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[MXNET-432] Add Foreach #11531

Merged
merged 135 commits into from
Jul 2, 2018
Merged

[MXNET-432] Add Foreach #11531

merged 135 commits into from
Jul 2, 2018

Commits on Jul 2, 2018

  1. Test input a graph.

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  2. Update foreach to execute the subgraph.

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  3. print inputs/outputs in foreach.

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  4. Remove print.

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  5. add test code for foreach.

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  6. exec foreach outside the engine.

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  7. Implements forward of foreach.

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  8. Add support for variable numbers of inputs and outputs.

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  9. Add a python wrapper for foreach.

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  10. Fix the order of inputs.

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  11. hide C version of foreach.

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  12. fix a bug temporarily.

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  13. add test with lstm.

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  14. Test free variables.

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  15. change for the new interface of InputGraph attribute.

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  16. Add attribute to the subgraph.

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  17. Handle free variables.

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  18. Get all input symbols of a subgraph.

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  19. Fix shape, dtype and storage inference.

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  20. reorganize the output of foreach.

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  21. Add a gluon RNN unroll with symbol foreach.

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  22. print unnecessary print.

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  23. have imperative and symbolic foreach.

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  24. Fix an error after moving foreach.

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  25. Fix imperative foreach

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  26. Fix a minor problem.

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  27. Use CachedOp to execute subgraph.

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  28. update TODO.

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  29. make foreach op use FStatefulComputeEx. 

    TODO we need to change stateful executor to handle subgraph.
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  30. Add backward.

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  31. Fix bugs.

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  32. enable backward test in lstm.

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  33. Fix a bug in foreach backward for free variables.

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  34. change for the new CachedOp.

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  35. Detect the backward computation.

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  36. Fix bugs in foreach.

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  37. fix tests.

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  38. update tests.

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  39. check state shape.

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  40. enable nested foreach.

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  41. remove print.

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  42. fix a bug in test.

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  43. handle infer storage type for backward.

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  44. address comments.

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  45. address comments.

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  46. move some common functions out.

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  47. address comments.

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  48. fix lint.

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  49. Fix lint.

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  50. add doc.

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  51. undo modification in imperative.h

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  52. add doc and remove example code.

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  53. fix lint.

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  54. fix lint.

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  55. Fix lint.

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  56. make nd.foreach and sym.foreach consistent.

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  57. fix compile error.

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  58. address comments.

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  59. update.

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  60. check for loop only works for dense arrays.

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  61. move control flow op out of nn/

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  62. fix include.

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  63. add a test in gluon.

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  64. small fix.

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  65. remove subgraph_name

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  66. create loop state for reuse in the future.

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  67. work for GPU.

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  68. Fix tests.

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  69. Fix bugs caused by ctypes (#29)

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    Junru Shao authored and zheng-da committed Jul 2, 2018
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  70. Add save/load json in testcases for foreach (#30)

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  71. support subgraph in stateful executor.

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  72. Fix compilation.

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  73. move code.

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  74. Revert "remove subgraph_name" 

    This reverts commit 977f562.
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  75. cut graph.

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  76. rename new var nodes.

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  77. fix a bug when a subgraph has variable nodes.

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  78. Fix a bug of getting symbols.

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  79. copy var nodes.

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  80. Fix getting op states.

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  81. fix lint error.

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  82. address comments.

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  83. fix lint error.

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  84. simplify the execution of subgraph in the main thread.

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  85. fix lint error.

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  86. avoid waiting for computation in each iteration.

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  87. reuse cached op for inference.

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  88. share memory across mini-batches.

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  89. reuse memory. 

    reuse memory between iterations in inference.
reuse memory between mini-batches in training.
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  90. add tests for multiple batches.

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  91. remove entry.

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  92. add benchmark for foreach.

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  93. benchmark large batch size.

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  94. Fix the benchmark for GPU.

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  95. address comments.

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  96. update shape/dtype/storage inference.

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  97. update contrib API docs.

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  98. support nested foreach.

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  99. use a single CachedOp for all iterations.

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  100. use large dim.

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  101. update benchmark.

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  102. update benchmark.

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  103. update benchmark.

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  104. update benchmark.

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  105. return symbol arrays correctly in MXSymbolCutSubgraph.

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  106. return symbol arrays in MXSymbolGetInputSymbols.

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  107. fix lint error.

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  108. use cachedop to infer storage in backward.

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  109. fix scala API.

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  110. update comments.

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  111. fix scala.

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  112. fix test.

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  113. fix attribute name.

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  114. move benchmark.

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  115. fix the mapping of operator inputs/outputs and subgraph inputs/outputs.

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  116. add tests for dtype/shape inference.

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  117. reorganize tests.

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  118. fix a bug of cutting NodeEntry. 

    When two node entries refer to the same output of a node, we should
create only one var node for these two node entries.
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  119. fix lint error.

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  120. handle the case that outputs are inputs.

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  121. handle the case that inputs aren't used.

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  122. handle the case without output data.

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  123. fix a bug in foreach backward.

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    zheng-da committed Jul 2, 2018
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  124. fix a bug when there isn't output data.

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    zheng-da committed Jul 2, 2018
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  125. Fix lint error.

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    zheng-da committed Jul 2, 2018
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  126. test diff Gluon RNN cells.

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    zheng-da committed Jul 2, 2018
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  127. test all symbol RNN cells.

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  128. adjust the test precision.

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    zheng-da committed Jul 2, 2018
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  129. Fix a bug in getting a list of variable names. 

    We can't get a list of variable names from a hashtable. The order can't
be guaranteed. Python2 and Python3 output different orders.
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    zheng-da committed Jul 2, 2018
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  130. fix lint error.

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    zheng-da committed Jul 2, 2018
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  131. Test 1D array.

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    zheng-da committed Jul 2, 2018
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  132. fix a bug when subgraph inputs and outputs share NDArray.

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    zheng-da committed Jul 2, 2018
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  133. fix.

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    zheng-da committed Jul 2, 2018
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  134. fix

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    zheng-da committed Jul 2, 2018
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  135. add comments.

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    zheng-da committed Jul 2, 2018
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