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提交 175e7843 authored 作者: Brandon T. Willard's avatar Brandon T. Willard 提交者： Brandon T. Willard
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Update scan's Cython version and restrict it's compilation lock scope

When `Scan`'s Cython code is compiled, it will now only hold a lock for its compilation directory and not unnecessarily block other Theano C compilation processes.
上级 114e1237
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内嵌 并排
正在显示 包含 314 行增加 和 267 行删除
theano/scan/c_code/scan_perform.c
浏览文件 @ 175e7843
...@@ -9,7 +9,7 @@ ...@@ -9,7 +9,7 @@
#else #else
#define CYTHON_ABI "0_29_21" #define CYTHON_ABI "0_29_21"
#define CYTHON_HEX_VERSION 0x001D15F0 #define CYTHON_HEX_VERSION 0x001D15F0
#define CYTHON_FUTURE_DIVISION 0 #define CYTHON_FUTURE_DIVISION 1
#include <stddef.h> #include <stddef.h>
#ifndef offsetof #ifndef offsetof
#define offsetof(type, member) ( (size_t) & ((type*)0) -> member ) #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
...@@ -883,7 +883,7 @@ typedef struct { ...@@ -883,7 +883,7 @@ typedef struct {
} __Pyx_BufFmt_Context; } __Pyx_BufFmt_Context;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":689 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":689
* # in Cython to enable them only on the right systems. * # in Cython to enable them only on the right systems.
* *
* ctypedef npy_int8 int8_t # <<<<<<<<<<<<<< * ctypedef npy_int8 int8_t # <<<<<<<<<<<<<<
...@@ -892,7 +892,7 @@ typedef struct { ...@@ -892,7 +892,7 @@ typedef struct {
*/ */
typedef npy_int8 __pyx_t_5numpy_int8_t; typedef npy_int8 __pyx_t_5numpy_int8_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":690 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":690
* *
* ctypedef npy_int8 int8_t * ctypedef npy_int8 int8_t
* ctypedef npy_int16 int16_t # <<<<<<<<<<<<<< * ctypedef npy_int16 int16_t # <<<<<<<<<<<<<<
...@@ -901,7 +901,7 @@ typedef npy_int8 __pyx_t_5numpy_int8_t; ...@@ -901,7 +901,7 @@ typedef npy_int8 __pyx_t_5numpy_int8_t;
*/ */
typedef npy_int16 __pyx_t_5numpy_int16_t; typedef npy_int16 __pyx_t_5numpy_int16_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":691 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":691
* ctypedef npy_int8 int8_t * ctypedef npy_int8 int8_t
* ctypedef npy_int16 int16_t * ctypedef npy_int16 int16_t
* ctypedef npy_int32 int32_t # <<<<<<<<<<<<<< * ctypedef npy_int32 int32_t # <<<<<<<<<<<<<<
...@@ -910,7 +910,7 @@ typedef npy_int16 __pyx_t_5numpy_int16_t; ...@@ -910,7 +910,7 @@ typedef npy_int16 __pyx_t_5numpy_int16_t;
*/ */
typedef npy_int32 __pyx_t_5numpy_int32_t; typedef npy_int32 __pyx_t_5numpy_int32_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":692 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":692
* ctypedef npy_int16 int16_t * ctypedef npy_int16 int16_t
* ctypedef npy_int32 int32_t * ctypedef npy_int32 int32_t
* ctypedef npy_int64 int64_t # <<<<<<<<<<<<<< * ctypedef npy_int64 int64_t # <<<<<<<<<<<<<<
...@@ -919,7 +919,7 @@ typedef npy_int32 __pyx_t_5numpy_int32_t; ...@@ -919,7 +919,7 @@ typedef npy_int32 __pyx_t_5numpy_int32_t;
*/ */
typedef npy_int64 __pyx_t_5numpy_int64_t; typedef npy_int64 __pyx_t_5numpy_int64_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":696 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":696
* #ctypedef npy_int128 int128_t * #ctypedef npy_int128 int128_t
* *
* ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<< * ctypedef npy_uint8 uint8_t # <<<<<<<<<<<<<<
...@@ -928,7 +928,7 @@ typedef npy_int64 __pyx_t_5numpy_int64_t; ...@@ -928,7 +928,7 @@ typedef npy_int64 __pyx_t_5numpy_int64_t;
*/ */
typedef npy_uint8 __pyx_t_5numpy_uint8_t; typedef npy_uint8 __pyx_t_5numpy_uint8_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":697 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":697
* *
* ctypedef npy_uint8 uint8_t * ctypedef npy_uint8 uint8_t
* ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<< * ctypedef npy_uint16 uint16_t # <<<<<<<<<<<<<<
...@@ -937,7 +937,7 @@ typedef npy_uint8 __pyx_t_5numpy_uint8_t; ...@@ -937,7 +937,7 @@ typedef npy_uint8 __pyx_t_5numpy_uint8_t;
*/ */
typedef npy_uint16 __pyx_t_5numpy_uint16_t; typedef npy_uint16 __pyx_t_5numpy_uint16_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":698 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":698
* ctypedef npy_uint8 uint8_t * ctypedef npy_uint8 uint8_t
* ctypedef npy_uint16 uint16_t * ctypedef npy_uint16 uint16_t
* ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<< * ctypedef npy_uint32 uint32_t # <<<<<<<<<<<<<<
...@@ -946,7 +946,7 @@ typedef npy_uint16 __pyx_t_5numpy_uint16_t; ...@@ -946,7 +946,7 @@ typedef npy_uint16 __pyx_t_5numpy_uint16_t;
*/ */
typedef npy_uint32 __pyx_t_5numpy_uint32_t; typedef npy_uint32 __pyx_t_5numpy_uint32_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":699 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":699
* ctypedef npy_uint16 uint16_t * ctypedef npy_uint16 uint16_t
* ctypedef npy_uint32 uint32_t * ctypedef npy_uint32 uint32_t
* ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<< * ctypedef npy_uint64 uint64_t # <<<<<<<<<<<<<<
...@@ -955,7 +955,7 @@ typedef npy_uint32 __pyx_t_5numpy_uint32_t; ...@@ -955,7 +955,7 @@ typedef npy_uint32 __pyx_t_5numpy_uint32_t;
*/ */
typedef npy_uint64 __pyx_t_5numpy_uint64_t; typedef npy_uint64 __pyx_t_5numpy_uint64_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":703 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":703
* #ctypedef npy_uint128 uint128_t * #ctypedef npy_uint128 uint128_t
* *
* ctypedef npy_float32 float32_t # <<<<<<<<<<<<<< * ctypedef npy_float32 float32_t # <<<<<<<<<<<<<<
...@@ -964,7 +964,7 @@ typedef npy_uint64 __pyx_t_5numpy_uint64_t; ...@@ -964,7 +964,7 @@ typedef npy_uint64 __pyx_t_5numpy_uint64_t;
*/ */
typedef npy_float32 __pyx_t_5numpy_float32_t; typedef npy_float32 __pyx_t_5numpy_float32_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":704 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":704
* *
* ctypedef npy_float32 float32_t * ctypedef npy_float32 float32_t
* ctypedef npy_float64 float64_t # <<<<<<<<<<<<<< * ctypedef npy_float64 float64_t # <<<<<<<<<<<<<<
...@@ -973,7 +973,7 @@ typedef npy_float32 __pyx_t_5numpy_float32_t; ...@@ -973,7 +973,7 @@ typedef npy_float32 __pyx_t_5numpy_float32_t;
*/ */
typedef npy_float64 __pyx_t_5numpy_float64_t; typedef npy_float64 __pyx_t_5numpy_float64_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":713 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":713
* # The int types are mapped a bit surprising -- * # The int types are mapped a bit surprising --
* # numpy.int corresponds to 'l' and numpy.long to 'q' * # numpy.int corresponds to 'l' and numpy.long to 'q'
* ctypedef npy_long int_t # <<<<<<<<<<<<<< * ctypedef npy_long int_t # <<<<<<<<<<<<<<
...@@ -982,7 +982,7 @@ typedef npy_float64 __pyx_t_5numpy_float64_t; ...@@ -982,7 +982,7 @@ typedef npy_float64 __pyx_t_5numpy_float64_t;
*/ */
typedef npy_long __pyx_t_5numpy_int_t; typedef npy_long __pyx_t_5numpy_int_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":714 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":714
* # numpy.int corresponds to 'l' and numpy.long to 'q' * # numpy.int corresponds to 'l' and numpy.long to 'q'
* ctypedef npy_long int_t * ctypedef npy_long int_t
* ctypedef npy_longlong long_t # <<<<<<<<<<<<<< * ctypedef npy_longlong long_t # <<<<<<<<<<<<<<
...@@ -991,7 +991,7 @@ typedef npy_long __pyx_t_5numpy_int_t; ...@@ -991,7 +991,7 @@ typedef npy_long __pyx_t_5numpy_int_t;
*/ */
typedef npy_longlong __pyx_t_5numpy_long_t; typedef npy_longlong __pyx_t_5numpy_long_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":715 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":715
* ctypedef npy_long int_t * ctypedef npy_long int_t
* ctypedef npy_longlong long_t * ctypedef npy_longlong long_t
* ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<< * ctypedef npy_longlong longlong_t # <<<<<<<<<<<<<<
...@@ -1000,7 +1000,7 @@ typedef npy_longlong __pyx_t_5numpy_long_t; ...@@ -1000,7 +1000,7 @@ typedef npy_longlong __pyx_t_5numpy_long_t;
*/ */
typedef npy_longlong __pyx_t_5numpy_longlong_t; typedef npy_longlong __pyx_t_5numpy_longlong_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":717 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":717
* ctypedef npy_longlong longlong_t * ctypedef npy_longlong longlong_t
* *
* ctypedef npy_ulong uint_t # <<<<<<<<<<<<<< * ctypedef npy_ulong uint_t # <<<<<<<<<<<<<<
...@@ -1009,7 +1009,7 @@ typedef npy_longlong __pyx_t_5numpy_longlong_t; ...@@ -1009,7 +1009,7 @@ typedef npy_longlong __pyx_t_5numpy_longlong_t;
*/ */
typedef npy_ulong __pyx_t_5numpy_uint_t; typedef npy_ulong __pyx_t_5numpy_uint_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":718 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":718
* *
* ctypedef npy_ulong uint_t * ctypedef npy_ulong uint_t
* ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulong_t # <<<<<<<<<<<<<<
...@@ -1018,7 +1018,7 @@ typedef npy_ulong __pyx_t_5numpy_uint_t; ...@@ -1018,7 +1018,7 @@ typedef npy_ulong __pyx_t_5numpy_uint_t;
*/ */
typedef npy_ulonglong __pyx_t_5numpy_ulong_t; typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":719 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":719
* ctypedef npy_ulong uint_t * ctypedef npy_ulong uint_t
* ctypedef npy_ulonglong ulong_t * ctypedef npy_ulonglong ulong_t
* ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<< * ctypedef npy_ulonglong ulonglong_t # <<<<<<<<<<<<<<
...@@ -1027,7 +1027,7 @@ typedef npy_ulonglong __pyx_t_5numpy_ulong_t; ...@@ -1027,7 +1027,7 @@ typedef npy_ulonglong __pyx_t_5numpy_ulong_t;
*/ */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":721 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":721
* ctypedef npy_ulonglong ulonglong_t * ctypedef npy_ulonglong ulonglong_t
* *
* ctypedef npy_intp intp_t # <<<<<<<<<<<<<< * ctypedef npy_intp intp_t # <<<<<<<<<<<<<<
...@@ -1036,7 +1036,7 @@ typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t; ...@@ -1036,7 +1036,7 @@ typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;
*/ */
typedef npy_intp __pyx_t_5numpy_intp_t; typedef npy_intp __pyx_t_5numpy_intp_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":722 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":722
* *
* ctypedef npy_intp intp_t * ctypedef npy_intp intp_t
* ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<< * ctypedef npy_uintp uintp_t # <<<<<<<<<<<<<<
...@@ -1045,7 +1045,7 @@ typedef npy_intp __pyx_t_5numpy_intp_t; ...@@ -1045,7 +1045,7 @@ typedef npy_intp __pyx_t_5numpy_intp_t;
*/ */
typedef npy_uintp __pyx_t_5numpy_uintp_t; typedef npy_uintp __pyx_t_5numpy_uintp_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":724 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":724
* ctypedef npy_uintp uintp_t * ctypedef npy_uintp uintp_t
* *
* ctypedef npy_double float_t # <<<<<<<<<<<<<< * ctypedef npy_double float_t # <<<<<<<<<<<<<<
...@@ -1054,7 +1054,7 @@ typedef npy_uintp __pyx_t_5numpy_uintp_t; ...@@ -1054,7 +1054,7 @@ typedef npy_uintp __pyx_t_5numpy_uintp_t;
*/ */
typedef npy_double __pyx_t_5numpy_float_t; typedef npy_double __pyx_t_5numpy_float_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":725 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":725
* *
* ctypedef npy_double float_t * ctypedef npy_double float_t
* ctypedef npy_double double_t # <<<<<<<<<<<<<< * ctypedef npy_double double_t # <<<<<<<<<<<<<<
...@@ -1063,7 +1063,7 @@ typedef npy_double __pyx_t_5numpy_float_t; ...@@ -1063,7 +1063,7 @@ typedef npy_double __pyx_t_5numpy_float_t;
*/ */
typedef npy_double __pyx_t_5numpy_double_t; typedef npy_double __pyx_t_5numpy_double_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":726 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":726
* ctypedef npy_double float_t * ctypedef npy_double float_t
* ctypedef npy_double double_t * ctypedef npy_double double_t
* ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<< * ctypedef npy_longdouble longdouble_t # <<<<<<<<<<<<<<
...@@ -1098,7 +1098,7 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do ...@@ -1098,7 +1098,7 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do
/*--- Type declarations ---*/ /*--- Type declarations ---*/
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":728 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":728
* ctypedef npy_longdouble longdouble_t * ctypedef npy_longdouble longdouble_t
* *
* ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<< * ctypedef npy_cfloat cfloat_t # <<<<<<<<<<<<<<
...@@ -1107,7 +1107,7 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do ...@@ -1107,7 +1107,7 @@ static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(do
*/ */
typedef npy_cfloat __pyx_t_5numpy_cfloat_t; typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":729 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":729
* *
* ctypedef npy_cfloat cfloat_t * ctypedef npy_cfloat cfloat_t
* ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<< * ctypedef npy_cdouble cdouble_t # <<<<<<<<<<<<<<
...@@ -1116,7 +1116,7 @@ typedef npy_cfloat __pyx_t_5numpy_cfloat_t; ...@@ -1116,7 +1116,7 @@ typedef npy_cfloat __pyx_t_5numpy_cfloat_t;
*/ */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t; typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":730 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":730
* ctypedef npy_cfloat cfloat_t * ctypedef npy_cfloat cfloat_t
* ctypedef npy_cdouble cdouble_t * ctypedef npy_cdouble cdouble_t
* ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<< * ctypedef npy_clongdouble clongdouble_t # <<<<<<<<<<<<<<
...@@ -1125,7 +1125,7 @@ typedef npy_cdouble __pyx_t_5numpy_cdouble_t; ...@@ -1125,7 +1125,7 @@ typedef npy_cdouble __pyx_t_5numpy_cdouble_t;
*/ */
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t; typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":732 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":732
* ctypedef npy_clongdouble clongdouble_t * ctypedef npy_clongdouble clongdouble_t
* *
* ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<< * ctypedef npy_cdouble complex_t # <<<<<<<<<<<<<<
...@@ -1522,6 +1522,14 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, ...@@ -1522,6 +1522,14 @@ static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval,
(inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2)) (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif #endif
/* SwapException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSwap(type, value, tb) __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
#endif
/* None.proto */ /* None.proto */
static CYTHON_INLINE long __Pyx_mod_long(long, long); static CYTHON_INLINE long __Pyx_mod_long(long, long);
...@@ -1784,7 +1792,6 @@ static const char __pyx_k_k[] = "k"; ...@@ -1784,7 +1792,6 @@ static const char __pyx_k_k[] = "k";
static const char __pyx_k_l[] = "l"; static const char __pyx_k_l[] = "l";
static const char __pyx_k_fn[] = "fn"; static const char __pyx_k_fn[] = "fn";
static const char __pyx_k_end[] = "end"; static const char __pyx_k_end[] = "end";
static const char __pyx_k_gof[] = "gof";
static const char __pyx_k_i_s[] = "i_s"; static const char __pyx_k_i_s[] = "i_s";
static const char __pyx_k_idx[] = "_idx"; static const char __pyx_k_idx[] = "_idx";
static const char __pyx_k_inp[] = "inp"; static const char __pyx_k_inp[] = "inp";
...@@ -1804,7 +1811,6 @@ static const char __pyx_k_copy[] = "copy"; ...@@ -1804,7 +1811,6 @@ static const char __pyx_k_copy[] = "copy";
static const char __pyx_k_data[] = "data"; static const char __pyx_k_data[] = "data";
static const char __pyx_k_fnct[] = "fnct"; static const char __pyx_k_fnct[] = "fnct";
static const char __pyx_k_jout[] = "jout"; static const char __pyx_k_jout[] = "jout";
static const char __pyx_k_link[] = "link";
static const char __pyx_k_main[] = "__main__"; static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_name[] = "__name__"; static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_node[] = "node"; static const char __pyx_k_node[] = "node";
...@@ -1832,12 +1838,10 @@ static const char __pyx_k_n_outs[] = "n_outs"; ...@@ -1832,12 +1838,10 @@ static const char __pyx_k_n_outs[] = "n_outs";
static const char __pyx_k_n_seqs[] = "n_seqs"; static const char __pyx_k_n_seqs[] = "n_seqs";
static const char __pyx_k_offset[] = "offset"; static const char __pyx_k_offset[] = "offset";
static const char __pyx_k_t_call[] = "t_call"; static const char __pyx_k_t_call[] = "t_call";
static const char __pyx_k_theano[] = "theano";
static const char __pyx_k_thunks[] = "thunks"; static const char __pyx_k_thunks[] = "thunks";
static const char __pyx_k_update[] = "update"; static const char __pyx_k_update[] = "update";
static const char __pyx_k_xrange[] = "xrange"; static const char __pyx_k_xrange[] = "xrange";
static const char __pyx_k_authors[] = "__authors__"; static const char __pyx_k_authors[] = "__authors__";
static const char __pyx_k_contact[] = "__contact__";
static const char __pyx_k_gpudata[] = "gpudata"; static const char __pyx_k_gpudata[] = "gpudata";
static const char __pyx_k_inp_idx[] = "inp_idx"; static const char __pyx_k_inp_idx[] = "inp_idx";
static const char __pyx_k_mintaps[] = "mintaps"; static const char __pyx_k_mintaps[] = "mintaps";
...@@ -1882,7 +1886,6 @@ static const char __pyx_k_n_shared_outs[] = "n_shared_outs"; ...@@ -1882,7 +1886,6 @@ static const char __pyx_k_n_shared_outs[] = "n_shared_outs";
static const char __pyx_k_output_reused[] = "output_reused"; static const char __pyx_k_output_reused[] = "output_reused";
static const char __pyx_k_raise_with_op[] = "raise_with_op"; static const char __pyx_k_raise_with_op[] = "raise_with_op";
static const char __pyx_k_tap_array_len[] = "tap_array_len"; static const char __pyx_k_tap_array_len[] = "tap_array_len";
static const char __pyx_k_Razvan_Pascanu[] = "Razvan Pascanu";
static const char __pyx_k_inps_is_tensor[] = "inps_is_tensor"; static const char __pyx_k_inps_is_tensor[] = "inps_is_tensor";
static const char __pyx_k_mitmot_out_idx[] = "mitmot_out_idx"; static const char __pyx_k_mitmot_out_idx[] = "mitmot_out_idx";
static const char __pyx_k_n_mit_mot_outs[] = "n_mit_mot_outs"; static const char __pyx_k_n_mit_mot_outs[] = "n_mit_mot_outs";
...@@ -1897,6 +1900,7 @@ static const char __pyx_k_scan_perform_pyx[] = "scan_perform.pyx"; ...@@ -1897,6 +1900,7 @@ static const char __pyx_k_scan_perform_pyx[] = "scan_perform.pyx";
static const char __pyx_k_mitmot_inp_offset[] = "mitmot_inp_offset"; static const char __pyx_k_mitmot_inp_offset[] = "mitmot_inp_offset";
static const char __pyx_k_position_of_error[] = "position_of_error"; static const char __pyx_k_position_of_error[] = "position_of_error";
static const char __pyx_k_shared_arg_offset[] = "shared_arg_offset"; static const char __pyx_k_shared_arg_offset[] = "shared_arg_offset";
static const char __pyx_k_theano_link_utils[] = "theano.link.utils";
static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback"; static const char __pyx_k_cline_in_traceback[] = "cline_in_traceback";
static const char __pyx_k_len_output_storage[] = "len_output_storage"; static const char __pyx_k_len_output_storage[] = "len_output_storage";
static const char __pyx_k_mit_mot_out_slices[] = "mit_mot_out_slices"; static const char __pyx_k_mit_mot_out_slices[] = "mit_mot_out_slices";
...@@ -1909,8 +1913,8 @@ static const char __pyx_k_mitmots_preallocated[] = "mitmots_preallocated"; ...@@ -1909,8 +1913,8 @@ static const char __pyx_k_mitmots_preallocated[] = "mitmots_preallocated";
static const char __pyx_k_old_mitmot_input_data[] = "old_mitmot_input_data"; static const char __pyx_k_old_mitmot_input_data[] = "old_mitmot_input_data";
static const char __pyx_k_old_mitmot_input_storage[] = "old_mitmot_input_storage"; static const char __pyx_k_old_mitmot_input_storage[] = "old_mitmot_input_storage";
static const char __pyx_k_theano_scan_scan_perform[] = "theano.scan.scan_perform"; static const char __pyx_k_theano_scan_scan_perform[] = "theano.scan.scan_perform";
static const char __pyx_k_Razvan_PascanuPyMC_Developers[] = "Razvan PascanuPyMC Developers";
static const char __pyx_k_c_2011_Universite_de_Montreal[] = "(c) 2011, Universite de Montreal"; static const char __pyx_k_c_2011_Universite_de_Montreal[] = "(c) 2011, Universite de Montreal";
static const char __pyx_k_Razvan_Pascanu_r_pascanu_gmail[] = "Razvan Pascanu <r.pascanu@gmail>";
static const char __pyx_k_This_code_implements_the_operat[] = "\n This code implements the operations that scan has to carry on when called\n as a stand alone function.\n\n IF anything this is the entire code that needs to be transported to C.\n\n Short description of how this code works:\n Scan divides its inputs ( Op's inputs) into different classes of inputs\n as follows:\n i) sequences : inputs over which scan loops to get data. Nothing is\n written into them ( they are readonly, loop over)\n\n ii) mit_mot : multiple input taps multiple output taps arguments.\n These are inputs over which scan loops and gets data but into which\n scan also writes data. The shorthand mit_mot describes how scan\n deal with them at each step : at each step take several slices as\n input and produce sevaral slices as outputs\n\n iii) mit_sot : multiple input taps single output tap arguments.\n As before scan reads from these but also writes. At each step scan\n uses several slices as input but produces only one as output\n\n iv) sit_sot : single input tap single output tap arguments.\n At each step use only the previous slice as input, produce only one\n slice as output\n\n v) nit_sot: no input tap single output tap arguments.\n At each step don't use any previous values, only produce new onese\n\n vi) shared_outs: arguments corresponding to shared variables with\n updates.\n At each step use its value as input, and afterwards replace it with\n a new value.\n vii) other_args: arguments that are passed to every call of the\n inner function as they are ( no slicing is perfomed)\n\n All these outputs are one after the other in the inputs list (named in\n this code as args) in a given order ( namely the one described above\n with little discrepencies depending if we are talking about the outputs\n of the Scan op or the inputs of the Scan op Node, and if we are tal""king\n about the inputs of the inner function of scan or of the scan op).\n\n Because of this, all we need to be able to separate and tell arguments\n apart is how many of which we have as well as how many taps and which\n ones (where applicable). All this information is desribed (more or less)\n by describing the arguments of this function)\n"; static const char __pyx_k_This_code_implements_the_operat[] = "\n This code implements the operations that scan has to carry on when called\n as a stand alone function.\n\n IF anything this is the entire code that needs to be transported to C.\n\n Short description of how this code works:\n Scan divides its inputs ( Op's inputs) into different classes of inputs\n as follows:\n i) sequences : inputs over which scan loops to get data. Nothing is\n written into them ( they are readonly, loop over)\n\n ii) mit_mot : multiple input taps multiple output taps arguments.\n These are inputs over which scan loops and gets data but into which\n scan also writes data. The shorthand mit_mot describes how scan\n deal with them at each step : at each step take several slices as\n input and produce sevaral slices as outputs\n\n iii) mit_sot : multiple input taps single output tap arguments.\n As before scan reads from these but also writes. At each step scan\n uses several slices as input but produces only one as output\n\n iv) sit_sot : single input tap single output tap arguments.\n At each step use only the previous slice as input, produce only one\n slice as output\n\n v) nit_sot: no input tap single output tap arguments.\n At each step don't use any previous values, only produce new onese\n\n vi) shared_outs: arguments corresponding to shared variables with\n updates.\n At each step use its value as input, and afterwards replace it with\n a new value.\n vii) other_args: arguments that are passed to every call of the\n inner function as they are ( no slicing is perfomed)\n\n All these outputs are one after the other in the inputs list (named in\n this code as args) in a given order ( namely the one described above\n with little discrepencies depending if we are talking about the outputs\n of the Scan op or the inputs of the Scan op Node, and if we are tal""king\n about the inputs of the inner function of scan or of the scan op).\n\n Because of this, all we need to be able to separate and tell arguments\n apart is how many of which we have as well as how many taps and which\n ones (where applicable). All this information is desribed (more or less)\n by describing the arguments of this function)\n";
static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import"; static const char __pyx_k_numpy_core_multiarray_failed_to[] = "numpy.core.multiarray failed to import";
static const char __pyx_k_An_output_of_the_scan_has_change[] = "An output of the scan has changed shape. This may be caused by a pushout optimization. Try adding 'optimizer_excluding=scanOp_pushout_output' to your Theano flags."; static const char __pyx_k_An_output_of_the_scan_has_change[] = "An output of the scan has changed shape. This may be caused by a pushout optimization. Try adding 'optimizer_excluding=scanOp_pushout_output' to your Theano flags.";
...@@ -1918,27 +1922,25 @@ static const char __pyx_k_Scan_was_asked_to_run_for_negati[] = "Scan was asked t ...@@ -1918,27 +1922,25 @@ static const char __pyx_k_Scan_was_asked_to_run_for_negati[] = "Scan was asked t
static const char __pyx_k_Sequence_is_shorter_than_the_req[] = "Sequence is shorter than the required number of steps : (n_steps, seq, seq.shape):"; static const char __pyx_k_Sequence_is_shorter_than_the_req[] = "Sequence is shorter than the required number of steps : (n_steps, seq, seq.shape):";
static const char __pyx_k_We_didn_t_implemented_yet_the_ca[] = "We didn't implemented yet the case where scan do 0 iteration"; static const char __pyx_k_We_didn_t_implemented_yet_the_ca[] = "We didn't implemented yet the case where scan do 0 iteration";
static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import"; static const char __pyx_k_numpy_core_umath_failed_to_impor[] = "numpy.core.umath failed to import";
static PyObject *__pyx_kp_s_An_output_of_the_scan_has_change; static PyObject *__pyx_kp_u_An_output_of_the_scan_has_change;
static PyObject *__pyx_n_s_ImportError; static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_n_s_IndexError; static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_n_s_NotImplementedError; static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_kp_s_Razvan_Pascanu; static PyObject *__pyx_kp_u_Razvan_PascanuPyMC_Developers;
static PyObject *__pyx_kp_s_Razvan_Pascanu_r_pascanu_gmail; static PyObject *__pyx_kp_u_Scan_was_asked_to_run_for_negati;
static PyObject *__pyx_kp_s_Scan_was_asked_to_run_for_negati; static PyObject *__pyx_kp_u_Sequence_is_shorter_than_the_req;
static PyObject *__pyx_kp_s_Sequence_is_shorter_than_the_req;
static PyObject *__pyx_n_s_ValueError; static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_kp_s_We_didn_t_implemented_yet_the_ca; static PyObject *__pyx_kp_u_We_didn_t_implemented_yet_the_ca;
static PyObject *__pyx_n_s_a_offset; static PyObject *__pyx_n_s_a_offset;
static PyObject *__pyx_n_s_args; static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_as_while; static PyObject *__pyx_n_s_as_while;
static PyObject *__pyx_n_s_authors; static PyObject *__pyx_n_s_authors;
static PyObject *__pyx_n_s_begin; static PyObject *__pyx_n_s_begin;
static PyObject *__pyx_kp_s_c_2011_Universite_de_Montreal; static PyObject *__pyx_kp_u_c_2011_Universite_de_Montreal;
static PyObject *__pyx_n_s_call_time; static PyObject *__pyx_n_s_call_time;
static PyObject *__pyx_n_s_callcount; static PyObject *__pyx_n_s_callcount;
static PyObject *__pyx_n_s_cline_in_traceback; static PyObject *__pyx_n_s_cline_in_traceback;
static PyObject *__pyx_n_s_cond; static PyObject *__pyx_n_s_cond;
static PyObject *__pyx_n_s_contact;
static PyObject *__pyx_n_s_copy; static PyObject *__pyx_n_s_copy;
static PyObject *__pyx_n_s_copyright; static PyObject *__pyx_n_s_copyright;
static PyObject *__pyx_n_s_data; static PyObject *__pyx_n_s_data;
...@@ -1952,7 +1954,6 @@ static PyObject *__pyx_n_s_fgraph; ...@@ -1952,7 +1954,6 @@ static PyObject *__pyx_n_s_fgraph;
static PyObject *__pyx_n_s_fn; static PyObject *__pyx_n_s_fn;
static PyObject *__pyx_n_s_fnct; static PyObject *__pyx_n_s_fnct;
static PyObject *__pyx_n_s_get_version; static PyObject *__pyx_n_s_get_version;
static PyObject *__pyx_n_s_gof;
static PyObject *__pyx_n_s_gpudata; static PyObject *__pyx_n_s_gpudata;
static PyObject *__pyx_n_s_i; static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_i_s; static PyObject *__pyx_n_s_i_s;
...@@ -1972,7 +1973,6 @@ static PyObject *__pyx_n_s_l; ...@@ -1972,7 +1973,6 @@ static PyObject *__pyx_n_s_l;
static PyObject *__pyx_n_s_len_output_storage; static PyObject *__pyx_n_s_len_output_storage;
static PyObject *__pyx_n_s_len_store_steps; static PyObject *__pyx_n_s_len_store_steps;
static PyObject *__pyx_n_s_lenpos; static PyObject *__pyx_n_s_lenpos;
static PyObject *__pyx_n_s_link;
static PyObject *__pyx_n_s_main; static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_maker; static PyObject *__pyx_n_s_maker;
static PyObject *__pyx_n_s_mintaps; static PyObject *__pyx_n_s_mintaps;
...@@ -1993,14 +1993,14 @@ static PyObject *__pyx_n_s_n_steps; ...@@ -1993,14 +1993,14 @@ static PyObject *__pyx_n_s_n_steps;
static PyObject *__pyx_n_s_name; static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_nb_mitmot_in; static PyObject *__pyx_n_s_nb_mitmot_in;
static PyObject *__pyx_n_s_nbsteps; static PyObject *__pyx_n_s_nbsteps;
static PyObject *__pyx_n_s_need_update_inputs; static PyObject *__pyx_n_u_need_update_inputs;
static PyObject *__pyx_n_s_new_var; static PyObject *__pyx_n_s_new_var;
static PyObject *__pyx_n_s_nit_sot_arg_offset; static PyObject *__pyx_n_s_nit_sot_arg_offset;
static PyObject *__pyx_n_s_node; static PyObject *__pyx_n_s_node;
static PyObject *__pyx_n_s_nodes; static PyObject *__pyx_n_s_nodes;
static PyObject *__pyx_n_s_numpy; static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_kp_s_numpy_core_multiarray_failed_to; static PyObject *__pyx_kp_u_numpy_core_multiarray_failed_to;
static PyObject *__pyx_kp_s_numpy_core_umath_failed_to_impor; static PyObject *__pyx_kp_u_numpy_core_umath_failed_to_impor;
static PyObject *__pyx_n_s_o_offset; static PyObject *__pyx_n_s_o_offset;
static PyObject *__pyx_n_s_o_s; static PyObject *__pyx_n_s_o_s;
static PyObject *__pyx_n_s_offset; static PyObject *__pyx_n_s_offset;
...@@ -2021,7 +2021,9 @@ static PyObject *__pyx_n_s_pdx; ...@@ -2021,7 +2021,9 @@ static PyObject *__pyx_n_s_pdx;
static PyObject *__pyx_n_s_perform; static PyObject *__pyx_n_s_perform;
static PyObject *__pyx_n_s_pos; static PyObject *__pyx_n_s_pos;
static PyObject *__pyx_n_s_position_of_error; static PyObject *__pyx_n_s_position_of_error;
static PyObject *__pyx_n_u_position_of_error;
static PyObject *__pyx_n_s_profile; static PyObject *__pyx_n_s_profile;
static PyObject *__pyx_n_u_profile;
static PyObject *__pyx_n_s_raise_with_op; static PyObject *__pyx_n_s_raise_with_op;
static PyObject *__pyx_n_s_range; static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_reshape; static PyObject *__pyx_n_s_reshape;
...@@ -2043,14 +2045,16 @@ static PyObject *__pyx_n_s_tap_array; ...@@ -2043,14 +2045,16 @@ static PyObject *__pyx_n_s_tap_array;
static PyObject *__pyx_n_s_tap_array_len; static PyObject *__pyx_n_s_tap_array_len;
static PyObject *__pyx_n_s_tdx; static PyObject *__pyx_n_s_tdx;
static PyObject *__pyx_n_s_test; static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_theano; static PyObject *__pyx_n_s_theano_link_utils;
static PyObject *__pyx_n_s_theano_scan_scan_perform; static PyObject *__pyx_n_s_theano_scan_scan_perform;
static PyObject *__pyx_n_s_thunks; static PyObject *__pyx_n_s_thunks;
static PyObject *__pyx_n_u_thunks;
static PyObject *__pyx_n_s_time; static PyObject *__pyx_n_s_time;
static PyObject *__pyx_n_s_tmp; static PyObject *__pyx_n_s_tmp;
static PyObject *__pyx_n_s_type; static PyObject *__pyx_n_s_type;
static PyObject *__pyx_n_s_update; static PyObject *__pyx_n_s_update;
static PyObject *__pyx_n_s_update_profile; static PyObject *__pyx_n_s_update_profile;
static PyObject *__pyx_n_u_update_profile;
static PyObject *__pyx_n_s_value_zeros; static PyObject *__pyx_n_s_value_zeros;
static PyObject *__pyx_n_s_var; static PyObject *__pyx_n_s_var;
static PyObject *__pyx_n_s_vector_outs; static PyObject *__pyx_n_s_vector_outs;
...@@ -2060,7 +2064,7 @@ static PyObject *__pyx_n_s_xrange; ...@@ -2060,7 +2064,7 @@ static PyObject *__pyx_n_s_xrange;
static PyObject *__pyx_n_s_zip; static PyObject *__pyx_n_s_zip;
static PyObject *__pyx_pf_6theano_4scan_12scan_perform_get_version(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_get_version(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED PyObject *__pyx_self, unsigned int __pyx_v_n_shared_outs, unsigned int __pyx_v_n_mit_mot_outs, unsigned int __pyx_v_n_seqs, unsigned int __pyx_v_n_mit_mot, unsigned int __pyx_v_n_mit_sot, unsigned int __pyx_v_n_sit_sot, unsigned int __pyx_v_n_nit_sot, int __pyx_v_n_steps, int __pyx_v_as_while, PyArrayObject *__pyx_v_mintaps, PyArrayObject *__pyx_v_tap_array, PyArrayObject *__pyx_v_tap_array_len, PyArrayObject *__pyx_v_vector_seqs, PyArrayObject *__pyx_v_vector_outs, CYTHON_UNUSED PyArrayObject *__pyx_v_mit_mot_out_slices, CYTHON_UNUSED PyArrayObject *__pyx_v_mit_mot_out_nslices, PyArrayObject *__pyx_v_mitmots_preallocated, PyArrayObject *__pyx_v_inps_is_tensor, PyArrayObject *__pyx_v_outs_is_tensor, PyObject *__pyx_v_fn, PyObject *__pyx_v_fnct, PyArrayObject *__pyx_v_destroy_map, PyObject *__pyx_v_args, PyObject *__pyx_v_outs, PyObject *__pyx_v_self, PyObject *__pyx_v_node); /* proto */ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED PyObject *__pyx_self, unsigned int __pyx_v_n_shared_outs, unsigned int __pyx_v_n_mit_mot_outs, unsigned int __pyx_v_n_seqs, unsigned int __pyx_v_n_mit_mot, unsigned int __pyx_v_n_mit_sot, unsigned int __pyx_v_n_sit_sot, unsigned int __pyx_v_n_nit_sot, int __pyx_v_n_steps, int __pyx_v_as_while, PyArrayObject *__pyx_v_mintaps, PyArrayObject *__pyx_v_tap_array, PyArrayObject *__pyx_v_tap_array_len, PyArrayObject *__pyx_v_vector_seqs, PyArrayObject *__pyx_v_vector_outs, CYTHON_UNUSED PyArrayObject *__pyx_v_mit_mot_out_slices, CYTHON_UNUSED PyArrayObject *__pyx_v_mit_mot_out_nslices, PyArrayObject *__pyx_v_mitmots_preallocated, PyArrayObject *__pyx_v_inps_is_tensor, PyArrayObject *__pyx_v_outs_is_tensor, PyObject *__pyx_v_fn, PyObject *__pyx_v_fnct, PyArrayObject *__pyx_v_destroy_map, PyObject *__pyx_v_args, PyObject *__pyx_v_outs, PyObject *__pyx_v_self, PyObject *__pyx_v_node); /* proto */
static PyObject *__pyx_float_0_297; static PyObject *__pyx_float_0_298;
static PyObject *__pyx_int_0; static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1; static PyObject *__pyx_int_1;
static PyObject *__pyx_int_neg_1; static PyObject *__pyx_int_neg_1;
...@@ -2080,7 +2084,7 @@ static PyObject *__pyx_codeobj__10; ...@@ -2080,7 +2084,7 @@ static PyObject *__pyx_codeobj__10;
* *
* *
* def get_version(): # <<<<<<<<<<<<<< * def get_version(): # <<<<<<<<<<<<<<
* return 0.297 * return 0.298
* *
*/ */
...@@ -2106,20 +2110,20 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_get_version(CYTHON_UNUSED ...@@ -2106,20 +2110,20 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_get_version(CYTHON_UNUSED
/* "theano/scan/scan_perform.pyx":67 /* "theano/scan/scan_perform.pyx":67
* *
* def get_version(): * def get_version():
* return 0.297 # <<<<<<<<<<<<<< * return 0.298 # <<<<<<<<<<<<<<
* *
* @cython.boundscheck(False) * @cython.boundscheck(False)
*/ */
__Pyx_XDECREF(__pyx_r); __Pyx_XDECREF(__pyx_r);
__Pyx_INCREF(__pyx_float_0_297); __Pyx_INCREF(__pyx_float_0_298);
__pyx_r = __pyx_float_0_297; __pyx_r = __pyx_float_0_298;
goto __pyx_L0; goto __pyx_L0;
/* "theano/scan/scan_perform.pyx":66 /* "theano/scan/scan_perform.pyx":66
* *
* *
* def get_version(): # <<<<<<<<<<<<<< * def get_version(): # <<<<<<<<<<<<<<
* return 0.297 * return 0.298
* *
*/ */
...@@ -2140,7 +2144,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_get_version(CYTHON_UNUSED ...@@ -2140,7 +2144,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_get_version(CYTHON_UNUSED
/* Python wrapper */ /* Python wrapper */
static PyObject *__pyx_pw_6theano_4scan_12scan_perform_3perform(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static PyObject *__pyx_pw_6theano_4scan_12scan_perform_3perform(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6theano_4scan_12scan_perform_2perform[] = "\n Parameters\n ----------\n n_shared_outs: unsigned int\n Number of arugments that correspond to shared variables with\n updates\n n_mit_mot_outs: unsigned int\n Sum over the number of output taps for each mit_mot sequence\n n_seqs: unsigned int\n Number of sequences provided as input\n n_mit_mot : unsigned int\n Number of mit_mot arguemnts\n n_mit_sot: unsigned int\n Number of mit_sot arguments\n n_sit_sot: unsigned int\n Number of sit sot arguemnts\n n_nit_sot: unsigned int\n Number of nit_sot arguments\n n_steps: unsigned int\n Number of steps to loop over\n mintaps: int32 ndarray (can also be a simple python list if that is better !)\n For any of the mit_mot, mit_sot, sit_sot says which is the furtherst\n away input tap from current position. For example, if the taps where [-2,\n -5, -9], the mintap would be -9. For sit_sot this is always -1 since\n is the only allowed tap.\n tap_array: int32 ndarray( can be replaced by a list of list in python if better)\n For each of the mit_mot, mit_sot, sit_sot (the first dimension) says\n which are the corresponding input taps. While this is a matrix, not all\n values in a row are needed and tap_array_len is there to say up to\n which entry we are dealing with valid taps ( afterwards there are\n just 0s to ensure the fix format)\n tap_array_len: int32 ndarray( can be replaced by a list if better)\n For each of the mit_mot, mit_sot, sit_sot says how many input taps\n each has. For sit_sot this will always be 1.\n vector_seqs: int32 ndarray (can be replaced by a list of bools if better)\n For each sequence the corresponding entry is either a 1, is the\n sequence is a vector or 0 if it has more than 1 dimension\n vector_outs: int32 ndarray( can be replaced by list of bools if better)\n For each output ( mit_mot, mit_sot, si""t_sot, nit_sot in this order)\n the entry is 1 if the corresponding argument is a 1 dimensional\n tensor, 0 otherwise.\n mit_mot_out_slices : int32 ndarray( can be replaced by list of lists)\n Same as tap_array, but for the output taps of mit_mot sequences\n mit_mot_out_nslices: int32 ndarray (Can be replaced by a list)\n Same as tap_array_len, but is the number of output taps of the\n mit_mot sequences (i.e. it corresponds to mit_mot_out_slices)\n inps_is_tensor : int32 ndarray (Can be replaced by a list)\n Array of boolean indicating, for every input, whether it is a tensor\n or not\n outs_is_tensor : int32 ndarray (Can be replaced by a list)\n Array of boolean indicating, for every output, whether it is a tensor\n or not\n fn: callable\n This is the linker, i.e. the function that will loop over the\n computational graph and call the perform of each operation. For this\n linker there is a c version in gof/lazy_linker.c that will be the\n starting point of implementing this function in C ( we need to take\n all the code around the call of this function and put in C inside\n that code)\n fnct: python object\n Only used to attach some timings for the profile mode ( can be\n skiped if we don't care about Theano's profile mode)\n destroy_map\n Array of boolean saying if an output is computed inplace\n args: list of ndarrays (and random states)\n The inputs of scan in a given order ( n_steps, sequences, mit_mot,\n mit_sot, sit_sot, nit_sot, shared_outs, other_args)\n outs: list of 1 element list ( or storage objects?)\n This is where we need to copy our outputs ( we don't return the\n results, though we can change the code such that we return, and\n figure things out on the outside - python)\n self: python object\n The scan op itself. I only use it to attach to it some timing""\n informations .. but I don;t need to.\n\n "; static char __pyx_doc_6theano_4scan_12scan_perform_2perform[] = "\n Parameters\n ----------\n n_shared_outs: unsigned int\n Number of arugments that correspond to shared variables with\n updates\n n_mit_mot_outs: unsigned int\n Sum over the number of output taps for each mit_mot sequence\n n_seqs: unsigned int\n Number of sequences provided as input\n n_mit_mot : unsigned int\n Number of mit_mot arguemnts\n n_mit_sot: unsigned int\n Number of mit_sot arguments\n n_sit_sot: unsigned int\n Number of sit sot arguemnts\n n_nit_sot: unsigned int\n Number of nit_sot arguments\n n_steps: unsigned int\n Number of steps to loop over\n mintaps: int32 ndarray (can also be a simple python list if that is better !)\n For any of the mit_mot, mit_sot, sit_sot says which is the furtherst\n away input tap from current position. For example, if the taps where [-2,\n -5, -9], the mintap would be -9. For sit_sot this is always -1 since\n is the only allowed tap.\n tap_array: int32 ndarray( can be replaced by a list of list in python if better)\n For each of the mit_mot, mit_sot, sit_sot (the first dimension) says\n which are the corresponding input taps. While this is a matrix, not all\n values in a row are needed and tap_array_len is there to say up to\n which entry we are dealing with valid taps ( afterwards there are\n just 0s to ensure the fix format)\n tap_array_len: int32 ndarray( can be replaced by a list if better)\n For each of the mit_mot, mit_sot, sit_sot says how many input taps\n each has. For sit_sot this will always be 1.\n vector_seqs: int32 ndarray (can be replaced by a list of bools if better)\n For each sequence the corresponding entry is either a 1, is the\n sequence is a vector or 0 if it has more than 1 dimension\n vector_outs: int32 ndarray( can be replaced by list of bools if better)\n For each output ( mit_mot, mit_sot, si""t_sot, nit_sot in this order)\n the entry is 1 if the corresponding argument is a 1 dimensional\n tensor, 0 otherwise.\n mit_mot_out_slices : int32 ndarray( can be replaced by list of lists)\n Same as tap_array, but for the output taps of mit_mot sequences\n mit_mot_out_nslices: int32 ndarray (Can be replaced by a list)\n Same as tap_array_len, but is the number of output taps of the\n mit_mot sequences (i.e. it corresponds to mit_mot_out_slices)\n inps_is_tensor : int32 ndarray (Can be replaced by a list)\n Array of boolean indicating, for every input, whether it is a tensor\n or not\n outs_is_tensor : int32 ndarray (Can be replaced by a list)\n Array of boolean indicating, for every output, whether it is a tensor\n or not\n fn: callable\n This is the linker, i.e. the function that will loop over the\n computational graph and call the perform of each operation. For this\n linker there is a c version in graph/lazy_linker.c that will be the\n starting point of implementing this function in C ( we need to take\n all the code around the call of this function and put in C inside\n that code)\n fnct: python object\n Only used to attach some timings for the profile mode ( can be\n skiped if we don't care about Theano's profile mode)\n destroy_map\n Array of boolean saying if an output is computed inplace\n args: list of ndarrays (and random states)\n The inputs of scan in a given order ( n_steps, sequences, mit_mot,\n mit_sot, sit_sot, nit_sot, shared_outs, other_args)\n outs: list of 1 element list ( or storage objects?)\n This is where we need to copy our outputs ( we don't return the\n results, though we can change the code such that we return, and\n figure things out on the outside - python)\n self: python object\n The scan op itself. I only use it to attach to it some timi""ng\n informations .. but I don;t need to.\n\n ";
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unsigned int __pyx_v_n_shared_outs; unsigned int __pyx_v_n_shared_outs;
...@@ -2597,6 +2601,14 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py ...@@ -2597,6 +2601,14 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py
PyObject *__pyx_t_29 = NULL; PyObject *__pyx_t_29 = NULL;
PyObject *(*__pyx_t_30)(PyObject *); PyObject *(*__pyx_t_30)(PyObject *);
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int __pyx_t_32;
char const *__pyx_t_33;
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const char *__pyx_filename = NULL; const char *__pyx_filename = NULL;
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...@@ -2831,7 +2843,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py ...@@ -2831,7 +2843,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py
* n_steps) * n_steps)
* elif n_steps == 0: * elif n_steps == 0:
*/ */
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* # For the CVM * # For the CVM
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...@@ -4875,7 +4881,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py ...@@ -4875,7 +4881,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py
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...@@ -4891,7 +4897,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py ...@@ -4891,7 +4897,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py
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...@@ -4950,7 +4956,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py ...@@ -4950,7 +4956,7 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py
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...@@ -4958,19 +4964,13 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py ...@@ -4958,19 +4964,13 @@ static PyObject *__pyx_pf_6theano_4scan_12scan_perform_2perform(CYTHON_UNUSED Py
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...@@ -8122,7 +8173,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__ ...@@ -8122,7 +8173,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__
__pyx_t_1 = 0; __pyx_t_1 = 0;
goto __pyx_L0; goto __pyx_L0;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":740 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":740
* return PyArray_MultiIterNew(2, <void*>a, <void*>b) * return PyArray_MultiIterNew(2, <void*>a, <void*>b)
* *
* cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<< * cdef inline object PyArray_MultiIterNew3(a, b, c): # <<<<<<<<<<<<<<
...@@ -8141,7 +8192,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__ ...@@ -8141,7 +8192,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__
return __pyx_r; return __pyx_r;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":743 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":743
* return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c) * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
* *
* cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<< * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<<
...@@ -8158,7 +8209,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__ ...@@ -8158,7 +8209,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__
int __pyx_clineno = 0; int __pyx_clineno = 0;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":744 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":744
* *
* cdef inline object PyArray_MultiIterNew4(a, b, c, d): * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
* return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d) # <<<<<<<<<<<<<< * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d) # <<<<<<<<<<<<<<
...@@ -8172,7 +8223,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__ ...@@ -8172,7 +8223,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__
__pyx_t_1 = 0; __pyx_t_1 = 0;
goto __pyx_L0; goto __pyx_L0;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":743 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":743
* return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c) * return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
* *
* cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<< * cdef inline object PyArray_MultiIterNew4(a, b, c, d): # <<<<<<<<<<<<<<
...@@ -8191,7 +8242,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__ ...@@ -8191,7 +8242,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__
return __pyx_r; return __pyx_r;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":746 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":746
* return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d) * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
* *
* cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<< * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<<
...@@ -8208,7 +8259,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__ ...@@ -8208,7 +8259,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":747 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":747
* *
* cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
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...@@ -8222,7 +8273,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__ ...@@ -8222,7 +8273,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__
__pyx_t_1 = 0; __pyx_t_1 = 0;
goto __pyx_L0; goto __pyx_L0;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":746 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":746
* return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d) * return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
* *
* cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<< * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e): # <<<<<<<<<<<<<<
...@@ -8241,7 +8292,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__ ...@@ -8241,7 +8292,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__
return __pyx_r; return __pyx_r;
} }
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":749 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":749
* return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e) * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
* *
* cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<<
...@@ -8255,7 +8306,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__ ...@@ -8255,7 +8306,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
int __pyx_t_1; int __pyx_t_1;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":750 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":750
* *
* cdef inline tuple PyDataType_SHAPE(dtype d): * cdef inline tuple PyDataType_SHAPE(dtype d):
* if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<<
...@@ -8265,7 +8316,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__ ...@@ -8265,7 +8316,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
__pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0); __pyx_t_1 = (PyDataType_HASSUBARRAY(__pyx_v_d) != 0);
if (__pyx_t_1) { if (__pyx_t_1) {
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":751 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":751
* cdef inline tuple PyDataType_SHAPE(dtype d): * cdef inline tuple PyDataType_SHAPE(dtype d):
* if PyDataType_HASSUBARRAY(d): * if PyDataType_HASSUBARRAY(d):
* return <tuple>d.subarray.shape # <<<<<<<<<<<<<< * return <tuple>d.subarray.shape # <<<<<<<<<<<<<<
...@@ -8277,7 +8328,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__ ...@@ -8277,7 +8328,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
__pyx_r = ((PyObject*)__pyx_v_d->subarray->shape); __pyx_r = ((PyObject*)__pyx_v_d->subarray->shape);
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":750 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":750
* *
* cdef inline tuple PyDataType_SHAPE(dtype d): * cdef inline tuple PyDataType_SHAPE(dtype d):
* if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<< * if PyDataType_HASSUBARRAY(d): # <<<<<<<<<<<<<<
...@@ -8286,7 +8337,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__ ...@@ -8286,7 +8337,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
*/ */
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":753 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":753
* return <tuple>d.subarray.shape * return <tuple>d.subarray.shape
* else: * else:
* return () # <<<<<<<<<<<<<< * return () # <<<<<<<<<<<<<<
...@@ -8300,7 +8351,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__ ...@@ -8300,7 +8351,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_Descr *__
goto __pyx_L0; goto __pyx_L0;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":749 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":749
* return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e) * return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
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* cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<< * cdef inline tuple PyDataType_SHAPE(dtype d): # <<<<<<<<<<<<<<
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":868 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":868
* int _import_umath() except -1 * int _import_umath() except -1
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* cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<< * cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<<
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* *
* cdef inline void set_array_base(ndarray arr, object base): * cdef inline void set_array_base(ndarray arr, object base):
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...@@ -8336,7 +8387,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a ...@@ -8336,7 +8387,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
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Py_INCREF(__pyx_v_base); Py_INCREF(__pyx_v_base);
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* cdef inline void set_array_base(ndarray arr, object base): * cdef inline void set_array_base(ndarray arr, object base):
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* PyArray_SetBaseObject(arr, base) # <<<<<<<<<<<<<< * PyArray_SetBaseObject(arr, base) # <<<<<<<<<<<<<<
...@@ -8345,7 +8396,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a ...@@ -8345,7 +8396,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
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* int _import_umath() except -1 * int _import_umath() except -1
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* cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<< * cdef inline void set_array_base(ndarray arr, object base): # <<<<<<<<<<<<<<
...@@ -8357,7 +8408,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a ...@@ -8357,7 +8408,7 @@ static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_a
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":872 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":872
* PyArray_SetBaseObject(arr, base) * PyArray_SetBaseObject(arr, base)
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* cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<<
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":873 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":873
* *
* cdef inline object get_array_base(ndarray arr): * cdef inline object get_array_base(ndarray arr):
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...@@ -8381,7 +8432,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py ...@@ -8381,7 +8432,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
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__pyx_v_base = PyArray_BASE(__pyx_v_arr); __pyx_v_base = PyArray_BASE(__pyx_v_arr);
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":874 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":874
* cdef inline object get_array_base(ndarray arr): * cdef inline object get_array_base(ndarray arr):
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...@@ -8391,7 +8442,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py ...@@ -8391,7 +8442,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
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* base = PyArray_BASE(arr) * base = PyArray_BASE(arr)
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...@@ -8402,7 +8453,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py ...@@ -8402,7 +8453,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":874 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":874
* cdef inline object get_array_base(ndarray arr): * cdef inline object get_array_base(ndarray arr):
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...@@ -8411,7 +8462,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py ...@@ -8411,7 +8462,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":876 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":876
* if base is NULL: * if base is NULL:
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* return <object>base # <<<<<<<<<<<<<< * return <object>base # <<<<<<<<<<<<<<
...@@ -8423,7 +8474,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py ...@@ -8423,7 +8474,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":872 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":872
* PyArray_SetBaseObject(arr, base) * PyArray_SetBaseObject(arr, base)
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* cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<< * cdef inline object get_array_base(ndarray arr): # <<<<<<<<<<<<<<
...@@ -8438,7 +8489,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py ...@@ -8438,7 +8489,7 @@ static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__py
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":880 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":880
* # Versions of the import_* functions which are more suitable for * # Versions of the import_* functions which are more suitable for
* # Cython code. * # Cython code.
* cdef inline int import_array() except -1: # <<<<<<<<<<<<<< * cdef inline int import_array() except -1: # <<<<<<<<<<<<<<
...@@ -8462,7 +8513,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8462,7 +8513,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
int __pyx_clineno = 0; int __pyx_clineno = 0;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":881 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":881
* # Cython code. * # Cython code.
* cdef inline int import_array() except -1: * cdef inline int import_array() except -1:
* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8478,7 +8529,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8478,7 +8529,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
__Pyx_XGOTREF(__pyx_t_3); __Pyx_XGOTREF(__pyx_t_3);
/*try:*/ { /*try:*/ {
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":882 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":882
* cdef inline int import_array() except -1: * cdef inline int import_array() except -1:
* try: * try:
* __pyx_import_array() # <<<<<<<<<<<<<< * __pyx_import_array() # <<<<<<<<<<<<<<
...@@ -8487,7 +8538,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8487,7 +8538,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
*/ */
__pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 882, __pyx_L3_error) __pyx_t_4 = _import_array(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 882, __pyx_L3_error)
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":881 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":881
* # Cython code. * # Cython code.
* cdef inline int import_array() except -1: * cdef inline int import_array() except -1:
* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8501,7 +8552,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8501,7 +8552,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
goto __pyx_L8_try_end; goto __pyx_L8_try_end;
__pyx_L3_error:; __pyx_L3_error:;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":883 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":883
* try: * try:
* __pyx_import_array() * __pyx_import_array()
* except Exception: # <<<<<<<<<<<<<< * except Exception: # <<<<<<<<<<<<<<
...@@ -8516,7 +8567,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8516,7 +8567,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
__Pyx_GOTREF(__pyx_t_6); __Pyx_GOTREF(__pyx_t_6);
__Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_7);
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":884 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":884
* __pyx_import_array() * __pyx_import_array()
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* raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<< * raise ImportError("numpy.core.multiarray failed to import") # <<<<<<<<<<<<<<
...@@ -8532,7 +8583,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8532,7 +8583,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
goto __pyx_L5_except_error; goto __pyx_L5_except_error;
__pyx_L5_except_error:; __pyx_L5_except_error:;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":881 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":881
* # Cython code. * # Cython code.
* cdef inline int import_array() except -1: * cdef inline int import_array() except -1:
* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8547,7 +8598,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8547,7 +8598,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
__pyx_L8_try_end:; __pyx_L8_try_end:;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":880 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":880
* # Versions of the import_* functions which are more suitable for * # Versions of the import_* functions which are more suitable for
* # Cython code. * # Cython code.
* cdef inline int import_array() except -1: # <<<<<<<<<<<<<< * cdef inline int import_array() except -1: # <<<<<<<<<<<<<<
...@@ -8570,7 +8621,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { ...@@ -8570,7 +8621,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) {
return __pyx_r; return __pyx_r;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":886 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":886
* raise ImportError("numpy.core.multiarray failed to import") * raise ImportError("numpy.core.multiarray failed to import")
* *
* cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<<
...@@ -8594,7 +8645,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8594,7 +8645,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":887 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":887
* *
* cdef inline int import_umath() except -1: * cdef inline int import_umath() except -1:
* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8610,7 +8661,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8610,7 +8661,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
__Pyx_XGOTREF(__pyx_t_3); __Pyx_XGOTREF(__pyx_t_3);
/*try:*/ { /*try:*/ {
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":888 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":888
* cdef inline int import_umath() except -1: * cdef inline int import_umath() except -1:
* try: * try:
* _import_umath() # <<<<<<<<<<<<<< * _import_umath() # <<<<<<<<<<<<<<
...@@ -8619,7 +8670,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8619,7 +8670,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
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__pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 888, __pyx_L3_error) __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 888, __pyx_L3_error)
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":887 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":887
* *
* cdef inline int import_umath() except -1: * cdef inline int import_umath() except -1:
* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8633,7 +8684,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8633,7 +8684,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
goto __pyx_L8_try_end; goto __pyx_L8_try_end;
__pyx_L3_error:; __pyx_L3_error:;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":889 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":889
* try: * try:
* _import_umath() * _import_umath()
* except Exception: # <<<<<<<<<<<<<< * except Exception: # <<<<<<<<<<<<<<
...@@ -8648,7 +8699,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8648,7 +8699,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
__Pyx_GOTREF(__pyx_t_6); __Pyx_GOTREF(__pyx_t_6);
__Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_7);
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":890 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":890
* _import_umath() * _import_umath()
* except Exception: * except Exception:
* raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<< * raise ImportError("numpy.core.umath failed to import") # <<<<<<<<<<<<<<
...@@ -8664,7 +8715,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8664,7 +8715,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
goto __pyx_L5_except_error; goto __pyx_L5_except_error;
__pyx_L5_except_error:; __pyx_L5_except_error:;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":887 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":887
* *
* cdef inline int import_umath() except -1: * cdef inline int import_umath() except -1:
* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8679,7 +8730,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8679,7 +8730,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
__pyx_L8_try_end:; __pyx_L8_try_end:;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":886 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":886
* raise ImportError("numpy.core.multiarray failed to import") * raise ImportError("numpy.core.multiarray failed to import")
* *
* cdef inline int import_umath() except -1: # <<<<<<<<<<<<<< * cdef inline int import_umath() except -1: # <<<<<<<<<<<<<<
...@@ -8702,7 +8753,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { ...@@ -8702,7 +8753,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) {
return __pyx_r; return __pyx_r;
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":892 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":892
* raise ImportError("numpy.core.umath failed to import") * raise ImportError("numpy.core.umath failed to import")
* *
* cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<< * cdef inline int import_ufunc() except -1: # <<<<<<<<<<<<<<
...@@ -8726,7 +8777,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { ...@@ -8726,7 +8777,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":893 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":893
* *
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* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
...@@ -8742,7 +8793,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { ...@@ -8742,7 +8793,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
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/*try:*/ { /*try:*/ {
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":894 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":894
* cdef inline int import_ufunc() except -1: * cdef inline int import_ufunc() except -1:
* try: * try:
* _import_umath() # <<<<<<<<<<<<<< * _import_umath() # <<<<<<<<<<<<<<
...@@ -8751,7 +8802,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { ...@@ -8751,7 +8802,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
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__pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 894, __pyx_L3_error) __pyx_t_4 = _import_umath(); if (unlikely(__pyx_t_4 == ((int)-1))) __PYX_ERR(1, 894, __pyx_L3_error)
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":893 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":893
* *
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* try: # <<<<<<<<<<<<<< * try: # <<<<<<<<<<<<<<
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":895 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":895
* try: * try:
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...@@ -8780,7 +8831,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { ...@@ -8780,7 +8831,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
__Pyx_GOTREF(__pyx_t_6); __Pyx_GOTREF(__pyx_t_6);
__Pyx_GOTREF(__pyx_t_7); __Pyx_GOTREF(__pyx_t_7);
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":896 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":896
* _import_umath() * _import_umath()
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__pyx_L5_except_error:; __pyx_L5_except_error:;
/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":893 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":893
* *
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...@@ -8811,7 +8862,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { ...@@ -8811,7 +8862,7 @@ static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) {
__pyx_L8_try_end:; __pyx_L8_try_end:;
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{&__pyx_n_s_get_version, __pyx_k_get_version, sizeof(__pyx_k_get_version), 0, 0, 1, 1}, {&__pyx_n_s_get_version, __pyx_k_get_version, sizeof(__pyx_k_get_version), 0, 0, 1, 1},
{&__pyx_n_s_gof, __pyx_k_gof, sizeof(__pyx_k_gof), 0, 0, 1, 1},
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{&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1}, {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1},
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{&__pyx_n_s_len_output_storage, __pyx_k_len_output_storage, sizeof(__pyx_k_len_output_storage), 0, 0, 1, 1}, {&__pyx_n_s_len_output_storage, __pyx_k_len_output_storage, sizeof(__pyx_k_len_output_storage), 0, 0, 1, 1},
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{&__pyx_n_s_link, __pyx_k_link, sizeof(__pyx_k_link), 0, 0, 1, 1},
{&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1}, {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
{&__pyx_n_s_maker, __pyx_k_maker, sizeof(__pyx_k_maker), 0, 0, 1, 1}, {&__pyx_n_s_maker, __pyx_k_maker, sizeof(__pyx_k_maker), 0, 0, 1, 1},
{&__pyx_n_s_mintaps, __pyx_k_mintaps, sizeof(__pyx_k_mintaps), 0, 0, 1, 1}, {&__pyx_n_s_mintaps, __pyx_k_mintaps, sizeof(__pyx_k_mintaps), 0, 0, 1, 1},
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{&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1}, {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
{&__pyx_n_s_nb_mitmot_in, __pyx_k_nb_mitmot_in, sizeof(__pyx_k_nb_mitmot_in), 0, 0, 1, 1}, {&__pyx_n_s_nb_mitmot_in, __pyx_k_nb_mitmot_in, sizeof(__pyx_k_nb_mitmot_in), 0, 0, 1, 1},
{&__pyx_n_s_nbsteps, __pyx_k_nbsteps, sizeof(__pyx_k_nbsteps), 0, 0, 1, 1}, {&__pyx_n_s_nbsteps, __pyx_k_nbsteps, sizeof(__pyx_k_nbsteps), 0, 0, 1, 1},
{&__pyx_n_s_need_update_inputs, __pyx_k_need_update_inputs, sizeof(__pyx_k_need_update_inputs), 0, 0, 1, 1}, {&__pyx_n_u_need_update_inputs, __pyx_k_need_update_inputs, sizeof(__pyx_k_need_update_inputs), 0, 1, 0, 1},
{&__pyx_n_s_new_var, __pyx_k_new_var, sizeof(__pyx_k_new_var), 0, 0, 1, 1}, {&__pyx_n_s_new_var, __pyx_k_new_var, sizeof(__pyx_k_new_var), 0, 0, 1, 1},
{&__pyx_n_s_nit_sot_arg_offset, __pyx_k_nit_sot_arg_offset, sizeof(__pyx_k_nit_sot_arg_offset), 0, 0, 1, 1}, {&__pyx_n_s_nit_sot_arg_offset, __pyx_k_nit_sot_arg_offset, sizeof(__pyx_k_nit_sot_arg_offset), 0, 0, 1, 1},
{&__pyx_n_s_node, __pyx_k_node, sizeof(__pyx_k_node), 0, 0, 1, 1}, {&__pyx_n_s_node, __pyx_k_node, sizeof(__pyx_k_node), 0, 0, 1, 1},
{&__pyx_n_s_nodes, __pyx_k_nodes, sizeof(__pyx_k_nodes), 0, 0, 1, 1}, {&__pyx_n_s_nodes, __pyx_k_nodes, sizeof(__pyx_k_nodes), 0, 0, 1, 1},
{&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 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_u_numpy_core_multiarray_failed_to, __pyx_k_numpy_core_multiarray_failed_to, sizeof(__pyx_k_numpy_core_multiarray_failed_to), 0, 1, 0, 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_kp_u_numpy_core_umath_failed_to_impor, __pyx_k_numpy_core_umath_failed_to_impor, sizeof(__pyx_k_numpy_core_umath_failed_to_impor), 0, 1, 0, 0},
{&__pyx_n_s_o_offset, __pyx_k_o_offset, sizeof(__pyx_k_o_offset), 0, 0, 1, 1}, {&__pyx_n_s_o_offset, __pyx_k_o_offset, sizeof(__pyx_k_o_offset), 0, 0, 1, 1},
{&__pyx_n_s_o_s, __pyx_k_o_s, sizeof(__pyx_k_o_s), 0, 0, 1, 1}, {&__pyx_n_s_o_s, __pyx_k_o_s, sizeof(__pyx_k_o_s), 0, 0, 1, 1},
{&__pyx_n_s_offset, __pyx_k_offset, sizeof(__pyx_k_offset), 0, 0, 1, 1}, {&__pyx_n_s_offset, __pyx_k_offset, sizeof(__pyx_k_offset), 0, 0, 1, 1},
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{&__pyx_n_s_perform, __pyx_k_perform, sizeof(__pyx_k_perform), 0, 0, 1, 1}, {&__pyx_n_s_perform, __pyx_k_perform, sizeof(__pyx_k_perform), 0, 0, 1, 1},
{&__pyx_n_s_pos, __pyx_k_pos, sizeof(__pyx_k_pos), 0, 0, 1, 1}, {&__pyx_n_s_pos, __pyx_k_pos, sizeof(__pyx_k_pos), 0, 0, 1, 1},
{&__pyx_n_s_position_of_error, __pyx_k_position_of_error, sizeof(__pyx_k_position_of_error), 0, 0, 1, 1}, {&__pyx_n_s_position_of_error, __pyx_k_position_of_error, sizeof(__pyx_k_position_of_error), 0, 0, 1, 1},
{&__pyx_n_u_position_of_error, __pyx_k_position_of_error, sizeof(__pyx_k_position_of_error), 0, 1, 0, 1},
{&__pyx_n_s_profile, __pyx_k_profile, sizeof(__pyx_k_profile), 0, 0, 1, 1}, {&__pyx_n_s_profile, __pyx_k_profile, sizeof(__pyx_k_profile), 0, 0, 1, 1},
{&__pyx_n_u_profile, __pyx_k_profile, sizeof(__pyx_k_profile), 0, 1, 0, 1},
{&__pyx_n_s_raise_with_op, __pyx_k_raise_with_op, sizeof(__pyx_k_raise_with_op), 0, 0, 1, 1}, {&__pyx_n_s_raise_with_op, __pyx_k_raise_with_op, sizeof(__pyx_k_raise_with_op), 0, 0, 1, 1},
{&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1}, {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
{&__pyx_n_s_reshape, __pyx_k_reshape, sizeof(__pyx_k_reshape), 0, 0, 1, 1}, {&__pyx_n_s_reshape, __pyx_k_reshape, sizeof(__pyx_k_reshape), 0, 0, 1, 1},
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{&__pyx_n_s_tap_array_len, __pyx_k_tap_array_len, sizeof(__pyx_k_tap_array_len), 0, 0, 1, 1}, {&__pyx_n_s_tap_array_len, __pyx_k_tap_array_len, sizeof(__pyx_k_tap_array_len), 0, 0, 1, 1},
{&__pyx_n_s_tdx, __pyx_k_tdx, sizeof(__pyx_k_tdx), 0, 0, 1, 1}, {&__pyx_n_s_tdx, __pyx_k_tdx, sizeof(__pyx_k_tdx), 0, 0, 1, 1},
{&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1}, {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
{&__pyx_n_s_theano, __pyx_k_theano, sizeof(__pyx_k_theano), 0, 0, 1, 1}, {&__pyx_n_s_theano_link_utils, __pyx_k_theano_link_utils, sizeof(__pyx_k_theano_link_utils), 0, 0, 1, 1},
{&__pyx_n_s_theano_scan_scan_perform, __pyx_k_theano_scan_scan_perform, sizeof(__pyx_k_theano_scan_scan_perform), 0, 0, 1, 1}, {&__pyx_n_s_theano_scan_scan_perform, __pyx_k_theano_scan_scan_perform, sizeof(__pyx_k_theano_scan_scan_perform), 0, 0, 1, 1},
{&__pyx_n_s_thunks, __pyx_k_thunks, sizeof(__pyx_k_thunks), 0, 0, 1, 1}, {&__pyx_n_s_thunks, __pyx_k_thunks, sizeof(__pyx_k_thunks), 0, 0, 1, 1},
{&__pyx_n_u_thunks, __pyx_k_thunks, sizeof(__pyx_k_thunks), 0, 1, 0, 1},
{&__pyx_n_s_time, __pyx_k_time, sizeof(__pyx_k_time), 0, 0, 1, 1}, {&__pyx_n_s_time, __pyx_k_time, sizeof(__pyx_k_time), 0, 0, 1, 1},
{&__pyx_n_s_tmp, __pyx_k_tmp, sizeof(__pyx_k_tmp), 0, 0, 1, 1}, {&__pyx_n_s_tmp, __pyx_k_tmp, sizeof(__pyx_k_tmp), 0, 0, 1, 1},
{&__pyx_n_s_type, __pyx_k_type, sizeof(__pyx_k_type), 0, 0, 1, 1}, {&__pyx_n_s_type, __pyx_k_type, sizeof(__pyx_k_type), 0, 0, 1, 1},
{&__pyx_n_s_update, __pyx_k_update, sizeof(__pyx_k_update), 0, 0, 1, 1}, {&__pyx_n_s_update, __pyx_k_update, sizeof(__pyx_k_update), 0, 0, 1, 1},
{&__pyx_n_s_update_profile, __pyx_k_update_profile, sizeof(__pyx_k_update_profile), 0, 0, 1, 1}, {&__pyx_n_s_update_profile, __pyx_k_update_profile, sizeof(__pyx_k_update_profile), 0, 0, 1, 1},
{&__pyx_n_u_update_profile, __pyx_k_update_profile, sizeof(__pyx_k_update_profile), 0, 1, 0, 1},
{&__pyx_n_s_value_zeros, __pyx_k_value_zeros, sizeof(__pyx_k_value_zeros), 0, 0, 1, 1}, {&__pyx_n_s_value_zeros, __pyx_k_value_zeros, sizeof(__pyx_k_value_zeros), 0, 0, 1, 1},
{&__pyx_n_s_var, __pyx_k_var, sizeof(__pyx_k_var), 0, 0, 1, 1}, {&__pyx_n_s_var, __pyx_k_var, sizeof(__pyx_k_var), 0, 0, 1, 1},
{&__pyx_n_s_vector_outs, __pyx_k_vector_outs, sizeof(__pyx_k_vector_outs), 0, 0, 1, 1}, {&__pyx_n_s_vector_outs, __pyx_k_vector_outs, sizeof(__pyx_k_vector_outs), 0, 0, 1, 1},
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__pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_s_We_didn_t_implemented_yet_the_ca); if (unlikely(!__pyx_tuple_)) __PYX_ERR(0, 217, __pyx_L1_error) __pyx_tuple_ = PyTuple_Pack(1, __pyx_kp_u_We_didn_t_implemented_yet_the_ca); if (unlikely(!__pyx_tuple_)) __PYX_ERR(0, 217, __pyx_L1_error)
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* "An output of the scan has changed shape. " * "An output of the scan has changed shape. "
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__pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_An_output_of_the_scan_has_change); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 553, __pyx_L1_error) __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_u_An_output_of_the_scan_has_change); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 553, __pyx_L1_error)
__Pyx_GOTREF(__pyx_tuple__5); __Pyx_GOTREF(__pyx_tuple__5);
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":884 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":884
* __pyx_import_array() * __pyx_import_array()
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/* "../../../../../../apps/anaconda3/envs/theano-3.6/lib/python3.6/site-packages/numpy/__init__.pxd":890 /* "../../../../../../apps/anaconda3/envs/theano-3.7/lib/python3.7/site-packages/numpy/__init__.pxd":890
* _import_umath() * _import_umath()
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...@@ -9124,7 +9175,7 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { ...@@ -9124,7 +9175,7 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
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...@@ -9149,7 +9200,7 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { ...@@ -9149,7 +9200,7 @@ static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) {
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......
theano/scan/scan_perform_ext.py
浏览文件 @ 175e7843
...@@ -5,27 +5,23 @@ To update the `Scan` Cython code you must ...@@ -5,27 +5,23 @@ To update the `Scan` Cython code you must
- run `cython scan_perform.pyx; mv scan_perform.c c_code` - run `cython scan_perform.pyx; mv scan_perform.c c_code`
""" """
import errno
import logging import logging
import os import os
import sys import sys
import warnings
from importlib import reload from importlib import reload
import numpy as np
import theano import theano
from theano.compile.compilelock import lock_ctx from theano.compile.compilelock import lock_ctx
from theano.configdefaults import config from theano.configdefaults import config
from theano.link.c import cmodule from theano.link.c import cmodule
_logger = logging.getLogger("theano.scan.scan_perform") if not config.cxx:
raise ImportError("No C compiler; cannot compile Cython-generated code")
_logger = logging.getLogger("theano.scan.scan_perform")
version = 0.297 # must match constant returned in function get_version() version = 0.298 # must match constant returned in function get_version()
need_reload = False need_reload = False
...@@ -48,9 +44,15 @@ try: ...@@ -48,9 +44,15 @@ try:
try_import() try_import()
need_reload = True need_reload = True
if version != getattr(scan_perform, "_version", None): if version != getattr(scan_perform, "_version", None):
raise ImportError() raise ImportError("Scan code version mismatch")
except ImportError: except ImportError:
with lock_ctx():
dirname = "scan_perform"
loc = os.path.join(config.compiledir, dirname)
os.makedirs(loc, exist_ok=True)
with lock_ctx(loc):
# Maybe someone else already finished compiling it while we were # Maybe someone else already finished compiling it while we were
# waiting for the lock? # waiting for the lock?
try: try:
...@@ -61,87 +63,55 @@ except ImportError: ...@@ -61,87 +63,55 @@ except ImportError:
else: else:
try_import() try_import()
need_reload = True need_reload = True
if version != getattr(scan_perform, "_version", None): if version != getattr(scan_perform, "_version", None):
raise ImportError() raise ImportError()
except ImportError: except ImportError:
if not config.cxx:
raise ImportError("no c compiler, can't compile cython code")
_logger.info("Compiling C code for scan") _logger.info("Compiling C code for scan")
dirname = "scan_perform"
cfile = os.path.join(theano.__path__[0], "scan", "c_code", "scan_perform.c") cfile = os.path.join(theano.__path__[0], "scan", "c_code", "scan_perform.c")
if not os.path.exists(cfile): if not os.path.exists(cfile):
# This can happen in not normal case. We just raise ImportError(
# disable the cython code. If we are here the user "The file scan_perform.c is not available, so scan "
# didn't disable the compiler, so print a warning. "will not use its Cython implementation."
warnings.warn(
"The file scan_perform.c is not available. This do"
"not happen normally. You are probably in a strange"
"setup. This mean Theano can not use the cython code for "
"scan. If you"
"want to remove this warning, use the Theano flag"
"'cxx=' (set to an empty string) to disable all c"
"code generation."
) )
raise ImportError("The file lazylinker_c.c is not available.")
with open(cfile) as f:
code = f.read()
loc = os.path.join(config.compiledir, dirname)
if not os.path.exists(loc):
try:
os.mkdir(loc)
except OSError as e:
assert e.errno == errno.EEXIST
assert os.path.exists(loc)
preargs = ["-fwrapv", "-O2", "-fno-strict-aliasing"] preargs = ["-fwrapv", "-O2", "-fno-strict-aliasing"]
preargs += cmodule.GCC_compiler.compile_args() preargs += cmodule.GCC_compiler.compile_args()
# Cython 19.1 always use the old NumPy interface. So we
# need to manually modify the .c file to get it compiled with open(cfile) as f:
# by Theano. As by default, we tell NumPy to don't import code = f.read()
# the old interface.
if False:
# During scan cython development, it is helpful to keep the old interface, to don't manually edit the c file each time.
preargs.remove("-DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION")
else:
numpy_ver = [int(n) for n in np.__version__.split(".")[:2]]
# Add add some macro to lower the number of edit
# needed to the c file.
if bool(numpy_ver >= [1, 7]):
# Needed when we disable the old API, as cython
# use the old interface
preargs.append("-DNPY_ENSUREARRAY=NPY_ARRAY_ENSUREARRAY")
preargs.append("-DNPY_ENSURECOPY=NPY_ARRAY_ENSURECOPY")
preargs.append("-DNPY_ALIGNED=NPY_ARRAY_ALIGNED")
preargs.append("-DNPY_WRITEABLE=NPY_ARRAY_WRITEABLE")
preargs.append("-DNPY_UPDATE_ALL=NPY_ARRAY_UPDATE_ALL")
preargs.append("-DNPY_C_CONTIGUOUS=NPY_ARRAY_C_CONTIGUOUS")
preargs.append("-DNPY_F_CONTIGUOUS=NPY_ARRAY_F_CONTIGUOUS")
cmodule.GCC_compiler.compile_str( cmodule.GCC_compiler.compile_str(
dirname, code, location=loc, preargs=preargs, hide_symbols=False dirname, code, location=loc, preargs=preargs, hide_symbols=False
) )
# Save version into the __init__.py file. # Save version into the __init__.py file.
init_py = os.path.join(loc, "__init__.py") init_py = os.path.join(loc, "__init__.py")
with open(init_py, "w") as f: with open(init_py, "w") as f:
f.write(f"_version = {version}\n") f.write(f"_version = {version}\n")
# If we just compiled the module for the first time, then it was # If we just compiled the module for the first time, then it was
# imported at the same time: we need to make sure we do not # imported at the same time. We need to make sure we do not reload
# reload the now outdated __init__.pyc below. # the now outdated __init__.pyc below.
init_pyc = os.path.join(loc, "__init__.pyc") init_pyc = os.path.join(loc, "__init__.pyc")
if os.path.isfile(init_pyc): if os.path.isfile(init_pyc):
os.remove(init_pyc) os.remove(init_pyc)
try_import() try_import()
try_reload() try_reload()
from scan_perform import scan_perform as scan_c from scan_perform import scan_perform as scan_c
assert scan_perform._version == scan_c.get_version() assert scan_perform._version == scan_c.get_version()
_logger.info(f"New version {scan_perform._version}") _logger.info(f"New version {scan_perform._version}")
# This is caused as cython use the old NumPy C-API but we use the new one. from scan_perform.scan_perform import get_version, perform # noqa: F401, E402
# To fix it completely, we would need to modify Cython to use the new API.
with warnings.catch_warnings():
warnings.filterwarnings("ignore", message="numpy.ndarray size changed")
from scan_perform.scan_perform import get_version, perform # noqa: F401
assert version == get_version() assert version == get_version()
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