| config: conf/train_lm_transformer.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/lm_train_lm_transformer_en_char | |
| ngpu: 1 | |
| seed: 0 | |
| num_workers: 1 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: null | |
| dist_rank: null | |
| local_rank: 0 | |
| dist_master_addr: null | |
| dist_master_port: null | |
| dist_launcher: null | |
| multiprocessing_distributed: false | |
| unused_parameters: false | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 25 | |
| patience: null | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - valid | |
| - loss | |
| - min | |
| keep_nbest_models: 10 | |
| nbest_averaging_interval: 0 | |
| grad_clip: 5.0 | |
| grad_clip_type: 2.0 | |
| grad_noise: false | |
| accum_grad: 2 | |
| no_forward_run: false | |
| resume: true | |
| train_dtype: float32 | |
| use_amp: false | |
| log_interval: null | |
| use_matplotlib: true | |
| use_tensorboard: true | |
| create_graph_in_tensorboard: false | |
| use_wandb: false | |
| wandb_project: null | |
| wandb_id: null | |
| wandb_entity: null | |
| wandb_name: null | |
| wandb_model_log_interval: -1 | |
| detect_anomaly: false | |
| pretrain_path: null | |
| init_param: [] | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: null | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 350000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/lm_stats_en_char/train/text_shape.char | |
| valid_shape_file: | |
| - exp/lm_stats_en_char/valid/text_shape.char | |
| batch_type: numel | |
| valid_batch_type: null | |
| fold_length: | |
| - 150 | |
| sort_in_batch: descending | |
| sort_batch: descending | |
| multiple_iterator: false | |
| chunk_length: 500 | |
| chunk_shift_ratio: 0.5 | |
| num_cache_chunks: 1024 | |
| chunk_excluded_key_prefixes: [] | |
| train_data_path_and_name_and_type: | |
| - - dump/raw/lm_train.txt | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/org/test_dev93/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| exclude_weight_decay: false | |
| exclude_weight_decay_conf: {} | |
| optim: adam | |
| optim_conf: | |
| lr: 0.001 | |
| scheduler: warmuplr | |
| scheduler_conf: | |
| warmup_steps: 25000 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - <space> | |
| - E | |
| - T | |
| - A | |
| - N | |
| - I | |
| - O | |
| - S | |
| - R | |
| - H | |
| - L | |
| - D | |
| - C | |
| - U | |
| - M | |
| - P | |
| - F | |
| - G | |
| - Y | |
| - W | |
| - B | |
| - V | |
| - K | |
| - . | |
| - X | |
| - '''' | |
| - J | |
| - Q | |
| - Z | |
| - <NOISE> | |
| - ',' | |
| - '-' | |
| - '"' | |
| - '*' | |
| - ':' | |
| - ( | |
| - ) | |
| - '?' | |
| - '!' | |
| - '&' | |
| - ; | |
| - '1' | |
| - '2' | |
| - '0' | |
| - / | |
| - $ | |
| - '{' | |
| - '}' | |
| - '8' | |
| - '9' | |
| - '6' | |
| - '3' | |
| - '5' | |
| - '7' | |
| - '4' | |
| - '~' | |
| - '`' | |
| - _ | |
| - <*IN*> | |
| - <*MR.*> | |
| - \ | |
| - ^ | |
| - <sos/eos> | |
| init: null | |
| model_conf: | |
| ignore_id: 0 | |
| use_preprocessor: true | |
| token_type: char | |
| bpemodel: null | |
| non_linguistic_symbols: data/nlsyms.txt | |
| cleaner: null | |
| g2p: null | |
| lm: transformer | |
| lm_conf: | |
| pos_enc: null | |
| embed_unit: 128 | |
| att_unit: 512 | |
| head: 8 | |
| unit: 2048 | |
| layer: 16 | |
| dropout_rate: 0.1 | |
| required: | |
| - output_dir | |
| - token_list | |
| version: '202304' | |
| distributed: false | |