File size: 1,779 Bytes
4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf 85d6dd6 4ae4baf |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 |
{
"argparse": {
"train_file": "gector/data/train_preprocessed.pt",
"valid_file": "gector/data/valid_preprocessed.pt",
"model_id": "FacebookAI/roberta-base",
"batch_size": 64,
"early_stopper": 8,
"delimeter": "SEPL|||SEPR",
"additional_delimeter": "SEPL__SEPR",
"restore_dir": null,
"restore_vocab": null,
"restore_vocab_official": null,
"save_dir": "drive/MyDrive/outputs/gector_finerio_2",
"max_len": 128,
"n_max_labels": 5000,
"n_epochs": 120,
"p_dropout": 0.0,
"lr": 1e-05,
"cold_lr": 0.001,
"accumulation": 1,
"seed": 10,
"label_smoothing": 0.0,
"n_cold_epochs": 2,
"num_warmup_steps": 500,
"lr_scheduler_type": "constant"
},
"Epoch 0": {
"train_log": {
"loss": 1.2318754469924937,
"accuracy": 0.8693773419270546,
"accuracy_d": 0.9065617248497374
},
"valid_log": {
"loss": 0.7326413327046023,
"accuracy": 0.9032183595892734,
"accuracy_d": 0.9149912717081512,
"message": "The best checkpoint has been updated."
}
},
"Epoch 1": {
"train_log": {
"loss": 0.7989518403518395,
"accuracy": 0.9004265437034962,
"accuracy_d": 0.9163083449087508
},
"valid_log": {
"loss": 0.6305469979008342,
"accuracy": 0.9121792138987825,
"accuracy_d": 0.9216140930282554,
"message": "The best checkpoint has been updated."
}
},
"Epoch 2": {
"train_log": {
"loss": 0.4633254458995465,
"accuracy": 0.9285633912177685,
"accuracy_d": 0.9487528166484311
},
"valid_log": {
"loss": 0.3673441979948801,
"accuracy": 0.9409354758323301,
"accuracy_d": 0.9614676786136385,
"message": "The best checkpoint has been updated."
}
}
} |