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1f158adeee
pytorch/caffe2/python
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Lin Jiang 1f158adeee Add support for attention weight in SparseLookup (#26748) 
Summary:
Support attention weights input to SparseLookup. In attention sum pooling, if attention weights can be pre-calculated before embedding lookup,  they can be passed to SparseLookup and processed by SparseLengthsWeightedSum op. One example is id_score attention sum pooling.

Essentially the net is converted from:
  LengthsSum(Mul(Gather(keys, w), att_weight))
to:
  SpaseLenghtsWeightedSum(keys, w, att_weight)

It unblocks potential efficiency gain with distributed training.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/26748

Test Plan: unit test

Reviewed By: chocjy

Differential Revision: D17553345

Pulled By: wheatkit

fbshipit-source-id: 60cc3c4b0bc1eade5459ac598e85286f3849a412
2019-10-08 20:22:25 -07:00
..
docs Fix several DeprecationWarning: invalid escape sequence (#15733) 2019-01-05 08:53:35 -08:00
examples Adding models to jenkins benchmark script (#21010) 2019-05-30 15:17:40 -07:00
helpers Add elementwise_affine for LayerNormGradientOp (#19982) 2019-05-03 15:33:46 -07:00
ideep Removed work around for convolution transpose op since the bug has be… (#22184) 2019-06-25 14:34:34 -07:00
layers Add support for attention weight in SparseLookup (#26748) 2019-10-08 20:22:25 -07:00
mint re-enable copy of python files, but be careful that the copy is only … (#14982) 2018-12-11 16:54:08 -08:00
mkl implement operators for DNNLOWP (#18656) 2019-04-10 12:04:39 -07:00
modeling gradient clipping by norm 2019-08-22 11:20:40 -07:00
models Adding ShufflenetV2 to caffe2's benchmark suite. (#20180) 2019-05-23 20:40:17 -07:00
onnx Automatic update of fbcode/onnx to 23bb6ea1a71f08e200114a153f48bd7adb66d486 (#26441) 2019-09-24 05:38:52 -07:00
operator_test Expose PiecewiseLinearTransform to PyTorch 2019-09-27 12:49:04 -07:00
predictor Supporting Manifold DB in Predictor Exporter (#22334) 2019-07-01 16:17:02 -07:00
rnn Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
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 Skip tests if C2/ONNX models cannot be read (#18494) 2019-03-27 11:21:44 -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
attention.py
benchmark_generator.py
binarysize.py
brew_test.py
brew.py Testing for folded conv_bn_relu (#19298) 2019-04-16 19:04:06 -07:00
build.py
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
checkpoint.py Remove setting logger level in caffe2.python.checkpoint (#19803) 2019-05-10 07:00:58 -07:00
CMakeLists.txt Fix CMakeLists.txt for Int8 python bindings (#15047) 2018-12-11 10:48:47 -08:00
cnn.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
compatibility.py
context_test.py
context.py
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
control_test.py
control.py
convert_test.py New serialization format (#12384) 2018-10-16 16:36:58 -07:00
convert.py New serialization format (#12384) 2018-10-16 16:36:58 -07:00
convnet_benchmarks_test.py Skip convnets benchmark in rocm CI (#17331) 2019-02-20 21:12:24 -08:00
convnet_benchmarks.py
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 Move crf in caffe2 from fb to oss (#12200) 2018-10-01 18:31:41 -07:00
crf_viterbi_test.py Move crf in caffe2 from fb to oss (#12200) 2018-10-01 18:31:41 -07:00
crf.py
data_parallel_model_test.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -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
data_workers.py
dataio_test.py Pass loop_over optional parameter for cached reader properly. (#21929) 2019-06-19 18:15:32 -07:00
dataio.py Rearrange stopping condition in CompositeReader (#20062) 2019-05-06 15:06:32 -07:00
dataset.py
db_file_reader.py
db_test.py
device_checker.py
dlpack.h Upgrade DLPack 2018-11-12 15:59:46 -08:00
dyndep.py guard dyndep with a lock (#26153) 2019-09-13 11:38:14 -07:00
embedding_generation_benchmark.py
experiment_util.py
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
functional.py
fused_8bit_rowwise_conversion_ops_test.py
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
hip_test_util.py Make CUDNN an alias of MIOPEN for HIP ops (#12278) 2018-10-24 17:07:31 -07:00
hsm_util.py
hypothesis_test_util.py Hypothesis tests: add ability to enforce shape inference (#23935) 2019-08-13 05:32:41 -07:00
hypothesis_test.py Enable Unique operator tests on ROCm 2019-09-11 16:36:14 -07:00
ideep_test_util.py
layer_model_helper.py Integrate FC fp16 exporter into Dper2 (#26582) 2019-09-29 10:19:28 -07:00
layer_model_instantiator.py
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
layers_test.py Add support for attention weight in SparseLookup (#26748) 2019-10-08 20:22:25 -07:00
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
lstm_benchmark.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
memonger_test.py Unify gpu_support variable in python tests (#16748) 2019-02-07 00:29:51 -08:00
memonger.py Fix typo "properlyh" 2019-08-09 11:43:04 -07:00
mkl_test_util.py
model_device_test.py Unify gpu_support variable in python tests (#16748) 2019-02-07 00:29:51 -08:00
model_helper_test.py
model_helper.py Remove the identical if branch (#18019) 2019-03-15 13:14:26 -07:00
modifier_context.py
mpi_python.cc
muji_test.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
muji.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
net_builder_test.py
net_builder.py
net_drawer.py Allow customization of blob node in net_drawer (#16915) 2019-02-12 15:02:50 -08:00
net_printer_test.py
net_printer.py Fix spelling errors (#21665) 2019-06-13 15:21:55 -07:00
nomnigraph_test.py nomnigraph - support subgraph visualization (#13795) 2018-11-16 08:19:20 -08:00
nomnigraph_transformations_test.py Add transpose network pass (#13437) 2018-11-01 14:27:07 -07:00
nomnigraph_transformations.py Add transpose network pass (#13437) 2018-11-01 14:27:07 -07:00
nomnigraph.py createUniqueDataNode 2018-10-31 11:16:38 -07:00
normalizer_context.py
normalizer_test.py
normalizer.py Enable alternative LayerNorm impl in FisherGan (#12178) 2018-10-11 17:36:11 -07:00
numa_benchmark.py Revert D13205604: Move numa.{h, cc} to c10/util 2018-12-07 10:01:25 -08:00
numa_test.py Move numa.{h, cc} to c10/util (#15024) 2018-12-12 12:21:10 -08:00
observer_test.py
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
optimizer_test_util.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
optimizer_test.py Unify gpu_support variable in python tests (#16748) 2019-02-07 00:29:51 -08:00
optimizer.py Add validator for optimizers when parameters are shared 2019-04-17 21:10:38 -07:00
parallel_workers_test.py Add event and event_counter columns to caffe2_usage_tracer table (#21739) 2019-06-13 12:06:02 -07:00
parallel_workers.py
parallelize_bmuf_distributed_test.py Unify gpu_support variable in python tests (#16748) 2019-02-07 00:29:51 -08:00
pipeline_test.py
pipeline.py
predictor_constants.py
pybind_state_dlpack.cc Upgrade DLPack 2018-11-12 15:59:46 -08:00
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 Fix get_gpu_memory_info in non-cuda builds (#21054) 2019-05-28 23:05:15 -07:00
pybind_state_ideep.cc Upgrade mkldnn-bridge for dnnlowp support (#16308) 2019-04-03 12:47:17 -07:00
pybind_state_int8.cc Renaming meta() to dtype() - 2/2 (#13334) 2018-10-30 18:24:30 -07:00
pybind_state_nomni.cc nomnigraph - support subgraph visualization (#13795) 2018-11-16 08:19:20 -08:00
pybind_state_registry.cc Move registry fully to c10 (#12077) 2018-09-27 03:09:54 -07:00
pybind_state_registry.h Move registry fully to c10 (#12077) 2018-09-27 03:09:54 -07:00
pybind_state.cc weight_names bug fix (#23848) 2019-08-06 10:58:43 -07:00
pybind_state.h Support unpickle py2 NetDef object in py3 (#26147) 2019-09-18 02:02:34 -07:00
python_op_test.py Clean up a couple of items in the C2 test scaffolding (WIP) (#7847) 2018-11-07 09:16:13 -08:00
queue_util.py
record_queue.py
recurrent.py
regularizer_context.py
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 Implement LpNorm regularizer to be used on the inputs for feature importance (#26376) 2019-10-03 09:39:42 -07:00
rnn_cell.py Unify cuda and hip device types in Caffe2 python front end (#14221) 2018-11-29 14:00:16 -08:00
schema_test.py Pass LRU hash output evicted_values to SparseLookup (#21389) 2019-07-02 11:27:37 -07:00
schema.py Pass LRU hash output evicted_values to SparseLookup (#21389) 2019-07-02 11:27:37 -07:00
scope_test.py Add EmptyNameScope to allow you jump out from current scope. (#14631) 2018-12-12 01:39:50 -08:00
scope.py Add EmptyNameScope to allow you jump out from current scope. (#14631) 2018-12-12 01:39:50 -08:00
session_test.py
session.py
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
task_test.py caffe2/python/task: added __repr__ methods to all task definitions (#15250) 2018-12-17 16:02:16 -08:00
task.py A trivial typo fix in caffe2.python (#15907) 2019-01-17 04:57:34 -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
toy_regression_test.py Enable junk fill for the default CPU allocator (#13377) 2018-11-08 00:02:37 -08:00
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
tt_core.py
utils_test.py Convert Arguments to dictionary (#13436) 2018-11-01 14:27:05 -07:00
utils.py Query caffe2 operator stats for detailed execution info (#20924) 2019-06-13 23:41:04 -07:00
visualize.py
workspace_test.py Pass Variable into Caffe2 ops, by requiring that the Variable doesn't require grad (#22473) 2019-07-08 11:31:10 -07:00
workspace.py Fix get_gpu_memory_info in non-cuda builds (#21054) 2019-05-28 23:05:15 -07:00