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4a751dfc2034d02a8ca1b9baef2af062afe3b6a7
pytorch/caffe2/python
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Yuchen Hao 4a751dfc20 optimize MulGradient for common shapes (#19705) 
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/19705

Optimizing for a case when there's a consecutive dims that are not broadcasted followed by another consecutive dims that are broadcasted.
For example, MulGradient(["dC", "A", "B"], ["dA", "dB"], broadcast=True, axis=0) where A.shape == dC.shape == [9508, 80] and B.shape == [80] .

Test Plan:
In SKL T6,

Running mul_gradient_benchmark without this optimization
Operator #0 (dA, MulGradient) 11.9119 ms/iter

After this optimization,
Operator #0 (dA, MulGradient) 0.672759 ms/iter

Need to land D15291800 before to fix the unit test error

Reviewed By: dmudiger

Differential Revision: D15075415

fbshipit-source-id: 0f97be17cf8f1dacbafa34cd637fb8bc1c5e5387
2019-12-11 11:39:52 -08:00
..
docs
Fix several DeprecationWarning: invalid escape sequence (#15733)
2019-01-05 08:53:35 -08:00
examples
Hipify contrib/nccl (#29385)
2019-11-08 10:39:17 -08:00
helpers
Add elementwise_affine for LayerNormGradientOp (#19982)
2019-05-03 15:33:46 -07:00
ideep
caffe2 python ideep conv_op test_int8_convolution skip for python 3
2019-10-08 21:31:11 -07:00
layers
FCTransposed to FbFCPacked (#29766)
2019-12-10 10:18:21 -08:00
mint
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mkl
implement operators for DNNLOWP (#18656)
2019-04-10 12:04:39 -07:00
modeling
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
models
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
onnx
Automatic update of fbcode/onnx to c08a7b76cf7c1555ae37186f12be4d62b2c39b3b (#30619)
2019-12-10 10:15:08 -08:00
operator_test
optimize MulGradient for common shapes (#19705)
2019-12-11 11:39:52 -08:00
predictor
fix fc fp16 quantization (#29469)
2019-11-18 11:26:49 -08:00
rnn
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serialized_test
Output sequence probability with CTC beam search, optional multiple output sequences (#21927)
2019-07-02 17:29:13 -07:00
test
Enforce import order to make protobuf cpp implementation in python work (#18560)
2019-04-03 13:17:08 -07:00
trt
#26426 fixed (#28715)
2019-11-01 12:53:01 -07:00
__init__.py
Revert #17191 and #17215 that no longer apply on Windows (#17567)
2019-03-01 10:37:27 -08:00
_import_c_extension.py
Enforce import order to make protobuf cpp implementation in python work (#18560)
2019-04-03 13:17:08 -07:00
allcompare_test.py
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attention.py
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benchmark_generator.py
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binarysize.py
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brew_test.py
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brew.py
Testing for folded conv_bn_relu (#19298)
2019-04-16 19:04:06 -07:00
build.py
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cached_reader.py
Pass loop_over optional parameter for cached reader properly. (#21929)
2019-06-19 18:15:32 -07:00
caffe_translator_test.py
Fix several ResourceWarning: unclosed file (#15746)
2019-01-09 15:36:53 -08:00
caffe_translator.py
Fix several ResourceWarning: unclosed file (#15746)
2019-01-09 15:36:53 -08:00
checkpoint_test.py
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checkpoint.py
Remove setting logger level in caffe2.python.checkpoint (#19803)
2019-05-10 07:00:58 -07:00
CMakeLists.txt
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cnn.py
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compatibility.py
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context_test.py
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context.py
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control_ops_grad_test.py
Fix the weird bug in control_flow_op_test.py (#26931)
2019-09-26 20:44:03 -07:00
control_ops_grad.py
DeviceScope support for CUDA and testing (#15357)
2019-01-30 18:42:12 -08:00
control_ops_util.py
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control_test.py
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control.py
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convert_test.py
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convert.py
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convnet_benchmarks_test.py
Skip convnets benchmark in rocm CI (#17331)
2019-02-20 21:12:24 -08:00
convnet_benchmarks.py
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core_gradients_test.py
Back out "Back out "[Caffe2] Fix device_option propagation"" (#25908)
2019-09-17 04:01:36 -07:00
core_test.py
Extend Net.RunAllOnGPU() to support RecurrentNetwork op (#15713)
2019-02-08 15:48:42 -08:00
core.py
BlobReference __getattr__ can only throw AttributeError (#26654)
2019-09-23 13:01:00 -07:00
crf_predict.py
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crf_viterbi_test.py
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crf.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
data_parallel_model_test.py
Skips test_equiv_recurrent (#29255)
2019-11-06 13:29:23 -08:00
data_parallel_model.py
skip import nccl and gloo_gpu in cpu machine (#22522)
2019-07-10 11:56:56 -07:00
data_workers_test.py
Disables test_atomic_ops and testInputOrder (#29145)
2019-11-05 16:53:53 -08:00
data_workers.py
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dataio_test.py
Fix for flaky caffe2 dataio test (test_time_limit_reader_with_short_limit) (#27592)
2019-10-10 13:53:58 -07:00
dataio.py
Rearrange stopping condition in CompositeReader (#20062)
2019-05-06 15:06:32 -07:00
dataset.py
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db_file_reader.py
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db_test.py
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device_checker.py
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dlpack.h
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
dyndep.py
guard dyndep with a lock (#26153)
2019-09-13 11:38:14 -07:00
embedding_generation_benchmark.py
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experiment_util.py
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extension_loader.py
always restore dlopen flag in dyndep (#22958)
2019-07-17 10:26:25 -07:00
filler_test.py
caffe2 - Expose tensor filler util to Python (#18886)
2019-04-08 11:54:10 -07:00
functional_test.py
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functional.py
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fused_8bit_rowwise_conversion_ops_test.py
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gradient_check_test.py
Unify gpu_support variable in python tests (#16748)
2019-02-07 00:29:51 -08:00
gradient_checker.py
Adding gradient to Boolean Mask operator (#21423)
2019-06-06 20:48:47 -07:00
gru_cell.py
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hip_test_util.py
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hsm_util.py
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hypothesis_test_util.py
Hypothesis tests: add ability to enforce shape inference (#23935)
2019-08-13 05:32:41 -07:00
hypothesis_test.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
ideep_test_util.py
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layer_model_helper.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
layer_model_instantiator.py
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layer_parameter_sharing_test.py
Add validator for optimizers when parameters are shared
2019-04-17 21:10:38 -07:00
layer_test_util.py
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layers_test.py
FCTransposed to FbFCPacked (#29766)
2019-12-10 10:18:21 -08:00
lengths_reducer_fused_8bit_rowwise_ops_test.py
make the threshold for acurracy more precise (#17194)
2019-02-20 13:14:11 -08:00
lengths_reducer_rowwise_8bit_ops_test.py
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lstm_benchmark.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
memonger_test.py
Unify gpu_support variable in python tests (#16748)
2019-02-07 00:29:51 -08:00
memonger.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
mkl_test_util.py
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model_device_test.py
Unify gpu_support variable in python tests (#16748)
2019-02-07 00:29:51 -08:00
model_helper_test.py
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model_helper.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
modifier_context.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
mpi_python.cc
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muji_test.py
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muji.py
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net_builder_test.py
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net_builder.py
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net_drawer.py
Allow customization of blob node in net_drawer (#16915)
2019-02-12 15:02:50 -08:00
net_printer_test.py
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net_printer.py
Fix spelling errors (#21665)
2019-06-13 15:21:55 -07:00
nomnigraph_test.py
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nomnigraph_transformations_test.py
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nomnigraph_transformations.py
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nomnigraph.py
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normalizer_context.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
normalizer_test.py
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normalizer.py
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numa_benchmark.py
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numa_test.py
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observer_test.py
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operator_fp_exceptions_test.py
Caffe2 - Add flag to fails if float point exceptions is detected in operator runs (#18040)
2019-03-16 12:28:05 -07:00
optimizer_context.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
optimizer_test_util.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
optimizer_test.py
Build Unit Test of SparseRAdam
2019-11-18 15:22:37 -08:00
optimizer.py
Build Unit Test of SparseRAdam
2019-11-18 15:22:37 -08:00
parallel_workers_test.py
ParallelWorkersTest.testParallelWorkersInitFun is flaky (#29045)
2019-11-01 13:59:02 -07:00
parallel_workers.py
get rid of deprecated thread.isAlive() to use py2.6 modern form is_alive()
2019-10-22 15:37:31 -07:00
parallelize_bmuf_distributed_test.py
Unify gpu_support variable in python tests (#16748)
2019-02-07 00:29:51 -08:00
pipeline_test.py
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pipeline.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
predictor_constants.py
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pybind_state_dlpack.cc
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pybind_state_dlpack.h
Remove PythonOp non-CPU path and PytorchOp (#15417)
2019-01-02 16:36:37 -08:00
pybind_state_gpu.cc
add simple memory analyzer and log warning if GPU underutilized (#21024)
2019-05-28 19:58:54 -07:00
pybind_state_hip.cc
Make caffe2/fb folder compatible with AMD (#29131)
2019-11-04 16:40:29 -08:00
pybind_state_ideep.cc
Upgrade mkldnn-bridge for dnnlowp support (#16308)
2019-04-03 12:47:17 -07:00
pybind_state_int8.cc
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pybind_state_nomni.cc
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pybind_state_registry.cc
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pybind_state_registry.h
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pybind_state.cc
Change interface from map of TensorShape to shapeInfoMap (#30802)
2019-12-10 00:35:11 -08:00
pybind_state.h
Support unpickle py2 NetDef object in py3 (#26147)
2019-09-18 02:02:34 -07:00
python_op_test.py
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queue_util.py
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record_queue.py
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recurrent.py
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regularizer_context.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
regularizer_test.py
Implement "trimmed lasso" regularization and support all available regularization in a single interface (#22966)
2019-07-17 16:12:31 -07:00
regularizer.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
rnn_cell.py
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schema_test.py
Pass LRU hash output evicted_values to SparseLookup (#21389)
2019-07-02 11:27:37 -07:00
schema.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
scope_test.py
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scope.py
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session_test.py
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session.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
sparse_to_dense_mask_test.py
Increase static tolerance for negative feature ids
2019-05-20 19:09:22 -07:00
sparse_to_dense_test.py
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task_test.py
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task.py
Fix typos (#30606)
2019-12-02 20:17:42 -08:00
test_util.py
caffe2 - support flaky operator tests for caffe2 build (#18155)
2019-03-25 16:58:34 -07:00
text_file_reader.py
Create Node2Vec ModuleKeeper
2019-04-01 10:36:23 -07:00
timeout_guard.py
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toy_regression_test.py
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transformations_test.py
Remove sinkMaxPool transformation (#17694)
2019-03-12 20:10:46 -07:00
transformations.py
support pre-convert filter format for mkldnn training mode and change 'OptimizeForIdeep' to 'OptimizeForMkldnn' (#15171)
2019-03-29 19:00:48 -07:00
tt_core_test.py
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tt_core.py
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utils_test.py
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utils.py
Query caffe2 operator stats for detailed execution info (#20924)
2019-06-13 23:41:04 -07:00
visualize.py
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workspace_test.py
Revert "Revert D18171156: Merge Tensor and Variable." (#29299)
2019-11-08 09:11:20 -08:00
workspace.py
Add option to clean up allocated activations between c2 runs (#29619)
2019-11-13 10:30:10 -08:00