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wangwei pushed a change to branch master
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    from 7530b44  Merge pull request #533 from dcslin/add-fix-tensor-assert
     new 03687eb  Add Sync() function in CudaGpu Device to assist time profiling
     new f6d5f2d  SINGA-490 Optimize performance of stochastic gradient descent 
(SGD)
     new a8db8fa  SINGA-490 Replace with in-place elementwise mult
     new ae25e1c  Add the Sync() in the SGD loop
     new 0080369  Merge pull request #535 from chrishkchris/SINGA-490

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Summary of changes:
 examples/autograd/resnet.py        | 14 +++++++++-----
 examples/autograd/resnet_dist.py   | 23 ++++++++++++++---------
 include/singa/core/device.h        |  3 ++-
 python/singa/autograd.py           | 38 +++++++++++++++++++++-----------------
 python/singa/opt.py                | 10 +++++-----
 src/api/core_device.i              |  1 +
 src/core/device/cuda_gpu.cc        |  4 ++++
 src/core/tensor/tensor_math_cuda.h |  8 ++------
 8 files changed, 58 insertions(+), 43 deletions(-)

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