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Implement a basic Graph Optimizer pipe#33

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nadavrot merged 16 commits intopytorch:masterfrom

nadavrot:graph_optimizer

Oct 14, 2017

Commits on Oct 13, 2017

IR: Implement the compile() method.
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Bug Fix: Fix the implementation of the RegressionNode visitor. Remember to visit the 'expected' operand.
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GraphIR: Switch the node container from std::vector to std::list to allow efficient O(1) removal in the middle of the sequence.
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Caffe2Loader: Add a new API hasNodeByName to check if the node is available.
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GraphOptimizer: Implement a basic dead code elimination optimization (DCE).
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Cleanup: Remember to clear the list of tensors when clearing the interpreter.
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Caffe2Loader: Move the compilation phase into the c2loader. The variable initialization must happen after the compilation process finishes and the buffers are set up. The compilation process itself…
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GraphIR: Teach the transpose node to print the shuffle mask.
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Commits on Oct 14, 2017