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tensorflow.i
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%module tensorflow
%include "typemaps.i"
%{
#include "tensorflow_.h"
%}
%inline %{
// [已测试] 生成新的状态对象
TF_Status* TF_NewStatus();
// [已测试] 移除对象
void TF_DeleteStatus(TF_Status*);
// [已测试] code 原来的类型是TF_Code ，但是在PHP中使用枚举类型困难，所以改成 int
void TF_SetStatus(TF_Status* s, int code , const char* msg);
// [已测试] 返回值原为TF_Code，所以改成int
int TF_GetCode(const TF_Status* s);
// [已测试] 返回对象中存储的消息
const char* TF_Message(const TF_Status* s);
// [已测试] 原为const void * 兼容为 char *
//TF_Buffer* TF_NewBufferFromString(const void* proto, size_t proto_len);
TF_Buffer* TF_NewBufferFromString( char * proto, size_t proto_len);
// [已测试]
TF_Buffer* TF_NewBuffer();
// [已测试]
void TF_DeleteBuffer(TF_Buffer*);
// [已测试]
TF_Buffer TF_GetBuffer(TF_Buffer* buffer);
// [已测试] PHP不能操作C成员，只能增加这个接口来实现
char * TF_GetBufferData( TF_Buffer* buffer){
return (char*)buffer->data;
}
// [已测试] PHP不能操作C成员，只能增加这个接口来实现
int TF_GetBufferLength( TF_Buffer* buffer){
return (int)buffer->length;
}
//这个在PHP中不使用，回调函数不知道如何实现
/*
TF_Tensor* TF_NewTensor(TF_DataType, const int64_t* dims, int num_dims,void* data, size_t len,
void (*deallocator)(void* data, size_t len,
void* arg),
void* deallocator_arg);
*/
//extern TF_Tensor* TF_AllocateTensor(TF_DataType, const int64_t* dims,int num_dims, size_t len);
extern TF_Tensor* TF_AllocateTensor(int type , int64 * dims,int num_dims, size_t len);
extern void TF_DeleteTensor(TF_Tensor*);
//类型不支持所以转成INT
//extern TF_DataType TF_TensorType(const TF_Tensor*);
extern int TF_TensorType(const TF_Tensor*);
extern int64 TF_NumDims(const TF_Tensor*);
//extern int64_t TF_Dim(const TF_Tensor* tensor, int dim_index);
in64_t TF_Dim(const TF_Tensor* tensor, int dim_index);
extern size_t TF_TensorByteSize(const TF_Tensor*);
extern void* TF_TensorData(const TF_Tensor*);
extern size_t TF_StringEncode(const char* src, size_t src_len, char* dst,
size_t dst_len, TF_Status* status);
extern size_t TF_StringDecode(const char* src, size_t src_len, const char** dst,
size_t* dst_len, TF_Status* status);
extern size_t TF_StringEncodedSize(size_t len);
extern TF_SessionOptions* TF_NewSessionOptions();
extern void TF_SetTarget(TF_SessionOptions* options, const char* target);
extern void TF_SetConfig(TF_SessionOptions* options, const void* proto,
size_t proto_len, TF_Status* status);
extern void TF_DeleteSessionOptions(TF_SessionOptions*);
extern TF_Graph* TF_NewGraph();
extern void TF_DeleteGraph(TF_Graph*);
extern void TF_GraphSetTensorShape(TF_Graph* graph, TF_Output output,
const int64_t* dims, const int num_dims,
TF_Status* status);
extern int TF_GraphGetTensorNumDims(TF_Graph* graph, TF_Output output,
TF_Status* status);
extern void TF_GraphGetTensorShape(TF_Graph* graph, TF_Output output,
int64_t* dims, int num_dims,
TF_Status* status);
extern TF_OperationDescription* TF_NewOperation(TF_Graph* graph,
const char* op_type,
const char* oper_name);
extern void TF_SetDevice(TF_OperationDescription* desc, const char* device);
extern void TF_AddInput(TF_OperationDescription* desc, TF_Output input);
extern void TF_AddInputList(TF_OperationDescription* desc,
const TF_Output* inputs, int num_inputs);
extern void TF_AddControlInput(TF_OperationDescription* desc,
TF_Operation* input);
extern void TF_ColocateWith(TF_OperationDescription* desc, TF_Operation* op);
extern void TF_SetAttrString(TF_OperationDescription* desc,
const char* attr_name, const void* value,
size_t length);
extern void TF_SetAttrStringList(TF_OperationDescription* desc,
const char* attr_name,
const void* const* values,
const size_t* lengths, int num_values);
extern void TF_SetAttrInt(TF_OperationDescription* desc, const char* attr_name,
int64_t value);
extern void TF_SetAttrIntList(TF_OperationDescription* desc,
const char* attr_name, const int64_t* values,
int num_values);
extern void TF_SetAttrFloat(TF_OperationDescription* desc,
const char* attr_name, float value);
extern void TF_SetAttrFloatList(TF_OperationDescription* desc,
const char* attr_name, const float* values,
int num_values);
extern void TF_SetAttrBool(TF_OperationDescription* desc, const char* attr_name,
unsigned char value);
extern void TF_SetAttrBoolList(TF_OperationDescription* desc,
const char* attr_name,
const unsigned char* values, int num_values);
extern void TF_SetAttrType(TF_OperationDescription* desc, const char* attr_name,
TF_DataType value);
extern void TF_SetAttrTypeList(TF_OperationDescription* desc,
const char* attr_name, const TF_DataType* values,
int num_values);
extern void TF_SetAttrShape(TF_OperationDescription* desc,
const char* attr_name, const int64_t* dims,
int num_dims);
extern void TF_SetAttrShapeList(TF_OperationDescription* desc,
const char* attr_name,
const int64_t* const* dims, const int* num_dims,
int num_shapes);
extern void TF_SetAttrTensorShapeProto(TF_OperationDescription* desc,
const char* attr_name, const void* proto,
size_t proto_len, TF_Status* status);
extern void TF_SetAttrTensorShapeProtoList(TF_OperationDescription* desc,
const char* attr_name,
const void* const* protos,
const size_t* proto_lens,
int num_shapes, TF_Status* status);
extern void TF_SetAttrTensor(TF_OperationDescription* desc,
const char* attr_name, TF_Tensor* value,
TF_Status* status);
extern void TF_SetAttrTensorList(TF_OperationDescription* desc,
const char* attr_name,
TF_Tensor* const* values, int num_values,
TF_Status* status);
extern void TF_SetAttrValueProto(TF_OperationDescription* desc,
const char* attr_name, const void* proto,
size_t proto_len, TF_Status* status);
extern TF_Operation* TF_FinishOperation(TF_OperationDescription* desc,
TF_Status* status);
extern const char* TF_OperationName(TF_Operation* oper);
extern const char* TF_OperationOpType(TF_Operation* oper);
extern const char* TF_OperationDevice(TF_Operation* oper);
extern int TF_OperationNumOutputs(TF_Operation* oper);
extern TF_DataType TF_OperationOutputType(TF_Output oper_out);
extern int TF_OperationOutputListLength(TF_Operation* oper,
const char* arg_name,
TF_Status* status);
extern int TF_OperationNumInputs(TF_Operation* oper);
extern TF_DataType TF_OperationInputType(TF_Input oper_in);
extern int TF_OperationInputListLength(TF_Operation* oper, const char* arg_name,
TF_Status* status);
extern TF_Output TF_OperationInput(TF_Input oper_in);
extern int TF_OperationOutputNumConsumers(TF_Output oper_out);
extern int TF_OperationOutputConsumers(TF_Output oper_out, TF_Input* consumers,
int max_consumers);
extern int TF_OperationNumControlInputs(TF_Operation* oper);
extern int TF_OperationGetControlInputs(TF_Operation* oper,
TF_Operation** control_inputs,
int max_control_inputs);
extern int TF_OperationNumControlOutputs(TF_Operation* oper);
extern int TF_OperationGetControlOutputs(TF_Operation* oper,
TF_Operation** control_outputs,
int max_control_outputs);
extern TF_AttrMetadata TF_OperationGetAttrMetadata(TF_Operation* oper,
const char* attr_name,
TF_Status* status);
extern void TF_OperationGetAttrString(TF_Operation* oper, const char* attr_name,
void* value, size_t max_length,
TF_Status* status);
extern void TF_OperationGetAttrStringList(TF_Operation* oper,
const char* attr_name, void** values,
size_t* lengths, int max_values,
void* storage, size_t storage_size,
TF_Status* status);
extern void TF_OperationGetAttrInt(TF_Operation* oper, const char* attr_name,
int64_t* value, TF_Status* status);
extern void TF_OperationGetAttrIntList(TF_Operation* oper,
const char* attr_name, int64_t* values,
int max_values, TF_Status* status);
extern void TF_OperationGetAttrFloat(TF_Operation* oper, const char* attr_name,
float* value, TF_Status* status);
extern void TF_OperationGetAttrFloatList(TF_Operation* oper,
const char* attr_name, float* values,
int max_values, TF_Status* status);
extern void TF_OperationGetAttrBool(TF_Operation* oper, const char* attr_name,
unsigned char* value, TF_Status* status);
extern void TF_OperationGetAttrBoolList(TF_Operation* oper,
const char* attr_name,
unsigned char* values, int max_values,
TF_Status* status);
extern void TF_OperationGetAttrType(TF_Operation* oper, const char* attr_name,
TF_DataType* value, TF_Status* status);
extern void TF_OperationGetAttrTypeList(TF_Operation* oper,
const char* attr_name,
TF_DataType* values, int max_values,
TF_Status* status);
extern void TF_OperationGetAttrShape(TF_Operation* oper, const char* attr_name,
int64_t* value, int num_dims,
TF_Status* status);
extern void TF_OperationGetAttrShapeList(TF_Operation* oper,
const char* attr_name, int64_t** dims,
int* num_dims, int num_shapes,
int64_t* storage, int storage_size,
TF_Status* status);
extern void TF_OperationGetAttrTensorShapeProto(TF_Operation* oper,
const char* attr_name,
TF_Buffer* value,
TF_Status* status);
extern void TF_OperationGetAttrTensorShapeProtoList(TF_Operation* oper,
const char* attr_name,
TF_Buffer** values,
int max_values,
TF_Status* status);
extern void TF_OperationGetAttrTensor(TF_Operation* oper, const char* attr_name,
TF_Tensor** value, TF_Status* status);
extern void TF_OperationGetAttrTensorList(TF_Operation* oper,
const char* attr_name,
TF_Tensor** values, int max_values,
TF_Status* status);
extern void TF_OperationGetAttrValueProto(TF_Operation* oper,
const char* attr_name,
TF_Buffer* output_attr_value,
TF_Status* status);
extern TF_Operation* TF_GraphOperationByName(TF_Graph* graph,
const char* oper_name);
extern TF_Operation* TF_GraphNextOperation(TF_Graph* graph, size_t* pos);
extern void TF_GraphToGraphDef(TF_Graph* graph, TF_Buffer* output_graph_def,
TF_Status* status);
extern TF_ImportGraphDefOptions* TF_NewImportGraphDefOptions();
extern void TF_DeleteImportGraphDefOptions(TF_ImportGraphDefOptions* opts);
extern void TF_ImportGraphDefOptionsSetPrefix(TF_ImportGraphDefOptions* opts,
const char* prefix);
extern void TF_ImportGraphDefOptionsAddInputMapping(
TF_ImportGraphDefOptions* opts, const char* src_name, int src_index,
TF_Output dst);
extern void TF_ImportGraphDefOptionsAddControlDependency(
TF_ImportGraphDefOptions* opts, TF_Operation* oper);
extern void TF_ImportGraphDefOptionsAddReturnOutput(
TF_ImportGraphDefOptions* opts, const char* oper_name, int index);
extern int TF_ImportGraphDefOptionsNumReturnOutputs(
const TF_ImportGraphDefOptions* opts);
extern void TF_GraphImportGraphDefWithReturnOutputs(
TF_Graph* graph, const TF_Buffer* graph_def,
const TF_ImportGraphDefOptions* options, TF_Output* return_outputs,
int num_return_outputs, TF_Status* status);
extern void TF_GraphImportGraphDef(TF_Graph* graph, const TF_Buffer* graph_def,
const TF_ImportGraphDefOptions* options,
TF_Status* status);
extern void TF_OperationToNodeDef(TF_Operation* oper,
TF_Buffer* output_node_def,
TF_Status* status);
extern TF_Session* TF_NewSession(TF_Graph* graph, const TF_SessionOptions* opts,
TF_Status* status);
TF_Session* TF_LoadSessionFromSavedModel(
const TF_SessionOptions* session_options, const TF_Buffer* run_options,
const char* export_dir, const char* const* tags, int tags_len,
TF_Graph* graph, TF_Buffer* meta_graph_def, TF_Status* status);
extern void TF_CloseSession(TF_Session*, TF_Status* status);
extern void TF_DeleteSession(TF_Session*, TF_Status* status);
extern void TF_SessionRun(TF_Session* session,
// RunOptions
const TF_Buffer* run_options,
// Input tensors
const TF_Output* inputs,
TF_Tensor* const* input_values, int ninputs,
// Output tensors
const TF_Output* outputs, TF_Tensor** output_values,
int noutputs,
// Target operations
const TF_Operation* const* target_opers, int ntargets,
// RunMetadata
TF_Buffer* run_metadata,
// Output status
TF_Status*);
extern void TF_SessionPRunSetup(TF_Session*,
// Input names
const TF_Output* inputs, int ninputs,
// Output names
const TF_Output* outputs, int noutputs,
// Target operations
const TF_Operation* const* target_opers,
int ntargets,
// Output handle
const char** handle,
// Output status
TF_Status*);
extern void TF_SessionPRun(TF_Session*, const char* handle,
// Input tensors
const TF_Output* inputs,
TF_Tensor* const* input_values, int ninputs,
// Output tensors
const TF_Output* outputs, TF_Tensor** output_values,
int noutputs,
// Target operations
const TF_Operation* const* target_opers,
int ntargets,
// Output status
TF_Status*);
extern TF_DeprecatedSession* TF_NewDeprecatedSession(const TF_SessionOptions*,
TF_Status* status);
extern void TF_CloseDeprecatedSession(TF_DeprecatedSession*, TF_Status* status);
extern void TF_DeleteDeprecatedSession(TF_DeprecatedSession*,
TF_Status* status);
extern void TF_Reset(const TF_SessionOptions* opt, const char** containers,
int ncontainers, TF_Status* status);
extern void TF_ExtendGraph(TF_DeprecatedSession*, const void* proto,
size_t proto_len, TF_Status*);
extern void TF_Run(TF_DeprecatedSession*, const TF_Buffer* run_options,
const char** input_names, TF_Tensor** inputs, int ninputs,
const char** output_names, TF_Tensor** outputs, int noutputs,
const char** target_oper_names, int ntargets,
TF_Buffer* run_metadata, TF_Status*);
extern void TF_PRunSetup(TF_DeprecatedSession*, const char** input_names,
int ninputs, const char** output_names, int noutputs,
const char** target_oper_names, int ntargets,
const char** handle, TF_Status*);
extern void TF_PRun(TF_DeprecatedSession*, const char* handle,
const char** input_names, TF_Tensor** inputs, int ninputs,
const char** output_names, TF_Tensor** outputs,
int noutputs, const char** target_oper_names, int ntargets,
TF_Status*);
extern TF_Library* TF_LoadLibrary(const char* library_filename,
TF_Status* status);
extern TF_Buffer TF_GetOpList(TF_Library* lib_handle);
extern void TF_DeleteLibraryHandle(TF_Library* lib_handle);
extern TF_Buffer* TF_GetAllOpList();
%}
/*TF_DataType*/
#define PHP_TF_FLOAT 1
#define PHP_TF_DOUBLE 2
#define PHP_TF_INT32 3 /* Int32 tensors are always in 'host' memory*/
#define PHP_TF_UINT8 4
#define PHP_TF_INT16 5
#define PHP_TF_INT8 6
#define PHP_TF_STRING 7
#define PHP_TF_COMPLEX64 8 /* Single-precision complex*/
#define PHP_TF_COMPLEX 8 /* Old identifier kept for API backwards compatibility*/
#define PHP_TF_INT64 9
#define PHP_TF_BOOL 10
#define PHP_TF_QINT8 11 /* Quantized int8*/
#define PHP_TF_QUINT8 12 /* Quantized uint8*/
#define PHP_TF_QINT32 13 /* Quantized int32*/
#define PHP_TF_BFLOAT16 14 /* Float32 truncated to 16 bits. Only for cast ops.*/
#define PHP_TF_QINT16 15 /* Quantized int16*/
#define PHP_TF_QUINT16 16 /* Quantized uint16*/
#define PHP_TF_UINT16 17
#define PHP_TF_COMPLEX128 18 /* Double-precision complex*/
#define PHP_TF_HALF 19
#define PHP_TF_RESOURCE 20
/*TF_Code*/
#define PHP_TF_OK 0
#define PHP_TF_CANCELLED 1
#define PHP_TF_UNKNOWN 2
#define PHP_TF_INVALID_ARGUMENT 3
#define PHP_TF_DEADLINE_EXCEEDED 4
#define PHP_TF_NOT_FOUND 5
#define PHP_TF_ALREADY_EXISTS 6
#define PHP_TF_PERMISSION_DENIED 7
#define PHP_TF_UNAUTHENTICATED 16
#define PHP_TF_RESOURCE_EXHAUSTED 8
#define PHP_TF_FAILED_PRECONDITION 9
#define PHP_TF_ABORTED 10
#define PHP_TF_OUT_OF_RANGE 11
#define PHP_TF_UNIMPLEMENTED 12
#define PHP_TF_INTERNAL 13
#define PHP_TF_UNAVAILABLE 14
#define PHP_TF_DATA_LOSS 15