nmt-doc-is-en-2022-10 / train_args.json
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M9 models
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{
"no_progress_bar": true,
"log_interval": 5,
"log_format": "simple",
"tensorboard_logdir": "/data/scratch/haukur/document_translation/tensorboard.logs/is_en.all.wordnoise0.06.fragmentnoise0.06.lr1e-05.dropout0.1.spmalpha0.7.seed228",
"seed": 228,
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"user_dir": "/data/scratch/haukur/document_translation/fairseq_user_dir",
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"all_gather_list_size": 16384,
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"profile": false,
"criterion": "cross_entropy",
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"lr_scheduler": "polynomial_decay",
"tokenizer": null,
"bpe": "sentencepiece",
"scoring": "bleu",
"task": "document_translation_from_pretrained_bart",
"num_workers": 8,
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"train_subset": "train.bible,train.books3,train.europarl_v8,train.iceland_review,train.newscrawl,train.reykjavik_grapevine,train.wikipedia,train.abstracts,train.studentabladid,train.jw300,train.rannsoknarskyrsla_althingis,train.eea,train.books3,train.europarl_v8,train.iceland_review,train.newscrawl,train.reykjavik_grapevine,train.wikipedia",
"valid_subset": "valid.newsdev2021,valid.flores_dev",
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"validate_after_updates": 0,
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"distributed_backend": "nccl",
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"ddp_backend": "no_c10d",
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"distributed_wrapper": "DDP",
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"slowmo_algorithm": "LocalSGD",
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"pipeline_decoder_balance": null,
"pipeline_decoder_devices": null,
"pipeline_checkpoint": "never",
"zero_sharding": "none",
"arch": "mbart_large",
"max_epoch": 0,
"max_update": 30000,
"stop_time_hours": 0,
"clip_norm": 0.1,
"sentence_avg": false,
"update_freq": [
5
],
"lr": [
1e-05
],
"min_lr": -1.0,
"use_bmuf": false,
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"restore_file": "/data/models/ees-ft-mbart25-cont-isen/checkpoint_2_4600.pt",
"finetune_from_model": null,
"reset_dataloader": true,
"reset_lr_scheduler": true,
"reset_meters": true,
"reset_optimizer": true,
"optimizer_overrides": "{}",
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"keep_interval_updates": 2,
"keep_last_epochs": -1,
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"no_save": false,
"no_epoch_checkpoints": false,
"no_last_checkpoints": false,
"no_save_optimizer_state": false,
"best_checkpoint_metric": "ppl",
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"patience": 10,
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"no_cross_attention": false,
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"sentencepiece_model": "/data/models/mbart25-cont-enis/sentence.bpe.model",
"data": "/data/scratch/haukur/document_translation/data",
"source_lang": "is_IS",
"target_lang": "en_XX",
"load_alignments": false,
"left_pad_source": true,
"left_pad_target": false,
"max_source_positions": 1024,
"max_target_positions": 1024,
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"eval_bleu_args": null,
"eval_bleu_print_samples": false,
"langs": "ar_AR,cs_CZ,de_DE,en_XX,es_XX,et_EE,fi_FI,fr_XX,gu_IN,hi_IN,it_IT,is_IS,ja_XX,kk_KZ,ko_KR,lt_LT,lv_LV,my_MM,ne_NP,nl_XX,ro_RO,ru_RU,si_LK,tr_TR,vi_VN,zh_CN",
"prepend_bos": false,
"max_sentences": 300,
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"fragment_noise_prob": 0.06,
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"layernorm_embedding": true,
"dropout": 0.1,
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"no_seed_provided": false,
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"encoder_embed_dim": 1024,
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"encoder_layers": 12,
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"encoder_learned_pos": true,
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"relu_dropout": 0.0,
"adaptive_softmax_cutoff": null,
"adaptive_softmax_dropout": 0,
"share_decoder_input_output_embed": true,
"share_all_embeddings": true,
"decoder_output_dim": 1024,
"decoder_input_dim": 1024,
"activation_fn": "gelu",
"pooler_activation_fn": "tanh",
"pooler_dropout": 0.0,
"distributed_num_procs": 4,
"activation_dropout": 0.0,
"adaptive_input": false,
"tie_adaptive_weights": false
}