Bug Summary

File:home/liujun/Analysis/pyrefcon_ws/Paddle/build/paddle/fluid/pybind/../../../../paddle/fluid/pybind/eager_utils.cc
Warning:line 1890, column 15
PyObject ownership leak with reference count of 1

Annotated Source Code

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clang -cc1 -cc1 -triple x86_64-unknown-linux-gnu -analyze -disable-free -disable-llvm-verifier -discard-value-names -main-file-name eager_utils.cc -analyzer-store=region -analyzer-opt-analyze-nested-blocks -analyzer-checker=core -analyzer-checker=apiModeling -analyzer-checker=unix -analyzer-checker=deadcode -analyzer-checker=cplusplus -analyzer-checker=security.insecureAPI.UncheckedReturn -analyzer-checker=security.insecureAPI.getpw -analyzer-checker=security.insecureAPI.gets -analyzer-checker=security.insecureAPI.mktemp -analyzer-checker=security.insecureAPI.mkstemp -analyzer-checker=security.insecureAPI.vfork -analyzer-checker=nullability.NullPassedToNonnull -analyzer-checker=nullability.NullReturnedFromNonnull -analyzer-output plist -w -analyzer-display-progress -analyzer-output=html -analyzer-checker=python -analyzer-disable-checker=deadcode -analyzer-config suppress-inlined-defensive-checks=false -analyzer-config suppress-null-return-paths=false -analyzer-config crosscheck-with-z3=true -analyzer-config model-path=/opt/pyrefcon/lib/pyrefcon/models -analyzer-config experimental-enable-naive-ctu-analysis=true -analyzer-config ctu-dir=/home/liujun/Analysis/pyrefcon_ws/Paddle/build/panda-output -analyzer-config ctu-index-name=/home/liujun/Analysis/pyrefcon_ws/Paddle/build/panda-output/externalDefMap.txt -analyzer-config ctu-invocation-list=/home/liujun/Analysis/pyrefcon_ws/Paddle/build/panda-output/invocations.yaml -analyzer-config display-ctu-progress=true -setup-static-analyzer -analyzer-config-compatibility-mode=true -mrelocation-model pic -pic-level 2 -fhalf-no-semantic-interposition -mframe-pointer=all -fmath-errno -fno-rounding-math -mconstructor-aliases -munwind-tables -target-cpu x86-64 -target-feature +avx -tune-cpu generic -debugger-tuning=gdb -ffunction-sections -fdata-sections -fcoverage-compilation-dir=/home/liujun/Analysis/pyrefcon_ws/Paddle/build/paddle/fluid/pybind -resource-dir /opt/pyrefcon/lib/clang/13.0.0 -D HPPL_STUB_FUNC -D LAPACK_FOUND -D PADDLE_DISABLE_PROFILER -D PADDLE_DLL_EXPORT -D PADDLE_ON_INFERENCE -D PADDLE_USE_PTHREAD_BARRIER -D PADDLE_USE_PTHREAD_SPINLOCK -D PADDLE_VERSION=0.0.0 -D PADDLE_VERSION_INTEGER=0 -D PADDLE_WITH_AVX -D PADDLE_WITH_CRYPTO -D PADDLE_WITH_CUSTOM_DEVICE -D PADDLE_WITH_DNNL -D PADDLE_WITH_MKLML -D PADDLE_WITH_POCKETFFT -D PADDLE_WITH_SSE3 -D PADDLE_WITH_XBYAK -D STATIC_IR -D XBYAK64 -D XBYAK_NO_OP_NAMES -D paddle_EXPORTS -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build -I /home/liujun/Analysis/pyrefcon_ws/Paddle/paddle/fluid/framework/io -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/zlib/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/gflags/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/glog/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/third_party/eigen3 -I /home/liujun/Analysis/pyrefcon_ws/Paddle/third_party/threadpool -I /home/liujun/Analysis/pyrefcon_ws/Paddle/third_party/dlpack/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/xxhash/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/warpctc/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/warprnnt/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/utf8proc/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/mklml/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/mkldnn/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/protobuf/include -I /opt/pyrefcon/include/python3.8 -I /home/liujun/Software/miniconda3/envs/paddle_venv/lib/python3.8/site-packages/numpy/core/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/pybind/src/extern_pybind/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/gloo/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/xbyak/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/xbyak/include/xbyak -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/install/cryptopp/include -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/third_party/pocketfft/src -I /home/liujun/Analysis/pyrefcon_ws/Paddle -I /home/liujun/Analysis/pyrefcon_ws/Paddle/build/../paddle/fluid/framework/io -D NDEBUG -internal-isystem /usr/lib/gcc/x86_64-linux-gnu/10/../../../../include/c++/10 -internal-isystem /usr/lib/gcc/x86_64-linux-gnu/10/../../../../include/x86_64-linux-gnu/c++/10 -internal-isystem /usr/lib/gcc/x86_64-linux-gnu/10/../../../../include/c++/10/backward -internal-isystem /opt/pyrefcon/lib/clang/13.0.0/include -internal-isystem /usr/local/include -internal-isystem /usr/lib/gcc/x86_64-linux-gnu/10/../../../../x86_64-linux-gnu/include -internal-externc-isystem /usr/include/x86_64-linux-gnu -internal-externc-isystem /include -internal-externc-isystem /usr/include -O3 -std=c++17 -fdeprecated-macro -fdebug-compilation-dir=/home/liujun/Analysis/pyrefcon_ws/Paddle/build/paddle/fluid/pybind -ferror-limit 19 -fopenmp -fopenmp-cuda-parallel-target-regions -fgnuc-version=4.2.1 -fcxx-exceptions -fexceptions -fcolor-diagnostics -vectorize-loops -vectorize-slp -faddrsig -D__GCC_HAVE_DWARF2_CFI_ASM=1 -o /home/liujun/Analysis/pyrefcon_ws/Paddle/build/panda-output/reports -x c++ ../../../../paddle/fluid/pybind/eager_utils.cc

../../../../paddle/fluid/pybind/eager_utils.cc

→
1/* Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
2Licensed under the Apache License, Version 2.0 (the "License");
3you may not use this file except in compliance with the License.
4You may obtain a copy of the License at
5http://www.apache.org/licenses/LICENSE-2.0
6Unless required by applicable law or agreed to in writing, software
7distributed under the License is distributed on an "AS IS" BASIS,
8WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
9See the License for the specific language governing permissions and
10limitations under the License. */
11
12#include "paddle/fluid/pybind/eager_utils.h"
13#include <Python.h>
14#include "paddle/ir/core/value.h"
15// Avoid a problem with copysign defined in pyconfig.h on Windows.
16#ifdef copysign
17#undef copysign
18#endif
19
20#include <string>
21#include <vector>
22
23#include "paddle/fluid/eager/api/all.h"
24#include "paddle/fluid/eager/autograd_meta.h"
25#include "paddle/fluid/eager/hooks.h"
26#include "paddle/fluid/framework/convert_utils.h"
27#include "paddle/fluid/framework/scope.h"
28#include "paddle/fluid/framework/scope_guard.h"
29#include "paddle/fluid/jit/function.h"
30#include "paddle/fluid/memory/allocation/allocator.h"
31#include "paddle/fluid/operators/py_func_op.h"
32#include "paddle/fluid/operators/utils.h"
33#include "paddle/fluid/platform/enforce.h"
34#include "paddle/fluid/pybind/eager.h"
35#include "paddle/fluid/pybind/op_function_common.h"
36#include "paddle/fluid/pybind/tensor_py.h"
37#include "paddle/phi/api/ext/op_meta_info.h"
38#include "paddle/phi/common/data_type.h"
39#include "paddle/phi/core/compat/convert_utils.h"
40#include "paddle/phi/core/dense_tensor.h"
41#include "paddle/phi/core/flags.h"
42
43PHI_DECLARE_bool(check_nan_inf)namespace paddle_flags { extern bool FLAGS_check_nan_inf; } using
paddle_flags::FLAGS_check_nan_inf;
44PHI_DECLARE_int32(check_nan_inf_level)namespace paddle_flags { extern int32_t FLAGS_check_nan_inf_level
; } using paddle_flags::FLAGS_check_nan_inf_level;
45namespace paddle {
46namespace pybind {
47
48extern PyTypeObject* p_tensor_type;
49extern PyTypeObject* p_string_tensor_type;
50
51extern PyTypeObject* g_framework_scope_pytype;
52extern PyTypeObject* g_ir_opresult_pytype;
53extern PyTypeObject* g_vartype_pytype;
54extern PyTypeObject* g_data_type_pytype;
55extern PyTypeObject* g_place_pytype;
56extern PyTypeObject* g_cudaplace_pytype;
57extern PyTypeObject* g_cpuplace_pytype;
58extern PyTypeObject* g_xpuplace_pytype;
59extern PyTypeObject* g_cudapinnedplace_pytype;
60extern PyTypeObject* g_customplace_pytype;
61extern PyTypeObject* g_framework_tensor_pytype;
62extern PyTypeObject* g_framework_lodtensorarray_pytype;
63extern PyTypeObject* g_jit_function_pytype;
64extern PyTypeObject* g_tensor_dist_attr_pytype;
65
66int TensorDtype2NumpyDtype(phi::DataType dtype) {
67 switch (dtype) {
68 case phi::DataType::BOOL:
69 return pybind11::detail::npy_api::NPY_BOOL_;
70 case phi::DataType::INT8:
71 return pybind11::detail::npy_api::NPY_INT8_;
72 case phi::DataType::UINT8:
73 return pybind11::detail::npy_api::NPY_UINT8_;
74 case phi::DataType::INT16:
75 return pybind11::detail::npy_api::NPY_INT16_;
76 case phi::DataType::INT32:
77 return pybind11::detail::npy_api::NPY_INT32_;
78 case phi::DataType::INT64:
79 return pybind11::detail::npy_api::NPY_INT64_;
80 case phi::DataType::BFLOAT16:
81 return pybind11::detail::NPY_UINT16_;
82 case phi::DataType::FLOAT16:
83 return pybind11::detail::NPY_FLOAT16_;
84 case phi::DataType::FLOAT32:
85 return pybind11::detail::npy_api::NPY_FLOAT_;
86 case phi::DataType::FLOAT64:
87 return pybind11::detail::npy_api::NPY_DOUBLE_;
88 case phi::DataType::COMPLEX64:
89 return pybind11::detail::NPY_COMPLEX64;
90 case phi::DataType::COMPLEX128:
91 return pybind11::detail::NPY_COMPLEX128;
92 case phi::DataType::PSTRING:
93 return pybind11::detail::npy_api::NPY_UNICODE_;
94 default:
95 PADDLE_THROW(paddle::platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(paddle::platform::errors::InvalidArgument( "Unknow phi::DataType, the int value = %d."
, static_cast<int>(dtype))), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 97); } while (0)
96 "Unknow phi::DataType, the int value = %d.",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(paddle::platform::errors::InvalidArgument( "Unknow phi::DataType, the int value = %d."
, static_cast<int>(dtype))), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 97); } while (0)
97 static_cast<int>(dtype)))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(paddle::platform::errors::InvalidArgument( "Unknow phi::DataType, the int value = %d."
, static_cast<int>(dtype))), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 97); } while (0);
98 return 0;
99 }
100}
101
102bool PyObject_CheckLongOrConvertToLong(PyObject** obj) {
103 if (PyLong_Check(*obj)((((((PyObject*)(*obj))->ob_type))->tp_flags & ((1UL
<< 24))) != 0) && !PyBool_Check(*obj)((((PyObject*)(*obj))->ob_type) == &PyBool_Type)) {
104 return true;
105 }
106
107 if (std::string((reinterpret_cast<PyTypeObject*>((*obj)->ob_type))->tp_name)
108 .find("numpy") != std::string::npos) {
109 auto to = PyNumber_Long(*obj);
110 if (to) {
111 *obj = to;
112 return true;
113 }
114 }
115
116 return false;
117}
118
119bool PyObject_CheckFloatOrConvertToFloat(PyObject** obj) {
120 // sometimes users provide PyLong or numpy.int64 but attr is float
121 if (PyFloat_Check(*obj)((((PyObject*)(*obj))->ob_type) == (&PyFloat_Type) || PyType_IsSubtype
((((PyObject*)(*obj))->ob_type), (&PyFloat_Type))) || PyLong_Check(*obj)((((((PyObject*)(*obj))->ob_type))->tp_flags & ((1UL
<< 24))) != 0)) {
122 return true;
123 }
124 if (std::string((reinterpret_cast<PyTypeObject*>((*obj)->ob_type))->tp_name)
125 .find("numpy") != std::string::npos) {
126 auto to = PyNumber_Float(*obj);
127 if (to) {
128 *obj = to;
129 return true;
130 }
131 }
132 return false;
133}
134
135bool PyObject_CheckStr(PyObject* obj) { return PyUnicode_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 28))) != 0); }
136
137bool PyObject_CheckIROpResult(PyObject* obj) {
138 return PyObject_TypeCheck(obj, g_ir_opresult_pytype)((((PyObject*)(obj))->ob_type) == (g_ir_opresult_pytype) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_ir_opresult_pytype
)));
139}
140
141bool CastPyArg2AttrBoolean(PyObject* obj, ssize_t arg_pos) {
142 if (obj == Py_None(&_Py_NoneStruct)) {
143 return false; // To be compatible with QA integration testing. Some
144 // test cases pass in None.
145 } else if (obj == Py_True((PyObject *) &_Py_TrueStruct)) {
146 return true;
147 } else if (obj == Py_False((PyObject *) &_Py_FalseStruct)) {
148 return false;
149 } else {
150 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"bool, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 154); } while (0)
151 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"bool, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 154); } while (0)
152 "bool, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"bool, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 154); } while (0)
153 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"bool, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 154); } while (0)
154 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"bool, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 154); } while (0);
155 }
156}
157
158int CastPyArg2AttrInt(PyObject* obj, ssize_t arg_pos) {
159 if (PyObject_CheckLongOrConvertToLong(&obj)) {
160 return static_cast<int>(PyLong_AsLong(obj));
161 } else {
162 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"int, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 166); } while (0)
163 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"int, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 166); } while (0)
164 "int, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"int, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 166); } while (0)
165 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"int, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 166); } while (0)
166 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"int, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 166); } while (0);
167 }
168}
169
170int64_t CastPyArg2AttrLong(PyObject* obj, ssize_t arg_pos) {
171 if (PyObject_CheckLongOrConvertToLong(&obj)) {
172 return (int64_t)PyLong_AsLong(obj); // NOLINT
173 } else {
174 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 178); } while (0)
175 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 178); } while (0)
176 "long, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 178); } while (0)
177 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 178); } while (0)
178 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 178); } while (0);
179 }
180}
181
182size_t CastPyArg2AttrSize_t(PyObject* obj, ssize_t arg_pos) {
183 if (PyObject_CheckLongOrConvertToLong(&obj)) {
184 return PyLong_AsSize_t(obj);
185 } else {
186 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 190); } while (0)
187 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 190); } while (0)
188 "long, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 190); } while (0)
189 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 190); } while (0)
190 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"long, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 190); } while (0);
191 }
192}
193
194float CastPyArg2AttrFloat(PyObject* obj, ssize_t arg_pos) {
195 if (PyObject_CheckFloatOrConvertToFloat(&obj)) {
196 return static_cast<float>(PyFloat_AsDouble(obj));
197 } else {
198 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"float, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 202); } while (0)
199 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"float, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 202); } while (0)
200 "float, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"float, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 202); } while (0)
201 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"float, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 202); } while (0)
202 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"float, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 202); } while (0);
203 }
204}
205
206std::string CastPyArg2AttrString(PyObject* obj, ssize_t arg_pos) {
207 if (PyObject_CheckStr(obj)) {
208 Py_ssize_t size;
209 const char* data;
210 data = PyUnicode_AsUTF8AndSize(obj, &size);
211 return std::string(data, static_cast<size_t>(size));
212 } else {
213 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"str, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 217); } while (0)
214 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"str, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 217); } while (0)
215 "str, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"str, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 217); } while (0)
216 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"str, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 217); } while (0)
217 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"str, but got %s", arg_pos + 1, (reinterpret_cast<PyTypeObject
*>(obj->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 217); } while (0);
218 return "";
219 }
220}
221
222std::shared_ptr<imperative::VarBase> CastPyArg2VarBase(PyObject* obj,
223 ssize_t arg_pos) {
224 return py::cast<std::shared_ptr<imperative::VarBase>>(obj);
225}
226
227void SetPythonStack() {
228 if (FLAGS_check_nan_inf && FLAGS_check_nan_inf_level == 0) {
229 VLOG(4)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (4); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 229).stream() << "this is SetPythonStack";
230 pybind11::gil_scoped_acquire gil;
231 PyObject* mod = PyImport_ImportModule("traceback");
232 PyObject* traceback_list = PyObject_CallMethod(mod, "format_stack", "");
233 std::string str = "";
234 for (Py_ssize_t i = 0; i < PyList_Size(traceback_list); i++) {
235 PyObject* line = PyList_GetItem(traceback_list, i);
236 str += py::str(PyUnicode_AsUTF8(line));
237 }
238 std::string last = str + egr::Controller::Instance().GetPythonStack();
239 egr::Controller::Instance().SetPythonStack(last);
240 }
241}
242
243std::shared_ptr<jit::Function> CastPyArg2JitFunction(PyObject* obj,
244 ssize_t arg_pos) {
245 if (PyObject_TypeCheck(obj, g_jit_function_pytype)((((PyObject*)(obj))->ob_type) == (g_jit_function_pytype) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_jit_function_pytype
)))) {
246 return ::pybind11::handle(obj).cast<std::shared_ptr<jit::Function>>();
247 } else {
248 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"BaseEngine, but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 252); } while (0)
249 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"BaseEngine, but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 252); } while (0)
250 "BaseEngine, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"BaseEngine, but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 252); } while (0)
251 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"BaseEngine, but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 252); } while (0)
252 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"BaseEngine, but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 252); } while (0);
253 }
254}
255
256std::vector<paddle::Tensor> CastPyArg2VectorOfTensor(PyObject* obj,
257 ssize_t arg_pos) {
258 std::vector<paddle::Tensor> result;
259 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
260 Py_ssize_t len = PyList_Size(obj);
261 PyObject* item = nullptr;
262 for (Py_ssize_t i = 0; i < len; i++) {
263 item = PyList_GetItem(obj, i);
264 if (PyObject_TypeCheck(item, p_tensor_type)((((PyObject*)(item))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(item))->ob_type), (p_tensor_type)))) {
265 result.emplace_back(reinterpret_cast<TensorObject*>(item)->tensor);
266 } else if (item == Py_None(&_Py_NoneStruct)) {
267 // emplace empty Tensor for None
268 result.emplace_back();
269 } else {
270 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 275); } while (0)
271 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 275); } while (0)
272 "list of Tensor, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 275); } while (0)
273 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 275); } while (0)
274 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 275); } while (0)
275 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 275); } while (0);
276 }
277 }
278 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
279 Py_ssize_t len = PyTuple_Size(obj);
280 PyObject* item = nullptr;
281 for (Py_ssize_t i = 0; i < len; i++) {
282 item = PyTuple_GetItem(obj, i);
283 if (PyObject_TypeCheck(item, p_tensor_type)((((PyObject*)(item))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(item))->ob_type), (p_tensor_type)))) {
284 result.emplace_back(reinterpret_cast<TensorObject*>(item)->tensor);
285 } else if (item == Py_None(&_Py_NoneStruct)) {
286 // emplace empty Tensor for None
287 result.emplace_back();
288 } else {
289 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 294); } while (0)
290 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 294); } while (0)
291 "list of Tensor, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 294); } while (0)
292 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 294); } while (0)
293 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 294); } while (0)
294 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of Tensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 294); } while (0);
295 }
296 }
297 } else if (obj == Py_None(&_Py_NoneStruct)) {
298 return {};
299 } else if (PyObject_TypeCheck(obj, p_tensor_type)((((PyObject*)(obj))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (p_tensor_type)))) {
300 return {reinterpret_cast<TensorObject*>(obj)->tensor};
301 } else {
302 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 306); } while (0)
303 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 306); } while (0)
304 "list or tuple, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 306); } while (0)
305 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 306); } while (0)
306 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 306); } while (0);
307 }
308 return result;
309}
310
311std::vector<int> CastPyArg2VectorOfInt(PyObject* obj, size_t arg_pos) {
312 std::vector<int> result;
313 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
314 Py_ssize_t len = PyList_Size(obj);
315 PyObject* item = nullptr;
316 for (Py_ssize_t i = 0; i < len; i++) {
317 item = PyList_GET_ITEM(obj, i)(((PyListObject *)(obj))->ob_item[i]);
318 if (PyObject_CheckLongOrConvertToLong(&item)) {
319 result.emplace_back(static_cast<int>(PyLong_AsLong(item)));
320 } else {
321 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 326); } while (0)
322 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 326); } while (0)
323 "list of int, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 326); } while (0)
324 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 326); } while (0)
325 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 326); } while (0)
326 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 326); } while (0);
327 }
328 }
329 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
330 Py_ssize_t len = PyTuple_Size(obj);
331 PyObject* item = nullptr;
332 for (Py_ssize_t i = 0; i < len; i++) {
333 item = PyTuple_GET_ITEM(obj, i)(((PyTupleObject *)(obj))->ob_item[i]);
334 if (PyObject_CheckLongOrConvertToLong(&item)) {
335 result.emplace_back(static_cast<int>(PyLong_AsLong(item)));
336 } else {
337 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 342); } while (0)
338 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 342); } while (0)
339 "list of int, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 342); } while (0)
340 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 342); } while (0)
341 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 342); } while (0)
342 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 342); } while (0);
343 }
344 }
345 } else if (obj == Py_None(&_Py_NoneStruct)) {
346 return {};
347 } else if (PyObject_CheckLongOrConvertToLong(&obj)) {
348 return {static_cast<int>(PyLong_AsLong(obj))};
349 } else {
350 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 354); } while (0)
351 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 354); } while (0)
352 "list or tuple, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 354); } while (0)
353 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 354); } while (0)
354 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 354); } while (0);
355 }
356 return result;
357}
358
359std::vector<int64_t> CastPyArg2VectorOfInt64(PyObject* obj, size_t arg_pos) {
360 std::vector<int64_t> result;
361 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
362 Py_ssize_t len = PyList_Size(obj);
363 PyObject* item = nullptr;
364 for (Py_ssize_t i = 0; i < len; i++) {
365 item = PyList_GET_ITEM(obj, i)(((PyListObject *)(obj))->ob_item[i]);
366 if (PyObject_CheckLongOrConvertToLong(&item)) {
367 result.emplace_back(static_cast<int64_t>(PyLong_AsLong(item)));
368 } else {
369 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 374); } while (0)
370 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 374); } while (0)
371 "list of int, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 374); } while (0)
372 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 374); } while (0)
373 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 374); } while (0)
374 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 374); } while (0);
375 }
376 }
377 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
378 Py_ssize_t len = PyTuple_Size(obj);
379 PyObject* item = nullptr;
380 for (Py_ssize_t i = 0; i < len; i++) {
381 item = PyTuple_GET_ITEM(obj, i)(((PyTupleObject *)(obj))->ob_item[i]);
382 if (PyObject_CheckLongOrConvertToLong(&item)) {
383 result.emplace_back(static_cast<int64_t>(PyLong_AsLong(item)));
384 } else {
385 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 390); } while (0)
386 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 390); } while (0)
387 "list of int, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 390); } while (0)
388 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 390); } while (0)
389 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 390); } while (0)
390 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 390); } while (0);
391 }
392 }
393 } else if (obj == Py_None(&_Py_NoneStruct)) {
394 return {};
395 } else if (PyObject_CheckLongOrConvertToLong(&obj)) {
396 return {static_cast<int64_t>(PyLong_AsLong(obj))};
397 } else {
398 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 402); } while (0)
399 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 402); } while (0)
400 "list or tuple, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 402); } while (0)
401 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 402); } while (0)
402 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 402); } while (0);
403 }
404 return result;
405}
406
407std::vector<size_t> CastPyArg2VectorOfSize_t(PyObject* obj, size_t arg_pos) {
408 std::vector<size_t> result;
409 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
410 Py_ssize_t len = PyList_Size(obj);
411 PyObject* item = nullptr;
412 for (Py_ssize_t i = 0; i < len; i++) {
413 item = PyList_GetItem(obj, i);
414 if (PyObject_CheckLongOrConvertToLong(&item)) {
415 result.emplace_back(PyLong_AsSize_t(item));
416 } else {
417 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 422); } while (0)
418 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 422); } while (0)
419 "list of int, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 422); } while (0)
420 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 422); } while (0)
421 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 422); } while (0)
422 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of int, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 422); } while (0);
423 }
424 }
425 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
426 Py_ssize_t len = PyTuple_Size(obj);
427 PyObject* item = nullptr;
428 for (Py_ssize_t i = 0; i < len; i++) {
429 item = PyTuple_GET_ITEM(obj, i)(((PyTupleObject *)(obj))->ob_item[i]);
430 if (PyObject_CheckLongOrConvertToLong(&item)) {
431 result.emplace_back(PyLong_AsSize_t(item));
432 } else {
433 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 438); } while (0)
434 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 438); } while (0)
435 "list of size_t, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 438); } while (0)
436 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 438); } while (0)
437 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 438); } while (0)
438 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 438); } while (0);
439 }
440 }
441 } else if (obj == Py_None(&_Py_NoneStruct)) {
442 return {};
443 } else if (PyObject_CheckLongOrConvertToLong(&obj)) {
444 return {PyLong_AsSize_t(obj)};
445 } else {
446 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 450); } while (0)
447 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 450); } while (0)
448 "list of size_t, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 450); } while (0)
449 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 450); } while (0)
450 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of size_t, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 450); } while (0);
451 }
452 return result;
453}
454
455std::vector<float> CastPyArg2VectorOfFloat(PyObject* obj, size_t arg_pos) {
456 std::vector<float> result;
457 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
458 Py_ssize_t len = PyList_Size(obj);
459 PyObject* item = nullptr;
460 for (Py_ssize_t i = 0; i < len; i++) {
461 item = PyList_GetItem(obj, i);
462 if (PyObject_CheckFloatOrConvertToFloat(&item)) {
463 result.emplace_back(static_cast<float>(PyFloat_AsDouble(item)));
464 } else {
465 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 470); } while (0)
466 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 470); } while (0)
467 "list of float, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 470); } while (0)
468 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 470); } while (0)
469 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 470); } while (0)
470 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 470); } while (0);
471 }
472 }
473 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
474 Py_ssize_t len = PyTuple_Size(obj);
475 PyObject* item = nullptr;
476 for (Py_ssize_t i = 0; i < len; i++) {
477 item = PyTuple_GET_ITEM(obj, i)(((PyTupleObject *)(obj))->ob_item[i]);
478 if (PyObject_CheckFloatOrConvertToFloat(&item)) {
479 result.emplace_back(static_cast<float>(PyFloat_AsDouble(item)));
480 } else {
481 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 486); } while (0)
482 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 486); } while (0)
483 "list of float, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 486); } while (0)
484 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 486); } while (0)
485 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 486); } while (0)
486 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 486); } while (0);
487 }
488 }
489 } else if (obj == Py_None(&_Py_NoneStruct)) {
490 return {};
491 } else if (PyObject_CheckFloatOrConvertToFloat(&obj)) {
492 return {static_cast<float>(PyFloat_AsDouble(obj))};
493 } else {
494 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 498); } while (0)
495 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 498); } while (0)
496 "list of float, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 498); } while (0)
497 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 498); } while (0)
498 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of float, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 498); } while (0);
499 }
500 return result;
501}
502
503std::vector<std::vector<size_t>> CastPyArg2VectorOfVectorOfSize_t(
504 PyObject* obj, size_t arg_pos) {
505 std::vector<std::vector<size_t>> result;
506 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
507 Py_ssize_t len = PyList_Size(obj);
508 PyObject* item = nullptr;
509 for (Py_ssize_t i = 0; i < len; i++) {
510 item = PyList_GetItem(obj, i);
511 result.emplace_back(CastPyArg2VectorOfSize_t(item, arg_pos));
512 }
513 } else {
514 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 518); } while (0)
515 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 518); } while (0)
516 "list but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 518); } while (0)
517 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 518); } while (0)
518 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list but got %s", arg_pos + 1, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 518); } while (0);
519 }
520 return result;
521}
522
523platform::Place CastPyArg2Place(PyObject* obj, ssize_t arg_pos) {
524 platform::Place place;
525 if (PyObject_TypeCheck(obj, g_place_pytype)((((PyObject*)(obj))->ob_type) == (g_place_pytype) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (g_place_pytype)))) {
526 place = ::pybind11::handle(obj).cast<platform::Place>();
527 } else if (PyObject_TypeCheck(obj, g_cudaplace_pytype)((((PyObject*)(obj))->ob_type) == (g_cudaplace_pytype) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (g_cudaplace_pytype)))) {
528 place = ::pybind11::handle(obj).cast<platform::CUDAPlace>();
529 } else if (PyObject_TypeCheck(obj, g_cpuplace_pytype)((((PyObject*)(obj))->ob_type) == (g_cpuplace_pytype) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (g_cpuplace_pytype)))) {
530 place = ::pybind11::handle(obj).cast<platform::CPUPlace>();
531 } else if (PyObject_TypeCheck(obj, g_xpuplace_pytype)((((PyObject*)(obj))->ob_type) == (g_xpuplace_pytype) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (g_xpuplace_pytype)))) {
532 place = ::pybind11::handle(obj).cast<platform::XPUPlace>();
533 } else if (PyObject_TypeCheck(obj, g_cudapinnedplace_pytype)((((PyObject*)(obj))->ob_type) == (g_cudapinnedplace_pytype
) || PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_cudapinnedplace_pytype
)))) {
534 place = ::pybind11::handle(obj).cast<platform::CUDAPinnedPlace>();
535 } else if (PyObject_TypeCheck(obj, g_customplace_pytype)((((PyObject*)(obj))->ob_type) == (g_customplace_pytype) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_customplace_pytype
)))) {
536 place = ::pybind11::handle(obj).cast<platform::CustomPlace>();
537 } else {
538 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
539 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
540 "one "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
541 "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
542 "CustomPlace), "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
543 "but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
544 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0)
545 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one " "of(Place,CUDAPlace,CPUPlace,XPUPlace,CUDAPinnedPlace,"
"CustomPlace), " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 545); } while (0);
546 }
547 return place;
548}
549
550using phi::distributed::TensorDistAttr;
551TensorDistAttr CastPyArg2DistAttr(PyObject* obj, ssize_t arg_pos) {
552#ifdef PADDLE_WITH_DISTRIBUTE
553 if (PyObject_IsInstance(
554 obj, reinterpret_cast<PyObject*>(g_tensor_dist_attr_pytype))) {
555 return ::pybind11::handle(obj).cast<TensorDistAttr>();
556 } else {
557 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"TensorDistAttr, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 561); } while (0)
558 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"TensorDistAttr, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 561); } while (0)
559 "TensorDistAttr, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"TensorDistAttr, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 561); } while (0)
560 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"TensorDistAttr, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 561); } while (0)
561 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"TensorDistAttr, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 561); } while (0);
562 }
563#else
564 PADDLE_THROW(platform::errors::Unavailable(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "The parsing of `DistAttr` is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 567); } while (0)
565 "The parsing of `DistAttr` is not supported in the current "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "The parsing of `DistAttr` is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 567); } while (0)
566 "PaddlePaddle, please recompile and installPaddlePaddle with the option "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "The parsing of `DistAttr` is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 567); } while (0)
567 "of `WITH_DISTRIBUTE=ON`."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "The parsing of `DistAttr` is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 567); } while (0);
568#endif
569}
570
571phi::DenseTensor CastPyArg2FrameworkTensor(PyObject* obj, ssize_t arg_pos) {
572 if (PyObject_TypeCheck(obj, g_framework_tensor_pytype)((((PyObject*)(obj))->ob_type) == (g_framework_tensor_pytype
) || PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_framework_tensor_pytype
)))) {
573 return ::pybind11::handle(obj).cast<phi::DenseTensor>();
574 } else {
575 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"DenseTensor, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 579); } while (0)
576 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"DenseTensor, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 579); } while (0)
577 "DenseTensor, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"DenseTensor, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 579); } while (0)
578 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"DenseTensor, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 579); } while (0)
579 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"DenseTensor, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 579); } while (0);
580 }
581}
582
583std::vector<phi::DenseTensor> CastPyArg2VectorOfTensorBase(PyObject* obj,
584 ssize_t arg_pos) {
585 std::vector<phi::DenseTensor> result;
586 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
587 Py_ssize_t len = PyList_Size(obj);
588 PyObject* item = nullptr;
589 for (Py_ssize_t i = 0; i < len; i++) {
590 item = PyList_GetItem(obj, i);
591 if (PyObject_TypeCheck(item, g_framework_tensor_pytype)((((PyObject*)(item))->ob_type) == (g_framework_tensor_pytype
) || PyType_IsSubtype((((PyObject*)(item))->ob_type), (g_framework_tensor_pytype
)))) {
592 result.emplace_back(::pybind11::handle(item).cast<phi::DenseTensor>());
593 } else {
594 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 599); } while (0)
595 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 599); } while (0)
596 "list of LoDTensor, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 599); } while (0)
597 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 599); } while (0)
598 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 599); } while (0)
599 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 599); } while (0);
600 }
601 }
602 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
603 Py_ssize_t len = PyTuple_Size(obj);
604 PyObject* item = nullptr;
605 for (Py_ssize_t i = 0; i < len; i++) {
606 item = PyTuple_GetItem(obj, i);
607 if (PyObject_TypeCheck(item, g_framework_tensor_pytype)((((PyObject*)(item))->ob_type) == (g_framework_tensor_pytype
) || PyType_IsSubtype((((PyObject*)(item))->ob_type), (g_framework_tensor_pytype
)))) {
608 result.emplace_back(::pybind11::handle(item).cast<phi::DenseTensor>());
609 } else {
610 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 615); } while (0)
611 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 615); } while (0)
612 "list of LoDTensor, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 615); } while (0)
613 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 615); } while (0)
614 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 615); } while (0)
615 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list of LoDTensor, but got %s at pos %d", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(item->ob_type)->tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 615); } while (0);
616 }
617 }
618 } else if (PyObject_TypeCheck(obj, g_framework_lodtensorarray_pytype)((((PyObject*)(obj))->ob_type) == (g_framework_lodtensorarray_pytype
) || PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_framework_lodtensorarray_pytype
)))) {
619 for (auto& tensor :
620 (::pybind11::handle(obj).cast<framework::LoDTensorArray>())) {
621 result.emplace_back(tensor);
622 }
623 } else if (obj == Py_None(&_Py_NoneStruct)) {
624 return {};
625 } else if (PyObject_TypeCheck(obj, g_framework_tensor_pytype)((((PyObject*)(obj))->ob_type) == (g_framework_tensor_pytype
) || PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_framework_tensor_pytype
)))) {
626 return {::pybind11::handle(obj).cast<phi::DenseTensor>()};
627 } else {
628 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 632); } while (0)
629 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 632); } while (0)
630 "list or tuple, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 632); } while (0)
631 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 632); } while (0)
632 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"list or tuple, but got %s", arg_pos + 1, reinterpret_cast<
PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 632); } while (0);
633 }
634 return result;
635}
636
637paddle::framework::proto::VarType::Type CastPyArg2ProtoType(PyObject* obj,
638 ssize_t arg_pos) {
639 paddle::framework::proto::VarType::Type dtype;
640 if (PyObject_TypeCheck(obj, g_vartype_pytype)((((PyObject*)(obj))->ob_type) == (g_vartype_pytype) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (g_vartype_pytype)))) {
641 dtype =
642 ::pybind11::handle(obj).cast<paddle::framework::proto::VarType::Type>();
643 } else {
644 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one of core.VarDesc.VarType, " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 649); } while (0)
645 "argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one of core.VarDesc.VarType, " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 649); } while (0)
646 "one of core.VarDesc.VarType, "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one of core.VarDesc.VarType, " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 649); } while (0)
647 "but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one of core.VarDesc.VarType, " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 649); } while (0)
648 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one of core.VarDesc.VarType, " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 649); } while (0)
649 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be "
"one of core.VarDesc.VarType, " "but got %s", arg_pos + 1, reinterpret_cast
<PyTypeObject*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 649); } while (0);
650 }
651 return dtype;
652}
653
654paddle::DataType CastPyArg2DataTypeDirectly(PyObject* obj,
655 const std::string& op_type,
656 ssize_t arg_pos) {
657 if (obj == Py_None(&_Py_NoneStruct)) {
658 return phi::DataType::UNDEFINED;
659 }
660
661 paddle::DataType dtype;
662 if (PyObject_TypeCheck(obj, g_data_type_pytype)((((PyObject*)(obj))->ob_type) == (g_data_type_pytype) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (g_data_type_pytype)))) {
663 dtype = ::pybind11::handle(obj).cast<paddle::DataType>();
664 } else {
665 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0)
666 "%s: argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0)
667 "one of paddle::DataType, "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0)
668 "but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0)
669 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0)
670 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0)
671 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s: argument (position %d) must be "
"one of paddle::DataType, " "but got %s", op_type, arg_pos +
1, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 671
); } while (0);
672 }
673 return dtype;
674}
675
676paddle::framework::Vocab CastPyArg2Vocab(PyObject* obj, ssize_t arg_pos) {
677 if (PyDict_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 29))) != 0)) {
678 paddle::framework::Vocab vocab;
679 vocab = ::pybind11::handle(obj)
680 .cast<std::unordered_map<std::wstring, std::int32_t>>();
681 return vocab;
682 } else {
683 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be dict, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 686); } while (0)
684 "argument (position %d) must be dict, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be dict, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 686); } while (0)
685 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be dict, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 686); } while (0)
686 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be dict, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 686); } while (0);
687 }
688}
689
690std::vector<std::string> CastPyArg2VectorOfString(PyObject* obj,
691 ssize_t arg_pos) {
692 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
693 return ::pybind11::handle(obj).cast<std::vector<std::string>>();
694 } else {
695 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be list, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 698); } while (0)
696 "argument (position %d) must be list, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be list, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 698); } while (0)
697 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be list, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 698); } while (0)
698 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument (position %d) must be list, but got %s"
, arg_pos + 1, reinterpret_cast<PyTypeObject*>(obj->
ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 698); } while (0);
699 }
700}
701
702PyObject* ToPyObject(bool value) {
703 if (value) {
704 Py_INCREF(Py_True)_Py_INCREF(((PyObject*)(((PyObject *) &_Py_TrueStruct))));
705 return Py_True((PyObject *) &_Py_TrueStruct);
706 } else {
707 Py_INCREF(Py_False)_Py_INCREF(((PyObject*)(((PyObject *) &_Py_FalseStruct)))
);
708 return Py_False((PyObject *) &_Py_FalseStruct);
709 }
710}
711
712PyObject* ToPyObject(int value) { return PyLong_FromLong(value); }
713
714PyObject* ToPyObject(uint32_t value) { return PyLong_FromUnsignedLong(value); }
715
716PyObject* ToPyObject(int64_t value) { return PyLong_FromLongLong(value); }
717
718PyObject* ToPyObject(size_t value) { return PyLong_FromSize_t(value); }
719
720PyObject* ToPyObject(float value) { return PyLong_FromDouble(value); }
721
722PyObject* ToPyObject(double value) { return PyLong_FromDouble(value); }
723
724PyObject* ToPyObject(const char* value) { return PyUnicode_FromString(value); }
725
726PyObject* ToPyObject(const std::string& value) {
727 return PyUnicode_FromString(value.c_str());
728}
729
730PyObject* ToPyObject(const paddle::Tensor& value,
731 PyObject* args,
732 const std::map<ssize_t, ssize_t>& inplace_var_idx_map) {
733 if (!inplace_var_idx_map.empty() && inplace_var_idx_map.count(0)) {
734 return ToPyObject(args, inplace_var_idx_map.at(0));
735 } else {
736 return ToPyObject(value);
737 }
738}
739
740PyObject* ToPyObject(PyObject* args, ssize_t arg_idx) {
741 // For inplace op, directly return the input PyObject of the inplace tensor.
742 // [Parameter]
743 // args: Input PyObject.
744 // arg_idx: Index of inplace PyObject in input args. Used to find the input
745 // inplace PyObject.
746 PyObject* obj = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
747 Py_INCREF(obj)_Py_INCREF(((PyObject*)(obj)));
748 return obj;
749}
750
751PyObject* ToPyObject(const std::vector<bool>& value) {
752 PyObject* result = PyList_New((Py_ssize_t)value.size());
753
754 for (size_t i = 0; i < value.size(); i++) {
755 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), ToPyObject(value[i]))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i]));
756 }
757
758 return result;
759}
760
761PyObject* ToPyObject(const std::vector<int>& value) {
762 PyObject* result = PyList_New((Py_ssize_t)value.size());
763
764 for (size_t i = 0; i < value.size(); i++) {
765 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), ToPyObject(value[i]))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i]));
766 }
767
768 return result;
769}
770
771PyObject* ToPyObject(const std::vector<int64_t>& value) {
772 PyObject* result = PyList_New((Py_ssize_t)value.size());
773
774 for (size_t i = 0; i < value.size(); i++) {
775 PyList_SET_ITEM(result, (Py_ssize_t)i, ToPyObject(value[i]))PyList_SetItem(result, (Py_ssize_t)i, ToPyObject(value[i]));
776 }
777
778 return result;
779}
780
781PyObject* ToPyObject(const std::vector<size_t>& value) {
782 PyObject* result = PyList_New((Py_ssize_t)value.size());
783
784 for (size_t i = 0; i < value.size(); i++) {
785 PyList_SET_ITEM(result, (Py_ssize_t)i, ToPyObject(value[i]))PyList_SetItem(result, (Py_ssize_t)i, ToPyObject(value[i]));
786 }
787
788 return result;
789}
790
791PyObject* ToPyObject(const std::vector<float>& value) {
792 PyObject* result = PyList_New((Py_ssize_t)value.size());
793
794 for (size_t i = 0; i < value.size(); i++) {
795 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), ToPyObject(value[i]))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i]));
796 }
797
798 return result;
799}
800
801PyObject* ToPyObject(const std::vector<double>& value) {
802 PyObject* result = PyList_New((Py_ssize_t)value.size());
803
804 for (size_t i = 0; i < value.size(); i++) {
805 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), ToPyObject(value[i]))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i]));
806 }
807
808 return result;
809}
810
811PyObject* ToPyObject(const std::vector<std::vector<size_t>>& value) {
812 PyObject* result = PyList_New((Py_ssize_t)value.size());
813
814 for (size_t i = 0; i < value.size(); i++) {
815 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), ToPyObject(value[i]))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i]));
816 }
817
818 return result;
819}
820
821PyObject* ToPyObject(const std::vector<paddle::Tensor>& value,
822 bool return_py_none_if_not_initialize) {
823// NOTE(liuyuanle): I encountered a bug(access violation) in windows. ref to
824// https://stackoverflow.com/questions/55598839/how-to-fix-access-violation-error-when-returning-pyobject-from-c-function-usin
825#ifdef _WIN32
826 PyGILState_STATE gstate = PyGILState_Ensure();
827#endif
828 PyObject* result = PyList_New((Py_ssize_t)value.size());
829#ifdef _WIN32
830 PyGILState_Release(gstate);
831#endif
832
833 for (size_t i = 0; i < value.size(); i++) {
834 if (!value[i].initialized() && return_py_none_if_not_initialize) {
835 Py_INCREF(Py_None)_Py_INCREF(((PyObject*)((&_Py_NoneStruct))));
836 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), Py_None)PyList_SetItem(result, static_cast<Py_ssize_t>(i), (&
_Py_NoneStruct));
837 } else {
838 PyObject* obj = p_tensor_type->tp_alloc(p_tensor_type, 0);
839 if (obj) {
840 auto v = reinterpret_cast<TensorObject*>(obj);
841 new (&(v->tensor)) paddle::Tensor();
842 v->tensor = value[i];
843 } else {
844 PADDLE_THROW(platform::errors::Fatal(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "tp_alloc return null, can not new a PyObject."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 845); }
while (0)
845 "tp_alloc return null, can not new a PyObject."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "tp_alloc return null, can not new a PyObject."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 845); }
while (0);
846 }
847 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), obj)PyList_SetItem(result, static_cast<Py_ssize_t>(i), obj);
848 }
849 }
850
851 return result;
852}
853
854PyObject* ToPyObject(const std::vector<std::vector<paddle::Tensor>>& value,
855 bool return_py_none_if_not_initialize) {
856 PyObject* result = PyList_New((Py_ssize_t)value.size());
857
858 for (size_t i = 0; i < value.size(); i++) {
859 PyList_SET_ITEM(result,PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i], return_py_none_if_not_initialize))
860 static_cast<Py_ssize_t>(i),PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i], return_py_none_if_not_initialize))
861 ToPyObject(value[i], return_py_none_if_not_initialize))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i], return_py_none_if_not_initialize));
862 }
863
864 return result;
865}
866
867PyObject* ToPyObject(const platform::Place& value) {
868 auto obj = ::pybind11::cast(value);
869 obj.inc_ref();
870 return obj.ptr();
871}
872
873PyObject* ToPyObject(const paddle::framework::proto::VarType::Type& dtype) {
874 auto obj = ::pybind11::cast(dtype);
875 obj.inc_ref();
876 return obj.ptr();
877}
878
879PyObject* ToPyObject(const paddle::framework::proto::VarType& type) {
880 auto obj = ::pybind11::cast(type);
881 obj.inc_ref();
882 return obj.ptr();
883}
884
885PyObject* ToPyObject(const phi::DenseTensor* value) {
886 auto obj = ::pybind11::cast(value, py::return_value_policy::reference);
887 obj.inc_ref();
888 return obj.ptr();
889}
890
891PyObject* ToPyObject(const ir::OpResult& value) {
892 auto obj = ::pybind11::cast(value);
893 obj.inc_ref();
894 return obj.ptr();
895}
896
897PyObject* ToPyObject(const std::vector<ir::OpResult>& value) {
898 PyObject* result = PyList_New((Py_ssize_t)value.size());
899
900 for (size_t i = 0; i < value.size(); i++) {
901 PyList_SET_ITEM(result, static_cast<Py_ssize_t>(i), ToPyObject(value[i]))PyList_SetItem(result, static_cast<Py_ssize_t>(i), ToPyObject
(value[i]));
902 }
903
904 return result;
905}
906
907PyObject* ToPyObject(const phi::distributed::DistTensor* value) {
908#ifdef PADDLE_WITH_DISTRIBUTE
909 auto obj = ::pybind11::cast(value, py::return_value_policy::reference);
910 obj.inc_ref();
911 return obj.ptr();
912#else
913 PADDLE_THROW(platform::errors::Unavailable(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "DistTensor to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 916); } while (0)
914 "DistTensor to PyObject is not supported in the current "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "DistTensor to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 916); } while (0)
915 "PaddlePaddle, please recompile and installPaddlePaddle with the option "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "DistTensor to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 916); } while (0)
916 "of `WITH_DISTRIBUTE=ON`."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "DistTensor to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 916); } while (0);
917#endif
918}
919
920PyObject* ToPyObject(const phi::distributed::TensorDistAttr* value) {
921#ifdef PADDLE_WITH_DISTRIBUTE
922 auto obj = ::pybind11::cast(value, py::return_value_policy::reference);
923 obj.inc_ref();
924 return obj.ptr();
925#else
926 PADDLE_THROW(platform::errors::Unavailable(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "TensorDistAttr to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 929); } while (0)
927 "TensorDistAttr to PyObject is not supported in the current "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "TensorDistAttr to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 929); } while (0)
928 "PaddlePaddle, please recompile and installPaddlePaddle with the option "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "TensorDistAttr to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 929); } while (0)
929 "of `WITH_DISTRIBUTE=ON`."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "TensorDistAttr to PyObject is not supported in the current "
"PaddlePaddle, please recompile and installPaddlePaddle with the option "
"of `WITH_DISTRIBUTE=ON`.")), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 929); } while (0);
930#endif
931}
932
933PyObject* ToPyObject(const phi::SelectedRows* value) {
934 auto obj = ::pybind11::cast(value, py::return_value_policy::reference);
935 obj.inc_ref();
936 return obj.ptr();
937}
938
939PyObject* ToPyObject(const void* value) {
940 if (value == nullptr) {
941 RETURN_PY_NONE_Py_INCREF(((PyObject*)((&_Py_NoneStruct)))); return (&
_Py_NoneStruct);
942 }
943 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("ToPyObject do not support void* with value."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 944); }
while (0)
944 platform::errors::Fatal("ToPyObject do not support void* with value."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("ToPyObject do not support void* with value."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 944); }
while (0);
945}
946
947PyObject* ToPyObject(const std::unordered_map<int, int>& value) {
948 PyObject* dict = PyDict_New();
949 for (const auto& map_iter : value) {
950 // Convert Key
951 PyObject* key = ToPyObject(map_iter.first);
952 // Convert Value
953 PyObject* value = ToPyObject(map_iter.second);
954
955 if (!key || !value) {
956 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to convert int to PyObject")
), "../../../../paddle/fluid/pybind/eager_utils.cc", 957); } while
(0)
957 platform::errors::Fatal("Unable to convert int to PyObject"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to convert int to PyObject")
), "../../../../paddle/fluid/pybind/eager_utils.cc", 957); } while
(0);
958 }
959
960 if (PyDict_SetItem(dict, key, value) != 0) {
961 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to set key:value for py_dict"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 962); }
while (0)
962 platform::errors::Fatal("Unable to set key:value for py_dict"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to set key:value for py_dict"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 962); }
while (0);
963 }
964 }
965 return dict;
966}
967
968PyObject* ToPyObject(
969 const std::unordered_map<std::string, std::vector<std::string>>& value) {
970 PyObject* dict = PyDict_New();
971 for (const auto& map_iter : value) {
972 // Convert Key
973 PyObject* key_string = PyUnicode_FromString(map_iter.first.c_str());
974 if (!key_string) {
975 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to convert std::string to PyObject"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 976); }
while (0)
976 platform::errors::Fatal("Unable to convert std::string to PyObject"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to convert std::string to PyObject"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 976); }
while (0);
977 }
978
979 // Convert Val
980 PyObject* py_list = PyList_New(0);
981 for (const auto& vector_iter : map_iter.second) {
982 PyObject* val_string = PyUnicode_FromString(vector_iter.c_str());
983 if (!val_string) {
984 PADDLE_THROW(platform::errors::Fatal(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Unable to convert std::string to PyObject"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 985); }
while (0)
985 "Unable to convert std::string to PyObject"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Unable to convert std::string to PyObject"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 985); }
while (0);
986 }
987
988 if (PyList_Append(py_list, val_string) != 0) {
989 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to append string to py_list"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 990); }
while (0)
990 platform::errors::Fatal("Unable to append string to py_list"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to append string to py_list"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 990); }
while (0);
991 }
992 Py_DECREF(val_string)_Py_DECREF(((PyObject*)(val_string)));
993 }
994
995 if (PyDict_SetItem(dict, key_string, py_list) != 0) {
996 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to set key:value for py_dict"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 997); }
while (0)
997 platform::errors::Fatal("Unable to set key:value for py_dict"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to set key:value for py_dict"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 997); }
while (0);
998 }
999 Py_DECREF(py_list)_Py_DECREF(((PyObject*)(py_list)));
1000 Py_DECREF(key_string)_Py_DECREF(((PyObject*)(key_string)));
1001 }
1002
1003 return dict;
1004}
1005
1006PyObject* ToPyObject(const paddle::framework::Vocab& value) {
1007 PyObject* dict = PyDict_New();
1008 for (const auto& map_iter : value) {
1009 // Convert Key
1010 PyObject* key_string =
1011 PyUnicode_FromWideChar(map_iter.first.c_str(), map_iter.first.size());
1012 if (!key_string) {
1013 PADDLE_THROW(platform::errors::Fatal(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Unable to convert std::wstring to PyObject"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1014); }
while (0)
1014 "Unable to convert std::wstring to PyObject"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Unable to convert std::wstring to PyObject"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1014); }
while (0);
1015 }
1016
1017 // Convert Val
1018 PyObject* py_int = PyLong_FromLong(map_iter.second);
1019
1020 if (PyDict_SetItem(dict, key_string, py_int) != 0) {
1021 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to set key:value for py_dict"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1022); }
while (0)
1022 platform::errors::Fatal("Unable to set key:value for py_dict"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal("Unable to set key:value for py_dict"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1022); }
while (0);
1023 }
1024 }
1025 return dict;
1026}
1027
1028// For Final State Dygraph,
1029// We directly use paddle::optional(Tensor) as dispensable Tensor
1030paddle::optional<paddle::Tensor> GetOptionalTensorFromArgs(
1031 const std::string& op_type,
1032 const std::string& arg_name,
1033 PyObject* args,
1034 ssize_t arg_idx,
1035 bool dispensable) {
1036 PyObject* obj = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1037
1038 if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1039 obj = PyTuple_GET_ITEM(obj, 0)(((PyTupleObject *)(obj))->ob_item[0]);
1040 }
1041
1042 if (obj == nullptr || obj == Py_None(&_Py_NoneStruct)) {
1043 if (!dispensable) {
1044 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1048); } while (0)
1045 "%s(): argument '%s' (position %d) must be Tensor, but got None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1048); } while (0)
1046 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1048); } while (0)
1047 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1048); } while (0)
1048 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1048); } while (0);
1049 }
1050 return paddle::none;
1051 }
1052
1053 if (PyObject_TypeCheck(obj, p_tensor_type)((((PyObject*)(obj))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (p_tensor_type)))) {
1054 return paddle::make_optional<paddle::Tensor>(
1055 reinterpret_cast<TensorObject*>(obj)->tensor);
1056 } else {
1057 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1062); } while (0)
1058 "%s(): argument '%s' (position %d) must be Tensor, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1062); } while (0)
1059 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1062); } while (0)
1060 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1062); } while (0)
1061 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1062); } while (0)
1062 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1062); } while (0);
1063 }
1064}
1065
1066PyObject* ToPyObject(std::shared_ptr<egr::GradNodeBase> grad_node) {
1067 py::object py_obj = py::cast(grad_node, py::return_value_policy::reference);
1068 PyObject* py_grad_node = py_obj.release().ptr();
1069 Py_INCREF(py_grad_node)_Py_INCREF(((PyObject*)(py_grad_node)));
1070 return py_grad_node;
1071}
1072
1073static paddle::Tensor& GetTensorFromPyObject(const std::string& op_type,
1074 const std::string& arg_name,
1075 PyObject* obj,
1076 ssize_t arg_idx,
1077 bool dispensable) {
1078 if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1079 obj = PyTuple_GET_ITEM(obj, 0)(((PyTupleObject *)(obj))->ob_item[0]);
1080 }
1081
1082 if (obj == nullptr || obj == Py_None(&_Py_NoneStruct)) {
1083 if (!dispensable) {
1084 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1088); } while (0)
1085 "%s(): argument '%s' (position %d) must be Tensor, but got None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1088); } while (0)
1086 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1088); } while (0)
1087 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1088); } while (0)
1088 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1088); } while (0);
1089 }
1090 static paddle::Tensor emptytensor;
1091 return emptytensor;
1092 }
1093
1094 if (PyObject_TypeCheck(obj, p_tensor_type)((((PyObject*)(obj))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (p_tensor_type)))) {
1095 return reinterpret_cast<TensorObject*>(obj)->tensor;
1096 } else if (PyObject_TypeCheck(obj, p_string_tensor_type)((((PyObject*)(obj))->ob_type) == (p_string_tensor_type) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (p_string_tensor_type
)))) {
1097 return reinterpret_cast<TensorObject*>(obj)->tensor;
1098 } else {
1099 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1104); } while (0)
1100 "%s(): argument '%s' (position %d) must be Tensor, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1104); } while (0)
1101 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1104); } while (0)
1102 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1104); } while (0)
1103 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1104); } while (0)
1104 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1104); } while (0);
1105 }
1106}
1107
1108// For Intermediate State Dygraph,
1109// we use an uninitialized Tensor to represent dispensable Tensor
1110paddle::Tensor& GetTensorFromArgs(const std::string& op_type,
1111 const std::string& arg_name,
1112 PyObject* args,
1113 ssize_t arg_idx,
1114 bool dispensable) {
1115 PyObject* obj = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1116 return GetTensorFromPyObject(op_type, arg_name, obj, arg_idx, dispensable);
1117}
1118
1119std::vector<paddle::Tensor> GetTensorListFromArgs(const std::string& op_type,
1120 const std::string& arg_name,
1121 PyObject* args,
1122 ssize_t arg_idx,
1123 bool dispensable) {
1124 PyObject* list = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1125
1126 if (list == nullptr) {
1127 if (!dispensable) {
1128 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1133); } while (0)
1129 "%s(): argument '%s' (position %d) must be list of Tensor, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1133); } while (0)
1130 "None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1133); } while (0)
1131 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1133); } while (0)
1132 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1133); } while (0)
1133 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1133); } while (0);
1134 }
1135 return {};
1136 }
1137
1138 std::vector<paddle::Tensor> result;
1139
1140 if (PyList_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1141 Py_ssize_t len = PyList_Size(list);
1142 result.reserve(static_cast<size_t>(len));
1143 if (len == 0) {
1144 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1149); } while (0)
1145 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1149); } while (0)
1146 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1149); } while (0)
1147 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1149); } while (0)
1148 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1149); } while (0)
1149 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1149); } while (0);
1150 }
1151 for (Py_ssize_t i = 0; i < len; i++) {
1152 result.emplace_back(
1153 reinterpret_cast<TensorObject*>(PyList_GetItem(list, i))->tensor);
1154 }
1155 } else if (PyTuple_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1156 Py_ssize_t len = PyTuple_Size(list);
1157 result.reserve(static_cast<size_t>(len));
1158 if (len == 0) {
1159 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1164); } while (0)
1160 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1164); } while (0)
1161 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1164); } while (0)
1162 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1164); } while (0)
1163 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1164); } while (0)
1164 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1164); } while (0);
1165 }
1166 for (Py_ssize_t i = 0; i < len; i++) {
1167 result.emplace_back(
1168 reinterpret_cast<TensorObject*>(PyTuple_GetItem(list, i))->tensor);
1169 }
1170 } else if (list == Py_None(&_Py_NoneStruct)) {
1171 return {};
1172 } else {
1173 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0)
1174 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0)
1175 "%s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0)
1176 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0)
1177 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0)
1178 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0)
1179 (reinterpret_cast<PyTypeObject*>(list->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1179); } while (0);
1180 }
1181
1182 return result;
1183}
1184
1185paddle::optional<std::vector<paddle::Tensor>> GetOptionalTensorListFromArgs(
1186 const std::string& op_type,
1187 const std::string& arg_name,
1188 PyObject* args,
1189 ssize_t arg_idx,
1190 bool dispensable) {
1191 PyObject* list = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1192
1193 if (list == nullptr || list == Py_None(&_Py_NoneStruct)) {
1194 if (!dispensable) {
1195 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1200); } while (0)
1196 "%s(): argument '%s' (position %d) must be list of Tensor, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1200); } while (0)
1197 "None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1200); } while (0)
1198 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1200); } while (0)
1199 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1200); } while (0)
1200 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1200); } while (0);
1201 }
1202 return paddle::none;
1203 }
1204
1205 std::vector<paddle::Tensor> result;
1206
1207 if (PyList_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1208 Py_ssize_t len = PyList_Size(list);
1209 result.reserve(static_cast<size_t>(len));
1210 if (len == 0) {
1211 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1216); } while (0)
1212 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1216); } while (0)
1213 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1216); } while (0)
1214 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1216); } while (0)
1215 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1216); } while (0)
1216 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1216); } while (0);
1217 }
1218 for (Py_ssize_t i = 0; i < len; i++) {
1219 result.emplace_back(
1220 reinterpret_cast<TensorObject*>(PyList_GetItem(list, i))->tensor);
1221 }
1222 } else if (PyTuple_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1223 Py_ssize_t len = PyTuple_Size(list);
1224 result.reserve(static_cast<size_t>(len));
1225 if (len == 0) {
1226 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1231); } while (0)
1227 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1231); } while (0)
1228 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1231); } while (0)
1229 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1231); } while (0)
1230 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1231); } while (0)
1231 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1231); } while (0);
1232 }
1233 for (Py_ssize_t i = 0; i < len; i++) {
1234 result.emplace_back(
1235 reinterpret_cast<TensorObject*>(PyTuple_GetItem(list, i))->tensor);
1236 }
1237 } else {
1238 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0)
1239 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0)
1240 "%s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0)
1241 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0)
1242 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0)
1243 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0)
1244 (reinterpret_cast<PyTypeObject*>(list->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1244); } while (0);
1245 }
1246
1247 return result;
1248}
1249
1250paddle::Tensor* GetTensorPtrFromArgs(const std::string& op_type,
1251 const std::string& arg_name,
1252 PyObject* args,
1253 ssize_t arg_idx,
1254 bool dispensable) {
1255 PyObject* obj = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1256
1257 if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1258 obj = PyTuple_GET_ITEM(obj, 0)(((PyTupleObject *)(obj))->ob_item[0]);
1259 }
1260
1261 if (obj == nullptr || obj == Py_None(&_Py_NoneStruct)) {
1262 if (!dispensable) {
1263 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1267); } while (0)
1264 "%s(): argument '%s' (position %d) must be Tensor, but got None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1267); } while (0)
1265 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1267); } while (0)
1266 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1267); } while (0)
1267 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got None"
, op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1267); } while (0);
1268 }
1269 static paddle::Tensor emptytensor;
1270 return &emptytensor;
1271 }
1272
1273 if (PyObject_TypeCheck(obj, p_tensor_type)((((PyObject*)(obj))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (p_tensor_type)))) {
1274 return &(reinterpret_cast<TensorObject*>(obj)->tensor);
1275 } else {
1276 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1281); } while (0)
1277 "%s(): argument '%s' (position %d) must be Tensor, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1281); } while (0)
1278 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1281); } while (0)
1279 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1281); } while (0)
1280 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1281); } while (0)
1281 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be Tensor, but got %s"
, op_type, arg_name, arg_idx, reinterpret_cast<PyTypeObject
*>(obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1281); } while (0);
1282 }
1283}
1284
1285std::vector<paddle::Tensor*> GetTensorPtrListFromArgs(
1286 const std::string& op_type,
1287 const std::string& arg_name,
1288 PyObject* args,
1289 ssize_t arg_idx,
1290 bool dispensable) {
1291 PyObject* list = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1292
1293 if (list == nullptr) {
1294 if (!dispensable) {
1295 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1300); } while (0)
1296 "%s(): argument '%s' (position %d) must be list of Tensor, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1300); } while (0)
1297 "None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1300); } while (0)
1298 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1300); } while (0)
1299 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1300); } while (0)
1300 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensor, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1300); } while (0);
1301 }
1302 return {};
1303 }
1304
1305 std::vector<paddle::Tensor*> result;
1306
1307 if (PyList_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1308 Py_ssize_t len = PyList_Size(list);
1309 if (len == 0) {
1310 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1315); } while (0)
1311 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1315); } while (0)
1312 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1315); } while (0)
1313 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1315); } while (0)
1314 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1315); } while (0)
1315 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1315); } while (0);
1316 }
1317 for (Py_ssize_t i = 0; i < len; i++) {
1318 result.emplace_back(
1319 &(reinterpret_cast<TensorObject*>(PyList_GetItem(list, i))->tensor));
1320 }
1321 } else if (PyTuple_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1322 Py_ssize_t len = PyTuple_Size(list);
1323 if (len == 0) {
1324 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1329); } while (0)
1325 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1329); } while (0)
1326 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1329); } while (0)
1327 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1329); } while (0)
1328 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1329); } while (0)
1329 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1329); } while (0);
1330 }
1331 for (Py_ssize_t i = 0; i < len; i++) {
1332 result.emplace_back(
1333 &(reinterpret_cast<TensorObject*>(PyTuple_GetItem(list, i))->tensor));
1334 }
1335 } else if (list == Py_None(&_Py_NoneStruct)) {
1336 return {};
1337 } else {
1338 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0)
1339 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0)
1340 "%s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0)
1341 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0)
1342 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0)
1343 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0)
1344 (reinterpret_cast<PyTypeObject*>(list->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1344); } while (0);
1345 }
1346
1347 return result;
1348}
1349
1350std::vector<paddle::Tensor*> GetTensorPtrListFromPyObject(PyObject* obj) {
1351 std::vector<paddle::Tensor*> result;
1352
1353 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1354 Py_ssize_t len = PyList_Size(obj);
1355 if (len == 0) {
1356 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument("The list of Tensor is empty."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1357); }
while (0)
1357 platform::errors::InvalidArgument("The list of Tensor is empty."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument("The list of Tensor is empty."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1357); }
while (0);
1358 }
1359 for (Py_ssize_t i = 0; i < len; i++) {
1360 result.emplace_back(
1361 &(reinterpret_cast<TensorObject*>(PyList_GetItem(obj, i))->tensor));
1362 }
1363 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1364 Py_ssize_t len = PyTuple_Size(obj);
1365 if (len == 0) {
1366 PADDLE_THROW(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument("The tuple of Tensor is empty."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1367); }
while (0)
1367 platform::errors::InvalidArgument("The tuple of Tensor is empty."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument("The tuple of Tensor is empty."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1367); }
while (0);
1368 }
1369 for (Py_ssize_t i = 0; i < len; i++) {
1370 result.emplace_back(
1371 &(reinterpret_cast<TensorObject*>(PyTuple_GetItem(obj, i))->tensor));
1372 }
1373 } else {
1374 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "The PyObject must be list of Tensors, but got "
"%s", (reinterpret_cast<PyTypeObject*>(obj->ob_type
))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1377); } while (0)
1375 "The PyObject must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "The PyObject must be list of Tensors, but got "
"%s", (reinterpret_cast<PyTypeObject*>(obj->ob_type
))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1377); } while (0)
1376 "%s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "The PyObject must be list of Tensors, but got "
"%s", (reinterpret_cast<PyTypeObject*>(obj->ob_type
))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1377); } while (0)
1377 (reinterpret_cast<PyTypeObject*>(obj->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "The PyObject must be list of Tensors, but got "
"%s", (reinterpret_cast<PyTypeObject*>(obj->ob_type
))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1377); } while (0);
1378 }
1379
1380 return result;
1381}
1382
1383std::vector<paddle::Tensor> GetTensorListFromPyObject(PyObject* obj,
1384 bool allow_none) {
1385 std::vector<paddle::Tensor> result;
1386 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1387 Py_ssize_t len = PyList_Size(obj);
1388 PyObject* item = nullptr;
1389 for (Py_ssize_t i = 0; i < len; i++) {
1390 item = PyList_GetItem(obj, i);
1391 if (PyObject_TypeCheck(item, p_tensor_type)((((PyObject*)(item))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(item))->ob_type), (p_tensor_type)))) {
1392 result.emplace_back(reinterpret_cast<TensorObject*>(item)->tensor);
1393 } else if (allow_none && (item == Py_None(&_Py_NoneStruct))) {
1394 VLOG(4)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (4); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1394).stream() << "Got None in Tensor list: " << i;
1395 result.emplace_back();
1396 } else {
1397 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1401); } while (0)
1398 "argument must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1401); } while (0)
1399 "list of Tensor, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1401); } while (0)
1400 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1401); } while (0)
1401 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1401); } while (0);
1402 }
1403 }
1404 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1405 Py_ssize_t len = PyTuple_Size(obj);
1406 PyObject* item = nullptr;
1407 for (Py_ssize_t i = 0; i < len; i++) {
1408 item = PyTuple_GetItem(obj, i);
1409 if (PyObject_TypeCheck(item, p_tensor_type)((((PyObject*)(item))->ob_type) == (p_tensor_type) || PyType_IsSubtype
((((PyObject*)(item))->ob_type), (p_tensor_type)))) {
1410 result.emplace_back(reinterpret_cast<TensorObject*>(item)->tensor);
1411 } else if (allow_none && (item == Py_None(&_Py_NoneStruct))) {
1412 VLOG(4)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (4); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1412).stream() << "Got None in Tensor list: " << i;
1413 result.emplace_back();
1414 } else {
1415 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1419); } while (0)
1416 "argument must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1419); } while (0)
1417 "list of Tensor, but got %s at pos %d",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1419); } while (0)
1418 reinterpret_cast<PyTypeObject*>(item->ob_type)->tp_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1419); } while (0)
1419 i))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list of Tensor, but got %s at pos %d"
, reinterpret_cast<PyTypeObject*>(item->ob_type)->
tp_name, i)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1419); } while (0);
1420 }
1421 }
1422 } else {
1423 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list or tuple, but got %s"
, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1426
); } while (0)
1424 "argument must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list or tuple, but got %s"
, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1426
); } while (0)
1425 "list or tuple, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list or tuple, but got %s"
, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1426
); } while (0)
1426 reinterpret_cast<PyTypeObject*>(obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "argument must be " "list or tuple, but got %s"
, reinterpret_cast<PyTypeObject*>(obj->ob_type)->
tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1426
); } while (0);
1427 }
1428 return result;
1429}
1430
1431paddle::Tensor& UnSafeGetTensorFromPyObject(PyObject* obj) {
1432 return reinterpret_cast<TensorObject*>(obj)->tensor;
1433}
1434paddle::experimental::Scalar CastNumpy2Scalar(PyObject* obj,
1435 const std::string& op_type,
1436 ssize_t arg_pos) {
1437 PyTypeObject* type = obj->ob_type;
1438 auto type_name = std::string(type->tp_name);
1439 VLOG(4)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (4); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1439).stream() << "type_name: " << type_name;
1440 if (type_name == "numpy.ndarray" && PySequence_Check(obj)) {
1441 PyObject* item = nullptr;
1442 item = PySequence_GetItem(obj, 0);
1443 if (PyObject_CheckFloatOrToFloat(&item)) {
1444 float value = static_cast<float>(PyFloat_AsDouble(item));
1445 return paddle::experimental::Scalar(value);
1446 } else {
1447 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0)
1448 "%s(): argument (position %d) is numpy.ndarray, the inner elements "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0)
1449 "must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0)
1450 "numpy.float32/float64 now, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0)
1451 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0)
1452 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0)
1453 type_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) is numpy.ndarray, the inner elements "
"must be " "numpy.float32/float64 now, but got %s", op_type,
arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1453); } while (0); // NOLINT
1454 }
1455 } else if (type_name == "numpy.float64") {
1456 double value = CastPyArg2Double(obj, op_type, arg_pos);
1457 return paddle::experimental::Scalar(value);
1458 } else if (type_name == "numpy.float32") {
1459 float value = CastPyArg2Float(obj, op_type, arg_pos);
1460 return paddle::experimental::Scalar(value);
1461 } else if (type_name == "numpy.float16") {
1462 float16 value = CastPyArg2Float16(obj, op_type, arg_pos);
1463 return paddle::experimental::Scalar(value);
1464 } else if (type_name == "numpy.int64") {
1465 int64_t value = CastPyArg2Long(obj, op_type, arg_pos);
1466 return paddle::experimental::Scalar(value);
1467 } else if (type_name == "numpy.int32" || type_name == "numpy.intc") {
1468 int value = CastPyArg2Int(obj, op_type, arg_pos);
1469 return paddle::experimental::Scalar(value);
1470 } else if (type_name == "numpy.complex64") {
1471 phi::dtype::complex<float> value = CastPyArg2Complex(obj, op_type, arg_pos);
1472 return paddle::experimental::Scalar(value);
1473 } else if (type_name == "numpy.complex128") {
1474 phi::dtype::complex<double> value =
1475 CastPyArg2Complex128(obj, op_type, arg_pos);
1476 return paddle::experimental::Scalar(value);
1477 } else {
1478 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0)
1479 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0)
1480 "numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0)
1481 "but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0)
1482 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0)
1483 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0)
1484 type_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"numpy.float32/float64, numpy.int32/int64, numpy.complex64/complex128, "
"but got %s", op_type, arg_pos + 1, type_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1484); } while (0); // NOLINT
1485 }
1486}
1487
1488ir::OpResult CastPyArg2OpResult(PyObject* obj,
1489 const std::string& op_type,
1490 size_t arg_pos) {
1491 if (PyObject_TypeCheck(obj, g_ir_opresult_pytype)((((PyObject*)(obj))->ob_type) == (g_ir_opresult_pytype) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_ir_opresult_pytype
)))) {
1492 return ::pybind11::handle(obj).cast<ir::OpResult>();
1493 } else if (obj == nullptr || obj == Py_None(&_Py_NoneStruct)) {
1494 return ir::OpResult();
1495 } else {
1496 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"OpResult, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1501); } while (0)
1497 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"OpResult, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1501); } while (0)
1498 "OpResult, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"OpResult, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1501); } while (0)
1499 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"OpResult, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1501); } while (0)
1500 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"OpResult, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1501); } while (0)
1501 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"OpResult, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1501); } while (0); // NOLINT
1502 }
1503}
1504
1505std::vector<ir::OpResult> CastPyArg2VectorOfOpResult(PyObject* obj,
1506 const std::string& op_type,
1507 size_t arg_pos) {
1508 std::vector<ir::OpResult> result_list;
1509 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1510 Py_ssize_t len = PyList_Size(obj);
1511 PyObject* item = nullptr;
1512 for (Py_ssize_t i = 0; i < len; i++) {
1513 item = PyList_GetItem(obj, i);
1514 if (PyObject_TypeCheck(item, g_ir_opresult_pytype)((((PyObject*)(item))->ob_type) == (g_ir_opresult_pytype) ||
PyType_IsSubtype((((PyObject*)(item))->ob_type), (g_ir_opresult_pytype
)))) {
1515 result_list.emplace_back(::pybind11::handle(item).cast<ir::OpResult>());
1516 } else if (item == Py_None(&_Py_NoneStruct)) {
1517 continue;
1518 } else {
1519 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0)
1520 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0)
1521 "vector<OpResult>, but got vector<%s>",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0)
1522 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0)
1523 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0)
1524 reinterpret_cast<PyTypeObject*>(item->ob_type)do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0)
1525 ->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1525); } while (0); // NOLINT
1526 }
1527 }
1528 } else if (PyTuple_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1529 Py_ssize_t len = PyTuple_Size(obj);
1530 PyObject* item = nullptr;
1531 for (Py_ssize_t i = 0; i < len; i++) {
1532 item = PyTuple_GetItem(obj, i);
1533 if (PyObject_TypeCheck(item, g_ir_opresult_pytype)((((PyObject*)(item))->ob_type) == (g_ir_opresult_pytype) ||
PyType_IsSubtype((((PyObject*)(item))->ob_type), (g_ir_opresult_pytype
)))) {
1534 result_list.emplace_back(::pybind11::handle(item).cast<ir::OpResult>());
1535 } else if (item == Py_None(&_Py_NoneStruct)) {
1536 continue;
1537 } else {
1538 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0)
1539 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0)
1540 "vector<OpResult>, but got vector<%s>",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0)
1541 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0)
1542 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0)
1543 reinterpret_cast<PyTypeObject*>(item->ob_type)do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0)
1544 ->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"vector<OpResult>, but got vector<%s>", op_type,
arg_pos + 1, reinterpret_cast<PyTypeObject*>(item->
ob_type) ->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1544); } while (0); // NOLINT
1545 }
1546 }
1547 } else if (PyObject_TypeCheck(obj, g_ir_opresult_pytype)((((PyObject*)(obj))->ob_type) == (g_ir_opresult_pytype) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_ir_opresult_pytype
)))) {
1548 return {::pybind11::handle(obj).cast<ir::OpResult>()};
1549 } else if (obj == Py_None(&_Py_NoneStruct)) {
1550 return {};
1551 } else {
1552 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"Vector<>, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1557); } while (0)
1553 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"Vector<>, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1557); } while (0)
1554 "Vector<>, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"Vector<>, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1557); } while (0)
1555 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"Vector<>, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1557); } while (0)
1556 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"Vector<>, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1557); } while (0)
1557 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"Vector<>, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1557); } while (0); // NOLINT
1558 }
1559 return result_list;
1560}
1561
1562paddle::experimental::Scalar CastPyArg2Scalar(PyObject* obj,
1563 const std::string& op_type,
1564 ssize_t arg_pos) {
1565 if (obj == Py_None(&_Py_NoneStruct)) {
1566 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1571); } while (0)
1567 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1571); } while (0)
1568 "int, float, bool or Tensor, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1571); } while (0)
1569 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1571); } while (0)
1570 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1571); } while (0)
1571 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1571); } while (0); // NOLINT
1572 }
1573
1574 // obj could be: int, float, bool, paddle.Tensor
1575 PyTypeObject* type = obj->ob_type;
1576 auto type_name = std::string(type->tp_name);
1577 VLOG(4)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (4); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1577).stream() << "type_name: " << type_name;
1578 if (PyBool_Check(obj)((((PyObject*)(obj))->ob_type) == &PyBool_Type)) {
1579 bool value = CastPyArg2Boolean(obj, op_type, arg_pos);
1580 return paddle::experimental::Scalar(value);
1581 } else if (PyLong_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 24))) != 0)) {
1582 int64_t value = CastPyArg2Long(obj, op_type, arg_pos);
1583 return paddle::experimental::Scalar(value);
1584 } else if (PyFloat_Check(obj)((((PyObject*)(obj))->ob_type) == (&PyFloat_Type) || PyType_IsSubtype
((((PyObject*)(obj))->ob_type), (&PyFloat_Type)))) {
1585 double value = CastPyArg2Double(obj, op_type, arg_pos);
1586 return paddle::experimental::Scalar(value);
1587 } else if (PyCheckTensor(obj)) {
1588 paddle::Tensor& value = GetTensorFromPyObject(
1589 op_type, "" /*arg_name*/, obj, arg_pos, false /*dispensable*/);
1590 return paddle::experimental::Scalar(value);
1591 } else if (type_name.find("numpy") != std::string::npos) {
1592 return CastNumpy2Scalar(obj, op_type, arg_pos);
1593 } else if (PyComplex_Check(obj)((((PyObject*)(obj))->ob_type) == (&PyComplex_Type) ||
PyType_IsSubtype((((PyObject*)(obj))->ob_type), (&PyComplex_Type
)))) {
1594 auto value = CastPyArg2Complex128(obj, op_type, arg_pos);
1595 return paddle::experimental::Scalar(value);
1596 } else if (PyObject_CheckLongOrToLong(&obj)) {
1597 int value = CastPyArg2Int(obj, op_type, arg_pos);
1598 return paddle::experimental::Scalar(value);
1599 } else if (PyObject_CheckString(obj)) {
1600 std::string value = CastPyArg2String(obj, op_type, arg_pos);
1601 return paddle::experimental::Scalar(value);
1602 } else {
1603 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1608); } while (0)
1604 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1608); } while (0)
1605 "int, float, bool or Tensor, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1608); } while (0)
1606 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1608); } while (0)
1607 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1608); } while (0)
1608 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"int, float, bool or Tensor, but got %s", op_type, arg_pos +
1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1608); } while (0); // NOLINT
1609 }
1610
1611 // Fake a Scalar
1612 return paddle::experimental::Scalar(1.0);
1613}
1614
1615std::vector<phi::Scalar> CastPyArg2ScalarArray(PyObject* obj,
1616 const std::string& op_type,
1617 ssize_t arg_pos) {
1618 if (obj == Py_None(&_Py_NoneStruct)) {
1619 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, or bool, but got %s", op_type, arg_pos
+ 1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1624); } while (0)
1620 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, or bool, but got %s", op_type, arg_pos
+ 1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1624); } while (0)
1621 "a list of int, float, or bool, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, or bool, but got %s", op_type, arg_pos
+ 1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1624); } while (0)
1622 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, or bool, but got %s", op_type, arg_pos
+ 1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1624); } while (0)
1623 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, or bool, but got %s", op_type, arg_pos
+ 1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1624); } while (0)
1624 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, or bool, but got %s", op_type, arg_pos
+ 1, ((PyTypeObject*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1624); } while (0); // NOLINT
1625 }
1626
1627 PyTypeObject* type = obj->ob_type;
1628 auto type_name = std::string(type->tp_name);
1629 VLOG(4)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (4); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1629).stream() << "type_name: " << type_name;
1630 if (PyList_Check(obj)((((((PyObject*)(obj))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1631 Py_ssize_t len = PyList_Size(obj);
1632 PyObject* item = nullptr;
1633 item = PyList_GetItem(obj, 0);
1634 if (PyObject_CheckFloatOrToFloat(&item)) {
1635 std::vector<phi::Scalar> value;
1636 for (Py_ssize_t i = 0; i < len; i++) {
1637 item = PyList_GetItem(obj, i);
1638 value.emplace_back(phi::Scalar{PyFloat_AsDouble(item)});
1639 }
1640 return value;
1641 } else if (PyObject_CheckLongOrToLong(&item)) {
1642 std::vector<phi::Scalar> value;
1643 for (Py_ssize_t i = 0; i < len; i++) {
1644 item = PyList_GetItem(obj, i);
1645 value.emplace_back(
1646 phi::Scalar{static_cast<int64_t>(PyLong_AsLong(item))});
1647 }
1648 return value;
1649 } else if (PyObject_CheckComplexOrToComplex(&item)) {
1650 std::vector<phi::Scalar> value;
1651 for (Py_ssize_t i = 0; i < len; i++) {
1652 item = PyList_GetItem(obj, i);
1653 Py_complex v = PyComplex_AsCComplex(item);
1654 value.emplace_back(phi::Scalar{std::complex<double>(v.real, v.imag)});
1655 }
1656 return value;
1657 }
1658 } else {
1659 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, complex, or bool, but got %s", op_type
, arg_pos + 1, ((PyTypeObject*)obj->ob_type)->tp_name))
, "../../../../paddle/fluid/pybind/eager_utils.cc", 1664); } while
(0)
1660 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, complex, or bool, but got %s", op_type
, arg_pos + 1, ((PyTypeObject*)obj->ob_type)->tp_name))
, "../../../../paddle/fluid/pybind/eager_utils.cc", 1664); } while
(0)
1661 "a list of int, float, complex, or bool, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, complex, or bool, but got %s", op_type
, arg_pos + 1, ((PyTypeObject*)obj->ob_type)->tp_name))
, "../../../../paddle/fluid/pybind/eager_utils.cc", 1664); } while
(0)
1662 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, complex, or bool, but got %s", op_type
, arg_pos + 1, ((PyTypeObject*)obj->ob_type)->tp_name))
, "../../../../paddle/fluid/pybind/eager_utils.cc", 1664); } while
(0)
1663 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, complex, or bool, but got %s", op_type
, arg_pos + 1, ((PyTypeObject*)obj->ob_type)->tp_name))
, "../../../../paddle/fluid/pybind/eager_utils.cc", 1664); } while
(0)
1664 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"a list of int, float, complex, or bool, but got %s", op_type
, arg_pos + 1, ((PyTypeObject*)obj->ob_type)->tp_name))
, "../../../../paddle/fluid/pybind/eager_utils.cc", 1664); } while
(0); // NOLINT
1665 }
1666
1667 // Fake a ScalarArray
1668 return std::vector<phi::Scalar>({phi::Scalar(1.0)});
1669}
1670
1671paddle::experimental::IntArray CastPyArg2IntArray(PyObject* obj,
1672 const std::string& op_type,
1673 ssize_t arg_pos) {
1674 if (obj == Py_None(&_Py_NoneStruct)) {
1675 return paddle::experimental::IntArray({});
1676 }
1677
1678 // obj could be: int, float, bool, paddle.Tensor
1679 PyTypeObject* type = obj->ob_type;
1680 auto type_name = std::string(type->tp_name);
1681 if (type_name == "list" || type_name == "tuple" ||
1682 type_name == "numpy.ndarray") {
1683 std::vector<int64_t> value = CastPyArg2Longs(obj, op_type, arg_pos);
1684 return paddle::experimental::IntArray(value);
1685 } else if (type_name == "paddle.Tensor" || type_name == "Tensor") {
1686 paddle::Tensor& value = GetTensorFromPyObject(
1687 op_type, "" /*arg_name*/, obj, arg_pos, false /*dispensable*/);
1688 return paddle::experimental::IntArray(value);
1689 } else if (PyObject_CheckLongOrConvertToLong(&obj)) {
1690 return paddle::experimental::IntArray(
1691 {static_cast<int64_t>(PyLong_AsLong(obj))});
1692 } else {
1693 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"list or int, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1698); } while (0)
1694 "%s(): argument (position %d) must be "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"list or int, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1698); } while (0)
1695 "list or int, but got %s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"list or int, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1698); } while (0)
1696 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"list or int, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1698); } while (0)
1697 arg_pos + 1,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"list or int, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1698); } while (0)
1698 ((PyTypeObject*)obj->ob_type)->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument (position %d) must be "
"list or int, but got %s", op_type, arg_pos + 1, ((PyTypeObject
*)obj->ob_type)->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1698); } while (0); // NOLINT
1699 }
1700
1701 // Fake a IntArray
1702 return paddle::experimental::IntArray({1});
1703}
1704
1705paddle::framework::Scope* CastPyArg2ScopePtr(PyObject* obj) {
1706 if (PyObject_TypeCheck(obj, g_framework_scope_pytype)((((PyObject*)(obj))->ob_type) == (g_framework_scope_pytype
) || PyType_IsSubtype((((PyObject*)(obj))->ob_type), (g_framework_scope_pytype
)))) {
1707 return ::pybind11::handle(obj).cast<paddle::framework::Scope*>();
1708 } else {
1709 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "PyObject can not be cast into framework::Scope"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1710); }
while (0)
1710 "PyObject can not be cast into framework::Scope"))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "PyObject can not be cast into framework::Scope"
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1710); }
while (0);
1711 }
1712}
1713
1714std::vector<paddle::framework::Scope*> GetScopePtrListFromArgs(
1715 const std::string& op_type,
1716 const std::string& arg_name,
1717 PyObject* args,
1718 ssize_t arg_idx,
1719 bool dispensable) {
1720 PyObject* list = PyTuple_GET_ITEM(args, arg_idx)(((PyTupleObject *)(args))->ob_item[arg_idx]);
1721 if (list == nullptr) {
1722 if (!dispensable) {
1723 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1728); } while (0)
1724 "%s(): argument '%s' (position %d) must be list of scope, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1728); } while (0)
1725 "None",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1728); } while (0)
1726 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1728); } while (0)
1727 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1728); } while (0)
1728 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"None", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1728); } while (0);
1729 }
1730 }
1731
1732 std::vector<paddle::framework::Scope*> result;
1733 if (PyList_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 25))) != 0)) {
1734 Py_ssize_t len = PyList_Size(list);
1735 if (len == 0) {
1736 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1741); } while (0)
1737 "%s(): argument '%s' (position %d) must be list of scope, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1741); } while (0)
1738 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1741); } while (0)
1739 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1741); } while (0)
1740 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1741); } while (0)
1741 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1741); } while (0);
1742 }
1743 for (Py_ssize_t i = 0; i < len; i++) {
1744 result.emplace_back(CastPyArg2ScopePtr(PyList_GetItem(list, i)));
1745 }
1746 } else if (PyTuple_Check(list)((((((PyObject*)(list))->ob_type))->tp_flags & ((1UL
<< 26))) != 0)) {
1747 Py_ssize_t len = PyTuple_Size(list);
1748 if (len == 0) {
1749 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1754); } while (0)
1750 "%s(): argument '%s' (position %d) must be list of scope, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1754); } while (0)
1751 "empty list",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1754); } while (0)
1752 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1754); } while (0)
1753 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1754); } while (0)
1754 arg_idx))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of scope, but got "
"empty list", op_type, arg_name, arg_idx)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1754); } while (0);
1755 }
1756 for (Py_ssize_t i = 0; i < len; i++) {
1757 result.emplace_back(CastPyArg2ScopePtr(PyList_GetItem(list, i)));
1758 }
1759 } else if (list == Py_None(&_Py_NoneStruct)) {
1760 return {};
1761 } else {
1762 PADDLE_THROW(platform::errors::InvalidArgument(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0)
1763 "%s(): argument '%s' (position %d) must be list of Tensors, but got "do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0)
1764 "%s",do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0)
1765 op_type,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0)
1766 arg_name,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0)
1767 arg_idx,do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0)
1768 (reinterpret_cast<PyTypeObject*>(list->ob_type))->tp_name))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::InvalidArgument( "%s(): argument '%s' (position %d) must be list of Tensors, but got "
"%s", op_type, arg_name, arg_idx, (reinterpret_cast<PyTypeObject
*>(list->ob_type))->tp_name)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1768); } while (0);
1769 }
1770 return result;
1771}
1772
1773paddle::Place CastPyArg2Place(PyObject* obj,
1774 const std::string& op_type,
1775 ssize_t arg_pos) {
1776 return CastPyArg2Place(obj, arg_pos);
1777}
1778
1779paddle::DataType CastPyArg2DataType(PyObject* obj,
1780 const std::string& op_type,
1781 ssize_t arg_pos) {
1782 if (obj == Py_None(&_Py_NoneStruct)) {
1783 return phi::DataType::UNDEFINED;
1784 }
1785
1786 framework::proto::VarType::Type type = CastPyArg2ProtoType(obj, arg_pos);
1787 return framework::TransToPhiDataType(type);
1788}
1789
1790paddle::Tensor PyTensorHook::operator()(const paddle::Tensor& var) {
1791 py::gil_scoped_acquire gil;
1792 VLOG(3)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (3); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1792).stream() << "Call PyTensorHook for var " << var.name();
1793
1794 PyObject* res = nullptr;
1795 try {
1796 PyObject* p_tmp_var = ToPyObject(var);
1797 res = PyObject_CallFunctionObjArgs(py_func_, p_tmp_var, nullptr);
1798 Py_DECREF(p_tmp_var)_Py_DECREF(((PyObject*)(p_tmp_var)));
1799 } catch (platform::EnforceNotMet& e) {
1800 throw std::move(e);
1801 } catch (std::exception& e) {
1802 PADDLE_THROW(platform::errors::Unavailable(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "Hook function of Tensor raises an exception: %s."
, e.what())), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1803); } while (0)
1803 "Hook function of Tensor raises an exception: %s.", e.what()))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "Hook function of Tensor raises an exception: %s."
, e.what())), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1803); } while (0);
1804 } catch (...) {
1805 PADDLE_THROW(platform::errors::Fatal(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Hook function of Tensor raises an unknown exception."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1806); }
while (0)
1806 "Hook function of Tensor raises an unknown exception."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Hook function of Tensor raises an unknown exception."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1806); }
while (0);
1807 }
1808
1809 PADDLE_ENFORCE_NOT_NULL(res,do { if (__builtin_expect(static_cast<bool>(nullptr == (
res)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"res" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1811); } while (0); } } while (0)
1810 paddle::platform::errors::External(do { if (__builtin_expect(static_cast<bool>(nullptr == (
res)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"res" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1811); } while (0); } } while (0)
1811 pybind11::detail::error_string().c_str()))do { if (__builtin_expect(static_cast<bool>(nullptr == (
res)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"res" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1811); } while (0); } } while (0);
1812 if (res == Py_None(&_Py_NoneStruct)) {
1813 return var;
1814 }
1815 auto res_tensor = reinterpret_cast<TensorObject*>(res)->tensor;
1816 Py_DECREF(res)_Py_DECREF(((PyObject*)(res)));
1817 return res_tensor;
1818}
1819
1820void PyVoidHook::operator()() {
1821 py::gil_scoped_acquire gil;
1822 VLOG(3)static_cast<void>(0), !(__extension__ ({ static google::
int32* vlocal__ = &google::kLogSiteUninitialized; google::
int32 verbose_level__ = (3); (*vlocal__ >= verbose_level__
) && ((vlocal__ != &google::kLogSiteUninitialized
) || (google::InitVLOG3__(&vlocal__, &FLAGS_v, "../../../../paddle/fluid/pybind/eager_utils.cc"
, verbose_level__))); })) ? (void) 0 : google::LogMessageVoidify
() & google::LogMessage( "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1822).stream() << "Call PyVoidHook";
1823
1824 try {
1825 PyObject_CallFunctionObjArgs(py_func_, nullptr);
1826 } catch (platform::EnforceNotMet& e) {
1827 throw std::move(e);
1828 } catch (std::exception& e) {
1829 PADDLE_THROW(platform::errors::Unavailable(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "Hook function of Tensor raises an exception: %s."
, e.what())), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1830); } while (0)
1830 "Hook function of Tensor raises an exception: %s.", e.what()))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Unavailable( "Hook function of Tensor raises an exception: %s."
, e.what())), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1830); } while (0);
1831 } catch (...) {
1832 PADDLE_THROW(platform::errors::Fatal(do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Hook function of Tensor raises an unknown exception."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1833); }
while (0)
1833 "Hook function of Tensor raises an unknown exception."))do { throw ::phi::enforce::EnforceNotMet( ::phi::ErrorSummary
(platform::errors::Fatal( "Hook function of Tensor raises an unknown exception."
)), "../../../../paddle/fluid/pybind/eager_utils.cc", 1833); }
while (0);
1834 }
1835}
1836
1837PyObjectHolder::PyObjectHolder(PyObject* ptr) { ptr_ = ptr; }
1838
1839PyObjectHolder::~PyObjectHolder() { // NOLINT
1840 ::pybind11::gil_scoped_acquire gil;
1841 Py_XDECREF(ptr_)_Py_XDECREF(((PyObject*)(ptr_)));
1842}
1843
1844void* PyObjectHolder::get() { return reinterpret_cast<void*>(ptr_); }
1845
1846void PyObjectHolder::reset(void* ptr) {
1847 if (ptr_) {
1848 ::pybind11::gil_scoped_acquire gil;
1849 Py_XDECREF(ptr_)_Py_XDECREF(((PyObject*)(ptr_)));
1850 }
1851 ptr_ = reinterpret_cast<PyObject*>(ptr);
1852}
1853
1854void PyObjectHolder::inc_ref() {
1855 ::pybind11::gil_scoped_acquire gil;
1856 Py_XINCREF(ptr_)_Py_XINCREF(((PyObject*)(ptr_)));
1857}
1858void PyObjectHolder::dec_ref() {
1859 ::pybind11::gil_scoped_acquire gil;
1860 Py_XDECREF(ptr_)_Py_XDECREF(((PyObject*)(ptr_)));
1861}
1862
1863PackHook::PackHook(PyObject* hook) : hook_(hook) { Py_INCREF(hook_)_Py_INCREF(((PyObject*)(hook_))); }
1864
1865PackHook::~PackHook() { // NOLINT
1866 ::pybind11::gil_scoped_acquire gil;
1867 Py_DECREF(hook_)_Py_DECREF(((PyObject*)(hook_)));
1868}
1869
1870std::shared_ptr<egr::PyObjectHolderBase> PackHook::operator()(
1871 const paddle::Tensor& tensor) {
1872 bool grad_tmp = egr::Controller::Instance().HasGrad();
1873 egr::Controller::Instance().SetHasGrad(false);
1874 ::pybind11::gil_scoped_acquire gil;
1875 auto args = PyTuple_New(1);
1876 PyTuple_SET_ITEM(args, 0, paddle::pybind::ToPyObject(tensor))PyTuple_SetItem(args, 0, paddle::pybind::ToPyObject(tensor));
1877 PyObject* ret = PyObject_Call(hook_, args, nullptr);
1878 PADDLE_ENFORCE_NOT_NULL(ret,do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1880); } while (0); } } while (0)
1879 paddle::platform::errors::External(do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1880); } while (0); } } while (0)
1880 pybind11::detail::error_string().c_str()))do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1880); } while (0); } } while (0);
1881 Py_XDECREF(args)_Py_XDECREF(((PyObject*)(args)));
1882 egr::Controller::Instance().SetHasGrad(grad_tmp);
1883 return std::make_shared<PyObjectHolder>(ret);
1884}
1885
1886void* PackHook::operator()(void* py_tensor) {
1887 bool grad_tmp = egr::Controller::Instance().HasGrad();
1888 egr::Controller::Instance().SetHasGrad(false);
1889 ::pybind11::gil_scoped_acquire gil;
1890 auto args = PyTuple_New(1);
1
Calling 'PyTuple_New'
→
3
←
Returning from 'PyTuple_New'
→
6
←
PyObject ownership leak with reference count of 1
1891 Py_INCREF(reinterpret_cast<PyObject*>(py_tensor))_Py_INCREF(((PyObject*)(reinterpret_cast<PyObject*>(py_tensor
))));
1892 PyTuple_SET_ITEM(args, 0, reinterpret_cast<PyObject*>(py_tensor))PyTuple_SetItem(args, 0, reinterpret_cast<PyObject*>(py_tensor
));
1893 PyObject* ret = PyObject_Call(hook_, args, nullptr);
1894 PADDLE_ENFORCE_NOT_NULL(ret,do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1896); } while (0); } } while (0)
4
←
Assuming the condition is true
→
5
←
Taking true branch
→
1895 paddle::platform::errors::External(do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1896); } while (0); } } while (0)
1896 pybind11::detail::error_string().c_str()))do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1896); } while (0); } } while (0);
1897 Py_XDECREF(args)_Py_XDECREF(((PyObject*)(args)));
1898 egr::Controller::Instance().SetHasGrad(grad_tmp);
1899 return reinterpret_cast<void*>(ret);
1900}
1901
1902UnPackHook::UnPackHook(PyObject* hook) : hook_(hook) { Py_INCREF(hook_)_Py_INCREF(((PyObject*)(hook_))); }
1903
1904UnPackHook::~UnPackHook() { // NOLINT
1905 ::pybind11::gil_scoped_acquire gil;
1906 Py_DECREF(hook_)_Py_DECREF(((PyObject*)(hook_)));
1907}
1908
1909paddle::Tensor UnPackHook::operator()(
1910 std::shared_ptr<egr::PyObjectHolderBase> packed_value) {
1911 bool grad_tmp = egr::Controller::Instance().HasGrad();
1912 egr::Controller::Instance().SetHasGrad(false);
1913 ::pybind11::gil_scoped_acquire gil;
1914 auto args = PyTuple_New(1);
1915 Py_INCREF(reinterpret_cast<PyObject*>(packed_value->get()))_Py_INCREF(((PyObject*)(reinterpret_cast<PyObject*>(packed_value
->get()))));
1916 PyTuple_SET_ITEM(args, 0, reinterpret_cast<PyObject*>(packed_value->get()))PyTuple_SetItem(args, 0, reinterpret_cast<PyObject*>(packed_value
->get()));
1917 PyObject* ret = PyObject_Call(hook_, args, nullptr);
1918 PADDLE_ENFORCE_NOT_NULL(ret,do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1920); } while (0); } } while (0)
1919 paddle::platform::errors::External(do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1920); } while (0); } } while (0)
1920 pybind11::detail::error_string().c_str()))do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1920); } while (0); } } while (0);
1921 Py_XDECREF(args)_Py_XDECREF(((PyObject*)(args)));
1922 egr::Controller::Instance().SetHasGrad(grad_tmp);
1923
1924 PADDLE_ENFORCE_EQ(paddle::pybind::PyCheckTensor(ret),do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1928); }
while (0); } } while (0)
1925 true,do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1928); }
while (0); } } while (0)
1926 paddle::platform::errors::InvalidArgument(do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1928); }
while (0); } } while (0)
1927 "paddle.autograd.saved_tensors_hooks only one pair "do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1928); }
while (0); } } while (0)
1928 "of hooks is allowed at a time."))do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1928); }
while (0); } } while (0);
1929
1930 auto tensor = reinterpret_cast<paddle::pybind::TensorObject*>(ret)->tensor;
1931 Py_XDECREF(ret)_Py_XDECREF(((PyObject*)(ret)));
1932 return tensor;
1933}
1934
1935void* UnPackHook::operator()(void* packed_value, void* other) {
1936 bool grad_tmp = egr::Controller::Instance().HasGrad();
1937 egr::Controller::Instance().SetHasGrad(false);
1938 ::pybind11::gil_scoped_acquire gil;
1939 auto args = PyTuple_New(1);
1940 Py_INCREF(reinterpret_cast<PyObject*>(packed_value))_Py_INCREF(((PyObject*)(reinterpret_cast<PyObject*>(packed_value
))));
1941 PyTuple_SET_ITEM(args, 0, reinterpret_cast<PyObject*>(packed_value))PyTuple_SetItem(args, 0, reinterpret_cast<PyObject*>(packed_value
));
1942 PyObject* ret = PyObject_Call(hook_, args, nullptr);
1943 PADDLE_ENFORCE_NOT_NULL(ret,do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1945); } while (0); } } while (0)
1944 paddle::platform::errors::External(do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1945); } while (0); } } while (0)
1945 pybind11::detail::error_string().c_str()))do { if (__builtin_expect(static_cast<bool>(nullptr == (
ret)), 0)) { auto __summary__ = phi::ErrorSummary(paddle::platform
::errors::External( pybind11::detail::error_string().c_str())
); auto __message__ = ::paddle::string::Sprintf( "%s\n [Hint: "
"ret" " should not be null.]", __summary__.error_message());
do { throw ::phi::enforce::EnforceNotMet(phi::ErrorSummary(__summary__
.code(), std::move(__message__)), "../../../../paddle/fluid/pybind/eager_utils.cc"
, 1945); } while (0); } } while (0);
1946 Py_XDECREF(args)_Py_XDECREF(((PyObject*)(args)));
1947 egr::Controller::Instance().SetHasGrad(grad_tmp);
1948
1949 PADDLE_ENFORCE_EQ(paddle::pybind::PyCheckTensor(ret),do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1953); }
while (0); } } while (0)
1950 true,do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1953); }
while (0); } } while (0)
1951 paddle::platform::errors::InvalidArgument(do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1953); }
while (0); } } while (0)
1952 "paddle.autograd.saved_tensors_hooks only one pair "do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1953); }
while (0); } } while (0)
1953 "of hooks is allowed at a time."))do { auto __val1 = (paddle::pybind::PyCheckTensor(ret)); auto
__val2 = (true); using __TYPE1__ = decltype(__val1); using __TYPE2__
= decltype(__val2); using __COMMON_TYPE1__ = ::phi::details::
CommonType1<__TYPE1__, __TYPE2__>; using __COMMON_TYPE2__
= ::phi::details::CommonType2<__TYPE1__, __TYPE2__>; bool
__is_not_error = (static_cast<__COMMON_TYPE1__>(__val1
))==( static_cast<__COMMON_TYPE2__>(__val2)); if (__builtin_expect
(static_cast<bool>(!__is_not_error), 0)) { auto __summary__
= phi::ErrorSummary(paddle::platform::errors::InvalidArgument
( "paddle.autograd.saved_tensors_hooks only one pair " "of hooks is allowed at a time."
)); constexpr bool __kCanToString__ = ::phi::details::CanToString
<__TYPE1__>::kValue && ::phi::details::CanToString
<__TYPE2__>::kValue; auto __message__ = ::paddle::string
::Sprintf( "%s\n [Hint: Expected %s " "==" " %s, but received %s "
"!=" " %s.]", __summary__.error_message(), "paddle::pybind::PyCheckTensor(ret)"
, "true", ::phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("paddle::pybind::PyCheckTensor(ret)", __val1), ::
phi::details::BinaryCompareMessageConverter< __kCanToString__
>::Convert("true", __val2)); do { throw ::phi::enforce::EnforceNotMet
(phi::ErrorSummary(__summary__.code(), std::move(__message__)
), "../../../../paddle/fluid/pybind/eager_utils.cc", 1953); }
while (0); } } while (0);
1954
1955 return reinterpret_cast<void*>(ret);
1956}
1957
1958} // namespace pybind
1959} // namespace paddle
←

/opt/pyrefcon/lib/pyrefcon/models/PyTuple_New.model

1#ifndef PyTuple_New
2struct _object;
3typedef struct _object PyObject;
4PyObject* clang_analyzer_PyObject_New_Reference();
5PyObject* PyTuple_New(Py_ssize_t len) {
6 return clang_analyzer_PyObject_New_Reference();
2
←
Setting reference count to 1
→
7}
8#else
9#warning "API PyTuple_New is defined as a macro."
10#endif