[Relay][Training] Add and fix gradients #4126
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vinx13
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Oct 16, 2019
anijain2305
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Oct 17, 2019
* add and fix gradients * fix linter issues
wweic
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Oct 18, 2019
* add and fix gradients * fix linter issues
petrex
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Oct 29, 2019
* master: (51 commits) [QNN][TFLite] Parsing QNN Add op. Adding MobilenetV2. (apache#4142) [CI] Pin NNPack pthreadtools version (apache#4152) Fix typo (apache#4144) [Relay][Frontend][TF] Add tensor array ops (apache#3798) [relay][vm] Separate VM runtime with executable (apache#4100) [PATCH] Fix undefined __floatdihf in libtvmruntime.so on aarch64. (apache#4119) [DOCKER] Pin torchvision==0.4.1 (apache#4140) [TOPI][x86] Cascade lake support. (apache#4123) [Relay] Improve build error when no lowered funcs are produced (apache#4132) [RUNTIME] Refactor object python FFI to new protocol. (apache#4128) Update PULL_REQUEST_TEMPLATE.md Adding support for dequantizing from int32 to float32. (apache#4130) [Relay][Training] Add and fix gradients (apache#4126) [QNN] Change default rouning to UPWARD. (apache#4131) Fix infer type of kernel in dense. (apache#4125) [Relay][AlterOpLayout] NHWC to NCHWc pad operator. (apache#4103) [ARITH] Fix lowering of floormod(x, y) != 0 (apache#4127) [RFC][RUNTIME] Introduce new object protocol. (apache#4115) [Relay][Topi] Disable conv NHWC pack int8. (apache#4038) Update task_cpp_unittest.sh ...
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Added the following gradient:
nn.global_avg_pool2dFixed the following gradients:
maxsumNew regression tests were added as well.
Many thanks to @Checkmate50 @dfujiki @xiaoweiw for contributing to this PR at the ADA TVM hackathon!