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encoding_kernel.h 1.51 KB
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/*+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 * Created by: Hang Zhang
 * ECE Department, Rutgers University
 * Email: zhang.hang@rutgers.edu
 * Copyright (c) 2017
 *
 * This source code is licensed under the MIT-style license found in the
 * LICENSE file in the root directory of this source tree 
 *+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 */
#ifndef THC_GENERIC_FILE
#define THC_GENERIC_FILE "generic/encoding_kernel.h"
#else

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void Encoding_(Aggregate_Forward)(THCState *state, THCTensor *E_, 
							THCTensor *A_, THCTensor *R_);
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void Encoding_(Aggregate_Backward)(THCState *state, THCTensor *GA_, 
 	THCTensor *GR_, THCTensor *L_, THCTensor *A_, THCTensor *R_);
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void Encoding_(BatchNorm_Forward)(THCState *state, 
        THCTensor *output_, THCTensor *input_, 
        THCTensor *mean_, THCTensor *invstd_,
        THCTensor *gamma_, THCTensor *beta_);

void Encoding_(BatchNorm_Backward)(THCState *state, 
        THCTensor *gradoutput_, THCTensor *input_, THCTensor *gradinput_, 
        THCTensor *gradgamma_, THCTensor *gradbeta_, THCTensor *mean_, 
        THCTensor *invstd_, THCTensor *gamma_, THCTensor *beta_, 
        THCTensor *gradMean_, THCTensor *gradStd_, int train);

void Encoding_(Sum_Square_Forward)(THCState *state, 
        THCTensor *input_, THCTensor *sum_, THCTensor *square_);

void Encoding_(Sum_Square_Backward)(THCState *state, 
        THCTensor *gradInput, THCTensor *input_, 
        THCTensor *gradSum_, THCTensor *gradSquare_);

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#endif