Index

A

accuracy() (mammoth.utils.Statistics method) add_adapter() (mammoth.modules.layer_stack_decoder.LayerStackDecoder method) (mammoth.modules.layer_stack_encoder.LayerStackEncoder method) advance() (mammoth.translate.DecodeStrategy method) (mammoth.translate.GreedySearch method)

all_gather_stats() (mammoth.utils.Statistics static method) all_gather_stats_list() (mammoth.utils.Statistics static method) amp() (mammoth.utils.Optimizer property) AttentionBridge (class in mammoth.modules.attention_bridge) AverageAttention (class in mammoth.modules.average_attn)

B

backward() (mammoth.utils.Optimizer method) BeamSearch (class in mammoth.translate)

block_ngram_repeats() (mammoth.translate.DecodeStrategy method) bucket_is_empty() (mammoth.inputters.dataloader.LookAheadBucketing method) build_tokenizer() (mammoth.translate.translation_server.ServerModel method)

C

clone_model() (mammoth.translate.translation_server.TranslationServer method) count_parameters() (mammoth.models.NMTModel method) coverage_none() (mammoth.translate.penalties.PenaltyBuilder method)

coverage_summary() (mammoth.translate.penalties.PenaltyBuilder method) coverage_wu() (mammoth.translate.penalties.PenaltyBuilder method) cumulative_average() (mammoth.modules.average_attn.AverageAttention method) cumulative_average_mask() (mammoth.modules.average_attn.AverageAttention method)

D

DecoderBase (class in mammoth.modules.decoder) DecodeStrategy (class in mammoth.translate)

detokenize() (mammoth.translate.translation_server.ServerModel method) do_timeout() (mammoth.translate.translation_server.ServerModel method) DynamicDatasetIter (class in mammoth.inputters.dataloader)

E

elapsed_time() (mammoth.utils.Statistics method) emb_luts() (mammoth.modules.Embeddings property)

Embeddings (class in mammoth.modules) EncoderBase (class in mammoth.modules.encoder) EnsembleModel (class in mammoth.modules.decoder_ensemble)

F

forward() (mammoth.models.NMTModel method) (mammoth.modules.attention_bridge.AttentionBridge method) (mammoth.modules.average_attn.AverageAttention method) (mammoth.modules.Embeddings method) (mammoth.modules.encoder.EncoderBase method) (mammoth.modules.layer_stack_decoder.LayerStackDecoder method) (mammoth.modules.layer_stack_encoder.LayerStackEncoder method) (mammoth.modules.mean_encoder.MeanEncoder method) (mammoth.modules.multi_headed_attn.MultiHeadedAttention method) (mammoth.modules.position_ffn.PositionwiseFeedForward method) (mammoth.modules.transformer_decoder.TransformerDecoder method) (mammoth.modules.transformer_encoder.TransformerEncoder method)

from_opts() (mammoth.inputters.dataloader.DynamicDatasetIter class method) (mammoth.modules.attention_bridge.AttentionBridge class method) (mammoth.modules.decoder.DecoderBase class method) (mammoth.modules.layer_stack_decoder.LayerStackDecoder class method) (mammoth.modules.layer_stack_encoder.LayerStackEncoder class method) (mammoth.modules.mean_encoder.MeanEncoder class method) (mammoth.modules.transformer_encoder.TransformerEncoder class method) (mammoth.utils.Optimizer class method) from_trans_opt() (mammoth.modules.layer_stack_decoder.LayerStackDecoder class method) (mammoth.modules.layer_stack_encoder.LayerStackEncoder class method)

G

get_submodule() (mammoth.modules.layer_stack_decoder.LayerStackDecoder method) (mammoth.modules.layer_stack_encoder.LayerStackEncoder method)

GNMTGlobalScorer (class in mammoth.translate) GreedySearch (class in mammoth.translate)

I

InferenceBatcher (class in mammoth.inputters.dataloader) init_state() (mammoth.modules.layer_stack_decoder.LayerStackDecoder method) initialize() (mammoth.translate.BeamSearch method) (mammoth.translate.DecodeStrategy method) (mammoth.translate.GreedySearch method)

is_empty() (mammoth.inputters.dataloader.LookAheadBucketing method)

L

LayerStackDecoder (class in mammoth.modules.layer_stack_decoder) LayerStackEncoder (class in mammoth.modules.layer_stack_encoder) learning_rate() (mammoth.utils.Optimizer method) length_average() (mammoth.translate.penalties.PenaltyBuilder method) length_none() (mammoth.translate.penalties.PenaltyBuilder method) length_wu() (mammoth.translate.penalties.PenaltyBuilder method)

list_models() (mammoth.translate.translation_server.TranslationServer method) load_model() (mammoth.translate.translation_server.TranslationServer method) load_pretrained_vectors() (mammoth.modules.Embeddings method) log() (mammoth.translate.Translation method) log_tensorboard() (mammoth.utils.Statistics method) LookAheadBucketing (class in mammoth.inputters.dataloader) LossComputeBase (class in mammoth.utils.loss)

M

maybe_convert_align() (mammoth.translate.translation_server.ServerModel method) maybe_detokenize() (mammoth.translate.translation_server.ServerModel method) maybe_detokenize_with_align() (mammoth.translate.translation_server.ServerModel method) maybe_postprocess() (mammoth.translate.translation_server.ServerModel method) maybe_preprocess() (mammoth.translate.translation_server.ServerModel method) maybe_replenish() (mammoth.inputters.dataloader.LookAheadBucketing method)

maybe_tokenize() (mammoth.translate.translation_server.ServerModel method) maybe_update_forbidden_tokens() (mammoth.translate.DecodeStrategy method) maybe_update_target_prefix() (mammoth.translate.DecodeStrategy method) MeanEncoder (class in mammoth.modules.mean_encoder) merge() (mammoth.inputters.vocab.Vocab class method) MultiHeadedAttention (class in mammoth.modules.multi_headed_attn)

N

NMTModel (class in mammoth.models)

O

Optimizer (class in mammoth.utils)

output() (mammoth.utils.Statistics method)

P

ParallelCorpus (class in mammoth.inputters.dataset) parse_opt() (mammoth.translate.translation_server.ServerModel method) PenaltyBuilder (class in mammoth.translate.penalties) PositionwiseFeedForward (class in mammoth.modules.position_ffn)

postprocess() (mammoth.translate.translation_server.ServerModel method) ppl() (mammoth.utils.Statistics method) preload_model() (mammoth.translate.translation_server.TranslationServer method) preprocess() (mammoth.translate.translation_server.ServerModel method)

R

rebuild_seg_packages() (mammoth.translate.translation_server.ServerModel method)

run() (mammoth.translate.translation_server.TranslationServer method)

S

sample_with_temperature() (in module mammoth.translate.greedy_search) ServerModel (class in mammoth.translate.translation_server) ServerModelError

start() (mammoth.translate.translation_server.TranslationServer method) Statistics (class in mammoth.utils) step() (mammoth.utils.Optimizer method)

T

target_prefixing() (mammoth.translate.DecodeStrategy method) Timer (class in mammoth.translate.translation_server) to_gpu() (mammoth.translate.translation_server.ServerModel method) tokenize() (mammoth.translate.translation_server.ServerModel method) tokenizer_marker() (mammoth.translate.translation_server.ServerModel method) train() (mammoth.Trainer method) Trainer (class in mammoth)

training_step() (mammoth.utils.Optimizer property) TransformerDecoder (class in mammoth.modules.transformer_decoder) TransformerEncoder (class in mammoth.modules.transformer_encoder) translate_batch() (mammoth.translate.Translator method) Translation (class in mammoth.translate) TranslationBuilder (class in mammoth.translate) TranslationServer (class in mammoth.translate.translation_server) Translator (class in mammoth.translate)

U

unload_model() (mammoth.translate.translation_server.TranslationServer method) update() (mammoth.utils.Statistics method)

update_finished() (mammoth.translate.DecodeStrategy method) (mammoth.translate.GreedySearch method)

V

validate() (mammoth.Trainer method)

Vocab (class in mammoth.inputters.vocab)

W

word_lut() (mammoth.modules.Embeddings property)

X

xent() (mammoth.utils.Statistics method)

Z

zero_grad() (mammoth.utils.Optimizer method)