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hedaoyuan opened this issue Dec 21, 2016 · 7 comments
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Refactoring the Computation API in Paddle Based on Function #977

hedaoyuan opened this issue Dec 21, 2016 · 7 comments
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@hedaoyuan
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hedaoyuan commented Dec 21, 2016 •
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基于Function #892 重构Paddle中的 Computation API。

重构Computation API的几个目的：

  1. 用统一的抽象来表示Computation，所以在重构Matrix API的时候需要同时完善FunctionBase;
  2. 补充Computation的说明，原先实现在Matrix.cpp里面的很多API没有完善的注释解释API的功能和使用方法，重构的时候需要把Function的实现和用法描述清楚。
  3. 更进一步可以对Computation API进行性能测试，优化实现的逻辑。
@hedaoyuan
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hedaoyuan commented Dec 21, 2016 •
edited by tianbingsz
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Matrix API -> Function

  • crossMapNormalFwd / crossMapNormalBwd -> CrossMapNormalFunc / CrossMapNormalGradFunc
  • sequenceAvgForward
  • maxoutForward / maxoutBackward
  • oneHotCrossEntropy / oneHotCrossEntropyBp
  • oneHotCrossEntropyWithSelfNorm / oneHotCrossEntropyWithSelfNormBp
  • sequenceSoftmax
  • softmax / softmaxDerivative / softmaxBackward
  • sumOfSquares / sumOfSquaresBp
  • tanh / tanhDerivative
  • softrelu / softreluDerivative
  • cosSim / cosSimDerivative
  • convExpand / convShrink
  • maxPoolForward / maxPoolBackward
  • avgPoolForward / avgPoolBackward
  • maxSequenceForward / maxSequenceBackward
  • contextProjectionForward / contextProjectionBackwardData / contextProjectionBackwardWeight / contextProjectionBackward
  • paramReluForward / paramReluBackwardW / paramReluBackwardDiff
  • bilinearForward / bilinearBackward
  • multiBinaryLabelCrossEntropy / multiBinaryLabelCrossEntropyBp
  • circularConv / circularConvDerivative
  • addColumnVector
  • randomizeUniform
  • scaledTanh
  • classificationError
  • colMax
  • rowMax
  • rowSum
  • colMerge
  • addToRows
  • selectRows
  • mul / leftMul / rightMul
  • collectSharedBias
  • collectBias
  • addBias
  • addSharedBias
  • inverse / getInverse
  • transpose
  • copyByRowIndex
  • getAbsSum
  • accumulateColSum
  • getSum
  • resetOne
  • zeroMem
  • setDiag
  • rowNormalizeL1
  • classificationErrorMulti
  • copyFrom

@hedaoyuan hedaoyuan changed the title 基于Function重构Matrix API Refactoring the Computation API in Paddle Based on Function Dec 21, 2016
@hedaoyuan
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TrainingAlgorithmOp

  • sparseMomentumApply
  • adadeltaApply
  • adagradApply
  • rmspropApply
  • decayedAdagradApply
  • adamApply
  • adamaxApply

@hedaoyuan
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RNN Computation API

  • LstmCompute::forwardBatch
  • LstmCompute::backwardBatch
  • LstmCompute::forwardOneSequence
  • LstmCompute::backwardOneSequence
  • GruCompute::forward
  • GruCompute::backward

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CNN Computation API

@hedaoyuan hedaoyuan self-assigned this Dec 21, 2016
@hedaoyuan hedaoyuan mentioned this issue Dec 21, 2016
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@hedaoyuan hedaoyuan mentioned this issue Dec 23, 2016
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This was referenced Dec 30, 2016
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Sparse Matrix Computation API

This was referenced Jan 24, 2017
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@hedaoyuan hedaoyuan mentioned this issue Jun 20, 2017
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@jacquesqiao
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refs: #892

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Closed due to reconstruction.

wangxicoding pushed a commit to wangxicoding/Paddle that referenced this issue Dec 9, 2021
@wawltor
fix the text classification document (PaddlePaddle#977)
d51d5d4
zhangyuqin1998 pushed a commit to zhangyuqin1998/Paddle that referenced this issue Feb 20, 2025
@grimoire
add library_dirs (PaddlePaddle#977)
f6d42f2
tianyuzhou668 pushed a commit to tianyuzhou668/Paddle that referenced this issue May 12, 2025
@rengar-2012
activation switch to aclnn (PaddlePaddle#977)
eb5942a
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