Add benchmark and reduce GPU memory for cudnn_conv and speed up cudnn_conv. #217
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1. unit test in test_LayerGrad. 2. compare the ConvPorjection and CudnnConvLayer, also compare the concat_layer+img_conv_layer and concat_layer_conv_projection.
1. Use TmpMatrix as the workspace in cudnn_conv to reduce gpu memory. It reduce lots of memory. 2. Add benchmark document. 3. fix smallnet_mnist_cifar.py in paddle.
qingqing01
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can split this pull to some small pulls ? as there are 60 files changed, and is hard to review. |
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Update Tables.md
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* add save_step for training
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This code are splited into pull #218 and pull #219 . SO, please to review them.