{ "tensorboard_log_dir_dated": "tensorboard/Aug-30_22-14-07", "src_vocab_size": 20000, "tensorboard_log_dir": "tensorboard", "share_vocab": false, "tensorboard": true, "report_every": 100, "transforms": [ "sentencepiece", "filtertoolong" ], "valid_metrics": [ "BLEU" ], "tgt_vocab": "en.eole.vocab", "save_data": "data", "tgt_vocab_size": 20000, "seed": 1234, "n_sample": 0, "src_vocab": "th.eole.vocab", "overwrite": true, "vocab_size_multiple": 8, "training": { "keep_checkpoint": 4, "attention_dropout": [ 0.1 ], "valid_batch_size": 4096, "model_path": "quickmt-th-en-eole-model", "gpu_ranks": [ 0 ], "world_size": 1, "optim": "adamw", "num_workers": 0, "normalization": "tokens", "batch_size_multiple": 8, "accum_count": [ 10 ], "train_steps": 100000, "average_decay": 0.0001, "param_init_method": "xavier_uniform", "batch_size": 8000, "dropout_steps": [ 0 ], "accum_steps": [ 0 ], "prefetch_factor": 32, "bucket_size": 128000, "warmup_steps": 4000, "adam_beta2": 0.998, "batch_type": "tokens", "compute_dtype": "torch.float16", "max_grad_norm": 0.0, "decay_method": "noam", "dropout": [ 0.1 ], "save_checkpoint_steps": 5000, "label_smoothing": 0.1, "valid_steps": 5000, "learning_rate": 2.0 }, "data": { "corpus_1": { "path_align": null, "path_tgt": "train.en", "transforms": [ "sentencepiece", "filtertoolong" ], "path_src": "train.th" }, "valid": { "path_align": null, "path_tgt": "valid.en", "transforms": [ "sentencepiece", "filtertoolong" ], "path_src": "valid.th" } }, "model": { "share_embeddings": false, "position_encoding_type": "SinusoidalInterleaved", "heads": 8, "share_decoder_embeddings": false, "transformer_ff": 4096, "hidden_size": 1024, "architecture": "transformer", "encoder": { "n_positions": null, "position_encoding_type": "SinusoidalInterleaved", "encoder_type": "transformer", "src_word_vec_size": 1024, "heads": 8, "transformer_ff": 4096, "hidden_size": 1024, "layers": 8 }, "embeddings": { "tgt_word_vec_size": 1024, "position_encoding_type": "SinusoidalInterleaved", "word_vec_size": 1024, "src_word_vec_size": 1024 }, "decoder": { "n_positions": null, "tgt_word_vec_size": 1024, "position_encoding_type": "SinusoidalInterleaved", "heads": 8, "decoder_type": "transformer", "transformer_ff": 4096, "hidden_size": 1024, "layers": 2 } }, "transforms_configs": { "filtertoolong": { "tgt_seq_length": 256, "src_seq_length": 256 }, "sentencepiece": { "tgt_subword_model": "${MODEL_PATH}/en.spm.model", "src_subword_model": "${MODEL_PATH}/th.spm.model" } } }