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2633a9cca1
pytorch/caffe2/python
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Jamie King 2633a9cca1 Adding LpNorm regularization for sparse features in DPER3 (#38582) 
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/38582

Adding LpNorm regularization for sparse features in DPER3.  This is done using a sparse regularization op with run_after_optimizer (see D21003029).

* Added code calling new caffe2 operator from D21003029 to caffe2/python/regularizer.py
* Added l1norm and l2norm to sparse regularizer thrift definition.
* Added the new regularization references to test utils.
* Added a new file for unit tests "sparse_nn_sparse_reg_test.py"

Test Plan:
buck test mode/dev //caffe2/caffe2/fb/dper/layer_models/tests:sparse_nn_sparse_reg_test
buck test mode/dev //caffe2/caffe2/fb/dper/layer_models/tests:sparse_nn_reg_test

DPER canary: https://fburl.com/fblearner/rcp5yzeh
New DPER canary: https://fburl.com/fblearner/0krgd74x

Differential Revision: D20704248

fbshipit-source-id: 7e3d5013b3ff3da95ea027f0f2dd855f3ae8e41d
2020-06-09 12:34:50 -07:00
..
benchmarks [caffe2] open source 2/4-bit SLS operators (#34903) 2020-03-17 22:55:10 -07:00
docs Fix several DeprecationWarning: invalid escape sequence (#15733) 2019-01-05 08:53:35 -08:00
examples fix ROCm bench CI by increasing first iter timeout (#37633) 2020-05-04 20:49:32 -07:00
fakelowp Make FakeLowP tests work (#36525) 2020-04-13 20:16:33 -07:00
helpers Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
ideep Remove (most) Python 2 support from Python code (#35615) 2020-04-22 09:23:14 -07:00
layers Add LN after specialzied output embeddings and flexible LCE (#35178) 2020-04-30 15:32:09 -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 Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
modeling [c2] fix compute_norm test (#38529) 2020-05-14 20:49:36 -07:00
models Skip c2_ref_tests on network failures (#37972) 2020-05-06 22:19:28 -07:00
onnx [ONNX] Bump up ONNX submodule to a82c6a7010e2e332d8f74ad5b0c726fd47c85376 (#39372) 2020-06-02 21:08:14 -07:00
operator_test Update cafe2 hypothesis_test_util to support hypothesis-5 (#39498) 2020-06-05 08:27:50 -07:00
predictor [online trainer] Add blob reorder (#39534) 2020-06-05 17:33:08 -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 [Caffe2] Fix shape inference for element-wise operators (#33431) 2020-02-25 09:03:06 -08:00
test Update cafe2 hypothesis_test_util to support hypothesis-5 (#39498) 2020-06-05 08:27:50 -07:00
trt Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
__init__.py Fix dll load logic for Python 3.8 on Windows (#32215) 2020-01-22 08:33:34 -08:00
_import_c_extension.py [AMD] Remove num_gpu check for remote execution (#34318) 2020-03-06 09:53:57 -08:00
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 Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
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 [net_transform] only skip ConstantFill for autogen_grad (#34628) 2020-03-11 19:09:52 -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 Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
data_parallel_model_test.py Skips test_equiv_recurrent (#29255) 2019-11-06 13:29:23 -08:00
data_parallel_model.py [Caffe2] raise exceptions instead of str (#37744) 2020-05-05 13:34:33 -07:00
data_workers_test.py Disables test_atomic_ops and testInputOrder (#29145) 2019-11-05 16:53:53 -08:00
data_workers.py
dataio_test.py Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
dataio.py Rearrange stopping condition in CompositeReader (#20062) 2019-05-06 15:06:32 -07:00
dataset.py
db_file_reader.py Adding support for manifold files in DBReader (#37727) 2020-05-15 07:18:30 -07:00
db_test.py
device_checker.py
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
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 Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
fused_8bit_rowwise_conversion_ops_test.py [caffe2] make fused rowwise quant/dequant op work for N-dim tensors (#33426) 2020-02-19 23:29:42 -08:00
gradient_check_test.py Unify gpu_support variable in python tests (#16748) 2019-02-07 00:29:51 -08:00
gradient_checker.py [caffe2] fix type and shape inference for common gradient ops (#35857) 2020-04-02 11:17:04 -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 Update cafe2 hypothesis_test_util to support hypothesis-5 (#39498) 2020-06-05 08:27:50 -07:00
hypothesis_test.py Update cafe2 hypothesis_test_util to support hypothesis-5 (#39498) 2020-06-05 08:27:50 -07:00
ideep_test_util.py
layer_model_helper.py Add transfer_learning_blob_name_mappings into layer_model_helper to support layer model transfer learning 2020-03-18 15:28:00 -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 FCTransposed to FbFCPacked (#29766) 2019-12-10 10:18:21 -08:00
lengths_reducer_fused_8bit_rowwise_ops_test.py [caffe2] fix how np.clip is used in lengths_reducer_fused_{4,8}_rowwise_ops_test (#32086) 2020-01-14 22:53:28 -08:00
lengths_reducer_rowwise_8bit_ops_test.py
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 [pyfi] override TP2 networkx -> PyFI networkx (#37764) 2020-05-11 13:20:00 -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 Fix TensorProtosDBInput AttributeError (#32274) 2020-01-29 12:05:43 -08:00
modifier_context.py Fix typos (#30606) 2019-12-02 20:17:42 -08:00
mpi_python.cc Replace c10::guts::stuff with std::stuff (#30915) 2019-12-16 13:57:19 -08:00
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 Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -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 Fix typos (#30606) 2019-12-02 20:17:42 -08:00
normalizer_test.py
normalizer.py Scale init for batch-norm and layer-norm (#31983) 2020-01-10 11:55:56 -08:00
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 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 Implementation of STORM optimizer caffe2 python wrapper (#36399) 2020-04-14 23:05:45 -07:00
optimizer.py Fix the issue with C2 cont build 2020-05-07 19:33:00 -07:00
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
pipeline.py Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
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 Make caffe2/fb folder compatible with AMD (#29131) 2019-11-04 16:40:29 -08:00
pybind_state_ideep.cc Upgrade MKL-DNN to DNNL v1.2 (#32422) 2020-03-26 22:07:59 -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 [caffe2] create and register child ws in pybind (#36741) 2020-04-16 14:53:55 -07:00
pybind_state.h caffe2: preserve python exception type from PythonOp (#36267) 2020-04-09 12:43:24 -07:00
python_op_test.py caffe2: preserve python exception type from PythonOp (#36267) 2020-04-09 12:43:24 -07:00
queue_util.py
record_queue.py
recurrent.py
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 Adding LpNorm regularization for sparse features in DPER3 (#38582) 2020-06-09 12:34:50 -07:00
rnn_cell.py [caffe2] Remove python2 from operator_test (#33977) 2020-03-02 08:55:53 -08:00
schema_test.py Pass LRU hash output evicted_values to SparseLookup (#21389) 2019-07-02 11:27:37 -07:00
schema.py Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
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 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
task_test.py caffe2/python/task: added __repr__ methods to all task definitions (#15250) 2018-12-17 16:02:16 -08:00
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
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 [C2] Introduce extra_info force CPU tags for auto-generated iteration counter blobs (#32607) 2020-02-05 23:49:27 -08:00
utils.py [C2] Introduce extra_info force CPU tags for auto-generated iteration counter blobs (#32607) 2020-02-05 23:49:27 -08:00
visualize.py Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00
workspace_test.py Revert "Revert D18171156: Merge Tensor and Variable." (#29299) 2019-11-08 09:11:20 -08:00
workspace.py Fix typos, via a Levenshtein-type corrector (#31523) 2020-01-17 16:03:19 -08:00