File size: 4,840 Bytes
ecc70fc | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 | {
"best_global_step": 102,
"best_metric": 0.6063849329948425,
"best_model_checkpoint": "tiny_bert_rand_5_v1_cola/checkpoint-102",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 272,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.6819305419921875,
"learning_rate": 4.9e-05,
"loss": 0.6164,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6149048209190369,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.3251,
"eval_samples_per_second": 3208.519,
"eval_steps_per_second": 15.381,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 0.9399971961975098,
"learning_rate": 4.8e-05,
"loss": 0.5989,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.690316379070282,
"eval_loss": 0.6078919172286987,
"eval_matthews_correlation": -0.020702674026557004,
"eval_runtime": 0.3619,
"eval_samples_per_second": 2881.667,
"eval_steps_per_second": 13.814,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.3664435148239136,
"learning_rate": 4.7e-05,
"loss": 0.5773,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6960690021514893,
"eval_loss": 0.6063849329948425,
"eval_matthews_correlation": 0.09519669889219669,
"eval_runtime": 0.3433,
"eval_samples_per_second": 3038.365,
"eval_steps_per_second": 14.566,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 1.886993646621704,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5337,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6586769223213196,
"eval_loss": 0.6350516676902771,
"eval_matthews_correlation": 0.09572663020444179,
"eval_runtime": 0.3458,
"eval_samples_per_second": 3015.779,
"eval_steps_per_second": 14.457,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 2.374640941619873,
"learning_rate": 4.5e-05,
"loss": 0.4901,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.668264627456665,
"eval_loss": 0.6574270725250244,
"eval_matthews_correlation": 0.11042882140267563,
"eval_runtime": 0.328,
"eval_samples_per_second": 3180.358,
"eval_steps_per_second": 15.246,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 2.690762519836426,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.4479,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6500479578971863,
"eval_loss": 0.7044727206230164,
"eval_matthews_correlation": 0.10229268006391969,
"eval_runtime": 0.347,
"eval_samples_per_second": 3005.988,
"eval_steps_per_second": 14.41,
"step": 204
},
{
"epoch": 7.0,
"grad_norm": 2.9503836631774902,
"learning_rate": 4.3e-05,
"loss": 0.4082,
"step": 238
},
{
"epoch": 7.0,
"eval_accuracy": 0.638542652130127,
"eval_loss": 0.7738865613937378,
"eval_matthews_correlation": 0.09957638832100865,
"eval_runtime": 0.3283,
"eval_samples_per_second": 3177.048,
"eval_steps_per_second": 15.23,
"step": 238
},
{
"epoch": 8.0,
"grad_norm": 3.268338203430176,
"learning_rate": 4.2e-05,
"loss": 0.3751,
"step": 272
},
{
"epoch": 8.0,
"eval_accuracy": 0.640460193157196,
"eval_loss": 0.7742392420768738,
"eval_matthews_correlation": 0.11531200369997101,
"eval_runtime": 0.3792,
"eval_samples_per_second": 2750.304,
"eval_steps_per_second": 13.185,
"step": 272
},
{
"epoch": 8.0,
"step": 272,
"total_flos": 1793902531485696.0,
"train_loss": 0.505933586288901,
"train_runtime": 46.78,
"train_samples_per_second": 9139.594,
"train_steps_per_second": 36.34
}
],
"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": 1793902531485696.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|