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THCUNN.h
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THCUNN.h
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#ifndef THC_GENERIC_FILE
#define THC_GENERIC_FILE "THCUNN/generic/THCUNN.h"
#else
#include <ATen/core/Reduction.h>
THC_API void THNN_(Abs_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output);
THC_API void THNN_(Abs_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput);
THC_API void THNN_(AbsCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
int64_t reduction);
THC_API void THNN_(AbsCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction);
THC_API void THNN_(BCECriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
int64_t reduction,
THCTensor *weights); // [OPTIONAL]
THC_API void THNN_(BCECriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction,
THCTensor *weights); // [OPTIONAL]
THC_API void THNN_(ClassNLLCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *output,
int64_t reduction,
THCTensor *weights, // [OPTIONAL]
THCTensor *total_weight,
int64_t ignore_index);
THC_API void THNN_(ClassNLLCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction,
THCTensor *weights, // [OPTIONAL]
THCTensor *total_weight,
int64_t ignore_index);
THC_API void THNN_(DistKLDivCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
int64_t reduction);
THC_API void THNN_(DistKLDivCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction);
THC_API void THNN_(ELU_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
accreal alpha,
accreal scale,
accreal input_scale,
bool inplace);
THC_API void THNN_(ELU_updateGradInput)(
THCState *state,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *output,
accreal alpha,
accreal scale,
accreal input_scale);
THC_API void THNN_(FeatureLPPooling_updateOutput)(
THCState* state,
THCTensor* inputTH,
THCTensor* outputTH,
accreal power,
int width,
int stride,
bool batchMode);
THC_API void THNN_(FeatureLPPooling_updateGradInput)(
THCState* state,
THCTensor* gradOutputTH,
THCTensor* inputTH,
THCTensor* outputTH,
THCTensor* gradInputTH,
accreal power,
int width,
int stride,
bool batchMode);
THC_API void THNN_(HardTanh_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
accreal min_val,
accreal max_val,
bool inplace);
THC_API void THNN_(HardTanh_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
accreal min_val,
accreal max_val,
bool inplace);
THC_API void THNN_(GatedLinear_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
int dim);
THC_API void THNN_(GatedLinear_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
int dim);
THC_API void THNN_(LeakyReLU_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
accreal negval,
bool inplace);
THC_API void THNN_(LeakyReLU_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
accreal negval,
bool inplace);
THC_API void THNN_(LogSigmoid_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *buffer);
THC_API void THNN_(LogSigmoid_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *buffer);
THC_API void THNN_(LookupTable_accGradParameters)(
THCState *state,
THCIndexTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCIndexTensor *count,
THCIndexTensor *sorted, // [OPTIONAL]
THCIndexTensor *indices, // [OPTIONAL]
bool scaleGradByFreq,
int paddingValue,
accreal scale);
THC_API void THNN_(LookupTable_renorm)(
THCState *state,
THCIndexTensor *idx,
THCTensor *weight,
accreal maxNorm,
accreal normType);
THC_API void THNN_(LookupTableBag_updateOutput)(
THCState *state,
THCIndexTensor *input,
THCIndexTensor *offsets,
THCTensor *weight,
THCTensor *output,
THCIndexTensor *offset2bag,
int mode,
THCIndexTensor *seq_length); // [OPTIONAL]
THC_API void THNN_(LookupTableBag_accGradParameters)(
THCState *state,
THCIndexTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCIndexTensor *offset2bag,
THCIndexTensor *count,
THCIndexTensor *sortedIndices,
THCIndexTensor *origIndices,
bool scaleGradByFreq,
int mode,
THCIndexTensor *seq_length, // [OPTIONAL]
accreal scale_);
THC_API void THNN_(L1Cost_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output);
THC_API void THNN_(L1Cost_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput, // [OPTIONAL]
THCTensor *gradInput);
THC_API void THNN_(MarginCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
bool sizeAverage,
accreal margin);
THC_API void THNN_(MarginCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradInput,
bool sizeAverage,
accreal margin);
THC_API void THNN_(MSECriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
int64_t reduction);
THC_API void THNN_(MSECriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction);
THC_API void THNN_(MultiLabelMarginCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *output,
THCTensor *istarget,
int64_t reduction);
THC_API void THNN_(MultiLabelMarginCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *istarget,
int64_t reduction);
THC_API void THNN_(MultiMarginCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *output,
int64_t reduction,
int p,
THCTensor *weights, // [OPTIONAL]
accreal margin);
THC_API void THNN_(MultiMarginCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction,
int p,
THCTensor *weights, // [OPTIONAL]
accreal margin);
THC_API void THNN_(SmoothL1Criterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
int64_t reduction);
THC_API void THNN_(SmoothL1Criterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction);
THC_API void THNN_(IndexLinear_updateOutput)(
THCState *state,
THCIndexTensor *keys,
int64_t keysOffset,
THCTensor *values,
THCIndexTensor *sizes,
THCIndexTensor *cumSumSizes,
THCTensor *output,
THCTensor *weight,
THCTensor *bias,
THCTensor *normalizedValues,
int train);
THC_API void THNN_(IndexLinear_accGradParameters)(
THCState *state,
THCIndexTensor *keys,
int64_t keysOffset,
THCTensor *values,
THCIndexTensor *sizes,
THCIndexTensor *cumSumSizes,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCTensor *gradBias,
THCTensor *weight,
THCTensor *bias,
THCTensor* valuesBuffer,
accreal weightDecay,
accreal scale);
THC_API void THNN_(IndexLinear_accUpdateGradParameters)(
THCState *state,
THCIndexTensor *keys,
int64_t keysOffset,
THCTensor *values,
THCIndexTensor *sizes,
THCIndexTensor *cumSumSizes,
THCTensor *gradOutput,
THCTensor *weight,
THCTensor *bias,
accreal weightDecay,
accreal scale);
THC_API void THNN_(IndexLinear_updateParameters)(
THCState *state,
THCTensor *gradWeight,
THCTensor *gradBias,
THCTensor *weight,
THCTensor *bias,
THCIndexTensor *runningKeys,
THCIndexTensor *cumSumSizes,
int64_t keysOffset,
accreal weightDecay,
accreal learningRate);
THC_API void THNN_(SpatialClassNLLCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *output,
int64_t reduction,
THCTensor *weights, // [OPTIONAL]
THCTensor *total_weight,
int64_t ignore_index);
THC_API void THNN_(SpatialClassNLLCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCIndexTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction,
THCTensor *weights, // [OPTIONAL]
THCTensor *total_weight,
int64_t ignore_index);
THC_API void THNN_(SpatialConvolutionLocal_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *weight,
THCTensor *bias,
THCTensor *finput,
THCTensor *fgradInput,
int kW, int kH,
int dW, int dH,
int padW, int padH,
int64_t inputWidth, int64_t inputHeight,
int64_t outputWidth, int64_t outputHeight);
THC_API void THNN_(SpatialConvolutionLocal_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *weight,
THCTensor *finput,
THCTensor *fgradInput,
int kW, int kH,
int dW, int dH,
int padW, int padH,
int64_t inputWidth, int64_t inputHeight,
int64_t outputWidth, int64_t outputHeight);
THC_API void THNN_(SpatialConvolutionLocal_accGradParameters)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCTensor *gradBias,
THCTensor *finput,
THCTensor *fgradInput,
int kW, int kH,
int dW, int dH,
int padW, int padH,
int64_t inputWidth, int64_t inputHeight,
int64_t outputWidth, int64_t outputHeight,
accreal scale);
THC_API void THNN_(SpatialConvolutionMM_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *weight,
THCTensor *bias, // [OPTIONAL]
THCTensor *columns,
THCTensor *ones,
int kW, int kH,
int dW, int dH,
int padW, int padH);
THC_API void THNN_(SpatialConvolutionMM_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *weight,
THCTensor *columns,
THCTensor *ones,
int kW, int kH,
int dW, int dH,
int padW, int padH);
THC_API void THNN_(SpatialConvolutionMM_accGradParameters)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCTensor *gradBias, // [OPTIONAL]
THCTensor *columns,
THCTensor *ones,
int kW, int kH,
int dW, int dH,
int padW, int padH,
accreal scale);
THC_API void THNN_(SpatialDepthwiseConvolution_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *weight,
THCTensor *bias, // [OPTIONAL]
int kW, int kH,
int dW, int dH,
int padW, int padH,
int dilationW, int dilationH);
THC_API void THNN_(SpatialDepthwiseConvolution_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *weight,
int kW, int kH,
int dW, int dH,
int padW, int padH,
int dilationW, int dilationH);
THC_API void THNN_(SpatialDepthwiseConvolution_accGradParameters)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
int kW, int kH,
int dW, int dH,
int padW, int padH,
int dilationW, int dilationH);
THC_API void THNN_(SpatialCrossMapLRN_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *scale,
int size,
accreal alpha,
accreal beta,
accreal k);
THC_API void THNN_(SpatialCrossMapLRN_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *scale,
THCTensor *output,
int size,
accreal alpha,
accreal beta,
accreal k);
THC_API void THNN_(SpatialSubSampling_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *weight,
THCTensor *bias,
int kW, int kH,
int dW, int dH);
THC_API void THNN_(SpatialSubSampling_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *weight,
int kW, int kH,
int dW, int dH);
THC_API void THNN_(SpatialSubSampling_accGradParameters)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCTensor *gradBias,
int kW, int kH,
int dW, int dH,
accreal scale);
THC_API void THNN_(RReLU_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *noise,
double lower,
double upper,
bool train,
bool inplace,
void *generator);
THC_API void THNN_(RReLU_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *noise,
double lower,
double upper,
bool train,
bool inplace);
THC_API void THNN_(Sigmoid_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output);
THC_API void THNN_(Sigmoid_updateGradInput)(
THCState *state,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *output);
THC_API void THNN_(SoftMarginCriterion_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *output,
int64_t reduction);
THC_API void THNN_(SoftMarginCriterion_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *target,
THCTensor *gradOutput,
THCTensor *gradInput,
int64_t reduction);
THC_API void THNN_(SoftPlus_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
accreal beta,
accreal threshold);
THC_API void THNN_(SoftPlus_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *output,
accreal beta,
accreal threshold);
THC_API void THNN_(SoftShrink_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
accreal lambda);
THC_API void THNN_(SoftShrink_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
accreal lambda);
THC_API void THNN_(Square_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output);
THC_API void THNN_(Square_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput);
THC_API void THNN_(Sqrt_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
accreal eps);
THC_API void THNN_(Sqrt_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *output);
THC_API void THNN_(Tanh_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output);
THC_API void THNN_(Tanh_updateGradInput)(
THCState *state,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *output);
THC_API void THNN_(TemporalConvolution_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCTensor *weight,
THCTensor *bias,
int kW, int dW,
int inputFrameSize,
int outputFrameSize);
THC_API void THNN_(TemporalConvolution_updateGradInput)(
THCState* state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCTensor *weight,
int kW, int dW);
THC_API void THNN_(TemporalConvolution_accGradParameters)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradWeight,
THCTensor *gradBias,
int kW, int dW,
accreal scale);
THC_API void THNN_(TemporalMaxPooling_updateOutput)(
THCState *state,
THCTensor *input,
THCTensor *output,
THCIndexTensor *indices,
int kW, int dW);
THC_API void THNN_(TemporalMaxPooling_updateGradInput)(
THCState *state,
THCTensor *input,
THCTensor *gradOutput,
THCTensor *gradInput,
THCIndexTensor *indices,
int kW, int dW);
#endif