Shali Jiang f87a4cc23f support Gather different indices for different examples in one batch (#23285) ...

Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/23285

for example:

Inputs:
  data:
   [[[2 4 2 0],
     [0 1 2 0],
     [1 1 0 0]],
    [[3 4 1 3],
     [0 3 2 2],
     [4 1 0 4]]]

  idx:
    [[0 2],
     [0 1]]

outputs:
  [[[2 4 2 0],
    [1 1 0 0]],
   [[3 4 1 3],
    [0 3 2 2]]]

data and idx must have the same outer dimension

call Gather or BatchGather with argument match_outer=True

Reviewed By: huayuli00

Differential Revision: D16452539

fbshipit-source-id: 7229489f4a9c02ee9f3c6a8a24bcd02925d96e07

2019-08-04 21:17:49 -07:00

..

__init__.py

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activation_ops_test.py

Fix relu bug for empty tensor (#19451)

2019-04-19 15:21:07 -07:00

adadelta_test.py

eliminate FE_INVALID in optimizer related operators and tests (#20501)

2019-05-16 08:23:46 -07:00

adagrad_test_helper.py

add decay parameter in ref_adagrad (#15329)

2019-05-07 18:58:58 -07:00

adagrad_test.py

remove unused parameters in optimizer tests (#18084)

2019-03-15 18:06:15 -07:00

adam_test.py

eliminate FE_INVALID in optimizer related operators and tests (#20501)

2019-05-16 08:23:46 -07:00

affine_channel_op_test.py

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apmeter_test.py

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arg_ops_test.py

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assert_test.py

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atomic_ops_test.py

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basic_rnn_test.py

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batch_box_cox_test.py

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batch_bucketize_op_test.py

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batch_moments_op_test.py

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batch_sparse_to_dense_op_test.py

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bbox_transform_test.py

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bisect_percentile_op_test.py

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blobs_queue_db_test.py

caffe2 - set up correct inheritance structure for remaining operator test classes (#18622)

2019-04-01 15:53:22 -07:00

boolean_mask_test.py

Adding gradient to Boolean Mask operator (#21423)

2019-06-06 20:48:47 -07:00

boolean_unmask_test.py

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box_with_nms_limit_op_test.py

fix bug of not using get_score_cls_index in BoxWithNMSLimitOp (#20868)

2019-05-24 22:31:01 -07:00

bucketize_op_test.py

Move bucketize_op to open source

2019-05-20 18:03:27 -07:00

cast_op_test.py

support casting to string (#15110)

2018-12-12 21:33:58 -08:00

ceil_op_test.py

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channel_backprop_stats_op_test.py

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channel_shuffle_test.py

add NCHW2NHWC and NHWC2NCHW in utils.py (#15588)

2018-12-28 17:34:50 -08:00

channel_stats_op_test.py

Optimize channel_stats_op (#16243)

2019-03-12 12:08:00 -07:00

checkpoint_test.py

caffe2 - set up correct inheritance structure for remaining operator test classes (#18622)

2019-04-01 15:53:22 -07:00

clip_op_test.py

Fix clip gradient with empty input (#14709)

2018-12-05 22:53:25 -08:00

clip_tensor_op_test.py

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collect_and_distribute_fpn_rpn_proposals_op_test.py

split and register CollectAndDistributeFpnRpnProposals with C10

2019-05-16 13:40:46 -07:00

concat_split_op_test.py

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conditional_test.py

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conftest.py

operator serialized test coverage summary document (#13703)

2018-11-09 15:04:08 -08:00

conv_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

conv_transpose_test.py

Add support for group ConvTranspose (#18794)

2019-04-04 11:52:06 -07:00

copy_ops_test.py

caffe2 - set up correct inheritance structure for remaining operator test classes (#18622)

2019-04-01 15:53:22 -07:00

copy_rows_to_tensor_op_test.py

Perform weight re-init for embedding table in sparse_lookup.py (#22348)

2019-07-03 10:33:40 -07:00

cosine_embedding_criterion_op_test.py

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counter_ops_test.py

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crf_test.py

CircleCI: enable all flaky tests (#13356)

2018-10-31 09:34:49 -07:00

cross_entropy_ops_test.py

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ctc_beam_search_decoder_op_test.py

Output sequence probability with CTC beam search, optional multiple output sequences (#21927)

2019-07-02 17:29:13 -07:00

ctc_greedy_decoder_op_test.py

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cudnn_recurrent_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

data_couple_op_test.py

No Op Optimizer (#12390)

2018-10-10 18:09:46 -07:00

dataset_ops_test.py

typo fix

2019-03-06 11:36:44 -08:00

deform_conv_test.py

no EIGEN engine for DeformConv (#16785)

2019-02-06 11:59:31 -08:00

dense_vector_to_id_list_op_test.py

add dense vector to id_list operator (#15090)

2018-12-18 16:27:38 -08:00

depthwise_3x3_conv_test.py

add NCHW2NHWC and NHWC2NCHW in utils.py (#15588)

2018-12-28 17:34:50 -08:00

detectron_keypoints.py

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distance_op_test.py

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dropout_op_test.py

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duplicate_operands_test.py

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elementwise_linear_op_test.py

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elementwise_logical_ops_test.py

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elementwise_op_broadcast_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

elementwise_ops_test.py

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emptysample_ops_test.py

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enforce_finite_op_test.py

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ensure_clipped_test.py

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ensure_cpu_output_op_test.py

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erf_op_test.py

Export PyTorch erf to ONNX Erf and add Caffe2 Erf operator

2019-01-17 09:18:08 -08:00

expand_op_test.py

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fc_operator_test.py

Fix spelling errors (#21665)

2019-06-13 15:21:55 -07:00

feature_maps_ops_test.py

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filler_ops_test.py

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find_op_test.py

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flatten_op_test.py

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flexible_top_k_test.py

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floor_op_test.py

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gather_ops_test.py

support Gather different indices for different examples in one batch (#23285)

2019-08-04 21:17:49 -07:00

gather_ranges_op_test.py

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given_tensor_byte_string_to_uint8_fill_op_test.py

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given_tensor_fill_op_test.py

Add GivenTensorInt16Fill (#20515)

2019-05-15 19:45:15 -07:00

glu_op_test.py

Fix test_glu_old HealthCheck with smarter generation strategy. (#12975)

2018-10-24 13:45:19 -07:00

group_conv_test.py

omit group conv NHWC test for GPU (#17715)

2019-03-06 11:32:35 -08:00

group_norm_op_test.py

Optimize channel_stats_op (#16243)

2019-03-12 12:08:00 -07:00

gru_test.py

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heatmap_max_keypoint_op_test.py

caffe2 - set up correct inheritance structure for remaining operator test classes (#18622)

2019-04-01 15:53:22 -07:00

hsm_test.py

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hyperbolic_ops_test.py

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im2col_col2im_test.py

CircleCI: enable all flaky tests (#13356)

2018-10-31 09:34:49 -07:00

image_input_op_test.py

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index_hash_ops_test.py

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index_ops_test.py

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instance_norm_test.py

Optimize InstanceNormGradientOp (#22288)

2019-07-01 15:10:17 -07:00

integral_image_ops_test.py

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jsd_ops_test.py

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key_split_ops_test.py

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lars_test.py

Add missing shebangs to Python files with executable permissions.

2019-06-06 10:53:40 -07:00

layer_norm_op_test.py

Add elementwise_affine for LayerNormGradientOp (#19982)

2019-05-03 15:33:46 -07:00

leaky_relu_test.py

add NCHW2NHWC and NHWC2NCHW in utils.py (#15588)

2018-12-28 17:34:50 -08:00

learning_rate_adaption_op_test.py

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learning_rate_op_test.py

Add Gate Policy GateLearningRateOp (#20044)

2019-05-05 20:11:04 -07:00

length_split_op_test.py

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lengths_pad_op_test.py

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lengths_tile_op_test.py

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lengths_top_k_ops_test.py

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listwise_l2r_operator_test.py

add LambdaRank DCG Loss Option (#23679)

2019-08-02 11:47:46 -07:00

load_save_test.py

Avoid Output Uninitialized Blobs in Load with load_all=1 (#19133)

2019-04-27 10:45:44 -07:00

locally_connected_op_test.py

add NCHW2NHWC and NHWC2NCHW in utils.py (#15588)

2018-12-28 17:34:50 -08:00

loss_ops_test.py

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lpnorm_op_test.py

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map_ops_test.py

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margin_ranking_criterion_op_test.py

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math_ops_test.py

eliminate FE_INVALID in unit test (#20502)

2019-05-16 21:55:28 -07:00

matmul_op_test.py

Integrate rocBLAS fp16 api into Caffe2 (#14882)

2018-12-10 17:54:06 -08:00

mean_op_test.py

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merge_id_lists_op_test.py

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mkl_conv_op_test.py

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mkl_packed_fc_op_test.py

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mkl_speed_test.py

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mod_op_test.py

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moments_op_test.py

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momentum_sgd_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

mpi_test.py

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negate_gradient_op_test.py

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ngram_ops_test.py

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normalize_op_test.py

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numpy_tile_op_test.py

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one_hot_ops_test.py

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onnx_while_test.py

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order_switch_test.py

add NCHW2NHWC and NHWC2NCHW in utils.py (#15588)

2018-12-28 17:34:50 -08:00

pack_ops_test.py

cuda implementation for PackSegment to support presence mask (#14635)

2018-11-30 16:54:10 -08:00

pack_rnn_sequence_op_test.py

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pad_test.py

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partition_ops_test.py

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percentile_op_test.py

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piecewise_linear_transform_test.py

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pooling_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

prepend_dim_test.py

Unify cuda and hip device types in Caffe2 python front end (#14221)

2018-11-29 14:00:16 -08:00

python_op_test.py

Remove numba dependency

2018-10-23 17:03:47 -07:00

rand_quantization_op_speed_test.py

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rand_quantization_op_test.py

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rank_loss_operator_test.py

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rebatching_queue_test.py

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record_queue_test.py

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recurrent_net_executor_test.py

caffe2 - set up correct inheritance structure for remaining operator test classes (#18622)

2019-04-01 15:53:22 -07:00

recurrent_network_test.py

CircleCI: enable all flaky tests (#13356)

2018-10-31 09:34:49 -07:00

reduce_ops_test.py

CircleCI: enable all flaky tests (#13356)

2018-10-31 09:34:49 -07:00

reduction_ops_test.py

Enable more caffe2 fp16 rocm tests (#15040)

2018-12-10 21:30:21 -08:00

reshape_ops_test.py

ReshapeOp supports empty tensor (#21230)

2019-06-06 15:02:11 -07:00

resize_op_test.py

Add NHWC support to Resize Operator (#15553)

2019-01-08 16:44:17 -08:00

rmac_regions_op_test.py

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rnn_cell_test.py

Enable more caffe2 fp16 rocm tests (#15040)

2018-12-10 21:30:21 -08:00

roi_align_rotated_op_test.py

Unify cuda and hip device types in Caffe2 python front end (#14221)

2018-11-29 14:00:16 -08:00

scale_op_test.py

ScaleBlobs Operator (#19660)

2019-05-08 17:57:33 -07:00

segment_ops_test.py

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selu_op_test.py

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sequence_ops_test.py

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shape_inference_test.py

shape inference for learning rate op (#20020)

2019-05-14 23:34:32 -07:00

sinusoid_position_encoding_op_test.py

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softmax_ops_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

softplus_op_test.py

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sparse_dropout_with_replacement_op_test.py

Implement dropout with replacement for id list features. (#22880)

2019-07-23 14:34:21 -07:00

sparse_gradient_checker_test.py

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sparse_lengths_sum_benchmark.py

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sparse_normalize_test.py

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sparse_ops_test.py

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sparse_to_dense_mask_op_test.py

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spatial_bn_op_test.py

Unify gpu_support variable in python tests (#16748)

2019-02-07 00:29:51 -08:00

specialized_segment_ops_test.py

handle empty inputs to SparseLengthsMean correctly (#15389)

2018-12-21 22:20:14 -08:00

square_root_divide_op_test.py

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stats_ops_test.py

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stats_put_ops_test.py

Fix overflow error in stats_put_ops

2018-11-06 15:41:51 -08:00

string_ops_test.py

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text_file_reader_test.py

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thresholded_relu_op_test.py

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tile_op_test.py

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top_k_test.py

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torch_integration_test.py

register ResizeNearestOp to C10

2019-05-24 14:39:11 -07:00

transpose_op_test.py

Fix bug in caffe2 transpose on GPU (#22233)

2019-06-26 11:33:25 -07:00

trigonometric_op_test.py

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unique_ops_test.py

Enable arg_ops_test/unique_ops_test on AMD/rocm (#16853)

2019-02-07 16:51:15 -08:00

unique_uniform_fill_op_test.py

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upsample_op_test.py

caffe2: UpsampleBilinear CUDA implementation (#12843)

2018-10-25 11:10:04 -07:00

utility_ops_test.py

Clean up a couple of items in the C2 test scaffolding (WIP) (#7847)

2018-11-07 09:16:13 -08:00

video_input_op_test.py

update video input (#22471)

2019-07-05 00:56:33 -07:00

weighted_multi_sample_test.py

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weighted_sample_test.py

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weighted_sum_test.py

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wngrad_test.py

remove unused parameters in optimizer tests (#18084)

2019-03-15 18:06:15 -07:00