File size: 3,952 Bytes
8460073 c987396 8460073 c987396 8460073 c987396 8460073 c987396 8460073 c987396 8460073 c987396 8460073 c987396 8460073 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 | {
"best_global_step": 34,
"best_metric": 0.6174131631851196,
"best_model_checkpoint": "bert_base_km_100_v2_cola/checkpoint-34",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 204,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.0261465311050415,
"learning_rate": 4.9e-05,
"loss": 0.6144,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6174131631851196,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.7028,
"eval_samples_per_second": 1484.052,
"eval_steps_per_second": 7.114,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.3109371662139893,
"learning_rate": 4.8e-05,
"loss": 0.5971,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6221110224723816,
"eval_matthews_correlation": 0.0407377624184135,
"eval_runtime": 0.6706,
"eval_samples_per_second": 1555.339,
"eval_steps_per_second": 7.456,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.4791219234466553,
"learning_rate": 4.7e-05,
"loss": 0.566,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6272724270820618,
"eval_matthews_correlation": 0.10408991954989681,
"eval_runtime": 0.6992,
"eval_samples_per_second": 1491.723,
"eval_steps_per_second": 7.151,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 1.8909639120101929,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5216,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6586769223213196,
"eval_loss": 0.6421565413475037,
"eval_matthews_correlation": 0.059532501362631704,
"eval_runtime": 0.7216,
"eval_samples_per_second": 1445.336,
"eval_steps_per_second": 6.929,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 2.429867744445801,
"learning_rate": 4.5e-05,
"loss": 0.4534,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6673058271408081,
"eval_loss": 0.69119793176651,
"eval_matthews_correlation": 0.0983454308058509,
"eval_runtime": 0.6941,
"eval_samples_per_second": 1502.723,
"eval_steps_per_second": 7.204,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 3.0815577507019043,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3795,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6442952752113342,
"eval_loss": 0.7572374939918518,
"eval_matthews_correlation": 0.11568542956406423,
"eval_runtime": 0.6699,
"eval_samples_per_second": 1557.023,
"eval_steps_per_second": 7.464,
"step": 204
},
{
"epoch": 6.0,
"step": 204,
"total_flos": 6749587903150080.0,
"train_loss": 0.5219797807581285,
"train_runtime": 102.6789,
"train_samples_per_second": 4163.951,
"train_steps_per_second": 16.556
}
],
"logging_steps": 1,
"max_steps": 1700,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6749587903150080.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|