxes[N-1, 2] - * boxes[pos,3] = boxes[N-1, 3] - * boxes[pos,4] = boxes[N-1, 4] # <<<<<<<<<<<<<< - * N = N - 1 - * pos = pos - 1 - */ - __pyx_t_10 = (__pyx_v_N - 1); - __pyx_t_9 = 4; - __pyx_t_7 = -1; - if (__pyx_t_10 < 0) { - __pyx_t_10 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_10 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_9 < 0) { - __pyx_t_9 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_9 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 156, __pyx_L1_error) - } - __pyx_t_14 = __pyx_v_pos; - __pyx_t_13 = 4; - __pyx_t_7 = -1; - if (__pyx_t_14 < 0) { - __pyx_t_14 += __pyx_pybuffernd_boxes.diminfo[0].shape; - if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 0; - } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_boxes.diminfo[0].shape)) __pyx_t_7 = 0; - if (__pyx_t_13 < 0) { - __pyx_t_13 += __pyx_pybuffernd_boxes.diminfo[1].shape; - if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 1; - } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_boxes.diminfo[1].shape)) __pyx_t_7 = 1; - if (unlikely(__pyx_t_7 != -1)) { - __Pyx_RaiseBufferIndexError(__pyx_t_7); - __PYX_ERR(0, 156, __pyx_L1_error) - } - *__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_13, __pyx_pybuffernd_boxes.diminfo[1].strides) = (*__Pyx_BufPtrStrided2d(float *, __pyx_pybuffernd_boxes.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_boxes.diminfo[0].strides, __pyx_t_9, __pyx_pybuffernd_boxes.diminfo[1].strides)); - - /* "nms/cpu_nms.pyx":157 - * boxes[pos,3] = boxes[N-1, 3] - * boxes[pos,4] = boxes[N-1, 4] - * N = N - 1 # <<<<<<<<<<<<<< - * pos = pos - 1 - * - */ - __pyx_v_N = (__pyx_v_N - 1); - - /* "nms/cpu_nms.pyx":158 - * boxes[pos,4] = boxes[N-1, 4] - * N = N - 1 - * pos = pos - 1 # <<<<<<<<<<<<<< - * - * pos = pos + 1 - */ - __pyx_v_pos = (__pyx_v_pos - 1); - - /* "nms/cpu_nms.pyx":151 - * # if box score falls below threshold, discard the box by swapping with last box - * # update N - * if boxes[pos, 4] < threshold: # <<<<<<<<<<<<<< - * boxes[pos,0] = boxes[N-1, 0] - * boxes[pos,1] = boxes[N-1, 1] - */ - } - - /* "nms/cpu_nms.pyx":130 - * if iw > 0: - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: # <<<<<<<<<<<<<< - * ua = float((tx2 - tx1 + 1) * (ty2 - ty1 + 1) + area - iw * ih) - * ov = iw * ih / ua #iou between max box and detection box - */ - } - - /* "nms/cpu_nms.pyx":128 - * area = (x2 - x1 + 1) * (y2 - y1 + 1) - * iw = (min(tx2, x2) - max(tx1, x1) + 1) - * if iw > 0: # <<<<<<<<<<<<<< - * ih = (min(ty2, y2) - max(ty1, y1) + 1) - * if ih > 0: - */ - } - - /* "nms/cpu_nms.pyx":160 - * pos = pos - 1 - * - * pos = pos + 1 # <<<<<<<<<<<<<< - * - * keep = [i for i in range(N)] - */ - __pyx_v_pos = (__pyx_v_pos + 1); - } - - /* "nms/cpu_nms.pyx":79 - * cdef float x1,x2,y1,y2,tx1,tx2,ty1,ty2,ts,area,weight,ov - * - * for i in range(N): # <<<<<<<<<<<<<< - * maxscore = boxes[i, 4] - * maxpos = i - */ - } - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":162 - * pos = pos + 1 - * - * keep = [i for i in range(N)] # <<<<<<<<<<<<<< - * return keep - */ - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_5 = __Pyx_PyInt_From_unsigned_int(__pyx_v_N); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_11 = __Pyx_PyObject_CallOneArg(__pyx_builtin_range, __pyx_t_5); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - if (likely(PyList_CheckExact(__pyx_t_11)) || PyTuple_CheckExact(__pyx_t_11)) { - __pyx_t_5 = __pyx_t_11; __Pyx_INCREF(__pyx_t_5); __pyx_t_3 = 0; - __pyx_t_4 = NULL; - } else { - __pyx_t_3 = -1; __pyx_t_5 = PyObject_GetIter(__pyx_t_11); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_4 = Py_TYPE(__pyx_t_5)->tp_iternext; if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 162, __pyx_L1_error) - } - __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0; - for (;;) { - if (likely(!__pyx_t_4)) { - if (likely(PyList_CheckExact(__pyx_t_5))) { - if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_5)) break; - #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_11 = PyList_GET_ITEM(__pyx_t_5, __pyx_t_3); __Pyx_INCREF(__pyx_t_11); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 162, __pyx_L1_error) - #else - __pyx_t_11 = PySequence_ITEM(__pyx_t_5, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - #endif - } else { - if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_5)) break; - #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - __pyx_t_11 = PyTuple_GET_ITEM(__pyx_t_5, __pyx_t_3); __Pyx_INCREF(__pyx_t_11); __pyx_t_3++; if (unlikely(0 < 0)) __PYX_ERR(0, 162, __pyx_L1_error) - #else - __pyx_t_11 = PySequence_ITEM(__pyx_t_5, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 162, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_11); - #endif - } - } else { - __pyx_t_11 = __pyx_t_4(__pyx_t_5); - if (unlikely(!__pyx_t_11)) { - PyObject* exc_type = PyErr_Occurred(); - if (exc_type) { - if (likely(__Pyx_PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear(); - else __PYX_ERR(0, 162, __pyx_L1_error) - } - break; - } - __Pyx_GOTREF(__pyx_t_11); - } - __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_11); - __pyx_t_11 = 0; - if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_v_i))) __PYX_ERR(0, 162, __pyx_L1_error) - } - __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; - __pyx_v_keep = ((PyObject*)__pyx_t_1); - __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":163 - * - * keep = [i for i in range(N)] - * return keep # <<<<<<<<<<<<<< - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_v_keep); - __pyx_r = __pyx_v_keep; - goto __pyx_L0; - - /* "nms/cpu_nms.pyx":70 - * return keep - * - * def cpu_soft_nms(np.ndarray[float, ndim=2] boxes, float sigma=0.5, float Nt=0.3, float threshold=0.001, unsigned int method=0): # <<<<<<<<<<<<<< - * cdef unsigned int N = boxes.shape[0] - * cdef float iw, ih, box_area - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_XDECREF(__pyx_t_2); - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_11); - __Pyx_XDECREF(__pyx_t_12); - { PyObject *__pyx_type, *__pyx_value, *__pyx_tb; - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb); - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_boxes.rcbuffer->pybuffer); - __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);} - __Pyx_AddTraceback("nms.cpu_nms.cpu_soft_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = NULL; - goto __pyx_L2; - __pyx_L0:; - __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_boxes.rcbuffer->pybuffer); - __pyx_L2:; - __Pyx_XDECREF(__pyx_v_i); - __Pyx_XDECREF(__pyx_v_s); - __Pyx_XDECREF(__pyx_v_keep); - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":735 - * ctypedef npy_cdouble complex_t - * - * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(1, a) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":736 - * - * cdef inline object PyArray_MultiIterNew1(a): - * return PyArray_MultiIterNew(1, a) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew2(a, b): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 736, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":735 - * ctypedef npy_cdouble complex_t - * - * cdef inline object PyArray_MultiIterNew1(a): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(1, a) - * - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":738 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, b) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":739 - * - * cdef inline object PyArray_MultiIterNew2(a, b): - * return PyArray_MultiIterNew(2, a, b) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 739, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":738 - * return PyArray_MultiIterNew(1, a) - * - * cdef inline object PyArray_MultiIterNew2(a, b): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(2, a, b) - * - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":741 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, c) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":742 - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): - * return PyArray_MultiIterNew(3, a, b, c) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 742, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":741 - * return PyArray_MultiIterNew(2, a, b) - * - * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(3, a, b, c) - * - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":744 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, d) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":745 - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): - * return PyArray_MultiIterNew(4, a, b, c, d) # <<<<<<<<<<<<<< - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(4, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 745, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":744 - * return PyArray_MultiIterNew(3, a, b, c) - * - * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(4, a, b, c, d) - * - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":747 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, e) - * - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":748 - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): - * return PyArray_MultiIterNew(5, a, b, c, d, e) # <<<<<<<<<<<<<< - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - */ - __Pyx_XDECREF(__pyx_r); - __pyx_t_1 = PyArray_MultiIterNew(5, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d), ((void *)__pyx_v_e)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 748, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_r = __pyx_t_1; - __pyx_t_1 = 0; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":747 - * return PyArray_MultiIterNew(4, a, b, c, d) - * - * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<< - * return PyArray_MultiIterNew(5, a, b, c, d, e) - * - */ - - /* function exit code */ - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":750 - * return PyArray_MultiIterNew(5, a, b, c, d, e) - * - * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__pyx_v_d) { - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - __Pyx_RefNannySetupContext("PyDataType_SHAPE", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":751 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0); - if (__pyx_t_1) { - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":752 - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape # <<<<<<<<<<<<<< - * else: - * return () - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject*)__pyx_v_d->subarray->shape)); - __pyx_r = ((PyObject*)__pyx_v_d->subarray->shape); - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":751 - * - * cdef inline tuple PyDataType_SHAPE(dtype d): - * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< - * return d.subarray.shape - * else: - */ - } - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":754 - * return d.subarray.shape - * else: - * return () # <<<<<<<<<<<<<< - * - * - */ - /*else*/ { - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(__pyx_empty_tuple); - __pyx_r = __pyx_empty_tuple; - goto __pyx_L0; - } - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":750 - * return PyArray_MultiIterNew(5, a, b, c, d, e) - * - * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< - * if PyDataType_HASSUBARRAY(d): - * return d.subarray.shape - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":931 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference below! - * PyArray_SetBaseObject(arr, base) - */ - -static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("set_array_base", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":932 - * - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference below! # <<<<<<<<<<<<<< - * PyArray_SetBaseObject(arr, base) - * - */ - Py_INCREF(__pyx_v_base); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":933 - * cdef inline void set_array_base(ndarray arr, object base): - * Py_INCREF(base) # important to do this before stealing the reference below! - * PyArray_SetBaseObject(arr, base) # <<<<<<<<<<<<<< - * - * cdef inline object get_array_base(ndarray arr): - */ - (void)(PyArray_SetBaseObject(__pyx_v_arr, __pyx_v_base)); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":931 - * int _import_umath() except -1 - * - * cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<< - * Py_INCREF(base) # important to do this before stealing the reference below! - * PyArray_SetBaseObject(arr, base) - */ - - /* function exit code */ - __Pyx_RefNannyFinishContext(); -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":935 - * PyArray_SetBaseObject(arr, base) - * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * base = PyArray_BASE(arr) - * if base is NULL: - */ - -static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__pyx_v_arr) { - PyObject *__pyx_v_base; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - __Pyx_RefNannySetupContext("get_array_base", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":936 - * - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) # <<<<<<<<<<<<<< - * if base is NULL: - * return None - */ - __pyx_v_base = PyArray_BASE(__pyx_v_arr); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":937 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - __pyx_t_1 = ((__pyx_v_base == NULL) != 0); - if (__pyx_t_1) { - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":938 - * base = PyArray_BASE(arr) - * if base is NULL: - * return None # <<<<<<<<<<<<<< - * return base - * - */ - __Pyx_XDECREF(__pyx_r); - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":937 - * cdef inline object get_array_base(ndarray arr): - * base = PyArray_BASE(arr) - * if base is NULL: # <<<<<<<<<<<<<< - * return None - * return base - */ - } - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":939 - * if base is NULL: - * return None - * return base # <<<<<<<<<<<<<< - * - * # Versions of the import_* functions which are more suitable for - */ - __Pyx_XDECREF(__pyx_r); - __Pyx_INCREF(((PyObject *)__pyx_v_base)); - __pyx_r = ((PyObject *)__pyx_v_base); - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":935 - * PyArray_SetBaseObject(arr, base) - * - * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< - * base = PyArray_BASE(arr) - * if base is NULL: - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":943 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * __pyx_import_array() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("import_array", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":944 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * __pyx_import_array() - * except Exception: - */ - { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":945 - * cdef inline int import_array() except -1: - * try: - * __pyx_import_array() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") - */ - __pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 945, __pyx_L3_error) - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":944 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * __pyx_import_array() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":946 - * try: - * __pyx_import_array() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.multiarray failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 946, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":947 - * __pyx_import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 947, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - __PYX_ERR(1, 947, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":944 - * # Cython code. - * cdef inline int import_array() except -1: - * try: # <<<<<<<<<<<<<< - * __pyx_import_array() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":943 - * # Versions of the import_* functions which are more suitable for - * # Cython code. - * cdef inline int import_array() except -1: # <<<<<<<<<<<<<< - * try: - * __pyx_import_array() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("numpy.import_array", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":949 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("import_umath", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":950 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":951 - * cdef inline int import_umath() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 951, __pyx_L3_error) - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":950 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":952 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 952, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":953 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 953, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - __PYX_ERR(1, 953, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":950 - * - * cdef inline int import_umath() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":949 - * raise ImportError("numpy.core.multiarray failed to import") - * - * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("numpy.import_umath", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":955 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - -static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { - int __pyx_r; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - PyObject *__pyx_t_2 = NULL; - PyObject *__pyx_t_3 = NULL; - int __pyx_t_4; - PyObject *__pyx_t_5 = NULL; - PyObject *__pyx_t_6 = NULL; - PyObject *__pyx_t_7 = NULL; - PyObject *__pyx_t_8 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("import_ufunc", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":956 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - { - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3); - __Pyx_XGOTREF(__pyx_t_1); - __Pyx_XGOTREF(__pyx_t_2); - __Pyx_XGOTREF(__pyx_t_3); - /*try:*/ { - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":957 - * cdef inline int import_ufunc() except -1: - * try: - * _import_umath() # <<<<<<<<<<<<<< - * except Exception: - * raise ImportError("numpy.core.umath failed to import") - */ - __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 957, __pyx_L3_error) - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":956 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - } - __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0; - __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0; - goto __pyx_L8_try_end; - __pyx_L3_error:; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":958 - * try: - * _import_umath() - * except Exception: # <<<<<<<<<<<<<< - * raise ImportError("numpy.core.umath failed to import") - * - */ - __pyx_t_4 = __Pyx_PyErr_ExceptionMatches(((PyObject *)(&((PyTypeObject*)PyExc_Exception)[0]))); - if (__pyx_t_4) { - __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(1, 958, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_5); - __Pyx_GOTREF(__pyx_t_6); - __Pyx_GOTREF(__pyx_t_7); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":959 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<< - * - * cdef extern from *: - */ - __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_ImportError, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_8)) __PYX_ERR(1, 959, __pyx_L5_except_error) - __Pyx_GOTREF(__pyx_t_8); - __Pyx_Raise(__pyx_t_8, 0, 0, 0); - __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0; - __PYX_ERR(1, 959, __pyx_L5_except_error) - } - goto __pyx_L5_except_error; - __pyx_L5_except_error:; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":956 - * - * cdef inline int import_ufunc() except -1: - * try: # <<<<<<<<<<<<<< - * _import_umath() - * except Exception: - */ - __Pyx_XGIVEREF(__pyx_t_1); - __Pyx_XGIVEREF(__pyx_t_2); - __Pyx_XGIVEREF(__pyx_t_3); - __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3); - goto __pyx_L1_error; - __pyx_L8_try_end:; - } - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":955 - * raise ImportError("numpy.core.umath failed to import") - * - * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< - * try: - * _import_umath() - */ - - /* function exit code */ - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_5); - __Pyx_XDECREF(__pyx_t_6); - __Pyx_XDECREF(__pyx_t_7); - __Pyx_XDECREF(__pyx_t_8); - __Pyx_AddTraceback("numpy.import_ufunc", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = -1; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":969 - * - * - * cdef inline bint is_timedelta64_object(object obj): # <<<<<<<<<<<<<< - * """ - * Cython equivalent of `isinstance(obj, np.timedelta64)` - */ - -static CYTHON_INLINE int __pyx_f_5numpy_is_timedelta64_object(PyObject *__pyx_v_obj) { - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("is_timedelta64_object", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":981 - * bool - * """ - * return PyObject_TypeCheck(obj, &PyTimedeltaArrType_Type) # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyTimedeltaArrType_Type)); - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":969 - * - * - * cdef inline bint is_timedelta64_object(object obj): # <<<<<<<<<<<<<< - * """ - * Cython equivalent of `isinstance(obj, np.timedelta64)` - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":984 - * - * - * cdef inline bint is_datetime64_object(object obj): # <<<<<<<<<<<<<< - * """ - * Cython equivalent of `isinstance(obj, np.datetime64)` - */ - -static CYTHON_INLINE int __pyx_f_5numpy_is_datetime64_object(PyObject *__pyx_v_obj) { - int __pyx_r; - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("is_datetime64_object", 0); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":996 - * bool - * """ - * return PyObject_TypeCheck(obj, &PyDatetimeArrType_Type) # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = PyObject_TypeCheck(__pyx_v_obj, (&PyDatetimeArrType_Type)); - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":984 - * - * - * cdef inline bint is_datetime64_object(object obj): # <<<<<<<<<<<<<< - * """ - * Cython equivalent of `isinstance(obj, np.datetime64)` - */ - - /* function exit code */ - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":999 - * - * - * cdef inline npy_datetime get_datetime64_value(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the int64 value underlying scalar numpy datetime64 object - */ - -static CYTHON_INLINE npy_datetime __pyx_f_5numpy_get_datetime64_value(PyObject *__pyx_v_obj) { - npy_datetime __pyx_r; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1006 - * also needed. That can be found using `get_datetime64_unit`. - * """ - * return (obj).obval # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = ((PyDatetimeScalarObject *)__pyx_v_obj)->obval; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":999 - * - * - * cdef inline npy_datetime get_datetime64_value(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the int64 value underlying scalar numpy datetime64 object - */ - - /* function exit code */ - __pyx_L0:; - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1009 - * - * - * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the int64 value underlying scalar numpy timedelta64 object - */ - -static CYTHON_INLINE npy_timedelta __pyx_f_5numpy_get_timedelta64_value(PyObject *__pyx_v_obj) { - npy_timedelta __pyx_r; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1013 - * returns the int64 value underlying scalar numpy timedelta64 object - * """ - * return (obj).obval # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = ((PyTimedeltaScalarObject *)__pyx_v_obj)->obval; - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1009 - * - * - * cdef inline npy_timedelta get_timedelta64_value(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the int64 value underlying scalar numpy timedelta64 object - */ - - /* function exit code */ - __pyx_L0:; - return __pyx_r; -} - -/* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1016 - * - * - * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the unit part of the dtype for a numpy datetime64 object. - */ - -static CYTHON_INLINE NPY_DATETIMEUNIT __pyx_f_5numpy_get_datetime64_unit(PyObject *__pyx_v_obj) { - NPY_DATETIMEUNIT __pyx_r; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1020 - * returns the unit part of the dtype for a numpy datetime64 object. - * """ - * return (obj).obmeta.base # <<<<<<<<<<<<<< - */ - __pyx_r = ((NPY_DATETIMEUNIT)((PyDatetimeScalarObject *)__pyx_v_obj)->obmeta.base); - goto __pyx_L0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1016 - * - * - * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the unit part of the dtype for a numpy datetime64 object. - */ - - /* function exit code */ - __pyx_L0:; - return __pyx_r; -} - -static PyMethodDef __pyx_methods[] = { - {0, 0, 0, 0} -}; - -#if PY_MAJOR_VERSION >= 3 -#if CYTHON_PEP489_MULTI_PHASE_INIT -static PyObject* __pyx_pymod_create(PyObject *spec, PyModuleDef *def); /*proto*/ -static int __pyx_pymod_exec_cpu_nms(PyObject* module); /*proto*/ -static PyModuleDef_Slot __pyx_moduledef_slots[] = { - {Py_mod_create, (void*)__pyx_pymod_create}, - {Py_mod_exec, (void*)__pyx_pymod_exec_cpu_nms}, - {0, NULL} -}; -#endif - -static struct PyModuleDef __pyx_moduledef = { - PyModuleDef_HEAD_INIT, - "cpu_nms", - 0, /* m_doc */ - #if CYTHON_PEP489_MULTI_PHASE_INIT - 0, /* m_size */ - #else - -1, /* m_size */ - #endif - __pyx_methods /* m_methods */, - #if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_moduledef_slots, /* m_slots */ - #else - NULL, /* m_reload */ - #endif - NULL, /* m_traverse */ - NULL, /* m_clear */ - NULL /* m_free */ -}; -#endif -#ifndef CYTHON_SMALL_CODE -#if defined(__clang__) - #define CYTHON_SMALL_CODE -#elif defined(__GNUC__) && (__GNUC__ > 4 || (__GNUC__ == 4 && __GNUC_MINOR__ >= 3)) - #define CYTHON_SMALL_CODE __attribute__((cold)) -#else - #define CYTHON_SMALL_CODE -#endif -#endif - -static __Pyx_StringTabEntry __pyx_string_tab[] = { - {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1}, - {&__pyx_n_s_N, __pyx_k_N, sizeof(__pyx_k_N), 0, 0, 1, 1}, - {&__pyx_n_s_Nt, __pyx_k_Nt, sizeof(__pyx_k_Nt), 0, 0, 1, 1}, - {&__pyx_n_s_area, __pyx_k_area, sizeof(__pyx_k_area), 0, 0, 1, 1}, - {&__pyx_n_s_areas, __pyx_k_areas, sizeof(__pyx_k_areas), 0, 0, 1, 1}, - {&__pyx_n_s_argsort, __pyx_k_argsort, sizeof(__pyx_k_argsort), 0, 0, 1, 1}, - {&__pyx_n_s_box_area, __pyx_k_box_area, sizeof(__pyx_k_box_area), 0, 0, 1, 1}, - {&__pyx_n_s_boxes, __pyx_k_boxes, sizeof(__pyx_k_boxes), 0, 0, 1, 1}, - {&__pyx_n_s_cline_in_traceback, __pyx_k_cline_in_traceback, sizeof(__pyx_k_cline_in_traceback), 0, 0, 1, 1}, - {&__pyx_n_s_cpu_nms, __pyx_k_cpu_nms, sizeof(__pyx_k_cpu_nms), 0, 0, 1, 1}, - {&__pyx_n_s_cpu_soft_nms, __pyx_k_cpu_soft_nms, sizeof(__pyx_k_cpu_soft_nms), 0, 0, 1, 1}, - {&__pyx_n_s_dets, __pyx_k_dets, sizeof(__pyx_k_dets), 0, 0, 1, 1}, - {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1}, - {&__pyx_n_s_exp, __pyx_k_exp, sizeof(__pyx_k_exp), 0, 0, 1, 1}, - {&__pyx_n_s_h, __pyx_k_h, sizeof(__pyx_k_h), 0, 0, 1, 1}, - {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1}, - {&__pyx_n_s_i_2, __pyx_k_i_2, sizeof(__pyx_k_i_2), 0, 0, 1, 1}, - {&__pyx_n_s_iarea, __pyx_k_iarea, sizeof(__pyx_k_iarea), 0, 0, 1, 1}, - {&__pyx_n_s_ih, __pyx_k_ih, sizeof(__pyx_k_ih), 0, 0, 1, 1}, - {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1}, - {&__pyx_n_s_int, __pyx_k_int, sizeof(__pyx_k_int), 0, 0, 1, 1}, - {&__pyx_n_s_inter, __pyx_k_inter, sizeof(__pyx_k_inter), 0, 0, 1, 1}, - {&__pyx_n_s_iw, __pyx_k_iw, sizeof(__pyx_k_iw), 0, 0, 1, 1}, - {&__pyx_n_s_ix1, __pyx_k_ix1, sizeof(__pyx_k_ix1), 0, 0, 1, 1}, - {&__pyx_n_s_ix2, __pyx_k_ix2, sizeof(__pyx_k_ix2), 0, 0, 1, 1}, - {&__pyx_n_s_iy1, __pyx_k_iy1, sizeof(__pyx_k_iy1), 0, 0, 1, 1}, - {&__pyx_n_s_iy2, __pyx_k_iy2, sizeof(__pyx_k_iy2), 0, 0, 1, 1}, - {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1}, - {&__pyx_n_s_j_2, __pyx_k_j_2, sizeof(__pyx_k_j_2), 0, 0, 1, 1}, - {&__pyx_n_s_keep, __pyx_k_keep, sizeof(__pyx_k_keep), 0, 0, 1, 1}, - {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1}, - {&__pyx_n_s_maxpos, __pyx_k_maxpos, sizeof(__pyx_k_maxpos), 0, 0, 1, 1}, - {&__pyx_n_s_maxscore, __pyx_k_maxscore, sizeof(__pyx_k_maxscore), 0, 0, 1, 1}, - {&__pyx_n_s_method, __pyx_k_method, sizeof(__pyx_k_method), 0, 0, 1, 1}, - {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, - {&__pyx_n_s_ndets, __pyx_k_ndets, sizeof(__pyx_k_ndets), 0, 0, 1, 1}, - {&__pyx_n_s_nms_cpu_nms, __pyx_k_nms_cpu_nms, sizeof(__pyx_k_nms_cpu_nms), 0, 0, 1, 1}, - {&__pyx_kp_s_nms_cpu_nms_pyx, __pyx_k_nms_cpu_nms_pyx, sizeof(__pyx_k_nms_cpu_nms_pyx), 0, 0, 1, 0}, - {&__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_numpy_core_multiarray_failed_to, __pyx_k_numpy_core_multiarray_failed_to, sizeof(__pyx_k_numpy_core_multiarray_failed_to), 0, 0, 1, 0}, - {&__pyx_kp_s_numpy_core_umath_failed_to_impor, __pyx_k_numpy_core_umath_failed_to_impor, sizeof(__pyx_k_numpy_core_umath_failed_to_impor), 0, 0, 1, 0}, - {&__pyx_n_s_order, __pyx_k_order, sizeof(__pyx_k_order), 0, 0, 1, 1}, - {&__pyx_n_s_ov, __pyx_k_ov, sizeof(__pyx_k_ov), 0, 0, 1, 1}, - {&__pyx_n_s_ovr, __pyx_k_ovr, sizeof(__pyx_k_ovr), 0, 0, 1, 1}, - {&__pyx_n_s_pos, __pyx_k_pos, sizeof(__pyx_k_pos), 0, 0, 1, 1}, - {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1}, - {&__pyx_n_s_s, __pyx_k_s, sizeof(__pyx_k_s), 0, 0, 1, 1}, - {&__pyx_n_s_scores, __pyx_k_scores, sizeof(__pyx_k_scores), 0, 0, 1, 1}, - {&__pyx_n_s_sigma, __pyx_k_sigma, sizeof(__pyx_k_sigma), 0, 0, 1, 1}, - {&__pyx_n_s_suppressed, __pyx_k_suppressed, sizeof(__pyx_k_suppressed), 0, 0, 1, 1}, - {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1}, - {&__pyx_n_s_thresh, __pyx_k_thresh, sizeof(__pyx_k_thresh), 0, 0, 1, 1}, - {&__pyx_n_s_threshold, __pyx_k_threshold, sizeof(__pyx_k_threshold), 0, 0, 1, 1}, - {&__pyx_n_s_ts, __pyx_k_ts, sizeof(__pyx_k_ts), 0, 0, 1, 1}, - {&__pyx_n_s_tx1, __pyx_k_tx1, sizeof(__pyx_k_tx1), 0, 0, 1, 1}, - {&__pyx_n_s_tx2, __pyx_k_tx2, sizeof(__pyx_k_tx2), 0, 0, 1, 1}, - {&__pyx_n_s_ty1, __pyx_k_ty1, sizeof(__pyx_k_ty1), 0, 0, 1, 1}, - {&__pyx_n_s_ty2, __pyx_k_ty2, sizeof(__pyx_k_ty2), 0, 0, 1, 1}, - {&__pyx_n_s_ua, __pyx_k_ua, sizeof(__pyx_k_ua), 0, 0, 1, 1}, - {&__pyx_n_s_w, __pyx_k_w, sizeof(__pyx_k_w), 0, 0, 1, 1}, - {&__pyx_n_s_weight, __pyx_k_weight, sizeof(__pyx_k_weight), 0, 0, 1, 1}, - {&__pyx_n_s_x1, __pyx_k_x1, sizeof(__pyx_k_x1), 0, 0, 1, 1}, - {&__pyx_n_s_x2, __pyx_k_x2, sizeof(__pyx_k_x2), 0, 0, 1, 1}, - {&__pyx_n_s_xx1, __pyx_k_xx1, sizeof(__pyx_k_xx1), 0, 0, 1, 1}, - {&__pyx_n_s_xx2, __pyx_k_xx2, sizeof(__pyx_k_xx2), 0, 0, 1, 1}, - {&__pyx_n_s_y1, __pyx_k_y1, sizeof(__pyx_k_y1), 0, 0, 1, 1}, - {&__pyx_n_s_y2, __pyx_k_y2, sizeof(__pyx_k_y2), 0, 0, 1, 1}, - {&__pyx_n_s_yy1, __pyx_k_yy1, sizeof(__pyx_k_yy1), 0, 0, 1, 1}, - {&__pyx_n_s_yy2, __pyx_k_yy2, sizeof(__pyx_k_yy2), 0, 0, 1, 1}, - {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1}, - {0, 0, 0, 0, 0, 0, 0} -}; -static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) { - __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 43, __pyx_L1_error) - __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) __PYX_ERR(1, 947, __pyx_L1_error) - return 0; - __pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0); - - /* "nms/cpu_nms.pyx":18 - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - */ - __pyx_slice_ = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice_)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice_); - __Pyx_GIVEREF(__pyx_slice_); - __pyx_tuple__2 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_0); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 18, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__2); - __Pyx_GIVEREF(__pyx_tuple__2); - - /* "nms/cpu_nms.pyx":19 - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - */ - __pyx_tuple__3 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_1); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 19, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__3); - __Pyx_GIVEREF(__pyx_tuple__3); - - /* "nms/cpu_nms.pyx":20 - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - */ - __pyx_tuple__4 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_2); if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 20, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__4); - __Pyx_GIVEREF(__pyx_tuple__4); - - /* "nms/cpu_nms.pyx":21 - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] - * - */ - __pyx_tuple__5 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_3); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 21, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__5); - __Pyx_GIVEREF(__pyx_tuple__5); - - /* "nms/cpu_nms.pyx":22 - * cdef np.ndarray[np.float32_t, ndim=1] x2 = dets[:, 2] - * cdef np.ndarray[np.float32_t, ndim=1] y2 = dets[:, 3] - * cdef np.ndarray[np.float32_t, ndim=1] scores = dets[:, 4] # <<<<<<<<<<<<<< - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) - */ - __pyx_tuple__6 = PyTuple_Pack(2, __pyx_slice_, __pyx_int_4); if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 22, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__6); - __Pyx_GIVEREF(__pyx_tuple__6); - - /* "nms/cpu_nms.pyx":25 - * - * cdef np.ndarray[np.float32_t, ndim=1] areas = (x2 - x1 + 1) * (y2 - y1 + 1) - * cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1] # <<<<<<<<<<<<<< - * - * cdef int ndets = dets.shape[0] - */ - __pyx_slice__7 = PySlice_New(Py_None, Py_None, __pyx_int_neg_1); if (unlikely(!__pyx_slice__7)) __PYX_ERR(0, 25, __pyx_L1_error) - __Pyx_GOTREF(__pyx_slice__7); - __Pyx_GIVEREF(__pyx_slice__7); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":947 - * __pyx_import_array() - * except Exception: - * raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<< - * - * cdef inline int import_umath() except -1: - */ - __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_multiarray_failed_to); if (unlikely(!__pyx_tuple__8)) __PYX_ERR(1, 947, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__8); - __Pyx_GIVEREF(__pyx_tuple__8); - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":953 - * _import_umath() - * except Exception: - * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<< - * - * cdef inline int import_ufunc() except -1: - */ - __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_s_numpy_core_umath_failed_to_impor); if (unlikely(!__pyx_tuple__9)) __PYX_ERR(1, 953, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__9); - __Pyx_GIVEREF(__pyx_tuple__9); - - /* "nms/cpu_nms.pyx":17 - * return a if a <= b else b - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - __pyx_tuple__10 = PyTuple_Pack(29, __pyx_n_s_dets, __pyx_n_s_thresh, __pyx_n_s_x1, __pyx_n_s_y1, __pyx_n_s_x2, __pyx_n_s_y2, __pyx_n_s_scores, __pyx_n_s_areas, __pyx_n_s_order, __pyx_n_s_ndets, __pyx_n_s_suppressed, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_i_2, __pyx_n_s_j_2, __pyx_n_s_ix1, __pyx_n_s_iy1, __pyx_n_s_ix2, __pyx_n_s_iy2, __pyx_n_s_iarea, __pyx_n_s_xx1, __pyx_n_s_yy1, __pyx_n_s_xx2, __pyx_n_s_yy2, __pyx_n_s_w, __pyx_n_s_h, __pyx_n_s_inter, __pyx_n_s_ovr, __pyx_n_s_keep); if (unlikely(!__pyx_tuple__10)) __PYX_ERR(0, 17, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__10); - __Pyx_GIVEREF(__pyx_tuple__10); - __pyx_codeobj__11 = (PyObject*)__Pyx_PyCode_New(2, 0, 29, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__10, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_nms_cpu_nms_pyx, __pyx_n_s_cpu_nms, 17, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__11)) __PYX_ERR(0, 17, __pyx_L1_error) - - /* "nms/cpu_nms.pyx":70 - * return keep - * - * def cpu_soft_nms(np.ndarray[float, ndim=2] boxes, float sigma=0.5, float Nt=0.3, float threshold=0.001, unsigned int method=0): # <<<<<<<<<<<<<< - * cdef unsigned int N = boxes.shape[0] - * cdef float iw, ih, box_area - */ - __pyx_tuple__12 = PyTuple_Pack(28, __pyx_n_s_boxes, __pyx_n_s_sigma, __pyx_n_s_Nt, __pyx_n_s_threshold, __pyx_n_s_method, __pyx_n_s_N, __pyx_n_s_iw, __pyx_n_s_ih, __pyx_n_s_box_area, __pyx_n_s_ua, __pyx_n_s_pos, __pyx_n_s_maxscore, __pyx_n_s_maxpos, __pyx_n_s_x1, __pyx_n_s_x2, __pyx_n_s_y1, __pyx_n_s_y2, __pyx_n_s_tx1, __pyx_n_s_tx2, __pyx_n_s_ty1, __pyx_n_s_ty2, __pyx_n_s_ts, __pyx_n_s_area, __pyx_n_s_weight, __pyx_n_s_ov, __pyx_n_s_i_2, __pyx_n_s_s, __pyx_n_s_keep); if (unlikely(!__pyx_tuple__12)) __PYX_ERR(0, 70, __pyx_L1_error) - __Pyx_GOTREF(__pyx_tuple__12); - __Pyx_GIVEREF(__pyx_tuple__12); - __pyx_codeobj__13 = (PyObject*)__Pyx_PyCode_New(5, 0, 28, 0, CO_OPTIMIZED|CO_NEWLOCALS, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__12, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_nms_cpu_nms_pyx, __pyx_n_s_cpu_soft_nms, 70, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__13)) __PYX_ERR(0, 70, __pyx_L1_error) - __Pyx_RefNannyFinishContext(); - return 0; - __pyx_L1_error:; - __Pyx_RefNannyFinishContext(); - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) { - if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error); - __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_2 = PyInt_FromLong(2); if (unlikely(!__pyx_int_2)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_3 = PyInt_FromLong(3); if (unlikely(!__pyx_int_3)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_4 = PyInt_FromLong(4); if (unlikely(!__pyx_int_4)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) __PYX_ERR(0, 1, __pyx_L1_error) - return 0; - __pyx_L1_error:; - return -1; -} - -static CYTHON_SMALL_CODE int __Pyx_modinit_global_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_export_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_init_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_type_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_variable_import_code(void); /*proto*/ -static CYTHON_SMALL_CODE int __Pyx_modinit_function_import_code(void); /*proto*/ - -static int __Pyx_modinit_global_init_code(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_modinit_global_init_code", 0); - /*--- Global init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_variable_export_code(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_modinit_variable_export_code", 0); - /*--- Variable export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_export_code(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_modinit_function_export_code", 0); - /*--- Function export code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_init_code(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_modinit_type_init_code", 0); - /*--- Type init code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_type_import_code(void) { - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("__Pyx_modinit_type_import_code", 0); - /*--- Type import code ---*/ - __pyx_t_1 = PyImport_ImportModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__pyx_t_1, __Pyx_BUILTIN_MODULE_NAME, "type", - #if defined(PYPY_VERSION_NUM) && PYPY_VERSION_NUM < 0x050B0000 - sizeof(PyTypeObject), - #else - sizeof(PyHeapTypeObject), - #endif - __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_7cpython_4type_type) __PYX_ERR(2, 9, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyImport_ImportModule("numpy"); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 200, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - __pyx_ptype_5numpy_dtype = __Pyx_ImportType(__pyx_t_1, "numpy", "dtype", sizeof(PyArray_Descr), __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_dtype) __PYX_ERR(1, 200, __pyx_L1_error) - __pyx_ptype_5numpy_flatiter = __Pyx_ImportType(__pyx_t_1, "numpy", "flatiter", sizeof(PyArrayIterObject), __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_flatiter) __PYX_ERR(1, 223, __pyx_L1_error) - __pyx_ptype_5numpy_broadcast = __Pyx_ImportType(__pyx_t_1, "numpy", "broadcast", sizeof(PyArrayMultiIterObject), __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_broadcast) __PYX_ERR(1, 227, __pyx_L1_error) - __pyx_ptype_5numpy_ndarray = __Pyx_ImportType(__pyx_t_1, "numpy", "ndarray", sizeof(PyArrayObject), __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_ndarray) __PYX_ERR(1, 239, __pyx_L1_error) - __pyx_ptype_5numpy_generic = __Pyx_ImportType(__pyx_t_1, "numpy", "generic", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_generic) __PYX_ERR(1, 771, __pyx_L1_error) - __pyx_ptype_5numpy_number = __Pyx_ImportType(__pyx_t_1, "numpy", "number", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_number) __PYX_ERR(1, 773, __pyx_L1_error) - __pyx_ptype_5numpy_integer = __Pyx_ImportType(__pyx_t_1, "numpy", "integer", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_integer) __PYX_ERR(1, 775, __pyx_L1_error) - __pyx_ptype_5numpy_signedinteger = __Pyx_ImportType(__pyx_t_1, "numpy", "signedinteger", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_signedinteger) __PYX_ERR(1, 777, __pyx_L1_error) - __pyx_ptype_5numpy_unsignedinteger = __Pyx_ImportType(__pyx_t_1, "numpy", "unsignedinteger", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_unsignedinteger) __PYX_ERR(1, 779, __pyx_L1_error) - __pyx_ptype_5numpy_inexact = __Pyx_ImportType(__pyx_t_1, "numpy", "inexact", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_inexact) __PYX_ERR(1, 781, __pyx_L1_error) - __pyx_ptype_5numpy_floating = __Pyx_ImportType(__pyx_t_1, "numpy", "floating", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_floating) __PYX_ERR(1, 783, __pyx_L1_error) - __pyx_ptype_5numpy_complexfloating = __Pyx_ImportType(__pyx_t_1, "numpy", "complexfloating", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_complexfloating) __PYX_ERR(1, 785, __pyx_L1_error) - __pyx_ptype_5numpy_flexible = __Pyx_ImportType(__pyx_t_1, "numpy", "flexible", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_flexible) __PYX_ERR(1, 787, __pyx_L1_error) - __pyx_ptype_5numpy_character = __Pyx_ImportType(__pyx_t_1, "numpy", "character", sizeof(PyObject), __Pyx_ImportType_CheckSize_Warn); - if (!__pyx_ptype_5numpy_character) __PYX_ERR(1, 789, __pyx_L1_error) - __pyx_ptype_5numpy_ufunc = __Pyx_ImportType(__pyx_t_1, "numpy", "ufunc", sizeof(PyUFuncObject), __Pyx_ImportType_CheckSize_Ignore); - if (!__pyx_ptype_5numpy_ufunc) __PYX_ERR(1, 827, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __Pyx_RefNannyFinishContext(); - return 0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - __Pyx_RefNannyFinishContext(); - return -1; -} - -static int __Pyx_modinit_variable_import_code(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_modinit_variable_import_code", 0); - /*--- Variable import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - -static int __Pyx_modinit_function_import_code(void) { - __Pyx_RefNannyDeclarations - __Pyx_RefNannySetupContext("__Pyx_modinit_function_import_code", 0); - /*--- Function import code ---*/ - __Pyx_RefNannyFinishContext(); - return 0; -} - - -#ifndef CYTHON_NO_PYINIT_EXPORT -#define __Pyx_PyMODINIT_FUNC PyMODINIT_FUNC -#elif PY_MAJOR_VERSION < 3 -#ifdef __cplusplus -#define __Pyx_PyMODINIT_FUNC extern "C" void -#else -#define __Pyx_PyMODINIT_FUNC void -#endif -#else -#ifdef __cplusplus -#define __Pyx_PyMODINIT_FUNC extern "C" PyObject * -#else -#define __Pyx_PyMODINIT_FUNC PyObject * -#endif -#endif - - -#if PY_MAJOR_VERSION < 3 -__Pyx_PyMODINIT_FUNC initcpu_nms(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC initcpu_nms(void) -#else -__Pyx_PyMODINIT_FUNC PyInit_cpu_nms(void) CYTHON_SMALL_CODE; /*proto*/ -__Pyx_PyMODINIT_FUNC PyInit_cpu_nms(void) -#if CYTHON_PEP489_MULTI_PHASE_INIT -{ - return PyModuleDef_Init(&__pyx_moduledef); -} -static CYTHON_SMALL_CODE int __Pyx_check_single_interpreter(void) { - #if PY_VERSION_HEX >= 0x030700A1 - static PY_INT64_T main_interpreter_id = -1; - PY_INT64_T current_id = PyInterpreterState_GetID(PyThreadState_Get()->interp); - if (main_interpreter_id == -1) { - main_interpreter_id = current_id; - return (unlikely(current_id == -1)) ? -1 : 0; - } else if (unlikely(main_interpreter_id != current_id)) - #else - static PyInterpreterState *main_interpreter = NULL; - PyInterpreterState *current_interpreter = PyThreadState_Get()->interp; - if (!main_interpreter) { - main_interpreter = current_interpreter; - } else if (unlikely(main_interpreter != current_interpreter)) - #endif - { - PyErr_SetString( - PyExc_ImportError, - "Interpreter change detected - this module can only be loaded into one interpreter per process."); - return -1; - } - return 0; -} -static CYTHON_SMALL_CODE int __Pyx_copy_spec_to_module(PyObject *spec, PyObject *moddict, const char* from_name, const char* to_name, int allow_none) { - PyObject *value = PyObject_GetAttrString(spec, from_name); - int result = 0; - if (likely(value)) { - if (allow_none || value != Py_None) { - result = PyDict_SetItemString(moddict, to_name, value); - } - Py_DECREF(value); - } else if (PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_Clear(); - } else { - result = -1; - } - return result; -} -static CYTHON_SMALL_CODE PyObject* __pyx_pymod_create(PyObject *spec, CYTHON_UNUSED PyModuleDef *def) { - PyObject *module = NULL, *moddict, *modname; - if (__Pyx_check_single_interpreter()) - return NULL; - if (__pyx_m) - return __Pyx_NewRef(__pyx_m); - modname = PyObject_GetAttrString(spec, "name"); - if (unlikely(!modname)) goto bad; - module = PyModule_NewObject(modname); - Py_DECREF(modname); - if (unlikely(!module)) goto bad; - moddict = PyModule_GetDict(module); - if (unlikely(!moddict)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "loader", "__loader__", 1) < 0)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "origin", "__file__", 1) < 0)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "parent", "__package__", 1) < 0)) goto bad; - if (unlikely(__Pyx_copy_spec_to_module(spec, moddict, "submodule_search_locations", "__path__", 0) < 0)) goto bad; - return module; -bad: - Py_XDECREF(module); - return NULL; -} - - -static CYTHON_SMALL_CODE int __pyx_pymod_exec_cpu_nms(PyObject *__pyx_pyinit_module) -#endif -#endif -{ - PyObject *__pyx_t_1 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannyDeclarations - #if CYTHON_PEP489_MULTI_PHASE_INIT - if (__pyx_m) { - if (__pyx_m == __pyx_pyinit_module) return 0; - PyErr_SetString(PyExc_RuntimeError, "Module 'cpu_nms' has already been imported. Re-initialisation is not supported."); - return -1; - } - #elif PY_MAJOR_VERSION >= 3 - if (__pyx_m) return __Pyx_NewRef(__pyx_m); - #endif - #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("__Pyx_PyMODINIT_FUNC PyInit_cpu_nms(void)", 0); - if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #ifdef __Pxy_PyFrame_Initialize_Offsets - __Pxy_PyFrame_Initialize_Offsets(); - #endif - __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error) - __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error) - #ifdef __Pyx_CyFunction_USED - if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - #ifdef __Pyx_FusedFunction_USED - if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - #ifdef __Pyx_Coroutine_USED - if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - #ifdef __Pyx_Generator_USED - if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - #ifdef __Pyx_AsyncGen_USED - if (__pyx_AsyncGen_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - #ifdef __Pyx_StopAsyncIteration_USED - if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - /*--- Library function declarations ---*/ - /*--- Threads initialization code ---*/ - #if defined(WITH_THREAD) && PY_VERSION_HEX < 0x030700F0 && defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS - PyEval_InitThreads(); - #endif - /*--- Module creation code ---*/ - #if CYTHON_PEP489_MULTI_PHASE_INIT - __pyx_m = __pyx_pyinit_module; - Py_INCREF(__pyx_m); - #else - #if PY_MAJOR_VERSION < 3 - __pyx_m = Py_InitModule4("cpu_nms", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m); - #else - __pyx_m = PyModule_Create(&__pyx_moduledef); - #endif - if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_d); - __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_b); - __pyx_cython_runtime = PyImport_AddModule((char *) "cython_runtime"); if (unlikely(!__pyx_cython_runtime)) __PYX_ERR(0, 1, __pyx_L1_error) - Py_INCREF(__pyx_cython_runtime); - if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error); - /*--- Initialize various global constants etc. ---*/ - if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __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_ERR(0, 1, __pyx_L1_error) - #endif - if (__pyx_module_is_main_nms__cpu_nms) { - if (PyObject_SetAttr(__pyx_m, __pyx_n_s_name, __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error) - } - #if PY_MAJOR_VERSION >= 3 - { - PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error) - if (!PyDict_GetItemString(modules, "nms.cpu_nms")) { - if (unlikely(PyDict_SetItemString(modules, "nms.cpu_nms", __pyx_m) < 0)) __PYX_ERR(0, 1, __pyx_L1_error) - } - } - #endif - /*--- Builtin init code ---*/ - if (__Pyx_InitCachedBuiltins() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - /*--- Constants init code ---*/ - if (__Pyx_InitCachedConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - /*--- Global type/function init code ---*/ - (void)__Pyx_modinit_global_init_code(); - (void)__Pyx_modinit_variable_export_code(); - (void)__Pyx_modinit_function_export_code(); - (void)__Pyx_modinit_type_init_code(); - if (unlikely(__Pyx_modinit_type_import_code() < 0)) __PYX_ERR(0, 1, __pyx_L1_error) - (void)__Pyx_modinit_variable_import_code(); - (void)__Pyx_modinit_function_import_code(); - /*--- Execution code ---*/ - #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED) - if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error) - #endif - - /* "nms/cpu_nms.pyx":8 - * # -------------------------------------------------------- - * - * import numpy as np # <<<<<<<<<<<<<< - * cimport numpy as np - * - */ - __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 8, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_1) < 0) __PYX_ERR(0, 8, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":17 - * return a if a <= b else b - * - * def cpu_nms(np.ndarray[np.float32_t, ndim=2] dets, np.float thresh): # <<<<<<<<<<<<<< - * cdef np.ndarray[np.float32_t, ndim=1] x1 = dets[:, 0] - * cdef np.ndarray[np.float32_t, ndim=1] y1 = dets[:, 1] - */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3nms_7cpu_nms_1cpu_nms, NULL, __pyx_n_s_nms_cpu_nms); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 17, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cpu_nms, __pyx_t_1) < 0) __PYX_ERR(0, 17, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":70 - * return keep - * - * def cpu_soft_nms(np.ndarray[float, ndim=2] boxes, float sigma=0.5, float Nt=0.3, float threshold=0.001, unsigned int method=0): # <<<<<<<<<<<<<< - * cdef unsigned int N = boxes.shape[0] - * cdef float iw, ih, box_area - */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_3nms_7cpu_nms_3cpu_soft_nms, NULL, __pyx_n_s_nms_cpu_nms); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 70, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_cpu_soft_nms, __pyx_t_1) < 0) __PYX_ERR(0, 70, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "nms/cpu_nms.pyx":1 - * # -------------------------------------------------------- # <<<<<<<<<<<<<< - * # Fast R-CNN - * # Copyright (c) 2015 Microsoft - */ - __pyx_t_1 = __Pyx_PyDict_NewPresized(0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_1) < 0) __PYX_ERR(0, 1, __pyx_L1_error) - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "../../../../../../../root/anaconda3/lib/python3.9/site-packages/numpy/__init__.pxd":1016 - * - * - * cdef inline NPY_DATETIMEUNIT get_datetime64_unit(object obj) nogil: # <<<<<<<<<<<<<< - * """ - * returns the unit part of the dtype for a numpy datetime64 object. - */ - - /*--- Wrapped vars code ---*/ - - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_1); - if (__pyx_m) { - if (__pyx_d) { - __Pyx_AddTraceback("init nms.cpu_nms", __pyx_clineno, __pyx_lineno, __pyx_filename); - } - Py_CLEAR(__pyx_m); - } else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_ImportError, "init nms.cpu_nms"); - } - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - #if CYTHON_PEP489_MULTI_PHASE_INIT - return (__pyx_m != NULL) ? 0 : -1; - #elif PY_MAJOR_VERSION >= 3 - return __pyx_m; - #else - return; - #endif -} - -/* --- Runtime support code --- */ -/* Refnanny */ -#if CYTHON_REFNANNY -static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) { - PyObject *m = NULL, *p = NULL; - void *r = NULL; - m = PyImport_ImportModule(modname); - if (!m) goto end; - p = PyObject_GetAttrString(m, "RefNannyAPI"); - if (!p) goto end; - r = PyLong_AsVoidPtr(p); -end: - Py_XDECREF(p); - Py_XDECREF(m); - return (__Pyx_RefNannyAPIStruct *)r; -} -#endif - -/* PyObjectGetAttrStr */ -#if CYTHON_USE_TYPE_SLOTS -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); -} -#endif - -/* GetBuiltinName */ -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; -} - -/* RaiseArgTupleInvalid */ -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); -} - -/* RaiseDoubleKeywords */ -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 -} - -/* ParseKeywords */ -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_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 - (__Pyx_PyUnicode_GET_LENGTH(**name) != __Pyx_PyUnicode_GET_LENGTH(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 - (__Pyx_PyUnicode_GET_LENGTH(**argname) != __Pyx_PyUnicode_GET_LENGTH(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; -} - -/* ArgTypeTest */ -static int __Pyx__ArgTypeTest(PyObject *obj, PyTypeObject *type, const char *name, int exact) -{ - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - else if (exact) { - #if PY_MAJOR_VERSION == 2 - if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1; - #endif - } - else { - if (likely(__Pyx_TypeCheck(obj, type))) return 1; - } - PyErr_Format(PyExc_TypeError, - "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; -} - -/* IsLittleEndian */ -static CYTHON_INLINE int __Pyx_Is_Little_Endian(void) -{ - union { - uint32_t u32; - uint8_t u8[4]; - } S; - S.u32 = 0x01020304; - return S.u8[0] == 4; -} - -/* BufferFormatCheck */ -static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx, - __Pyx_BufFmt_StackElem* stack, - __Pyx_TypeInfo* type) { - stack[0].field = &ctx->root; - stack[0].parent_offset = 0; - ctx->root.type = type; - ctx->root.name = "buffer dtype"; - ctx->root.offset = 0; - ctx->head = stack; - ctx->head->field = &ctx->root; - ctx->fmt_offset = 0; - ctx->head->parent_offset = 0; - ctx->new_packmode = '@'; - ctx->enc_packmode = '@'; - ctx->new_count = 1; - ctx->enc_count = 0; - ctx->enc_type = 0; - ctx->is_complex = 0; - ctx->is_valid_array = 0; - ctx->struct_alignment = 0; - while (type->typegroup == 'S') { - ++ctx->head; - ctx->head->field = type->fields; - ctx->head->parent_offset = 0; - type = type->fields->type; - } -} -static int __Pyx_BufFmt_ParseNumber(const char** ts) { - int count; - const char* t = *ts; - if (*t < '0' || *t > '9') { - return -1; - } else { - count = *t++ - '0'; - while (*t >= '0' && *t <= '9') { - count *= 10; - count += *t++ - '0'; - } - } - *ts = t; - return count; -} -static int __Pyx_BufFmt_ExpectNumber(const char **ts) { - int number = __Pyx_BufFmt_ParseNumber(ts); - if (number == -1) - PyErr_Format(PyExc_ValueError,\ - "Does not understand character buffer dtype format string ('%c')", **ts); - return number; -} -static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) { - PyErr_Format(PyExc_ValueError, - "Unexpected format string character: '%c'", ch); -} -static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) { - switch (ch) { - case '?': return "'bool'"; - case 'c': return "'char'"; - case 'b': return "'signed char'"; - case 'B': return "'unsigned char'"; - case 'h': return "'short'"; - case 'H': return "'unsigned short'"; - case 'i': return "'int'"; - case 'I': return "'unsigned int'"; - case 'l': return "'long'"; - case 'L': return "'unsigned long'"; - case 'q': return "'long long'"; - case 'Q': return "'unsigned long long'"; - case 'f': return (is_complex ? "'complex float'" : "'float'"); - case 'd': return (is_complex ? "'complex double'" : "'double'"); - case 'g': return (is_complex ? "'complex long double'" : "'long double'"); - case 'T': return "a struct"; - case 'O': return "Python object"; - case 'P': return "a pointer"; - case 's': case 'p': return "a string"; - case 0: return "end"; - default: return "unparseable format string"; - } -} -static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) { - switch (ch) { - case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; - case 'h': case 'H': return 2; - case 'i': case 'I': case 'l': case 'L': return 4; - case 'q': case 'Q': return 8; - case 'f': return (is_complex ? 8 : 4); - case 'd': return (is_complex ? 16 : 8); - case 'g': { - PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g').."); - return 0; - } - case 'O': case 'P': return sizeof(void*); - default: - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } -} -static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) { - switch (ch) { - case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; - case 'h': case 'H': return sizeof(short); - case 'i': case 'I': return sizeof(int); - case 'l': case 'L': return sizeof(long); - #ifdef HAVE_LONG_LONG - case 'q': case 'Q': return sizeof(PY_LONG_LONG); - #endif - case 'f': return sizeof(float) * (is_complex ? 2 : 1); - case 'd': return sizeof(double) * (is_complex ? 2 : 1); - case 'g': return sizeof(long double) * (is_complex ? 2 : 1); - case 'O': case 'P': return sizeof(void*); - default: { - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } - } -} -typedef struct { char c; short x; } __Pyx_st_short; -typedef struct { char c; int x; } __Pyx_st_int; -typedef struct { char c; long x; } __Pyx_st_long; -typedef struct { char c; float x; } __Pyx_st_float; -typedef struct { char c; double x; } __Pyx_st_double; -typedef struct { char c; long double x; } __Pyx_st_longdouble; -typedef struct { char c; void *x; } __Pyx_st_void_p; -#ifdef HAVE_LONG_LONG -typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong; -#endif -static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) { - switch (ch) { - case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; - case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short); - case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int); - case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long); -#ifdef HAVE_LONG_LONG - case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG); -#endif - case 'f': return sizeof(__Pyx_st_float) - sizeof(float); - case 'd': return sizeof(__Pyx_st_double) - sizeof(double); - case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double); - case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*); - default: - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } -} -/* These are for computing the padding at the end of the struct to align - on the first member of the struct. This will probably the same as above, - but we don't have any guarantees. - */ -typedef struct { short x; char c; } __Pyx_pad_short; -typedef struct { int x; char c; } __Pyx_pad_int; -typedef struct { long x; char c; } __Pyx_pad_long; -typedef struct { float x; char c; } __Pyx_pad_float; -typedef struct { double x; char c; } __Pyx_pad_double; -typedef struct { long double x; char c; } __Pyx_pad_longdouble; -typedef struct { void *x; char c; } __Pyx_pad_void_p; -#ifdef HAVE_LONG_LONG -typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong; -#endif -static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) { - switch (ch) { - case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1; - case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short); - case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int); - case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long); -#ifdef HAVE_LONG_LONG - case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG); -#endif - case 'f': return sizeof(__Pyx_pad_float) - sizeof(float); - case 'd': return sizeof(__Pyx_pad_double) - sizeof(double); - case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double); - case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*); - default: - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } -} -static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) { - switch (ch) { - case 'c': - return 'H'; - case 'b': case 'h': case 'i': - case 'l': case 'q': case 's': case 'p': - return 'I'; - case '?': case 'B': case 'H': case 'I': case 'L': case 'Q': - return 'U'; - case 'f': case 'd': case 'g': - return (is_complex ? 'C' : 'R'); - case 'O': - return 'O'; - case 'P': - return 'P'; - default: { - __Pyx_BufFmt_RaiseUnexpectedChar(ch); - return 0; - } - } -} -static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) { - if (ctx->head == NULL || ctx->head->field == &ctx->root) { - const char* expected; - const char* quote; - if (ctx->head == NULL) { - expected = "end"; - quote = ""; - } else { - expected = ctx->head->field->type->name; - quote = "'"; - } - PyErr_Format(PyExc_ValueError, - "Buffer dtype mismatch, expected %s%s%s but got %s", - quote, expected, quote, - __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex)); - } else { - __Pyx_StructField* field = ctx->head->field; - __Pyx_StructField* parent = (ctx->head - 1)->field; - PyErr_Format(PyExc_ValueError, - "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'", - field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex), - parent->type->name, field->name); - } -} -static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) { - char group; - size_t size, offset, arraysize = 1; - if (ctx->enc_type == 0) return 0; - if (ctx->head->field->type->arraysize[0]) { - int i, ndim = 0; - if (ctx->enc_type == 's' || ctx->enc_type == 'p') { - ctx->is_valid_array = ctx->head->field->type->ndim == 1; - ndim = 1; - if (ctx->enc_count != ctx->head->field->type->arraysize[0]) { - PyErr_Format(PyExc_ValueError, - "Expected a dimension of size %zu, got %zu", - ctx->head->field->type->arraysize[0], ctx->enc_count); - return -1; - } - } - if (!ctx->is_valid_array) { - PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d", - ctx->head->field->type->ndim, ndim); - return -1; - } - for (i = 0; i < ctx->head->field->type->ndim; i++) { - arraysize *= ctx->head->field->type->arraysize[i]; - } - ctx->is_valid_array = 0; - ctx->enc_count = 1; - } - group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex); - do { - __Pyx_StructField* field = ctx->head->field; - __Pyx_TypeInfo* type = field->type; - if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') { - size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex); - } else { - size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex); - } - if (ctx->enc_packmode == '@') { - size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex); - size_t align_mod_offset; - if (align_at == 0) return -1; - align_mod_offset = ctx->fmt_offset % align_at; - if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset; - if (ctx->struct_alignment == 0) - ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type, - ctx->is_complex); - } - if (type->size != size || type->typegroup != group) { - if (type->typegroup == 'C' && type->fields != NULL) { - size_t parent_offset = ctx->head->parent_offset + field->offset; - ++ctx->head; - ctx->head->field = type->fields; - ctx->head->parent_offset = parent_offset; - continue; - } - if ((type->typegroup == 'H' || group == 'H') && type->size == size) { - } else { - __Pyx_BufFmt_RaiseExpected(ctx); - return -1; - } - } - offset = ctx->head->parent_offset + field->offset; - if (ctx->fmt_offset != offset) { - PyErr_Format(PyExc_ValueError, - "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected", - (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset); - return -1; - } - ctx->fmt_offset += size; - if (arraysize) - ctx->fmt_offset += (arraysize - 1) * size; - --ctx->enc_count; - while (1) { - if (field == &ctx->root) { - ctx->head = NULL; - if (ctx->enc_count != 0) { - __Pyx_BufFmt_RaiseExpected(ctx); - return -1; - } - break; - } - ctx->head->field = ++field; - if (field->type == NULL) { - --ctx->head; - field = ctx->head->field; - continue; - } else if (field->type->typegroup == 'S') { - size_t parent_offset = ctx->head->parent_offset + field->offset; - if (field->type->fields->type == NULL) continue; - field = field->type->fields; - ++ctx->head; - ctx->head->field = field; - ctx->head->parent_offset = parent_offset; - break; - } else { - break; - } - } - } while (ctx->enc_count); - ctx->enc_type = 0; - ctx->is_complex = 0; - return 0; -} -static PyObject * -__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp) -{ - const char *ts = *tsp; - int i = 0, number, ndim; - ++ts; - if (ctx->new_count != 1) { - PyErr_SetString(PyExc_ValueError, - "Cannot handle repeated arrays in format string"); - return NULL; - } - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ndim = ctx->head->field->type->ndim; - while (*ts && *ts != ')') { - switch (*ts) { - case ' ': case '\f': case '\r': case '\n': case '\t': case '\v': continue; - default: break; - } - number = __Pyx_BufFmt_ExpectNumber(&ts); - if (number == -1) return NULL; - if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i]) - return PyErr_Format(PyExc_ValueError, - "Expected a dimension of size %zu, got %d", - ctx->head->field->type->arraysize[i], number); - if (*ts != ',' && *ts != ')') - return PyErr_Format(PyExc_ValueError, - "Expected a comma in format string, got '%c'", *ts); - if (*ts == ',') ts++; - i++; - } - if (i != ndim) - return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d", - ctx->head->field->type->ndim, i); - if (!*ts) { - PyErr_SetString(PyExc_ValueError, - "Unexpected end of format string, expected ')'"); - return NULL; - } - ctx->is_valid_array = 1; - ctx->new_count = 1; - *tsp = ++ts; - return Py_None; -} -static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) { - int got_Z = 0; - while (1) { - switch(*ts) { - case 0: - if (ctx->enc_type != 0 && ctx->head == NULL) { - __Pyx_BufFmt_RaiseExpected(ctx); - return NULL; - } - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - if (ctx->head != NULL) { - __Pyx_BufFmt_RaiseExpected(ctx); - return NULL; - } - return ts; - case ' ': - case '\r': - case '\n': - ++ts; - break; - case '<': - if (!__Pyx_Is_Little_Endian()) { - PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler"); - return NULL; - } - ctx->new_packmode = '='; - ++ts; - break; - case '>': - case '!': - if (__Pyx_Is_Little_Endian()) { - PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler"); - return NULL; - } - ctx->new_packmode = '='; - ++ts; - break; - case '=': - case '@': - case '^': - ctx->new_packmode = *ts++; - break; - case 'T': - { - const char* ts_after_sub; - size_t i, struct_count = ctx->new_count; - size_t struct_alignment = ctx->struct_alignment; - ctx->new_count = 1; - ++ts; - if (*ts != '{') { - PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'"); - return NULL; - } - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->enc_type = 0; - ctx->enc_count = 0; - ctx->struct_alignment = 0; - ++ts; - ts_after_sub = ts; - for (i = 0; i != struct_count; ++i) { - ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts); - if (!ts_after_sub) return NULL; - } - ts = ts_after_sub; - if (struct_alignment) ctx->struct_alignment = struct_alignment; - } - break; - case '}': - { - size_t alignment = ctx->struct_alignment; - ++ts; - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->enc_type = 0; - if (alignment && ctx->fmt_offset % alignment) { - ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment); - } - } - return ts; - case 'x': - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->fmt_offset += ctx->new_count; - ctx->new_count = 1; - ctx->enc_count = 0; - ctx->enc_type = 0; - ctx->enc_packmode = ctx->new_packmode; - ++ts; - break; - case 'Z': - got_Z = 1; - ++ts; - if (*ts != 'f' && *ts != 'd' && *ts != 'g') { - __Pyx_BufFmt_RaiseUnexpectedChar('Z'); - return NULL; - } - CYTHON_FALLTHROUGH; - case '?': case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I': - case 'l': case 'L': case 'q': case 'Q': - case 'f': case 'd': case 'g': - case 'O': case 'p': - if ((ctx->enc_type == *ts) && (got_Z == ctx->is_complex) && - (ctx->enc_packmode == ctx->new_packmode) && (!ctx->is_valid_array)) { - ctx->enc_count += ctx->new_count; - ctx->new_count = 1; - got_Z = 0; - ++ts; - break; - } - CYTHON_FALLTHROUGH; - case 's': - if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL; - ctx->enc_count = ctx->new_count; - ctx->enc_packmode = ctx->new_packmode; - ctx->enc_type = *ts; - ctx->is_complex = got_Z; - ++ts; - ctx->new_count = 1; - got_Z = 0; - break; - case ':': - ++ts; - while(*ts != ':') ++ts; - ++ts; - break; - case '(': - if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL; - break; - default: - { - int number = __Pyx_BufFmt_ExpectNumber(&ts); - if (number == -1) return NULL; - ctx->new_count = (size_t)number; - } - } - } -} - -/* BufferGetAndValidate */ - static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { - if (unlikely(info->buf == NULL)) return; - if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL; - __Pyx_ReleaseBuffer(info); -} -static void __Pyx_ZeroBuffer(Py_buffer* buf) { - buf->buf = NULL; - buf->obj = NULL; - buf->strides = __Pyx_zeros; - buf->shape = __Pyx_zeros; - buf->suboffsets = __Pyx_minusones; -} -static int __Pyx__GetBufferAndValidate( - Py_buffer* buf, PyObject* obj, __Pyx_TypeInfo* dtype, int flags, - int nd, int cast, __Pyx_BufFmt_StackElem* stack) -{ - buf->buf = NULL; - if (unlikely(__Pyx_GetBuffer(obj, buf, flags) == -1)) { - __Pyx_ZeroBuffer(buf); - return -1; - } - if (unlikely(buf->ndim != nd)) { - PyErr_Format(PyExc_ValueError, - "Buffer has wrong number of dimensions (expected %d, got %d)", - nd, buf->ndim); - goto fail; - } - if (!cast) { - __Pyx_BufFmt_Context ctx; - __Pyx_BufFmt_Init(&ctx, stack, dtype); - if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail; - } - if (unlikely((size_t)buf->itemsize != dtype->size)) { - PyErr_Format(PyExc_ValueError, - "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)", - buf->itemsize, (buf->itemsize > 1) ? "s" : "", - dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : ""); - goto fail; - } - if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones; - return 0; -fail:; - __Pyx_SafeReleaseBuffer(buf); - return -1; -} - -/* GetItemInt */ - static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { - PyObject *r; - if (!j) return NULL; - r = PyObject_GetItem(o, j); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyList_GET_SIZE(o); - } - if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyList_GET_SIZE(o)))) { - PyObject *r = PyList_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS - Py_ssize_t wrapped_i = i; - if (wraparound & unlikely(i < 0)) { - wrapped_i += PyTuple_GET_SIZE(o); - } - if ((!boundscheck) || likely(__Pyx_is_valid_index(wrapped_i, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, wrapped_i); - Py_INCREF(r); - return r; - } - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -#else - return PySequence_GetItem(o, i); -#endif -} -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i, int is_list, - CYTHON_NCP_UNUSED int wraparound, - CYTHON_NCP_UNUSED int boundscheck) { -#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS && CYTHON_USE_TYPE_SLOTS - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o); - if ((!boundscheck) || (likely(__Pyx_is_valid_index(n, PyList_GET_SIZE(o))))) { - PyObject *r = PyList_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } - else if (PyTuple_CheckExact(o)) { - Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o); - if ((!boundscheck) || likely(__Pyx_is_valid_index(n, PyTuple_GET_SIZE(o)))) { - PyObject *r = PyTuple_GET_ITEM(o, n); - Py_INCREF(r); - return r; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_item)) { - if (wraparound && unlikely(i < 0) && likely(m->sq_length)) { - Py_ssize_t l = m->sq_length(o); - if (likely(l >= 0)) { - i += l; - } else { - if (!PyErr_ExceptionMatches(PyExc_OverflowError)) - return NULL; - PyErr_Clear(); - } - } - return m->sq_item(o, i); - } - } -#else - if (is_list || PySequence_Check(o)) { - return PySequence_GetItem(o, i); - } -#endif - return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i)); -} - -/* ObjectGetItem */ - #if CYTHON_USE_TYPE_SLOTS -static PyObject *__Pyx_PyObject_GetIndex(PyObject *obj, PyObject* index) { - PyObject *runerr; - Py_ssize_t key_value; - PySequenceMethods *m = Py_TYPE(obj)->tp_as_sequence; - if (unlikely(!(m && m->sq_item))) { - PyErr_Format(PyExc_TypeError, "'%.200s' object is not subscriptable", Py_TYPE(obj)->tp_name); - return NULL; - } - key_value = __Pyx_PyIndex_AsSsize_t(index); - if (likely(key_value != -1 || !(runerr = PyErr_Occurred()))) { - return __Pyx_GetItemInt_Fast(obj, key_value, 0, 1, 1); - } - if (PyErr_GivenExceptionMatches(runerr, PyExc_OverflowError)) { - PyErr_Clear(); - PyErr_Format(PyExc_IndexError, "cannot fit '%.200s' into an index-sized integer", Py_TYPE(index)->tp_name); - } - return NULL; -} -static PyObject *__Pyx_PyObject_GetItem(PyObject *obj, PyObject* key) { - PyMappingMethods *m = Py_TYPE(obj)->tp_as_mapping; - if (likely(m && m->mp_subscript)) { - return m->mp_subscript(obj, key); - } - return __Pyx_PyObject_GetIndex(obj, key); -} -#endif - -/* ExtTypeTest */ - static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_SetString(PyExc_SystemError, "Missing type object"); - return 0; - } - if (likely(__Pyx_TypeCheck(obj, type))) - return 1; - PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s", - Py_TYPE(obj)->tp_name, type->tp_name); - return 0; -} - -/* PyIntBinop */ - #if !CYTHON_COMPILING_IN_PYPY -static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, int inplace, int zerodivision_check) { - (void)inplace; - (void)zerodivision_check; - #if PY_MAJOR_VERSION < 3 - if (likely(PyInt_CheckExact(op1))) { - const long b = intval; - long x; - long a = PyInt_AS_LONG(op1); - x = (long)((unsigned long)a + b); - if (likely((x^a) >= 0 || (x^b) >= 0)) - return PyInt_FromLong(x); - return PyLong_Type.tp_as_number->nb_add(op1, op2); - } - #endif - #if CYTHON_USE_PYLONG_INTERNALS - if (likely(PyLong_CheckExact(op1))) { - const long b = intval; - long a, x; -#ifdef HAVE_LONG_LONG - const PY_LONG_LONG llb = intval; - PY_LONG_LONG lla, llx; -#endif - const digit* digits = ((PyLongObject*)op1)->ob_digit; - const Py_ssize_t size = Py_SIZE(op1); - if (likely(__Pyx_sst_abs(size) <= 1)) { - a = likely(size) ? digits[0] : 0; - if (size == -1) a = -a; - } else { - switch (size) { - case -2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 2: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) { - lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 3: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) { - lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case -4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - case 4: - if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])); - break; -#ifdef HAVE_LONG_LONG - } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) { - lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0])); - goto long_long; -#endif - } - CYTHON_FALLTHROUGH; - default: return PyLong_Type.tp_as_number->nb_add(op1, op2); - } - } - x = a + b; - return PyLong_FromLong(x); -#ifdef HAVE_LONG_LONG - long_long: - llx = lla + llb; - return PyLong_FromLongLong(llx); -#endif - - - } - #endif - if (PyFloat_CheckExact(op1)) { - const long b = intval; - double a = PyFloat_AS_DOUBLE(op1); - double result; - PyFPE_START_PROTECT("add", return NULL) - result = ((double)a) + (double)b; - PyFPE_END_PROTECT(result) - return PyFloat_FromDouble(result); - } - return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2); -} -#endif - -/* PyFunctionFastCall */ - #if CYTHON_FAST_PYCALL -static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na, - PyObject *globals) { - PyFrameObject *f; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject **fastlocals; - Py_ssize_t i; - PyObject *result; - assert(globals != NULL); - /* XXX Perhaps we should create a specialized - PyFrame_New() that doesn't take locals, but does - take builtins without sanity checking them. - */ - assert(tstate != NULL); - f = PyFrame_New(tstate, co, globals, NULL); - if (f == NULL) { - return NULL; - } - fastlocals = __Pyx_PyFrame_GetLocalsplus(f); - for (i = 0; i < na; i++) { - Py_INCREF(*args); - fastlocals[i] = *args++; - } - result = PyEval_EvalFrameEx(f,0); - ++tstate->recursion_depth; - Py_DECREF(f); - --tstate->recursion_depth; - return result; -} -#if 1 || PY_VERSION_HEX < 0x030600B1 -static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, Py_ssize_t nargs, PyObject *kwargs) { - PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func); - PyObject *globals = PyFunction_GET_GLOBALS(func); - PyObject *argdefs = PyFunction_GET_DEFAULTS(func); - PyObject *closure; -#if PY_MAJOR_VERSION >= 3 - PyObject *kwdefs; -#endif - PyObject *kwtuple, **k; - PyObject **d; - Py_ssize_t nd; - Py_ssize_t nk; - PyObject *result; - assert(kwargs == NULL || PyDict_Check(kwargs)); - nk = kwargs ? PyDict_Size(kwargs) : 0; - if (Py_EnterRecursiveCall((char*)" while calling a Python object")) { - return NULL; - } - if ( -#if PY_MAJOR_VERSION >= 3 - co->co_kwonlyargcount == 0 && -#endif - likely(kwargs == NULL || nk == 0) && - co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) { - if (argdefs == NULL && co->co_argcount == nargs) { - result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals); - goto done; - } - else if (nargs == 0 && argdefs != NULL - && co->co_argcount == Py_SIZE(argdefs)) { - /* function called with no arguments, but all parameters have - a default value: use default values as arguments .*/ - args = &PyTuple_GET_ITEM(argdefs, 0); - result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals); - goto done; - } - } - if (kwargs != NULL) { - Py_ssize_t pos, i; - kwtuple = PyTuple_New(2 * nk); - if (kwtuple == NULL) { - result = NULL; - goto done; - } - k = &PyTuple_GET_ITEM(kwtuple, 0); - pos = i = 0; - while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) { - Py_INCREF(k[i]); - Py_INCREF(k[i+1]); - i += 2; - } - nk = i / 2; - } - else { - kwtuple = NULL; - k = NULL; - } - closure = PyFunction_GET_CLOSURE(func); -#if PY_MAJOR_VERSION >= 3 - kwdefs = PyFunction_GET_KW_DEFAULTS(func); -#endif - if (argdefs != NULL) { - d = &PyTuple_GET_ITEM(argdefs, 0); - nd = Py_SIZE(argdefs); - } - else { - d = NULL; - nd = 0; - } -#if PY_MAJOR_VERSION >= 3 - result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL, - args, (int)nargs, - k, (int)nk, - d, (int)nd, kwdefs, closure); -#else - result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL, - args, (int)nargs, - k, (int)nk, - d, (int)nd, closure); -#endif - Py_XDECREF(kwtuple); -done: - Py_LeaveRecursiveCall(); - return result; -} -#endif -#endif - -/* PyObjectCall */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) { - PyObject *result; - ternaryfunc call = Py_TYPE(func)->tp_call; - if (unlikely(!call)) - return PyObject_Call(func, arg, kw); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = (*call)(func, arg, kw); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallMethO */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) { - PyObject *self, *result; - PyCFunction cfunc; - cfunc = PyCFunction_GET_FUNCTION(func); - self = PyCFunction_GET_SELF(func); - if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object"))) - return NULL; - result = cfunc(self, arg); - Py_LeaveRecursiveCall(); - if (unlikely(!result) && unlikely(!PyErr_Occurred())) { - PyErr_SetString( - PyExc_SystemError, - "NULL result without error in PyObject_Call"); - } - return result; -} -#endif - -/* PyObjectCallNoArg */ - #if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, NULL, 0); - } -#endif -#ifdef __Pyx_CyFunction_USED - if (likely(PyCFunction_Check(func) || __Pyx_CyFunction_Check(func))) -#else - if (likely(PyCFunction_Check(func))) -#endif - { - if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) { - return __Pyx_PyObject_CallMethO(func, NULL); - } - } - return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL); -} -#endif - -/* PyCFunctionFastCall */ - #if CYTHON_FAST_PYCCALL -static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) { - PyCFunctionObject *func = (PyCFunctionObject*)func_obj; - PyCFunction meth = PyCFunction_GET_FUNCTION(func); - PyObject *self = PyCFunction_GET_SELF(func); - int flags = PyCFunction_GET_FLAGS(func); - assert(PyCFunction_Check(func)); - assert(METH_FASTCALL == (flags & ~(METH_CLASS | METH_STATIC | METH_COEXIST | METH_KEYWORDS | METH_STACKLESS))); - assert(nargs >= 0); - assert(nargs == 0 || args != NULL); - /* _PyCFunction_FastCallDict() must not be called with an exception set, - because it may clear it (directly or indirectly) and so the - caller loses its exception */ - assert(!PyErr_Occurred()); - if ((PY_VERSION_HEX < 0x030700A0) || unlikely(flags & METH_KEYWORDS)) { - return (*((__Pyx_PyCFunctionFastWithKeywords)(void*)meth)) (self, args, nargs, NULL); - } else { - return (*((__Pyx_PyCFunctionFast)(void*)meth)) (self, args, nargs); - } -} -#endif - -/* PyObjectCallOneArg */ - #if CYTHON_COMPILING_IN_CPYTHON -static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_New(1); - if (unlikely(!args)) return NULL; - Py_INCREF(arg); - PyTuple_SET_ITEM(args, 0, arg); - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { -#if CYTHON_FAST_PYCALL - if (PyFunction_Check(func)) { - return __Pyx_PyFunction_FastCall(func, &arg, 1); - } -#endif - if (likely(PyCFunction_Check(func))) { - if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) { - return __Pyx_PyObject_CallMethO(func, arg); -#if CYTHON_FAST_PYCCALL - } else if (__Pyx_PyFastCFunction_Check(func)) { - return __Pyx_PyCFunction_FastCall(func, &arg, 1); -#endif - } - } - return __Pyx__PyObject_CallOneArg(func, arg); -} -#else -static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) { - PyObject *result; - PyObject *args = PyTuple_Pack(1, arg); - if (unlikely(!args)) return NULL; - result = __Pyx_PyObject_Call(func, args, NULL); - Py_DECREF(args); - return result; -} -#endif - -/* PyDictVersioning */ - #if CYTHON_USE_DICT_VERSIONS && CYTHON_USE_TYPE_SLOTS -static CYTHON_INLINE PY_UINT64_T __Pyx_get_tp_dict_version(PyObject *obj) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - return likely(dict) ? __PYX_GET_DICT_VERSION(dict) : 0; -} -static CYTHON_INLINE PY_UINT64_T __Pyx_get_object_dict_version(PyObject *obj) { - PyObject **dictptr = NULL; - Py_ssize_t offset = Py_TYPE(obj)->tp_dictoffset; - if (offset) { -#if CYTHON_COMPILING_IN_CPYTHON - dictptr = (likely(offset > 0)) ? (PyObject **) ((char *)obj + offset) : _PyObject_GetDictPtr(obj); -#else - dictptr = _PyObject_GetDictPtr(obj); -#endif - } - return (dictptr && *dictptr) ? __PYX_GET_DICT_VERSION(*dictptr) : 0; -} -static CYTHON_INLINE int __Pyx_object_dict_version_matches(PyObject* obj, PY_UINT64_T tp_dict_version, PY_UINT64_T obj_dict_version) { - PyObject *dict = Py_TYPE(obj)->tp_dict; - if (unlikely(!dict) || unlikely(tp_dict_version != __PYX_GET_DICT_VERSION(dict))) - return 0; - return obj_dict_version == __Pyx_get_object_dict_version(obj); -} -#endif - -/* GetModuleGlobalName */ - #if CYTHON_USE_DICT_VERSIONS -static PyObject *__Pyx__GetModuleGlobalName(PyObject *name, PY_UINT64_T *dict_version, PyObject **dict_cached_value) -#else -static CYTHON_INLINE PyObject *__Pyx__GetModuleGlobalName(PyObject *name) -#endif -{ - PyObject *result; -#if !CYTHON_AVOID_BORROWED_REFS -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x030500A1 - result = _PyDict_GetItem_KnownHash(__pyx_d, name, ((PyASCIIObject *) name)->hash); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } else if (unlikely(PyErr_Occurred())) { - return NULL; - } -#else - result = PyDict_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } -#endif -#else - result = PyObject_GetItem(__pyx_d, name); - __PYX_UPDATE_DICT_CACHE(__pyx_d, result, *dict_cached_value, *dict_version) - if (likely(result)) { - return __Pyx_NewRef(result); - } - PyErr_Clear(); -#endif - return __Pyx_GetBuiltinName(name); -} - -/* BufferIndexError */ - static void __Pyx_RaiseBufferIndexError(int axis) { - PyErr_Format(PyExc_IndexError, - "Out of bounds on buffer access (axis %d)", axis); -} - -/* PyErrFetchRestore */ - #if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - tmp_type = tstate->curexc_type; - tmp_value = tstate->curexc_value; - tmp_tb = tstate->curexc_traceback; - tstate->curexc_type = type; - tstate->curexc_value = value; - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { - *type = tstate->curexc_type; - *value = tstate->curexc_value; - *tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -} -#endif - -/* PyObjectCall2Args */ - static CYTHON_UNUSED PyObject* __Pyx_PyObject_Call2Args(PyObject* function, PyObject* arg1, PyObject* arg2) { - PyObject *args, *result = NULL; - #if CYTHON_FAST_PYCALL - if (PyFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyFunction_FastCall(function, args, 2); - } - #endif - #if CYTHON_FAST_PYCCALL - if (__Pyx_PyFastCFunction_Check(function)) { - PyObject *args[2] = {arg1, arg2}; - return __Pyx_PyCFunction_FastCall(function, args, 2); - } - #endif - args = PyTuple_New(2); - if (unlikely(!args)) goto done; - Py_INCREF(arg1); - PyTuple_SET_ITEM(args, 0, arg1); - Py_INCREF(arg2); - PyTuple_SET_ITEM(args, 1, arg2); - Py_INCREF(function); - result = __Pyx_PyObject_Call(function, args, NULL); - Py_DECREF(args); - Py_DECREF(function); -done: - return result; -} - -/* GetTopmostException */ - #if CYTHON_USE_EXC_INFO_STACK -static _PyErr_StackItem * -__Pyx_PyErr_GetTopmostException(PyThreadState *tstate) -{ - _PyErr_StackItem *exc_info = tstate->exc_info; - while ((exc_info->exc_type == NULL || exc_info->exc_type == Py_None) && - exc_info->previous_item != NULL) - { - exc_info = exc_info->previous_item; - } - return exc_info; -} -#endif - -/* SaveResetException */ - #if CYTHON_FAST_THREAD_STATE -static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) { - #if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = __Pyx_PyErr_GetTopmostException(tstate); - *type = exc_info->exc_type; - *value = exc_info->exc_value; - *tb = exc_info->exc_traceback; - #else - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - #endif - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -} -static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; - #if CYTHON_USE_EXC_INFO_STACK - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = type; - exc_info->exc_value = value; - exc_info->exc_traceback = tb; - #else - 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; - #endif - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -} -#endif - -/* PyErrExceptionMatches */ - #if CYTHON_FAST_THREAD_STATE -static int __Pyx_PyErr_ExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i=0; icurexc_type; - if (exc_type == err) return 1; - if (unlikely(!exc_type)) return 0; - if (unlikely(PyTuple_Check(err))) - return __Pyx_PyErr_ExceptionMatchesTuple(exc_type, err); - return __Pyx_PyErr_GivenExceptionMatches(exc_type, err); -} -#endif - -/* GetException */ - #if CYTHON_FAST_THREAD_STATE -static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) -#else -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) -#endif -{ - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_FAST_THREAD_STATE - PyObject *tmp_type, *tmp_value, *tmp_tb; - 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_FAST_THREAD_STATE - 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_FAST_THREAD_STATE - #if CYTHON_USE_EXC_INFO_STACK - { - _PyErr_StackItem *exc_info = tstate->exc_info; - tmp_type = exc_info->exc_type; - tmp_value = exc_info->exc_value; - tmp_tb = exc_info->exc_traceback; - exc_info->exc_type = local_type; - exc_info->exc_value = local_value; - exc_info->exc_traceback = local_tb; - } - #else - 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; - #endif - 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; -} - -/* RaiseException */ - #if PY_MAJOR_VERSION < 3 -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, - CYTHON_UNUSED PyObject *cause) { - __Pyx_PyThreadState_declare - Py_XINCREF(type); - if (!value || value == Py_None) - value = NULL; - else - Py_INCREF(value); - if (!tb || tb == Py_None) - tb = NULL; - else { - Py_INCREF(tb); - if (!PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto raise_error; - } - } - if (PyType_Check(type)) { -#if CYTHON_COMPILING_IN_PYPY - if (!value) { - Py_INCREF(Py_None); - value = Py_None; - } -#endif - PyErr_NormalizeException(&type, &value, &tb); - } else { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto raise_error; - } - value = type; - type = (PyObject*) Py_TYPE(type); - Py_INCREF(type); - if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto raise_error; - } - } - __Pyx_PyThreadState_assign - __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) { - PyObject* owned_instance = NULL; - if (tb == Py_None) { - tb = 0; - } else if (tb && !PyTraceBack_Check(tb)) { - PyErr_SetString(PyExc_TypeError, - "raise: arg 3 must be a traceback or None"); - goto bad; - } - if (value == Py_None) - value = 0; - if (PyExceptionInstance_Check(type)) { - if (value) { - PyErr_SetString(PyExc_TypeError, - "instance exception may not have a separate value"); - goto bad; - } - value = type; - type = (PyObject*) Py_TYPE(value); - } else if (PyExceptionClass_Check(type)) { - PyObject *instance_class = NULL; - if (value && PyExceptionInstance_Check(value)) { - instance_class = (PyObject*) Py_TYPE(value); - if (instance_class != type) { - int is_subclass = PyObject_IsSubclass(instance_class, type); - if (!is_subclass) { - instance_class = NULL; - } else if (unlikely(is_subclass == -1)) { - goto bad; - } else { - type = instance_class; - } - } - } - if (!instance_class) { - PyObject *args; - if (!value) - args = PyTuple_New(0); - else if (PyTuple_Check(value)) { - Py_INCREF(value); - args = value; - } else - args = PyTuple_Pack(1, value); - if (!args) - goto bad; - owned_instance = PyObject_Call(type, args, NULL); - Py_DECREF(args); - if (!owned_instance) - goto bad; - value = owned_instance; - if (!PyExceptionInstance_Check(value)) { - PyErr_Format(PyExc_TypeError, - "calling %R should have returned an instance of " - "BaseException, not %R", - type, Py_TYPE(value)); - goto bad; - } - } - } else { - PyErr_SetString(PyExc_TypeError, - "raise: exception class must be a subclass of BaseException"); - goto bad; - } - if (cause) { - PyObject *fixed_cause; - if (cause == Py_None) { - fixed_cause = NULL; - } else if (PyExceptionClass_Check(cause)) { - fixed_cause = PyObject_CallObject(cause, NULL); - if (fixed_cause == NULL) - goto bad; - } else if (PyExceptionInstance_Check(cause)) { - fixed_cause = cause; - Py_INCREF(fixed_cause); - } else { - PyErr_SetString(PyExc_TypeError, - "exception causes must derive from " - "BaseException"); - goto bad; - } - PyException_SetCause(value, fixed_cause); - } - PyErr_SetObject(type, value); - if (tb) { -#if CYTHON_COMPILING_IN_PYPY - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb); - Py_INCREF(tb); - PyErr_Restore(tmp_type, tmp_value, tb); - Py_XDECREF(tmp_tb); -#else - PyThreadState *tstate = __Pyx_PyThreadState_Current; - PyObject* tmp_tb = tstate->curexc_traceback; - if (tb != tmp_tb) { - Py_INCREF(tb); - tstate->curexc_traceback = tb; - Py_XDECREF(tmp_tb); - } -#endif - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -/* TypeImport */ - #ifndef __PYX_HAVE_RT_ImportType -#define __PYX_HAVE_RT_ImportType -static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *module_name, const char *class_name, - size_t size, enum __Pyx_ImportType_CheckSize check_size) -{ - PyObject *result = 0; - char warning[200]; - Py_ssize_t basicsize; -#ifdef Py_LIMITED_API - PyObject *py_basicsize; -#endif - result = PyObject_GetAttrString(module, class_name); - if (!result) - goto bad; - if (!PyType_Check(result)) { - PyErr_Format(PyExc_TypeError, - "%.200s.%.200s is not a type object", - module_name, class_name); - goto bad; - } -#ifndef Py_LIMITED_API - basicsize = ((PyTypeObject *)result)->tp_basicsize; -#else - py_basicsize = PyObject_GetAttrString(result, "__basicsize__"); - if (!py_basicsize) - goto bad; - basicsize = PyLong_AsSsize_t(py_basicsize); - Py_DECREF(py_basicsize); - py_basicsize = 0; - if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred()) - goto bad; -#endif - if ((size_t)basicsize < size) { - PyErr_Format(PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, class_name, size, basicsize); - goto bad; - } - if (check_size == __Pyx_ImportType_CheckSize_Error && (size_t)basicsize != size) { - PyErr_Format(PyExc_ValueError, - "%.200s.%.200s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, class_name, size, basicsize); - goto bad; - } - else if (check_size == __Pyx_ImportType_CheckSize_Warn && (size_t)basicsize > size) { - PyOS_snprintf(warning, sizeof(warning), - "%s.%s size changed, may indicate binary incompatibility. " - "Expected %zd from C header, got %zd from PyObject", - module_name, class_name, size, basicsize); - if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad; - } - return (PyTypeObject *)result; -bad: - Py_XDECREF(result); - return NULL; -} -#endif - -/* Import */ - 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_MAJOR_VERSION < 3 - 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_MAJOR_VERSION >= 3 - if (level == -1) { - if ((1) && (strchr(__Pyx_MODULE_NAME, '.'))) { - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, 1); - if (!module) { - if (!PyErr_ExceptionMatches(PyExc_ImportError)) - goto bad; - PyErr_Clear(); - } - } - level = 0; - } - #endif - if (!module) { - #if PY_MAJOR_VERSION < 3 - PyObject *py_level = PyInt_FromLong(level); - if (!py_level) - goto bad; - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, py_level, (PyObject *)NULL); - Py_DECREF(py_level); - #else - module = PyImport_ImportModuleLevelObject( - name, global_dict, empty_dict, list, level); - #endif - } - } -bad: - #if PY_MAJOR_VERSION < 3 - Py_XDECREF(py_import); - #endif - Py_XDECREF(empty_list); - Py_XDECREF(empty_dict); - return module; -} - -/* CLineInTraceback */ - #ifndef CYTHON_CLINE_IN_TRACEBACK -static int __Pyx_CLineForTraceback(CYTHON_NCP_UNUSED PyThreadState *tstate, int c_line) { - PyObject *use_cline; - PyObject *ptype, *pvalue, *ptraceback; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject **cython_runtime_dict; -#endif - if (unlikely(!__pyx_cython_runtime)) { - return c_line; - } - __Pyx_ErrFetchInState(tstate, &ptype, &pvalue, &ptraceback); -#if CYTHON_COMPILING_IN_CPYTHON - cython_runtime_dict = _PyObject_GetDictPtr(__pyx_cython_runtime); - if (likely(cython_runtime_dict)) { - __PYX_PY_DICT_LOOKUP_IF_MODIFIED( - use_cline, *cython_runtime_dict, - __Pyx_PyDict_GetItemStr(*cython_runtime_dict, __pyx_n_s_cline_in_traceback)) - } else -#endif - { - PyObject *use_cline_obj = __Pyx_PyObject_GetAttrStr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback); - if (use_cline_obj) { - use_cline = PyObject_Not(use_cline_obj) ? Py_False : Py_True; - Py_DECREF(use_cline_obj); - } else { - PyErr_Clear(); - use_cline = NULL; - } - } - if (!use_cline) { - c_line = 0; - PyObject_SetAttr(__pyx_cython_runtime, __pyx_n_s_cline_in_traceback, Py_False); - } - else if (use_cline == Py_False || (use_cline != Py_True && PyObject_Not(use_cline) != 0)) { - c_line = 0; - } - __Pyx_ErrRestoreInState(tstate, ptype, pvalue, ptraceback); - return c_line; -} -#endif - -/* CodeObjectCache */ - 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 - start) / 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, ((size_t)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); -} - -/* AddTraceback */ - #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, - 0, - 0, - 0, - 0, - __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, - __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; - PyFrameObject *py_frame = 0; - PyThreadState *tstate = __Pyx_PyThreadState_Current; - if (c_line) { - c_line = __Pyx_CLineForTraceback(tstate, c_line); - } - 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_frame = PyFrame_New( - tstate, /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - __pyx_d, /*PyObject *globals,*/ - 0 /*PyObject *locals*/ - ); - if (!py_frame) goto bad; - __Pyx_PyFrame_SetLineNumber(py_frame, py_line); - PyTraceBack_Here(py_frame); -bad: - Py_XDECREF(py_code); - Py_XDECREF(py_frame); -} - -#if PY_MAJOR_VERSION < 3 -static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { - if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags); - PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name); - return -1; -} -static void __Pyx_ReleaseBuffer(Py_buffer *view) { - PyObject *obj = view->obj; - if (!obj) return; - if (PyObject_CheckBuffer(obj)) { - PyBuffer_Release(view); - return; - } - if ((0)) {} - view->obj = NULL; - Py_DECREF(obj); -} -#endif - - - /* CIntFromPyVerify */ - #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0) -#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\ - __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1) -#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\ - {\ - func_type value = func_value;\ - if (sizeof(target_type) < sizeof(func_type)) {\ - if (unlikely(value != (func_type) (target_type) value)) {\ - func_type zero = 0;\ - if (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\ - return (target_type) -1;\ - if (is_unsigned && unlikely(value < zero))\ - goto raise_neg_overflow;\ - else\ - goto raise_overflow;\ - }\ - }\ - return (target_type) value;\ - } - -/* Declarations */ - #if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return ::std::complex< float >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - return x + y*(__pyx_t_float_complex)_Complex_I; - } - #endif -#else - static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) { - __pyx_t_float_complex z; - z.real = x; - z.imag = y; - return z; - } -#endif - -/* Arithmetic */ - #if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - #if 1 - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabsf(b.real) >= fabsf(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag); - } else { - float r = b.imag / b.real; - float s = (float)(1.0) / (b.real + b.imag * r); - return __pyx_t_float_complex_from_parts( - (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); - } - } else { - float r = b.real / b.imag; - float s = (float)(1.0) / (b.imag + b.real * r); - return __pyx_t_float_complex_from_parts( - (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); - } - } - #else - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - if (b.imag == 0) { - return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - float denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_float_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } - } - #endif - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_float_complex a) { - __pyx_t_float_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrtf(z.real*z.real + z.imag*z.imag); - #else - return hypotf(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_float_complex a, __pyx_t_float_complex b) { - __pyx_t_float_complex z; - float r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - float denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_float(a, a); - case 3: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, a); - case 4: - z = __Pyx_c_prod_float(a, a); - return __Pyx_c_prod_float(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = powf(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2f(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_float(a); - theta = atan2f(a.imag, a.real); - } - lnr = logf(r); - z_r = expf(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cosf(z_theta); - z.imag = z_r * sinf(z_theta); - return z; - } - #endif -#endif - -/* Declarations */ - #if CYTHON_CCOMPLEX - #ifdef __cplusplus - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return ::std::complex< double >(x, y); - } - #else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - return x + y*(__pyx_t_double_complex)_Complex_I; - } - #endif -#else - static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) { - __pyx_t_double_complex z; - z.real = x; - z.imag = y; - return z; - } -#endif - -/* Arithmetic */ - #if CYTHON_CCOMPLEX -#else - static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - return (a.real == b.real) && (a.imag == b.imag); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real + b.real; - z.imag = a.imag + b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real - b.real; - z.imag = a.imag - b.imag; - return z; - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - z.real = a.real * b.real - a.imag * b.imag; - z.imag = a.real * b.imag + a.imag * b.real; - return z; - } - #if 1 - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else if (fabs(b.real) >= fabs(b.imag)) { - if (b.real == 0 && b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag); - } else { - double r = b.imag / b.real; - double s = (double)(1.0) / (b.real + b.imag * r); - return __pyx_t_double_complex_from_parts( - (a.real + a.imag * r) * s, (a.imag - a.real * r) * s); - } - } else { - double r = b.real / b.imag; - double s = (double)(1.0) / (b.imag + b.real * r); - return __pyx_t_double_complex_from_parts( - (a.real * r + a.imag) * s, (a.imag * r - a.real) * s); - } - } - #else - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - if (b.imag == 0) { - return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real); - } else { - double denom = b.real * b.real + b.imag * b.imag; - return __pyx_t_double_complex_from_parts( - (a.real * b.real + a.imag * b.imag) / denom, - (a.imag * b.real - a.real * b.imag) / denom); - } - } - #endif - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = -a.real; - z.imag = -a.imag; - return z; - } - static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { - return (a.real == 0) && (a.imag == 0); - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_double_complex a) { - __pyx_t_double_complex z; - z.real = a.real; - z.imag = -a.imag; - return z; - } - #if 1 - static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { - #if !defined(HAVE_HYPOT) || defined(_MSC_VER) - return sqrt(z.real*z.real + z.imag*z.imag); - #else - return hypot(z.real, z.imag); - #endif - } - static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_double_complex a, __pyx_t_double_complex b) { - __pyx_t_double_complex z; - double r, lnr, theta, z_r, z_theta; - if (b.imag == 0 && b.real == (int)b.real) { - if (b.real < 0) { - double denom = a.real * a.real + a.imag * a.imag; - a.real = a.real / denom; - a.imag = -a.imag / denom; - b.real = -b.real; - } - switch ((int)b.real) { - case 0: - z.real = 1; - z.imag = 0; - return z; - case 1: - return a; - case 2: - return __Pyx_c_prod_double(a, a); - case 3: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, a); - case 4: - z = __Pyx_c_prod_double(a, a); - return __Pyx_c_prod_double(z, z); - } - } - if (a.imag == 0) { - if (a.real == 0) { - return a; - } else if (b.imag == 0) { - z.real = pow(a.real, b.real); - z.imag = 0; - return z; - } else if (a.real > 0) { - r = a.real; - theta = 0; - } else { - r = -a.real; - theta = atan2(0.0, -1.0); - } - } else { - r = __Pyx_c_abs_double(a); - theta = atan2(a.imag, a.real); - } - lnr = log(r); - z_r = exp(lnr * b.real - theta * b.imag); - z_theta = theta * b.real + lnr * b.imag; - z.real = z_r * cos(z_theta); - z.imag = z_r * sin(z_theta); - return z; - } - #endif -#endif - -/* CIntFromPy */ - static CYTHON_INLINE unsigned int __Pyx_PyInt_As_unsigned_int(PyObject *x) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - if (sizeof(unsigned int) < sizeof(long)) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, PyInt_AS_LONG(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (unsigned int) val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (unsigned int) 0; - case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, digits[0]) - case 2: - if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 2 * PyLong_SHIFT) { - return (unsigned int) (((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 3 * PyLong_SHIFT) { - return (unsigned int) (((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) >= 4 * PyLong_SHIFT) { - return (unsigned int) (((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (unsigned int) -1; - if (unlikely(result == 1)) - goto raise_neg_overflow; - } -#endif - if (sizeof(unsigned int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (unsigned int) 0; - case -1: __PYX_VERIFY_RETURN_INT(unsigned int, sdigit, (sdigit) (-(sdigit)digits[0])) - case 1: __PYX_VERIFY_RETURN_INT(unsigned int, digit, +digits[0]) - case -2: - if (8 * sizeof(unsigned int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - return (unsigned int) (((unsigned int)-1)*(((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(unsigned int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - return (unsigned int) ((((((unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(unsigned int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - return (unsigned int) (((unsigned int)-1)*(((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(unsigned int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - return (unsigned int) ((((((((unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(unsigned int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { - return (unsigned int) (((unsigned int)-1)*(((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(unsigned int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(unsigned int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(unsigned int) - 1 > 4 * PyLong_SHIFT) { - return (unsigned int) ((((((((((unsigned int)digits[3]) << PyLong_SHIFT) | (unsigned int)digits[2]) << PyLong_SHIFT) | (unsigned int)digits[1]) << PyLong_SHIFT) | (unsigned int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(unsigned int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(unsigned int, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray) - PyErr_SetString(PyExc_RuntimeError, - "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers"); -#else - unsigned int val; - PyObject *v = __Pyx_PyNumber_IntOrLong(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 (unsigned int) -1; - } - } else { - unsigned int val; - PyObject *tmp = __Pyx_PyNumber_IntOrLong(x); - if (!tmp) return (unsigned int) -1; - val = __Pyx_PyInt_As_unsigned_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to unsigned int"); - return (unsigned int) -1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned int"); - return (unsigned int) -1; -} - -/* CIntToPy */ - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const int neg_one = (int) -1, const_zero = (int) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); -#endif - } - } else { - if (sizeof(int) <= sizeof(long)) { - return PyInt_FromLong((long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); -#endif - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(int), - little, !is_unsigned); - } -} - -/* CIntFromPy */ - static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const int neg_one = (int) -1, const_zero = (int) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - 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(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (int) val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (int) 0; - case 1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0]) - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) { - return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) { - return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) { - return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (int) -1; - if (unlikely(result == 1)) - goto raise_neg_overflow; - } -#endif - if (sizeof(int) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (int) 0; - case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0])) - case 1: __PYX_VERIFY_RETURN_INT(int, digit, +digits[0]) - case -2: - if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(int) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(int) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(int) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) { - return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]))); - } - } - break; - } -#endif - if (sizeof(int) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#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_IntOrLong(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_IntOrLong(x); - if (!tmp) return (int) -1; - val = __Pyx_PyInt_As_int(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to int"); - return (int) -1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to int"); - return (int) -1; -} - -/* CIntToPy */ - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const long neg_one = (long) -1, const_zero = (long) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - 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); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); -#endif - } - } else { - if (sizeof(long) <= sizeof(long)) { - return PyInt_FromLong((long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); -#endif - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(long), - little, !is_unsigned); - } -} - -/* CIntToPy */ - static CYTHON_INLINE PyObject* __Pyx_PyInt_From_unsigned_int(unsigned int value) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const unsigned int neg_one = (unsigned int) -1, const_zero = (unsigned int) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - const int is_unsigned = neg_one > const_zero; - if (is_unsigned) { - if (sizeof(unsigned int) < sizeof(long)) { - return PyInt_FromLong((long) value); - } else if (sizeof(unsigned int) <= sizeof(unsigned long)) { - return PyLong_FromUnsignedLong((unsigned long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(unsigned PY_LONG_LONG)) { - return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value); -#endif - } - } else { - if (sizeof(unsigned int) <= sizeof(long)) { - return PyInt_FromLong((long) value); -#ifdef HAVE_LONG_LONG - } else if (sizeof(unsigned int) <= sizeof(PY_LONG_LONG)) { - return PyLong_FromLongLong((PY_LONG_LONG) value); -#endif - } - } - { - int one = 1; int little = (int)*(unsigned char *)&one; - unsigned char *bytes = (unsigned char *)&value; - return _PyLong_FromByteArray(bytes, sizeof(unsigned int), - little, !is_unsigned); - } -} - -/* CIntFromPy */ - static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) { -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic push -#pragma GCC diagnostic ignored "-Wconversion" -#endif - const long neg_one = (long) -1, const_zero = (long) 0; -#ifdef __Pyx_HAS_GCC_DIAGNOSTIC -#pragma GCC diagnostic pop -#endif - 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(x)) - } else { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - goto raise_neg_overflow; - } - return (long) val; - } - } else -#endif - if (likely(PyLong_Check(x))) { - if (is_unsigned) { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (long) 0; - case 1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0]) - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) { - return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) { - return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) { - return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])); - } - } - break; - } -#endif -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(Py_SIZE(x) < 0)) { - goto raise_neg_overflow; - } -#else - { - int result = PyObject_RichCompareBool(x, Py_False, Py_LT); - if (unlikely(result < 0)) - return (long) -1; - if (unlikely(result == 1)) - goto raise_neg_overflow; - } -#endif - if (sizeof(long) <= sizeof(unsigned long)) { - __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x)) -#endif - } - } else { -#if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)x)->ob_digit; - switch (Py_SIZE(x)) { - case 0: return (long) 0; - case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0])) - case 1: __PYX_VERIFY_RETURN_INT(long, digit, +digits[0]) - case -2: - if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case 2: - if (8 * sizeof(long) > 1 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case -3: - if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case 3: - if (8 * sizeof(long) > 2 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case -4: - if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - case 4: - if (8 * sizeof(long) > 3 * PyLong_SHIFT) { - if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) { - __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]))) - } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) { - return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]))); - } - } - break; - } -#endif - if (sizeof(long) <= sizeof(long)) { - __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x)) -#ifdef HAVE_LONG_LONG - } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) { - __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x)) -#endif - } - } - { -#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_IntOrLong(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_IntOrLong(x); - if (!tmp) return (long) -1; - val = __Pyx_PyInt_As_long(tmp); - Py_DECREF(tmp); - return val; - } -raise_overflow: - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to long"); - return (long) -1; -raise_neg_overflow: - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long) -1; -} - -/* FastTypeChecks */ - #if CYTHON_COMPILING_IN_CPYTHON -static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { - while (a) { - a = a->tp_base; - if (a == b) - return 1; - } - return b == &PyBaseObject_Type; -} -static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *b) { - PyObject *mro; - if (a == b) return 1; - mro = a->tp_mro; - if (likely(mro)) { - Py_ssize_t i, n; - n = PyTuple_GET_SIZE(mro); - for (i = 0; i < n; i++) { - if (PyTuple_GET_ITEM(mro, i) == (PyObject *)b) - return 1; - } - return 0; - } - return __Pyx_InBases(a, b); -} -#if PY_MAJOR_VERSION == 2 -static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject* exc_type2) { - PyObject *exception, *value, *tb; - int res; - __Pyx_PyThreadState_declare - __Pyx_PyThreadState_assign - __Pyx_ErrFetch(&exception, &value, &tb); - res = exc_type1 ? PyObject_IsSubclass(err, exc_type1) : 0; - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - if (!res) { - res = PyObject_IsSubclass(err, exc_type2); - if (unlikely(res == -1)) { - PyErr_WriteUnraisable(err); - res = 0; - } - } - __Pyx_ErrRestore(exception, value, tb); - return res; -} -#else -static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObject* exc_type1, PyObject *exc_type2) { - int res = exc_type1 ? __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type1) : 0; - if (!res) { - res = __Pyx_IsSubtype((PyTypeObject*)err, (PyTypeObject*)exc_type2); - } - return res; -} -#endif -static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, PyObject *tuple) { - Py_ssize_t i, n; - assert(PyExceptionClass_Check(exc_type)); - n = PyTuple_GET_SIZE(tuple); -#if PY_MAJOR_VERSION >= 3 - for (i=0; ip) { - #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 - 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; - if (PyObject_Hash(*t->p) == -1) - return -1; - ++t; - } - return 0; -} - -static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str)); -} -static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { - Py_ssize_t ignore; - return __Pyx_PyObject_AsStringAndSize(o, &ignore); -} -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT -#if !CYTHON_PEP393_ENABLED -static const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { - 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 - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -} -#else -static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObject* o, Py_ssize_t *length) { - if (unlikely(__Pyx_PyUnicode_READY(o) == -1)) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (likely(PyUnicode_IS_ASCII(o))) { - *length = PyUnicode_GET_LENGTH(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else - return PyUnicode_AsUTF8AndSize(o, length); -#endif -} -#endif -#endif -static CYTHON_INLINE const 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)) { - return __Pyx_PyUnicode_AsStringAndSize(o, length); - } else -#endif -#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE)) - if (PyByteArray_Check(o)) { - *length = PyByteArray_GET_SIZE(o); - return PyByteArray_AS_STRING(o); - } else -#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 int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { - int retval; - if (unlikely(!x)) return -1; - retval = __Pyx_PyObject_IsTrue(x); - Py_DECREF(x); - return retval; -} -static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* result, const char* type_name) { -#if PY_MAJOR_VERSION >= 3 - if (PyLong_Check(result)) { - if (PyErr_WarnFormat(PyExc_DeprecationWarning, 1, - "__int__ returned non-int (type %.200s). " - "The ability to return an instance of a strict subclass of int " - "is deprecated, and may be removed in a future version of Python.", - Py_TYPE(result)->tp_name)) { - Py_DECREF(result); - return NULL; - } - return result; - } -#endif - PyErr_Format(PyExc_TypeError, - "__%.4s__ returned non-%.4s (type %.200s)", - type_name, type_name, Py_TYPE(result)->tp_name); - Py_DECREF(result); - return NULL; -} -static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(PyObject* x) { -#if CYTHON_USE_TYPE_SLOTS - PyNumberMethods *m; -#endif - const char *name = NULL; - PyObject *res = NULL; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x) || PyLong_Check(x))) -#else - if (likely(PyLong_Check(x))) -#endif - return __Pyx_NewRef(x); -#if CYTHON_USE_TYPE_SLOTS - m = Py_TYPE(x)->tp_as_number; - #if PY_MAJOR_VERSION < 3 - if (m && m->nb_int) { - name = "int"; - res = m->nb_int(x); - } - else if (m && m->nb_long) { - name = "long"; - res = m->nb_long(x); - } - #else - if (likely(m && m->nb_int)) { - name = "int"; - res = m->nb_int(x); - } - #endif -#else - if (!PyBytes_CheckExact(x) && !PyUnicode_CheckExact(x)) { - res = PyNumber_Int(x); - } -#endif - if (likely(res)) { -#if PY_MAJOR_VERSION < 3 - if (unlikely(!PyInt_Check(res) && !PyLong_Check(res))) { -#else - if (unlikely(!PyLong_CheckExact(res))) { -#endif - return __Pyx_PyNumber_IntOrLongWrongResultType(res, name); - } - } - else if (!PyErr_Occurred()) { - PyErr_SetString(PyExc_TypeError, - "an integer is required"); - } - return res; -} -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))) { - if (sizeof(Py_ssize_t) >= sizeof(long)) - return PyInt_AS_LONG(b); - else - return PyInt_AsSsize_t(b); - } -#endif - if (likely(PyLong_CheckExact(b))) { - #if CYTHON_USE_PYLONG_INTERNALS - const digit* digits = ((PyLongObject*)b)->ob_digit; - const Py_ssize_t size = Py_SIZE(b); - if (likely(__Pyx_sst_abs(size) <= 1)) { - ival = likely(size) ? digits[0] : 0; - if (size == -1) ival = -ival; - return ival; - } else { - switch (size) { - case 2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case -2: - if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) { - return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case 3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case -3: - if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) { - return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case 4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - case -4: - if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) { - return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0])); - } - break; - } - } - #endif - return PyLong_AsSsize_t(b); - } - x = PyNumber_Index(b); - if (!x) return -1; - ival = PyInt_AsSsize_t(x); - Py_DECREF(x); - return ival; -} -static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) { - return b ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False); -} -static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { - return PyInt_FromSize_t(ival); -} - - -#endif /* Py_PYTHON_H */