Add kernels ResNetCell and TransformerCell#276

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andidr wants to merge 19 commits into

andi/benchmarks

Commits on Aug 2, 2019

Add partial support for duplication of virtual tensors
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Add kernel composition functions applying an optional activation function
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Add kernel representing a single ResNet cell
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Add displaying and parsing functions for ActivationFunction its Option
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NOT A COMMIT YET: Add ResNetCell kernel to cuda_search of telamon-cli
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Add function applying the softmax function to n-dimensional arrays in place
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Add kernel composition function calculating sum of all elements of a tensor
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Add kernel composition function for element-wise division of a tensor
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Add kernel representing a single Transformer cell
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NOT A COMMIT YET: Add TransformerCell kernel to cuda_search of telamon-cli
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Allow 0-dimensional arrays when reading data from device to host
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Add kernel with first part of operations of TransformerCell split at softmax
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NOT A COMMIT YET: Add TransformerCellTopHalf kernel to cuda_search of telamon-cli
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Add kernel with second part of operations of TransformerCell split at softmax
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NOT A COMMIT YET: Add TransformerCellBottomHalf kernel to cuda_search of telamon-cli
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Add kernel with operations of ResNetCell before split at second multiplication
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NOT A COMMIT YET: Add ResNetCellTopHalf kernel to cuda_search of telamon-cli
andidr
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Add kernel with operations of ResNetCell after split at second multiplication
andidr
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NOT A COMMIT YET: Add ResNetCellBottomHalf kernel to cuda_search of telamon-cli
andidr
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