Mutation testing report

Killed 625 out of 3374 mutants
FileTotalKilled% killedSurvived
fairseq/__init__.py060.006
fairseq/pdb.py040.004
fairseq/distributed_utils.py020.002
fairseq/utils.py144630.4332
fairseq/search.py080.008
fairseq/iterative_refinement_generator.py0100.0010
fairseq/options.py1119.0910
fairseq/incremental_decoding_utils.py4580.001
fairseq/legacy_distributed_data_parallel.py040.004
fairseq/file_utils.py21513.3313
fairseq/file_io.py0110.0011
fairseq/checkpoint_utils.py060.006
fairseq/sequence_generator.py0110.0011
fairseq/registry.py111764.716
fairseq/tokenizer.py020.002
fairseq/binarizer.py0120.0012
fairseq/data/transform_eos_dataset.py020.002
fairseq/data/list_dataset.py010.001
fairseq/data/bucket_pad_length_dataset.py010.001
fairseq/data/lru_cache_dataset.py040.004
fairseq/data/monolingual_dataset.py020.002
fairseq/data/mask_tokens_dataset.py030.003
fairseq/data/transform_eos_lang_pair_dataset.py010.001
fairseq/data/concat_sentences_dataset.py020.002
fairseq/data/dictionary.py83423.5326
fairseq/data/language_pair_dataset.py326847.0636
fairseq/data/backtranslation_dataset.py030.003
fairseq/data/subsample_dataset.py030.003
fairseq/data/iterators.py1244.1723
fairseq/data/noising.py070.007
fairseq/data/lm_context_window_dataset.py010.001
fairseq/data/prepend_token_dataset.py010.001
fairseq/data/append_token_dataset.py010.001
fairseq/data/multi_corpus_sampled_dataset.py151978.954
fairseq/data/fairseq_dataset.py020.002
fairseq/data/numel_dataset.py010.001
fairseq/data/base_wrapper_dataset.py030.003
fairseq/data/resampling_dataset.py030.003
fairseq/data/data_utils.py51533.3310
fairseq/data/plasma_utils.py1137.6912
fairseq/data/round_robin_zip_datasets.py010.001
fairseq/data/denoising_dataset.py030.003
fairseq/data/indexed_dataset.py0440.0044
fairseq/data/shorten_dataset.py020.002
fairseq/data/nested_dictionary_dataset.py010.001
fairseq/data/concat_dataset.py040.004
fairseq/data/token_block_dataset.py223956.4117
fairseq/data/legacy/masked_lm_dataset.py020.002
fairseq/data/legacy/masked_lm_dictionary.py020.002
fairseq/data/legacy/block_pair_dataset.py020.002
fairseq/data/audio/raw_audio_dataset.py020.002
fairseq/data/encoders/__init__.py91090.001
fairseq/data/encoders/byte_utils.py2258.0023
fairseq/data/encoders/hf_bert_bpe.py030.003
fairseq/data/encoders/characters.py090.009
fairseq/data/encoders/gpt2_bpe_utils.py020.002
fairseq/data/encoders/sentencepiece_bpe.py030.003
fairseq/data/encoders/space_tokenizer.py020.002
fairseq/data/encoders/hf_byte_bpe.py030.003
fairseq/data/encoders/gpt2_bpe.py070.007
fairseq/data/encoders/fastbpe.py030.003
fairseq/data/encoders/bytes.py050.005
fairseq/data/encoders/subword_nmt_bpe.py030.003
fairseq/data/encoders/moses_tokenizer.py030.003
fairseq/data/encoders/byte_bpe.py040.004
fairseq/data/encoders/nltk_tokenizer.py020.002
fairseq/model_parallel/modules/multihead_attention.py050.005
fairseq/model_parallel/modules/transformer_layer.py020.002
fairseq/model_parallel/modules/transformer_sentence_encoder.py020.002
fairseq/model_parallel/modules/transformer_sentence_encoder_layer.py020.002
fairseq/model_parallel/criterions/__init__.py4850.004
fairseq/model_parallel/criterions/vocab_parallel_cross_entropy.py070.007
fairseq/model_parallel/models/__init__.py71546.678
fairseq/model_parallel/models/transformer_lm.py41428.5710
fairseq/model_parallel/models/transformer.py090.009
fairseq/model_parallel/models/roberta/model.py52123.8116
fairseq/benchmark/dummy_model.py31030.007
fairseq/benchmark/dummy_lm.py0110.0011
fairseq/benchmark/dummy_masked_lm.py0110.0011
fairseq/modules/unfold.py010.001
fairseq/modules/multihead_attention.py050.005
fairseq/modules/downsampled_multihead_attention.py0100.0010
fairseq/modules/lightweight_convolution.py0110.0011
fairseq/modules/transformer_layer.py080.008
fairseq/modules/scalar_bias.py030.003
fairseq/modules/dynamic_convolution.py050.005
fairseq/modules/vggblock.py010.001
fairseq/modules/adaptive_input.py010.001
fairseq/modules/adaptive_softmax.py030.003
fairseq/modules/fairseq_dropout.py3742.864
fairseq/modules/gumbel_vector_quantizer.py030.003
fairseq/modules/grad_multiply.py020.002
fairseq/modules/kmeans_vector_quantizer.py030.003
fairseq/modules/character_token_embedder.py080.008
fairseq/modules/cross_entropy.py050.005
fairseq/modules/transformer_sentence_encoder.py010.001
fairseq/modules/positional_embedding.py010.001
fairseq/modules/sinusoidal_positional_embedding.py020.002
fairseq/modules/layer_norm.py050.005
fairseq/modules/conv_tbc.py010.001
fairseq/modules/dynamic_crf_layer.py030.003
fairseq/modules/linearized_convolution.py030.003
fairseq/optim/__init__.py81080.002
fairseq/optim/fused_lamb.py050.005
fairseq/optim/sgd.py050.005
fairseq/optim/fairseq_optimizer.py080.008
fairseq/optim/fp16_optimizer.py0130.0013
fairseq/optim/adafactor.py080.008
fairseq/optim/nag.py080.008
fairseq/optim/adadelta.py050.005
fairseq/optim/adam.py090.009
fairseq/optim/bmuf.py070.007
fairseq/optim/fused_adam.py070.007
fairseq/optim/adamax.py080.008
fairseq/optim/adagrad.py050.005
fairseq/optim/lr_scheduler/__init__.py81080.002
fairseq/optim/lr_scheduler/triangular_lr_scheduler.py030.003
fairseq/optim/lr_scheduler/reduce_lr_on_plateau.py030.003
fairseq/optim/lr_scheduler/fairseq_lr_scheduler.py010.001
fairseq/optim/lr_scheduler/cosine_lr_scheduler.py030.003
fairseq/optim/lr_scheduler/tri_stage_lr_scheduler.py030.003
fairseq/optim/lr_scheduler/polynomial_decay_schedule.py030.003
fairseq/optim/lr_scheduler/inverse_square_root_schedule.py030.003
fairseq/optim/lr_scheduler/fixed_schedule.py030.003
fairseq/logging/progress_bar.py080.008
fairseq/logging/meters.py0150.0015
fairseq/logging/metrics.py51926.3214
fairseq/tasks/__init__.py193554.2916
fairseq/tasks/sentence_ranking.py1323.1231
fairseq/tasks/masked_lm.py2484.1746
fairseq/tasks/sentence_prediction.py3417.3238
fairseq/tasks/cross_lingual_lm.py1273.7026
fairseq/tasks/semisupervised_translation.py0430.0043
fairseq/tasks/translation_from_pretrained_xlm.py030.003
fairseq/tasks/multilingual_masked_lm.py2464.3544
fairseq/tasks/legacy_masked_lm.py1273.7026
fairseq/tasks/translation_from_pretrained_bart.py21216.6710
fairseq/tasks/translation.py107513.3365
fairseq/tasks/denoising.py0560.0056
fairseq/tasks/multilingual_denoising.py1195.2618
fairseq/tasks/multilingual_translation.py5519.8046
fairseq/tasks/audio_pretraining.py0140.0014
fairseq/tasks/translation_lev.py0120.0012
fairseq/tasks/language_modeling.py4498.1645
fairseq/tasks/fairseq_task.py1195.2618
fairseq/criterions/__init__.py81080.002
fairseq/criterions/sentence_ranking.py060.006
fairseq/criterions/label_smoothed_cross_entropy.py080.008
fairseq/criterions/masked_lm.py050.005
fairseq/criterions/sentence_prediction.py060.006
fairseq/criterions/nat_loss.py0110.0011
fairseq/criterions/adaptive_loss.py060.006
fairseq/criterions/cross_entropy.py060.006
fairseq/criterions/legacy_masked_lm.py080.008
fairseq/criterions/composite_loss.py050.005
fairseq/criterions/binary_cross_entropy.py070.007
fairseq/criterions/label_smoothed_cross_entropy_with_alignment.py060.006
fairseq/criterions/fairseq_criterion.py070.007
fairseq/models/transformer_align.py42020.0016
fairseq/models/__init__.py223857.8916
fairseq/models/lightconv_lm.py1211410.53102
fairseq/models/masked_lm.py126817.6556
fairseq/models/transformer_from_pretrained_xlm.py51827.7813
fairseq/models/fairseq_encoder.py090.009
fairseq/models/distributed_fairseq_model.py040.004
fairseq/models/wav2vec.py1210711.2195
fairseq/models/fconv.py96015.0051
fairseq/models/transformer_lm.py2514617.12121
fairseq/models/model_utils.py050.005
fairseq/models/fairseq_model.py21612.5014
fairseq/models/fconv_lm.py53414.7129
fairseq/models/fairseq_incremental_decoder.py1250.001
fairseq/models/multilingual_transformer.py82334.7815
fairseq/models/fconv_self_att.py4715.6367
fairseq/models/lstm.py16635646.63190
fairseq/models/lightconv.py1413110.69117
fairseq/models/transformer.py2215114.57129
fairseq/models/lstm_lm.py64712.7741
fairseq/models/fairseq_decoder.py030.003
fairseq/models/bart/hub_interface.py090.009
fairseq/models/bart/model.py72924.1422
fairseq/models/nat/levenshtein_transformer.py61931.5813
fairseq/models/nat/insertion_transformer.py124626.0934
fairseq/models/nat/nonautoregressive_transformer.py41428.5710
fairseq/models/nat/iterative_nonautoregressive_transformer.py41330.779
fairseq/models/nat/fairseq_nat_model.py080.008
fairseq/models/nat/cmlm_transformer.py4944.445
fairseq/models/nat/nat_crf_transformer.py3742.864
fairseq/models/huggingface/__init__.py71546.678
fairseq/models/huggingface/hf_gpt2.py62425.0018
fairseq/models/roberta/model_camembert.py070.007
fairseq/models/roberta/model_xlmr.py070.007
fairseq/models/roberta/hub_interface.py060.006
fairseq/models/roberta/model.py98710.3478