File size: 3,120 Bytes
c841dc6 b95d0a1 32cda9a b95d0a1 c841dc6 b95d0a1 c841dc6 32cda9a b95d0a1 c841dc6 b95d0a1 c841dc6 32cda9a b95d0a1 c841dc6 b95d0a1 c841dc6 b95d0a1 32cda9a b95d0a1 32cda9a b95d0a1 32cda9a b95d0a1 32cda9a b95d0a1 32cda9a b95d0a1 32cda9a b95d0a1 c841dc6 b95d0a1 c841dc6 32cda9a c841dc6 32cda9a b95d0a1 c841dc6 |
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 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 |
{
"best_metric": 0.7206650376319885,
"best_model_checkpoint": "./bert-multilingual-sdg-classification/checkpoint-2690",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 2690,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.929368029739777,
"grad_norm": 6.992225646972656,
"learning_rate": 8.316666666666668e-06,
"loss": 2.1122,
"step": 500
},
{
"epoch": 1.0,
"eval_f1": 0.6814140148396195,
"eval_loss": 1.0624698400497437,
"eval_runtime": 10.5752,
"eval_samples_per_second": 813.695,
"eval_steps_per_second": 12.766,
"step": 538
},
{
"epoch": 1.858736059479554,
"grad_norm": 6.2237749099731445,
"learning_rate": 8.090909090909092e-06,
"loss": 0.9564,
"step": 1000
},
{
"epoch": 2.0,
"eval_f1": 0.7685561242660267,
"eval_loss": 0.8072949051856995,
"eval_runtime": 10.5617,
"eval_samples_per_second": 814.737,
"eval_steps_per_second": 12.782,
"step": 1076
},
{
"epoch": 2.7881040892193307,
"grad_norm": 7.1777119636535645,
"learning_rate": 5.698564593301436e-06,
"loss": 0.7652,
"step": 1500
},
{
"epoch": 3.0,
"eval_f1": 0.7885510737037653,
"eval_loss": 0.7433095574378967,
"eval_runtime": 10.6937,
"eval_samples_per_second": 804.676,
"eval_steps_per_second": 12.624,
"step": 1614
},
{
"epoch": 3.717472118959108,
"grad_norm": 7.244228363037109,
"learning_rate": 3.30622009569378e-06,
"loss": 0.6619,
"step": 2000
},
{
"epoch": 4.0,
"eval_f1": 0.7918831109586941,
"eval_loss": 0.726136326789856,
"eval_runtime": 10.5238,
"eval_samples_per_second": 817.671,
"eval_steps_per_second": 12.828,
"step": 2152
},
{
"epoch": 4.646840148698884,
"grad_norm": 5.082164287567139,
"learning_rate": 9.186602870813398e-07,
"loss": 0.6038,
"step": 2500
},
{
"epoch": 5.0,
"eval_f1": 0.7925314519666281,
"eval_loss": 0.7206650376319885,
"eval_runtime": 10.5422,
"eval_samples_per_second": 816.247,
"eval_steps_per_second": 12.806,
"step": 2690
},
{
"epoch": 5.0,
"step": 2690,
"total_flos": 4.52871045169152e+16,
"train_loss": 0.9877658092399512,
"train_runtime": 691.6026,
"train_samples_per_second": 248.842,
"train_steps_per_second": 3.89
}
],
"logging_steps": 500,
"max_steps": 2690,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.52871045169152e+16,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|