File size: 4,834 Bytes
aba28c3 | 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": 0.6126338243484497,
"best_model_checkpoint": "tiny_bert_rand_10_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": 0.7733844518661499,
"learning_rate": 4.9e-05,
"loss": 0.6189,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6155545711517334,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.3291,
"eval_samples_per_second": 3169.627,
"eval_steps_per_second": 15.195,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.0032224655151367,
"learning_rate": 4.8e-05,
"loss": 0.6016,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6128833293914795,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.3939,
"eval_samples_per_second": 2647.727,
"eval_steps_per_second": 12.693,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.3006558418273926,
"learning_rate": 4.7e-05,
"loss": 0.5821,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6126338243484497,
"eval_matthews_correlation": 0.03640174058932784,
"eval_runtime": 0.3141,
"eval_samples_per_second": 3320.497,
"eval_steps_per_second": 15.918,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 2.361246347427368,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5453,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6797698736190796,
"eval_loss": 0.6591368317604065,
"eval_matthews_correlation": 0.08682477354041367,
"eval_runtime": 0.3481,
"eval_samples_per_second": 2996.167,
"eval_steps_per_second": 14.363,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 1.5645312070846558,
"learning_rate": 4.5e-05,
"loss": 0.4994,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6701821684837341,
"eval_loss": 0.6550384759902954,
"eval_matthews_correlation": 0.10962781931858787,
"eval_runtime": 0.338,
"eval_samples_per_second": 3085.914,
"eval_steps_per_second": 14.793,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 2.503261089324951,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.4658,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6462128758430481,
"eval_loss": 0.7169947624206543,
"eval_matthews_correlation": 0.10178831079319654,
"eval_runtime": 0.3557,
"eval_samples_per_second": 2932.551,
"eval_steps_per_second": 14.058,
"step": 204
},
{
"epoch": 7.0,
"grad_norm": 3.4820024967193604,
"learning_rate": 4.3e-05,
"loss": 0.4329,
"step": 238
},
{
"epoch": 7.0,
"eval_accuracy": 0.6289549469947815,
"eval_loss": 0.7630059123039246,
"eval_matthews_correlation": 0.08670797170558309,
"eval_runtime": 0.3292,
"eval_samples_per_second": 3167.835,
"eval_steps_per_second": 15.186,
"step": 238
},
{
"epoch": 8.0,
"grad_norm": 3.2115254402160645,
"learning_rate": 4.2e-05,
"loss": 0.4002,
"step": 272
},
{
"epoch": 8.0,
"eval_accuracy": 0.6356663703918457,
"eval_loss": 0.8304768204689026,
"eval_matthews_correlation": 0.07336935024063443,
"eval_runtime": 0.3217,
"eval_samples_per_second": 3242.475,
"eval_steps_per_second": 15.544,
"step": 272
},
{
"epoch": 8.0,
"step": 272,
"total_flos": 1793902531485696.0,
"train_loss": 0.518292974023258,
"train_runtime": 46.429,
"train_samples_per_second": 9208.683,
"train_steps_per_second": 36.615
}
],
"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
}
|