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LRN: caching OP and pass workspace from FW to BW #15

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LRN: caching OP and pass workspace from FW to BW #15

wants to merge 276 commits into from
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Commits on Dec 17, 2017

  1. Make batchnorm stateless.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  2. Make SoftmaxActivation stateless.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  3. Fix a code style problem.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  4. pass amalgamation test for batch norm.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  5. pass amalgamation test for dropout.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  6. Get convolution ops from a function.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  7. Fix compilation errors for GPU.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  8. Fix thread local in diff platforms.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  9. Avoid using thread_local for non-CuDNN conv/deconv.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  10. Remove TODO in deconv.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  11. Fix a compilation error in dropout.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  12. Fix a bug in batch norm.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  13. Fix a bug in fully connected.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  14. Don't set #inputs for backward convolution.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  15. Remove MKL code.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  16. Update MXNet for MKLDNN.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  17. Enable MKLDNN Relu.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  18. Fix a compilation error.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  19. Change Makefile for MKLDNN.

    @zheng-da
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  20. Remove infer storage in convolution.

    @zheng-da
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  21. Update MXNet for MKLDNN.

    @zheng-da
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  22. Support MKLDNN storage type in python.

    @zheng-da
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  23. Update activation.

    @zheng-da
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  24. Add MKLDNN base classes.

    @zheng-da
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  25. Implement MKLDNN fully connected.

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  26. Add MKLDNN convolution.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  27. Update MKLDNN interface in NDArray.

    @zheng-da
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  28. MKLDNN convolution handle CreateMKLDNNData failure.

    @zheng-da
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  29. Add another GetMKLDNNData in NDArray.

    @zheng-da
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  30. Have mkldnn to define the data format.

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  31. Create output MKLDNN memory explicitly for FC.

    @zheng-da
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  32. Fix a bug in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  33. Fix a bug in GetWeightDesc.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  34. Convert data layout if necessary in FC.

    @zheng-da
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  35. remove unnecessary print in MKLDNN convolution.

    @zheng-da
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  36. Add MKLDNN deconvolution.

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  37. Add MKLDNNStream to manage primitives and memories.

    @zheng-da
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  38. Use MKLDNNStream to register memory in NDArray.

    @zheng-da
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  39. Use MKLDNNStream to manage resources in operators.

    @zheng-da
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  40. Handle kAddTo in MKLDNN operators.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  41. Fix a bug in deconvolution.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  42. Fix bugs in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  43. Revert "Fix bugs in NDArray." 

    This reverts commit f5624a4.
    @zheng-da
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  44. Fix a bug in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  45. Fix a bug in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  46. Reorder MKLDNN memory to default format in SetTBlob.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  47. Disable MKLDNN correctly.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  48. Fix a bug in activation.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  49. Reshape of NDArray supports MKLDNN.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  50. Fix a memory ref bug in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  51. Reshape NDArray in MKLDNN FullyConnected.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  52. Fix data format conversion.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  53. Remove MKL code in dropout.

    @zheng-da
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  54. Create MKLDNN NDArray in python.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  55. Support Slice for MKLDNN NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  56. Reduce the overhead of summing the result to the output array.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  57. Avoid unnecessary memory copy in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  58. Fix a bug in data reordering.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  59. Fix a bug in NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  60. Don't hard code MKLDNN type.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  61. Support dilation in MKLDNN convolution.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  62. Fix a bug in sum results.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  63. Rewrite GetMKLDNNData.

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  64. Add prepare_mkldnn.sh

    @zheng-da
    zheng-da committed Dec 17, 2017
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  65. Enable MKLDNN activation.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  66. Fix a bug on FullyConnected.

    @zheng-da
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  67. Handle 3 dims for MKLDNN NDArray.

    @zheng-da
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  68. Fix a bug in MKLDNN FC.

    @zheng-da
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  69. Support MKLDNN storage in KV store.

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  70. Fix a bug in executor for non-default NDArray.

    @zheng-da
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  71. Fix a link error in cast_storage.cc.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  72. Remove unnecessary function def

    @zheng-da
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  73. Fall back to def storage if the type isn't supported by MKLDNN.

    @zheng-da
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  74. Use NDArray for MKLDNN in python.

    @zheng-da
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  75. Reshape output of MKLDNN convolution.

    @zheng-da
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  76. Fix a bug in NDArray.

    @zheng-da
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  77. Support more operations in MKLDNN NDArray.

    @zheng-da
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  78. Fix a bug in deconvolution.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  79. Fix bugs in MKLDNN deconvolution. 

    We still need to compute bias correctly.
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  80. Have elemwise binary ops to fall to default for MKLDNN.

    @zheng-da
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  81. Limit the cases that MKLDNN operations are called.

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  82. Force the layout of mkldnn::memory from NDArray.

    @zheng-da
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  83. Add MKLDNN softmax.

    @zheng-da
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  84. Fix output storage type of MKLDNN softmax.

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  85. Add MKLDNN sum.

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  86. Fix a bug in elemwise sum.

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  87. Fix a bug in MKLDNN softmax.

    @zheng-da
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  88. Fix a bug in imperative. 

    Clean up dispatch modes.
    @zheng-da
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  89. Remove redundant code.

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  90. MKLDNN Pooling Op integration

    @ashokei @zheng-da
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  91. MKLDNN Pooling Op integration add missing file

    @ashokei @zheng-da
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  92. fix mkldnn pooling op workspace issue

    @ashokei @zheng-da
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  93. handle workspace in MKLDNN pooling correctly.

    @zheng-da
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  94. Use a non-MKLDNN op for testing.

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  95. Allow to share arguments and their gradients between executors.

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  96. Avoid using MKLDNN pooling when it's not supported.

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  97. Support MKLDNN properly.

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  98. Choose MKLDNN softmax more carefully.

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  99. Fix a bug in MKLDNN pooling.

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  100. Fall back if MKLDNN pooling isn't supported.

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  101. Fix a bug in Slice of NDArray.

    @zheng-da
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  102. Use int32 for workspace memory.

    @zheng-da
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  103. Exclude MKLDNN act with tanh.

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  104. Have two Reshape functions in NDArray.

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  105. Move concat to nn/

    @zheng-da
    zheng-da committed Dec 17, 2017
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  106. Use NNVM interface for concat.

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  107. Move lrn to nn/.

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  108. Use NNVM interface for LRN.

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  109. Copy data for NDArray with diff shapes.

    @zheng-da
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  110. Add MKLDNN copy.

    @zheng-da
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  111. Add MKLDNN version of elemwise_add.

    @zheng-da
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  112. Add MKLDNN version of Flatten.

    @zheng-da
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  113. add mkldnn surport for concat

    @wentingj @zheng-da
    wentingj authored and zheng-da committed Dec 17, 2017
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  114. simplify MKLDNN Flatten.

    @zheng-da
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  115. Enalbe MKLDNN deconvolution with bias.

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  116. Fix a bug in CuDNN deconvolution.

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  117. avoid using MKLDNNStorage when it's not defined.

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  118. Remove ./cudnn_lrn-inl.h

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  119. Fix for make lint.

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    zheng-da committed Dec 17, 2017
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  120. add mkldnn surport for concat

    @wentingj @zheng-da
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  121. fix the coding style for pr of mkldnn concat

    @wentingj @zheng-da
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  122. Only add input data for MKLDNN concat backward

    @zheng-da
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  123. Remove unnecessary TODO.

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    zheng-da committed Dec 17, 2017
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  124. remove unnecessary __repr__ in MKLNDArray.

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  125. better condition check for readability.

    @zheng-da
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  126. Use macro when including mkldnn.hpp.

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  127. Revert "Use CoreOpRunner for refactored Ops." 

    This reverts commit a28586f.
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  128. Fix a bug in test core.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  129. Limit MKLDNN ops being used.

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  130. Fix complains from "make pylint"

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  131. Move ContainStorage to common/utils.h

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    zheng-da committed Dec 17, 2017
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  132. Limit MKLDNN concat being used.

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  133. Add license.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  134. Fix amalgamation

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    zheng-da committed Dec 17, 2017
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  135. Fix compilation error in mkldnn_ops-inl.h

    @zheng-da
    zheng-da committed Dec 17, 2017
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  136. Fix a bug in deconvolution.

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  137. Fix a bug in pooling.

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  138. MKLDNN ops allocates temp mem.

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  139. Fix a bug in pooling.

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    zheng-da committed Dec 17, 2017
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  140. Allocate align memory from temp space.

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  141. Have parameter gradients stored in the default storage.

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  142. Handle all cases in CopyFrom.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  143. Ensure NDArray returns memory with right memory descriptors.

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  144. use auto to define memory in the operator.

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  145. Use raw pointer for mkldnn memory.

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  146. Move more code to mkldnn_base.cc

    @zheng-da
    zheng-da committed Dec 17, 2017
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  147. Fix a compilation error.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  148. Address review comments.

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    zheng-da committed Dec 17, 2017
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  149. fix a bug in activation backward.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  150. Miss a macro in mkldnn_base.cc

    @zheng-da
    zheng-da committed Dec 17, 2017
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  151. Fix a bug in data iterator in examples.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  152. Avoid memory allocation in ReshapeMKLDNN.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  153. Avoid memory allocation in storage cast.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  154. Fix a bug in cast storage.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  155. Handle sliced MKLDNN NDArray.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  156. Use memcpy if NDArray uses default format.

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  157. Revert "Limit MKLDNN ops being used." 

    This reverts commit 75e2ae5.
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    zheng-da committed Dec 17, 2017
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  158. Enable mkldnn act backward has the same input layout.

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    zheng-da committed Dec 17, 2017
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  159. Fix a bug in mkldnn activation.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  160. Use MKLDNN sum in more cases.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  161. Improve perf of reorder.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  162. Avoid memory reorder in conv and deconv.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  163. Avoid unnecessary storage cast in fallback path.

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    zheng-da committed Dec 17, 2017
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  164. Revert "Use MKLDNN sum in more cases." 

    This reverts commit 7a21ebc.
    @zheng-da
    zheng-da committed Dec 17, 2017
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  165. Handle sliced ndarray in more cases.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  166. Fix a complain from make lint.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  167. Update Jenkins to test MKLDNN.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  168. Add Dockerfile for CI.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  169. debug compiling mkldnn.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  170. Use MKLDNN sum in more cases.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  171. Add mkldnn as a submodule.

    @zheng-da
    zheng-da committed Dec 17, 2017
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  172. Compile with mkldnn in 3rdparty.

    @zheng-da
    zheng-da committed Dec 17, 2017
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Commits on Dec 18, 2017

  1. Fix some coding styles.

    @zheng-da
    zheng-da committed Dec 18, 2017
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  2. download curl in ci build.

    @zheng-da
    zheng-da committed Dec 18, 2017
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  3. write the path to mkldnn lib in libmxnet.so.

    @zheng-da
    zheng-da committed Dec 18, 2017
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  4. use rpath with $ORIGIN.

    @zheng-da
    zheng-da committed Dec 18, 2017
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  5. Pack all lib files in Jenkins.

    @zheng-da
    zheng-da committed Dec 18, 2017
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  6. pack and unpack mxnet with MKLDNN.

    @zheng-da
    zheng-da committed Dec 18, 2017
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Commits on Dec 19, 2017

  1. Update Jenkinsfile

    @zheng-da
    zheng-da committed Dec 19, 2017
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  2. Update Jenkinsfile

    @zheng-da
    zheng-da committed Dec 19, 2017
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  3. Add mkldnn batch normalization

    @TaoLv @zheng-da
    TaoLv authored and zheng-da committed Dec 19, 2017
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  4. Fix bugs in BN.

    @zheng-da
    zheng-da committed Dec 19, 2017
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  5. Avoid memory allocation in MKLDNNCopy.

    @zheng-da
    zheng-da committed Dec 19, 2017
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  6. only use MKLDNN BatchNorm for special cases. 

    MKLDNN BatchNorm doesn't work well on the default layout.
    @zheng-da
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  7. Add MKL-DNN based LRN

    @pengzhao-intel @zheng-da
    pengzhao-intel authored and zheng-da committed Dec 19, 2017
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  8. Code Style Changes

    @pengzhao-intel @zheng-da
    pengzhao-intel authored and zheng-da committed Dec 19, 2017
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  9. Fix a bug in BN.

    @zheng-da
    zheng-da committed Dec 19, 2017
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  10. Fix a bug in LRN.

    @zheng-da
    zheng-da committed Dec 19, 2017
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  11. Handle non-default storage in memory plan.

    @zheng-da
    zheng-da committed Dec 19, 2017
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  12. Merge branch 'refactor' of https://github.com/zheng-da/incubator-mxnet … 

    …into refactor
    @zheng-da
    zheng-da committed Dec 19, 2017
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  13. Fix coding style.

    @zheng-da
    zheng-da committed Dec 19, 2017
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  14. Fix a compilation error without mkldnn.

    @zheng-da
    zheng-da committed Dec 19, 2017
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Commits on Dec 20, 2017

  1. Fix some coding styles for batch norm

    @TaoLv
    TaoLv committed Dec 20, 2017
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  2. Merge pull request #4 from TaoLv/bn-fix 

    Fix some coding styles in batch norm
    @zheng-da
    zheng-da committed Dec 20, 2017
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Commits on Dec 21, 2017

  1. a hack to speed up MKLDNN inference.

    @zheng-da
    zheng-da committed Dec 21, 2017
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  2. Merge branch 'refactor' of https://github.com/zheng-da/incubator-mxnet … 

    …into refactor
    @zheng-da
    zheng-da committed Dec 21, 2017
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  3. Improve forward of convolution.

    @zheng-da
    zheng-da committed Dec 21, 2017
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  4. Add openmp and simd support to BN operator

    @TaoLv @zheng-da
    TaoLv authored and zheng-da committed Dec 21, 2017
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  5. Retrieve MKLDNN Conv primitive based on signature.

    @zheng-da
    zheng-da committed Dec 21, 2017
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  6. Retrieve Act primitive based on its signature.

    @zheng-da
    zheng-da committed Dec 21, 2017
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Commits on Dec 22, 2017

  1. Fix a bug in pooling.

    @zheng-da
    zheng-da committed Dec 22, 2017
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  2. Diable some MKLDNN activation and pooling.

    @zheng-da
    zheng-da committed Dec 22, 2017
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  3. Cast MKLDNN storage with diff data type.

    @zheng-da
    zheng-da committed Dec 22, 2017
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Commits on Dec 23, 2017

  1. Check if it's a view of NDArray.

    @zheng-da
    zheng-da committed Dec 23, 2017
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  2. Reshaped and sliced arrays share the same chunks.

    @zheng-da
    zheng-da committed Dec 23, 2017
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  3. Implement caching MKLDNN Act correctly.

    @zheng-da
    zheng-da committed Dec 23, 2017
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Commits on Dec 24, 2017

  1. Fix a bug in check_consistency.

    @zheng-da
    zheng-da committed Dec 24, 2017
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  2. Fix a potential bug when destroying NDArray.

    @zheng-da
    zheng-da committed Dec 24, 2017
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  3. Fix bugs when allocating mem in NDArray.

    @zheng-da
    zheng-da committed Dec 24, 2017
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  4. Fix coding style.

    @zheng-da
    zheng-da committed Dec 24, 2017
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  5. Add micro when using mkldnn in ndarray.

    @zheng-da
    zheng-da committed Dec 24, 2017
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  6. Fix a compilation error.

    @zheng-da
    zheng-da committed Dec 24, 2017
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Commits on Dec 30, 2017

  1. Add primitive and memory cache for BatchNorm

    @TaoLv
    TaoLv committed Dec 30, 2017
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  2. Remove saving reordered mkldnn mem.

    @zheng-da
    zheng-da committed Dec 30, 2017
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Commits on Dec 31, 2017

  1. Fix a bug in concat.

    @zheng-da
    zheng-da committed Dec 31, 2017
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  2. Remove MKLDNNStorage.

    @zheng-da
    zheng-da committed Dec 31, 2017
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  3. Force weight grad to use default layout.

    @zheng-da
    zheng-da committed Dec 31, 2017
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  4. Reorder weight arrays in (de)conv for faster inference.

    @zheng-da
    zheng-da committed Dec 31, 2017
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Commits on Jan 1, 2018

  1. handle diff layouts in CopyFromToDnsImpl.

    @zheng-da
    zheng-da committed Jan 1, 2018
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  2. use NDArray::data() instead of fallback for arrays with MKLDNN layout.

    @zheng-da
    zheng-da committed Jan 1, 2018
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  3. Fix a bug in NDArray.

    @zheng-da
    zheng-da committed Jan 1, 2018
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  4. Fix a bug in Flatten.

    @zheng-da
    zheng-da committed Jan 1, 2018
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  5. Fallback correctly.

    @zheng-da
    zheng-da committed Jan 1, 2018
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  6. handle ndarray with def layout in mkldnn BN correctly.

    @zheng-da
    zheng-da committed Jan 1, 2018
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  7. Align to page when mkldnn is enabled.

    @zheng-da
    zheng-da committed Jan 1, 2018
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Commits on Jan 2, 2018

  1. Use default mem alloc for mkldnn.

    @zheng-da
    zheng-da committed Jan 2, 2018
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  2. Reuse NDArrays.

    @zheng-da
    zheng-da committed Jan 2, 2018
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  3. Support WriteInplace for sum.

    @zheng-da
    zheng-da committed Jan 2, 2018
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  4. Merge branch 'master' of https://github.com/apache/incubator-mxnet in… 

    …to refactor
    @zheng-da
    zheng-da committed Jan 2, 2018
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  5. Merge branch 'refactor' of https://github.com/zheng-da/incubator-mxnet … 

    …into refactor
    @zheng-da
    zheng-da committed Jan 2, 2018
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  6. fix complains from "make lint".

    @zheng-da
    zheng-da committed Jan 2, 2018
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  7. Avoid reallocation in NDArray.

    @zheng-da
    zheng-da committed Jan 2, 2018
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  8. Merge branch 'refactor' of https://github.com/zheng-da/incubator-mxnet … 

    …into refactor
    @zheng-da
    zheng-da committed Jan 2, 2018
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  9. Handle weight arrays with special MKLDNN layouts.

    @zheng-da
    zheng-da committed Jan 2, 2018
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  10. Remove unnecessary GetWeights.

    @zheng-da
    zheng-da committed Jan 2, 2018
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  11. Fix compilation error without MKLDNN.

    @zheng-da
    zheng-da committed Jan 2, 2018
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Commits on Jan 3, 2018

  1. Fix a bug in (de)conv for weight arrays.

    @zheng-da
    zheng-da committed Jan 3, 2018
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  2. Fix a minor bug in MKLDNN conv.

    @zheng-da
    zheng-da committed Jan 3, 2018
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Commits on Jan 4, 2018

  1. Avoid caching TBlob from NDArray. 

    This commit may add some overhead of managing NDArray for each fallback.
    @zheng-da
    zheng-da committed Jan 4, 2018
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Commits on Jan 6, 2018

  1. Fix a bug in MKLDNNOpSignature.

    @zheng-da
    zheng-da committed Jan 6, 2018
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Commits on Jan 8, 2018

  1. Merge remote-tracking branch 'da/refactor' into bn-primitive 

    Conflicts:
	src/operator/nn/mkldnn/mkldnn_batch_norm-inl.h
    @TaoLv
    TaoLv committed Jan 8, 2018
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  2. 1. Fix coding style in BatchNorm; 

    2. Add memory into signature;
3. Try to split BatchNorm into .h file and .cc file. Will finish it after backward code is refactored.
    @TaoLv
    TaoLv committed Jan 8, 2018
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  3. Merge pull request #5 from TaoLv/bn-primitive 

    Caching primitive for BatchNorm forward computation
    @zheng-da
    zheng-da committed Jan 8, 2018
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Commits on Jan 10, 2018

  1. Update mkldnn_base-inl.h

    @zheng-da
    zheng-da committed Jan 10, 2018
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  2. OP primitive cache: use memory as signature for MKLDNN storage type

    Jin Huang committed Jan 10, 2018
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  3. Add primitive caching for Pooling forward computation

    @TaoLv
    TaoLv committed Jan 10, 2018
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  4. Merge pull request #13 from TaoLv/pooling-primitive 

    Add primitive caching for Pooling forward computation
    @zheng-da
    zheng-da committed Jan 10, 2018
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  5. Merge pull request #11 from jinhuang415/refactor_pr1 

    OP primitive cache: use memory as signature for MKLDNN storage type
    @zheng-da
    zheng-da committed Jan 10, 2018
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Commits on Jan 11, 2018

  1. LRN Op caching and workspace pass from FW to BW

    @pengzhao-intel
    pengzhao-intel committed Jan 11, 2018
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  2. Remove unnecessary code

    @pengzhao-intel
    pengzhao-intel committed Jan 11, 2018
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