pytorch/caffe2/python/operator_test
James Cross 63901e9aca allow recurrent network gradient op to receive gradient on any combination of network output blobs
Summary:
(Caffe2) Modified RecurrentNetworkGradient operator so that training is possible with any of the output blob(s) receiving gradient during the backward pass. This is realized through a new argument for the RecurrentNetwork op, outputs_with_grads, which takes a list of the indices of the output blobs which will receive gradient. The default case (only receiving gradient from the first output blob) remains the default.

New unit test covers the case where outputs_with_grads = [1, 2] using Python LSTM wrapper.

Reviewed By: urikz

Differential Revision: D4518516

fbshipit-source-id: 5c531582b20f3cf727d1aa91239b4d5a2b8a7c1f
2017-02-15 16:00:45 -08:00
..
activation_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
atomic_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
checkpoint_test.py snapshot -> checkpoint 2016-12-15 12:01:30 -08:00
conv_test.py Add error checking for too-small input in ConvPoolOpBase 2017-01-25 17:44:22 -08:00
conv_transpose_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
copy_ops_test.py gradients for CopyGPUToCPU and CopyCPUToGPU + unit test + schema 2016-12-15 12:01:29 -08:00
cosine_embedding_criterion_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
counter_ops_test.py AtomicCounter to return previous value on Reset. 2017-02-02 14:59:30 -08:00
cross_entropy_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
dataset_ops_test.py Last N window collector 2016-12-15 12:01:30 -08:00
duplicate_operands_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
elementwise_op_broadcast_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
elementwise_ops_test.py add CUDA gradient for Div 2017-01-09 21:59:23 -08:00
emptysample_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
extend_tensor_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
fc_operator_test.py Test for FC operator + fix for docs 2017-01-27 10:44:24 -08:00
gather_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
gather_ranges_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
group_conv_test.py Make all convolution operators allow optional bias term 2016-12-21 15:14:24 -08:00
hsm_test.py Generate huffman tree 2017-01-19 16:14:23 -08:00
index_ops_test.py Change the schema of IndexLoad & IndexFreeze so that state change is captured by the framework 2017-02-14 10:05:12 -08:00
instance_norm_test.py instance norm 2017-01-20 12:29:28 -08:00
margin_ranking_criterion_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
matmul_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
mkl_conv_op_test.py MKL convolution operator 2017-01-23 09:59:30 -08:00
mkl_packed_fc_op_test.py MKL convolution operator 2017-01-23 09:59:30 -08:00
mkl_speed_test.py MKL convolution operator 2017-01-23 09:59:30 -08:00
momentum_sgd_test.py MomemtumSGDUpdate -- version of MomentumSGD with update. 2016-12-15 12:01:29 -08:00
mpi_test.py Setup MPI before test start 2016-12-19 15:59:32 -08:00
one_hot_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
pack_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
partition_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
piecewise_linear_transform_test.py PiecewiseLinearTransformOp transform binary predictions specially 2017-02-15 16:00:44 -08:00
pooling_test.py Unit test for big batch size avg pooling 2017-01-18 19:29:20 -08:00
python_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
rank_loss_operator_test.py Normalize rank loss gradient to avoid convergence issues when the number of pairs is really large 2016-12-21 17:29:24 -08:00
record_queue_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
recurrent_network_test.py allow recurrent network gradient op to receive gradient on any combination of network output blobs 2017-02-15 16:00:45 -08:00
relu_op_test.py MKLDevice and MKLOperator 2016-12-15 19:59:24 -08:00
reshape_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
segment_ops_test.py Incremental MeanReducer segment Ops 2016-11-29 15:18:38 -08:00
sequence_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
shape_inference_test.py Added MatMul operator inference 2017-02-14 15:32:14 -08:00
softmax_ops_test.py add soft label functionality to softmax with loss op 2017-02-10 09:01:53 -08:00
sparse_gradient_checker_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
sparse_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
spatial_bn_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
square_root_divide_op_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
string_ops_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
text_file_reader_test.py Add unittest.main() lines to test scripts under python/operator_test 2016-11-29 15:18:37 -08:00
unique_uniform_fill_op_test.py UniqueUniformFillOp 2017-02-15 16:00:44 -08:00