============================ slowest test durations ============================
13.49s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_long_tokens
2.29s call     tensor2tensor/data_generators/video_utils_test.py::VideoUtilsTest::testConvertPredictionsToVideoSummariesd5_o6
1.71s call     tensor2tensor/data_generators/transduction_problems_test.py::TransductionProblem::testTransductionFlipBiGramSequence
1.50s call     tensor2tensor/data_generators/transduction_problems_test.py::TransductionProblem::testTransductionReverseSequence
1.49s call     tensor2tensor/data_generators/transduction_problems_test.py::TransductionProblem::testTransductionCopySequence
1.30s call     tensor2tensor/data_generators/video_utils_test.py::VideoUtilsTest::testDecodeInMemoryTrue
0.61s call     tensor2tensor/data_generators/transduction_problems_test.py::TransductionProblem::testTransductionReverseSequenceSmall
0.61s call     tensor2tensor/data_generators/transduction_problems_test.py::TransductionProblem::testTransductionCopySequenceSmall
0.60s call     tensor2tensor/data_generators/dna_encoder_test.py::DnaEncoderTest::test_delimited_dna_encoder
0.58s call     tensor2tensor/data_generators/dna_encoder_test.py::DnaEncoderTest::test_encode_decode
0.50s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_get_multi_dataset0
0.42s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_multi_problem_v20
0.42s call     tensor2tensor/data_generators/generator_utils_test.py::GeneratorUtilsTest::testMaybeDownloadFromDrive
0.35s call     tensor2tensor/data_generators/text_problems_test.py::TextProblems::testText2TextTmpDir
0.34s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_multi_problem_v21
0.30s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_categorical_case1
0.29s call     tensor2tensor/data_generators/audio_test.py::AudioTest::testDataCollection
0.25s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_categorical_case0
0.24s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_get_multi_dataset1
0.23s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_get_multi_dataset2
0.21s call     tensor2tensor/data_generators/generator_utils_test.py::GeneratorUtilsTest::testGetOrGenerateTxtVocab
0.20s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_build_from_generator
0.14s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_reserved_token_chars_not_in_alphabet
0.14s call     tensor2tensor/data_generators/timeseries_test.py::TimeseriesTest::testTimeseriesToyProblem
0.12s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_shards_per_epoch
0.12s call     tensor2tensor/data_generators/timeseries_test.py::TimeseriesTest::testTimeseriesToyProblemNoInputs
0.12s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_frame_numbers_are_continuous
0.11s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_generates_data
0.09s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_generating_and_loading_preserves_rollouts
0.08s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_custom_reserved_tokens
0.08s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_small_vocab
0.08s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_split_preserves_number_of_frames
0.07s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testImageAugmentation
0.07s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_splits_dataset
0.07s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_split_preserves_number_of_rollouts
0.07s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_save_and_reload
0.07s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_raises_exception_when_not_encodable
0.07s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_encode_decode
0.06s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_unicode
0.06s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_encodable_when_not_in_alphabet
0.06s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_channels
0.06s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_save_and_reload_no_single_quotes
0.05s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testRandomShift
0.05s call     tensor2tensor/data_generators/generator_utils_test.py::GeneratorUtilsTest::testMaybeDownload
0.04s call     tensor2tensor/data_generators/video_utils_test.py::VideoUtilsTest::testVideoAugmentation
0.04s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_get_schedule_distribution0
0.03s call     tensor2tensor/data_generators/multi_problem_v2_test.py::MultiProblemV2Test::test_get_schedule_distribution1
0.03s call     tensor2tensor/data_generators/tokenizer_test.py::TokenizerTest::test_invertibility_on_random_strings
0.03s call     tensor2tensor/data_generators/celeba_test.py::CelebaTest::testCelebaMultiResolutionPreprocessExampleArea
0.02s call     tensor2tensor/data_generators/mscoco_test.py::MscocoTest::testMsCocoMultiResolutionPreprocessExampleDefault
0.02s call     tensor2tensor/data_generators/celeba_test.py::CelebaTest::testCelebaMultiResolutionPreprocessExampleDilated
0.02s call     tensor2tensor/data_generators/celeba_test.py::CelebaTest::testCelebaMultiResolutionPreprocessExampleDefault
0.02s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_clipping
0.02s call     tensor2tensor/data_generators/mscoco_test.py::MscocoTest::testMsCocoMultiResolutionPreprocessExampleDilated
0.02s call     tensor2tensor/data_generators/imagenet_test.py::ImagenetTest::testImagenetMultiResolutionPreprocessExampleArea
0.02s call     tensor2tensor/data_generators/mscoco_test.py::MscocoTest::testMsCocoMultiResolutionPreprocessExampleArea
0.02s call     tensor2tensor/data_generators/imagenet_test.py::ImagenetTest::testImagenetMultiResolutionPreprocessExampleDefault
0.02s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testMakeMultiscaleDivisible
0.02s call     tensor2tensor/data_generators/imagenet_test.py::ImagenetTest::testImagenetMultiResolutionPreprocessExampleDilated
0.02s call     tensor2tensor/data_generators/gym_env_test.py::GymEnvTest::test_resize
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testMakeMultiscaleDilatedDivisible
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testConvertPredictionsToImageSummaries
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testImageGenerator
0.01s call     tensor2tensor/data_generators/text_encoder_test.py::SubwordTextEncoderTest::test_load_from_file
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testMakeMultiscaleLarger
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testMakeMultiscaleDilatedIndivisible
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testMakeMultiscaleIndivisible
0.01s call     tensor2tensor/data_generators/image_utils_test.py::ImageTest::testMakeMultiscaleDilatedLarger
0.71s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_generate_data
0.44s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_default_processed_rewards_discrete
0.30s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_problem_dataset_works
0.11s call     tensor2tensor/envs/env_problem_utils_test.py::EnvProblemUtilsTest::test_play_env_problem_randomly
0.11s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_interaction_with_env
0.11s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_reward_range
0.11s call     tensor2tensor/envs/tic_tac_toe_env_problem_test.py::TicTacToeEnvProblemTest::test_registration_and_interaction_with_env_problem
0.11s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_resets_properly
0.11s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_setup
0.11s call     tensor2tensor/envs/env_problem_utils_test.py::EnvProblemUtilsTest::test_play_env_problem_with_policy
0.10s call     tensor2tensor/envs/gym_env_problem_test.py::GymEnvProblemTest::test_per_env_kwargs
0.08s call     tensor2tensor/envs/trajectory_test.py::BatchTrajectoryTest::test_observations_np
0.04s call     tensor2tensor/envs/trajectory_test.py::BatchTrajectoryTest::test_load_from_directory
19.93s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_aaa_glow_training2
15.09s call     tensor2tensor/layers/area_attention_test.py::AreaAttentionTest::test2DAreaMax
13.33s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_aaa_glow_training1
8.56s call     tensor2tensor/layers/area_attention_test.py::AreaAttentionTest::testAreaMean
5.51s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_aaa_glow_training0
4.35s call     tensor2tensor/layers/area_attention_test.py::AreaAttentionTest::test1DAreaMax
3.32s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_flow_invertibility
0.77s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_coupling_invertibility5
0.77s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_coupling_invertibility4
0.75s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_coupling_invertibility3
0.72s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_coupling_invertibility1
0.72s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_coupling_invertibility2
0.68s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_coupling_invertibility0
0.35s call     tensor2tensor/layers/transformer_memory_test.py::TransformerMemoryTest::testLoss
0.34s call     tensor2tensor/layers/area_attention_test.py::AreaAttentionTest::testComputeAreaFeatures2D
0.22s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testTransformerDecoderLayersGlobal
0.21s call     tensor2tensor/layers/area_attention_test.py::AreaAttentionTest::testComputeAreaFeatures1D
0.19s call     tensor2tensor/layers/transformer_memory_test.py::TransformerMemoryTest::testWrite
0.16s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_multi_1x1_invertibility0
0.16s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_multi_1x1_invertibility1
0.11s call     tensor2tensor/layers/transformer_memory_test.py::TransformerMemoryTest::testReset
0.10s call     tensor2tensor/layers/transformer_memory_test.py::TransformerMemoryTest::testRead
0.09s call     tensor2tensor/layers/transformer_glow_layers_ops_test.py::TransformerFlowOpsTest::test_dense_weightnorm
0.08s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_actnorm
0.08s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_actnorm_invertibility
0.04s call     tensor2tensor/layers/transformer_glow_layers_test.py::TransformerGlowLayersTest::test_split
0.03s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testCreateOutputTrainMode1
0.03s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testPostProcessImageInferMode1
0.02s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testCreateOutputTrainMode0
0.02s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testPostProcessImageInferMode0
0.02s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testPostProcessImageTrainMode1
0.02s call     tensor2tensor/layers/common_image_attention_test.py::CommonImageAttentionTest::testPostProcessImageTrainMode0
113.05s call     tensor2tensor/models/video/emily_test.py::NextFrameTest::testEmily
94.06s call     tensor2tensor/models/video/savp_test.py::NextFrameTest::testSavpVAE
93.62s call     tensor2tensor/models/video/basic_recurrent_test.py::NextFrameTest::testBasicDeterministic
39.50s call     tensor2tensor/models/video/savp_test.py::NextFrameTest::testSavpGAN
34.93s call     tensor2tensor/models/video/basic_stochastic_test.py::NextFrameTest::testBasicStochastic
30.89s call     tensor2tensor/models/video/basic_deterministic_test.py::NextFrameTest::testBasicDeterministic
30.63s call     tensor2tensor/models/video/sv2p_test.py::NextFrameTest::testSv2pTwoFrames
25.54s call     tensor2tensor/models/video/sv2p_test.py::NextFrameTest::testSv2pWithActions
25.53s call     tensor2tensor/models/video/sv2p_test.py::NextFrameTest::testSv2pWithActionsAndRewards
25.08s call     tensor2tensor/models/video/sv2p_test.py::NextFrameTest::testSv2pWithActionsAndRewardsExternalLoss
24.19s call     tensor2tensor/models/basic_test.py::BasicTest::testBasicFcRelu
23.28s call     tensor2tensor/models/video/sv2p_test.py::NextFrameTest::testSv2p
21.41s call     tensor2tensor/models/image_transformer_2d_test.py::Img2imgTransformerTest::testImg2imgTransformer
18.25s call     tensor2tensor/models/bytenet_test.py::ByteNetTest::testByteNet
17.94s call     tensor2tensor/models/transformer_test.py::TransformerTest::testBeamVsFast
15.04s call     tensor2tensor/models/video/savp_test.py::NextFrameTest::testSavpGANVAE
12.06s call     tensor2tensor/models/transformer_test.py::TransformerTest::testLibrispeechSlowVsFast
10.51s call     tensor2tensor/models/transformer_test.py::TransformerTest::testSlowVsFast
10.29s call     tensor2tensor/models/transformer_test.py::TransformerTest::testGreedySlowTPUVsNonTPU
10.07s call     tensor2tensor/models/transformer_test.py::TransformerTest::testGreedyTPUSlowVsFast
9.66s call     tensor2tensor/models/transformer_test.py::TransformerTest::testGreedyFastTPUVsNonTPU
9.30s call     tensor2tensor/models/neural_architecture_search/nas_model_test.py::NasSeq2SeqTest::test_nas_seq2seq
6.92s call     tensor2tensor/models/transformer_test.py::TransformerTest::testTransformerWithEncoderDecoderAttentionLoss
6.30s call     tensor2tensor/models/revnet_test.py::RevnetTest::testEndToEnd3D
5.68s call     tensor2tensor/models/revnet_test.py::RevnetTest::testEndToEnd
5.58s call     tensor2tensor/models/mtf_transformer_test.py::MtfTransformerTest::testMtfTransformerDataModelParallel
5.03s call     tensor2tensor/models/transformer_test.py::TransformerScorerTest::testVarNames
4.96s call     tensor2tensor/models/slicenet_test.py::SliceNetTest::testSliceNetImageToText
4.81s call     tensor2tensor/models/resnet_test.py::ResnetTest::testResnetLarge
4.62s call     tensor2tensor/models/transformer_test.py::TransformerTest::testSlowVsFastNoInput
4.43s call     tensor2tensor/models/xception_test.py::XceptionTest::testXceptionLargeImage
4.12s call     tensor2tensor/models/slicenet_test.py::SliceNetTest::testSliceNet
3.76s call     tensor2tensor/models/transformer_test.py::TransformerTest::testTransformerRelative
3.59s call     tensor2tensor/models/revnet_test.py::RevnetTest::testUnit3
3.24s call     tensor2tensor/models/image_transformer_test.py::ImagetransformerTest::testImagetransformerImageTransformerCat
3.17s call     tensor2tensor/models/transformer_test.py::TransformerTest::testBeamDecodeWithRelativeAttention
3.10s call     tensor2tensor/models/transformer_test.py::TransformerTest::testLibrispeechMultihead
3.06s call     tensor2tensor/models/lstm_test.py::LSTMTest::testLSTMSeq2SeqAttention
2.98s call     tensor2tensor/models/mtf_transformer_test.py::MtfTransformerTest::testMtfTransformerModelParallel
2.95s call     tensor2tensor/models/mtf_transformer_test.py::MtfTransformerTest::testMtfTransformerDataParallel
2.89s call     tensor2tensor/models/transformer_test.py::TransformerTest::testTransformer
2.62s call     tensor2tensor/models/mtf_transformer_test.py::MtfTransformerTest::testMtfTransformerEncoderDataModelParallel
2.52s call     tensor2tensor/models/transformer_test.py::TransformerTest::testLibrispeechWithAreaAttention
2.49s call     tensor2tensor/models/transformer_test.py::TransformerTest::testTransformerLibrispeech
2.36s call     tensor2tensor/models/image_transformer_test.py::ImagetransformerTest::testImagetransformerImageTransformerDmol
2.34s call     tensor2tensor/models/image_transformer_2d_test.py::Imagetransformer2dTest::testImagetransformer2d
2.33s call     tensor2tensor/models/lstm_test.py::LSTMTest::testLSTMSeq2seqAttentionBidirectionalEncoder
2.32s call     tensor2tensor/models/neural_architecture_search/nas_model_test.py::NasSeq2SeqTest::test_nas_decoder_resizing_output
1.90s call     tensor2tensor/models/transformer_test.py::TransformerTest::testTransformerWithoutProblem
1.78s call     tensor2tensor/models/mtf_transformer_test.py::MtfTransformerTest::testMtfTransformer
1.71s call     tensor2tensor/models/video/savp_test.py::NextFrameTest::testInvalidVAEGANCombinations
1.67s call     tensor2tensor/models/neural_gpu_test.py::NeuralGPUTest::testNeuralGPU
1.60s call     tensor2tensor/models/transformer_test.py::TransformerScorerTest::testReturnsScores
1.45s call     tensor2tensor/models/lstm_test.py::LSTMTest::testLSTMSeq2Seq
1.39s call     tensor2tensor/models/lstm_test.py::LSTMTest::testLSTMSeq2seqBidirectionalEncoder
1.27s call     tensor2tensor/models/mtf_image_transformer_test.py::MtfImageTransformerTest::testMtfImageTransformerModelParallel
1.12s call     tensor2tensor/models/xception_test.py::XceptionTest::testXceptionSmallImage
1.00s call     tensor2tensor/models/mtf_image_transformer_test.py::MtfImageTransformerTest::testMtfImageTransformerDataParallel
0.67s call     tensor2tensor/models/neural_architecture_search/nas_model_test.py::NasSeq2SeqTest::test_calculate_branching_model_parameters_decoder_resize0
0.64s call     tensor2tensor/models/revnet_test.py::RevnetTest::testUnit3D
0.60s call     tensor2tensor/models/revnet_test.py::RevnetTest::testUnit4
0.60s call     tensor2tensor/models/neural_architecture_search/nas_model_test.py::NasSeq2SeqTest::test_calculate_branching_model_parameters_decoder_resize1
0.59s call     tensor2tensor/models/neural_architecture_search/nas_model_test.py::NasSeq2SeqTest::test_calculate_branching_model_parameters_transformer1
0.56s call     tensor2tensor/models/revnet_test.py::RevnetTest::testUnit2
0.56s call     tensor2tensor/models/revnet_test.py::RevnetTest::testUnit1
0.55s call     tensor2tensor/models/mtf_image_transformer_test.py::MtfImageTransformerTest::testMtfImageTransformer
0.34s call     tensor2tensor/models/neural_architecture_search/nas_model_test.py::NasSeq2SeqTest::test_calculate_branching_model_parameters_transformer0
0.32s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer8
0.31s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer2
0.31s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer5
0.30s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer89
0.25s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer26
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer87
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer3
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer0
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer23
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer77
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer6
0.24s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer86
0.23s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer71
0.23s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer74
0.23s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer68
0.23s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer83
0.23s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer80
0.23s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer20
0.22s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer98
0.22s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer95
0.21s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer92
0.21s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer4
0.20s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer1
0.20s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer88
0.20s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer7
0.18s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer24
0.17s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer36
0.17s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer78
0.17s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer72
0.17s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer69
0.17s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer84
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer35
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer66
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer81
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer8
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer75
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer44
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer92
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer11
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer31
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer56
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer37
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer2
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer49
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer64
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer51
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer57
0.16s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer3
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer96
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer50
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer59
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer45
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer34
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer40
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer58
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer21
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer61
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer32
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer30
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer53
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer5
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer60
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer54
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer38
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer39
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer52
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer55
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer33
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer41
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer62
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer47
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer46
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer65
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer43
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer48
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer63
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer42
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer90
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer4
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer18
0.15s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer6
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer25
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer9
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer93
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer90
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer0
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer12
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer7
0.14s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer91
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer13
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer79
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer10
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer14
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer11
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer16
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer10
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer15
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer17
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer9
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer1
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer73
0.13s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer70
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer76
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer67
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer85
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer82
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer27
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer29
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer22
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer28
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer26
0.12s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer19
0.11s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer97
0.11s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer91
0.11s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer29
0.11s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_encoder_layer94
0.10s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer77
0.10s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer23
0.10s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer101
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer71
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer74
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer89
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer83
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer86
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer80
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer27
0.09s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer98
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer24
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer81
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer87
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer28
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer75
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer37
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer72
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer78
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer69
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer41
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer33
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer34
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer67
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer84
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer38
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer36
0.08s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer35
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer39
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer40
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer95
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer76
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer61
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer21
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer73
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer51
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer99
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer88
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer57
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer62
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer65
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer68
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer25
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer85
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer47
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer82
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer70
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer79
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer59
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer55
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer66
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer60
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer53
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer54
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer64
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer58
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer52
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer63
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer42
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer43
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer44
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer45
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer96
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer56
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer49
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer46
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer50
0.07s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer48
0.06s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer22
0.06s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer93
0.06s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer100
0.06s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer97
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer94
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer20
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer19
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer15
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer17
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer18
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer13
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer12
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer16
0.05s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer14
0.05s call     tensor2tensor/models/revnet_test.py::RevnetTest::testInit3D
0.04s call     tensor2tensor/models/revnet_test.py::RevnetTest::testFinalBlock3D
0.04s call     tensor2tensor/models/revnet_test.py::RevnetTest::testInit
0.04s teardown tensor2tensor/models/video/basic_deterministic_test.py::NextFrameTest::testBasicDeterministic
0.04s teardown tensor2tensor/models/video/basic_recurrent_test.py::NextFrameTest::testBasicDeterministic
0.04s teardown tensor2tensor/models/video/basic_stochastic_test.py::NextFrameTest::testBasicStochastic
0.04s call     tensor2tensor/models/revnet_test.py::RevnetTest::testFinalBlock
0.03s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer32
0.03s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer31
0.03s call     tensor2tensor/models/neural_architecture_search/nas_layers_test.py::LayersTest::test_decoder_layer30
0.02s call     tensor2tensor/models/revnet_test.py::RevnetTest::testH
0.02s call     tensor2tensor/models/revnet_test.py::RevnetTest::testHStride
5.07s call     tensor2tensor/utils/checkpoint_compatibility_test.py::CheckpointCompatibilityTest::testCompatibility
2.20s call     tensor2tensor/utils/multistep_with_adamoptimizer_test.py::MultistepAdamOptimizerTest::testMultistep
2.18s call     tensor2tensor/utils/multistep_optimizer_test.py::MultistepAdamOptimizerTest::testMultistep
0.49s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testTPUBeam
0.47s call     tensor2tensor/utils/data_reader_test.py::DataReaderTest::testLengthFilter
0.36s call     tensor2tensor/utils/yellowfin_test.py::YellowFinTest::testLrMu
0.36s setup    tensor2tensor/utils/metrics_hook_test.py::MetricsHookTest::testEarlyStoppingHook
0.34s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testNotGreedyBeamTwoWithAlpha
0.29s call     tensor2tensor/utils/metrics_hook_test.py::MetricsHookTest::testPlateauOpHook
0.29s call     tensor2tensor/utils/yellowfin_test.py::YellowFinTest::testMeasurement
0.25s call     tensor2tensor/utils/metrics_hook_test.py::MetricsHookTest::testEarlyStoppingHook
0.24s call     tensor2tensor/utils/diet_test.py::DietVarTest::testDiet
0.20s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testStates
0.20s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testStateBeamTwo
0.19s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testNotGreedyBeamTwoWithoutStopEarly
0.18s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testNotGreedyBatchTwoBeamTwoWithAlpha
0.18s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testNotGreedyBeamTwoWithStopEarly
0.18s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testGreedyBatchOne
0.18s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testGreedyWithCornerCase
0.17s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testStatesAfterLoop
0.16s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testPearsonCorrelationCoefficient
0.15s call     tensor2tensor/utils/metrics_hook_test.py::MetricsHookTest::testStop
0.15s call     tensor2tensor/utils/multistep_optimizer_test.py::MultistepAdamOptimizerTest::testResourceVariables
0.13s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testRocAuc
0.13s call     tensor2tensor/utils/multistep_with_adamoptimizer_test.py::MultistepAdamOptimizerTest::testResourceVariables
0.11s call     tensor2tensor/utils/data_reader_test.py::DataReaderTest::testBasicExampleReading
0.10s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testShapes
0.09s call     tensor2tensor/utils/data_reader_test.py::DataReaderTest::testPreprocess
0.08s call     tensor2tensor/utils/expert_utils_test.py::ExpertUtilsTest::testTruncatingDispatcher
0.06s call     tensor2tensor/utils/expert_utils_test.py::ExpertUtilsTest::testPadRemover
0.05s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testNegativeLogPerplexityMasked
0.05s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testNegativeLogPerplexity
0.05s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSigmoidRecallOneHot
0.05s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testMultilabelMatch3
0.05s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSigmoidPrecisionOneHot
0.04s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testWordErrorRateMetric
0.04s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSigmoidCrossEntropyOneHot
0.04s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testAccuracyTopKMetric
0.03s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSigmoidAccuracy
0.03s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSigmoidAccuracyOneHot
0.03s call     tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testComputeTopkScoresAndSeq
0.03s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testTwoClassAccuracyMetric
0.03s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testTwoClassLogLikelihoodVersusOldImplementation
0.03s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSequenceEditDistanceMetric
0.03s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testSequenceAccuracyMetric
0.02s call     tensor2tensor/utils/sari_hook_test.py::SariHookTest::testSariScoreE2E
0.02s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testPrefixAccuracy
0.02s call     tensor2tensor/utils/rouge_test.py::TestRougeMetricsE2E::testRougeLMetricE2E
0.02s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testTwoClassLogLikelihood
0.02s call     tensor2tensor/utils/rouge_test.py::TestRougeMetricsE2E::testRouge2MetricE2E
0.02s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testAccuracyMetric
0.02s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testRMSEMetric
0.01s call     tensor2tensor/utils/metrics_test.py::MetricsTest::testUnpaddedRMSEMetric
9.51s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testExtractRandomVideoPatchten_frames
5.81s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testExtractRandomVideoPatchtwo_frames
4.28s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConvHiddenReluMemoryEfficient
2.99s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testExtractRandomVideoPatchdefault
2.27s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMultiheadAttentionND2
2.21s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testPaddingCrossEntropyFactoredGrad
2.14s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2dSharedOneRow5
1.97s call     tensor2tensor/data_generators/problem_test.py::ProblemTest::testServingInputFnUseTpu
1.51s call     tensor2tensor/layers/latent_layers_test.py::LatentLayersTest::testTransformerAutoencoder
1.30s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testPaddingCrossEntropyFactored
1.10s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMultiheadSelfAttentionMemoryEfficient
0.85s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSpectralNorm
0.66s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2dSharedOneRow4
0.65s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2dSharedOneRow3
0.65s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSubSeparableConvBlock
0.63s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2dSharedOneRow0
0.52s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testShapeMaskedLocalAttentionND2
0.52s call     tensor2tensor/layers/common_layers_test.py::RecomputeTest::testRecompute
0.43s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMultiheadAttentionND1
0.42s setup    tensor2tensor/data_generators/problem_test.py::ProblemTest::testDataFilenames
0.41s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testDiscreteBottleneckVQ
0.37s call     tensor2tensor/layers/ngram_test.py::NGramTest::testNGramLayerOutput
0.34s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSubSeparableConv
0.28s call     tensor2tensor/layers/modalities_test.py::ModalityTest::testSymbolModalityTargets
0.24s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConvBlockDownsample
0.22s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testPadToMultipleND2
0.21s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConvGRU
0.20s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedRelativeLocalAttentionV2AddRelativeValues
0.19s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSRU
0.19s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedRelativeLocalAttentionV2SeqShorterThanBlockLength
0.19s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedRelativeLocalAttentionV2
0.19s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedRelativeLocalAttentionV2SeqShorterThanTwiceBlockLength
0.16s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testDiscreteBottleneckVQCond
0.16s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testBasicLstm
0.14s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2dSharedOneRow2
0.14s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2d
0.13s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelative2dSharedOneRow1
0.13s call     tensor2tensor/data_generators/problem_test.py::ProblemTest::testNoShufflePreprocess
0.13s call     tensor2tensor/utils/t2t_model_test.py::T2TModelTest::testLossSingleWeights
0.13s call     tensor2tensor/data_generators/problem_test.py::ProblemTest::testNoShuffleDeterministic
0.12s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMultiheadAttentionWithLayerCollection
0.12s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDiscretizedMixLogisticLoss
0.11s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDeconvStride2MultiStep
0.11s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConvStride2MultiStep
0.11s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductAttentionRelative
0.10s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSeparableConvBlock
0.10s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testContentMaskedLocalAttentionND
0.10s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnmaskedAttentionLocal2dTpuSimple
0.09s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testGetMemoryRegion
0.09s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testNALUzeros
0.09s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testNALU
0.08s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSampleFromDiscretizedMixLogistic
0.08s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnmaskedAttentionLocal2dTpu
0.08s call     tensor2tensor/layers/ngram_test.py::NGramTest::testNGramLayerShape
0.08s call     tensor2tensor/layers/modalities_test.py::ModalityTest::testSymbolModalityInputs
0.07s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::test2dGather
0.07s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductUnMaskedAttentionRelativeV2
0.07s call     tensor2tensor/layers/common_layers_test.py::FnWithCustomGradTest::testCorrectness
0.07s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRelativeAttentionV2UnmaskedRelativeLargerThanLength
0.07s call     tensor2tensor/layers/common_layers_test.py::FnWithCustomGradTest::testCustomGrad
0.07s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRelativeAttentionV2Unmasked
0.07s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testPadToSameLength
0.07s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testBitToIntZeros
0.06s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConvLSTM
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRelativeAttentionV2UnmaskedSharedRel
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testHardenAttentionWeightssampled_top_k_2
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRelativeAttentionV2
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testHardenAttentionWeightssampled_top_k_default
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testHardenAttentionAllZerossampled_top_k
0.06s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testCycleGANUpsampleConv2dTranspose
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testHardenAttentionAllZeroshard_top_k
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRelativeAttentionV2MaxRelativeLargerThanLength
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testHardenAttentionWeightshard_top_k
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAddTimingSignalsGivenPositionsEquivalent
0.06s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRelativeAttentionV2SharedRel
0.06s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConvBlock
0.06s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testCycleGANUpsampleNnUpsampleConv
0.06s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testCycleGANUpsampleBilinearUpsampleConv
0.05s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testGetVQBottleneck
0.05s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAddPositionalEmbeddingNd2
0.05s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testTopKthIterativeShape
0.05s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testIntToBitZeros
0.05s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testTopKthIterativeValue
0.05s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAddPositionalEmbedding
0.04s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::test2dGatherAndScatterInvertibility
0.04s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testShakeShake
0.04s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSeparableConv
0.04s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAddTimingSignalsGivenPositions
0.04s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAddPositionalEmbeddingNd1
0.04s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testLocalUnmaskedAttention2Dmatching_block_length
0.04s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDenseWithLayerCollection
0.04s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testGetShiftedCenterBlocks
0.04s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testApplyNormBatch
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testNAC
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConv1d
0.03s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testLocalUnmaskedAttention2Ddynamic_batch
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testGroupNorm
0.03s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testGet2dLocalMemory
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testConv
0.03s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testLocalUnmaskedAttention2Dunmatching_block_length
0.03s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testBitToIntOnes
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testApplyNormLayer
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSampleTemperaturePerExample
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testLayerNorm
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testTopk
0.03s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testCombineHeadsND2
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSampleTemperaturePerExampleWithTopK
0.03s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSampleTemperaturePerExampleWithTopK2
0.03s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testNearestNeighbors
0.03s call     tensor2tensor/utils/t2t_model_test.py::T2TModelTest::testSummarizeLosses
0.02s call     tensor2tensor/layers/latent_layers_test.py::LatentLayersTest::testComputeBitsAndNats
0.02s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testVQNearestNeighbors
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testBreakIntoMemoryBlocksND
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMultiheadAttentionND0
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSampleTemperaturePerExampleDynamicBatchSize
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAddPositionalEmbeddingNd0
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::test2dBlockRasterScanMask
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testFlatten4D3D
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testGetLeftRightBlocks
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testAddTimingSignal
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testEmbedding
0.02s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testScheduledSampleCountEnd
0.02s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testScheduledSampleCountMid
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDotProductAttention
0.02s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testScheduledSampleCountStart
0.02s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testIntToBitOnes
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testWeightsMultiProblemAll
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testRightShiftBlockwiseND
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testPutItemAtDecodeStep
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testBiasFuture
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testShiftLeft
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testGetTimingSignal
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testLinearSetLayer
0.02s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testIndexLastDimWithIndices
0.02s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testProjectHidden
0.02s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testDynamicTileAndConcat
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testShapeMaskedLocalAttentionND1
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testCausalAttentionBiasND
0.02s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testSplitAlongWidth
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention2Dbatches
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testSelectBlockForDecodeStep
0.01s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testScheduledSampleProbMid
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testWeightsMultiProblem
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention2Ddynamic_batch
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention2D
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testApplyNormNoam
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention2Dquery_shape
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testBreakIntoBlocksND
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testBELU
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testGetItemAtDecodeStep
0.01s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testScheduledSampleProbEnd
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testBReLU
0.01s call     tensor2tensor/layers/common_video_test.py::CommonVideoTest::testScheduledSampleProbStart
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testExtractblocks
0.01s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testGumbelSoftmaxDiscreteBottleneck
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testPutBackBlocksND
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDmlLoss0
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testSaturatingSigmoid
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDmlLoss2
0.01s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testVQDiscreteBottleneck
0.01s call     tensor2tensor/data_generators/problem_test.py::ProblemTest::testDataFilenames
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDmlLoss1
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testDmlLoss3
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testAttentionBiasLocal
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testPool
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testRavanbakhshSetLayer
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDilatedAttention
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testShapeMaskedLocalAttentionND0
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDilatedAttentionbatches
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDilatedAttentiondynamic_batch
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testDilatedAttentionblock_length
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedDilatedAttentiondynamic_batch
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention1D
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedDilatedAttentionbatches
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedDilatedAttention
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedDilatedAttentionblock_length
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention1Ddynamic_batch
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention1Dbatches
0.01s call     tensor2tensor/layers/common_layers_test.py::CommonLayersTest::testGlobalPool1d
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention1Dblock_length
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testMaskedLocalAttention1Ddepth_v
0.01s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testSliceHiddenOnes
0.01s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testVQDiscreteUnbottlenck
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testLocalUnmaskedAttention1Ddifferent_depth_v
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testLocalUnmaskedAttention1Dunmatching_block_length
0.01s call     tensor2tensor/layers/discretization_test.py::DiscretizationTest::testSliceHiddenZeros
0.01s call     tensor2tensor/layers/common_attention_test.py::CommonAttentionTest::testLocalUnmaskedAttention1Ddynamic_batch
87.60s call     tensor2tensor/utils/trainer_lib_test.py::TrainerLibTest::testExperiment
3.71s call     tensor2tensor/utils/trainer_lib_test.py::TrainerLibTest::testModel
3.59s call     tensor2tensor/utils/trainer_lib_test.py::TrainerLibTest::testMultipleTargetModalities
0.54s setup    tensor2tensor/utils/trainer_lib_test.py::TrainerLibTest::testCreateHparams
0.01s call     tensor2tensor/utils/trainer_lib_test.py::TrainerLibTest::testExperimentWithClass
45.70s call     tensor2tensor/visualization/visualization_test.py::VisualizationTest::test_build_model_beam
7.56s call     tensor2tensor/visualization/visualization_test.py::VisualizationTest::test_get_vis_data_from_string
3.83s call     tensor2tensor/visualization/visualization_test.py::VisualizationTest::test_build_model_greedy
6.98s call     tensor2tensor/data_generators/allen_brain_test.py::TestAllenBrain::test_transformer2d_single_step_e2e
3.08s call     tensor2tensor/data_generators/allen_brain_test.py::TestAllenBrain::test_generate_data_produces_examples_of_correct_shape
1.80s call     tensor2tensor/data_generators/allen_brain_test.py::TestAllenBrain::test_generator_produces_examples
0.22s call     tensor2tensor/data_generators/allen_brain_test.py::TestMockRawData::test_runs
(0.00 durations hidden.  Use -vv to show these durations.)
============== 6 passed, 2 skipped, 24 warnings in 17.57 seconds ===============
set_status
# All other tests not tested above.
# trax tests need C++
# TODO(afrozm): Enable trax tests they currently need GLIBCXX_3.4.21
# Travis Error:
# ImportError: /usr/lib/x86_64-linux-gnu/libstdc++.so.6: version `GLIBCXX_3.4.21' not found (required by /home/travis/virtualenv/python3.6.3/lib/python3.6/site-packages/jaxlib/_pywrap_xla.so)
pytest --disable-warnings \
  --ignore=tensor2tensor/bin/t2t_trainer_test.py \
  --ignore=tensor2tensor/data_generators \
  --ignore=tensor2tensor/envs \
  --ignore=tensor2tensor/layers \
  --ignore=tensor2tensor/models \
  --ignore=tensor2tensor/rl \
  --ignore=tensor2tensor/trax \
  --ignore=tensor2tensor/utils \
  --ignore=tensor2tensor/visualization \
  --deselect=tensor2tensor/utils/beam_search_test.py::BeamSearchTest::testTPUBeam
============================= test session starts ==============================
platform linux -- Python 3.6.7, pytest-4.3.1, py-1.7.0, pluggy-0.8.0
rootdir: /home/travis/build/aryaman4/tensor2tensor, inifile: pytest.ini
plugins: typeguard-2.9.1
collected 4 items                                                              
tensor2tensor/problems_test.py .s                                        [ 50%]
tensor2tensor/metrics/video_conditional_fvd_test.py .s                   [100%]
============================ slowest test durations ============================
(0.00 durations hidden.  Use -vv to show these durations.)
===================== 2 passed, 2 skipped in 1232.63 seconds ======================
