File size: 4,733 Bytes
d029fc6 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 |
{
"best_metric": 2.283433198928833,
"best_model_checkpoint": "distilbert_lda_100_v1_stsb/checkpoint-69",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 184,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 4.36644172668457,
"learning_rate": 0.00098,
"loss": 5.2042,
"step": 23
},
{
"epoch": 1.0,
"eval_combined_score": NaN,
"eval_loss": 2.2958452701568604,
"eval_pearson": NaN,
"eval_runtime": 0.6458,
"eval_samples_per_second": 2322.538,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.29,
"step": 23
},
{
"epoch": 2.0,
"grad_norm": 3.7728922367095947,
"learning_rate": 0.00096,
"loss": 2.2241,
"step": 46
},
{
"epoch": 2.0,
"eval_combined_score": NaN,
"eval_loss": 2.8777623176574707,
"eval_pearson": NaN,
"eval_runtime": 0.641,
"eval_samples_per_second": 2339.956,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.36,
"step": 46
},
{
"epoch": 3.0,
"grad_norm": 3.375149965286255,
"learning_rate": 0.00094,
"loss": 2.1945,
"step": 69
},
{
"epoch": 3.0,
"eval_combined_score": NaN,
"eval_loss": 2.283433198928833,
"eval_pearson": NaN,
"eval_runtime": 0.6368,
"eval_samples_per_second": 2355.423,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.422,
"step": 69
},
{
"epoch": 4.0,
"grad_norm": 18.793352127075195,
"learning_rate": 0.00092,
"loss": 2.2493,
"step": 92
},
{
"epoch": 4.0,
"eval_combined_score": NaN,
"eval_loss": 2.3354201316833496,
"eval_pearson": NaN,
"eval_runtime": 0.6344,
"eval_samples_per_second": 2364.427,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.458,
"step": 92
},
{
"epoch": 5.0,
"grad_norm": 17.609710693359375,
"learning_rate": 0.0009000000000000001,
"loss": 2.2051,
"step": 115
},
{
"epoch": 5.0,
"eval_combined_score": NaN,
"eval_loss": 2.5273873805999756,
"eval_pearson": NaN,
"eval_runtime": 0.6294,
"eval_samples_per_second": 2383.05,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.532,
"step": 115
},
{
"epoch": 6.0,
"grad_norm": 4.918025016784668,
"learning_rate": 0.00088,
"loss": 2.1982,
"step": 138
},
{
"epoch": 6.0,
"eval_combined_score": NaN,
"eval_loss": 2.3758695125579834,
"eval_pearson": NaN,
"eval_runtime": 0.6533,
"eval_samples_per_second": 2296.056,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.184,
"step": 138
},
{
"epoch": 7.0,
"grad_norm": 24.767385482788086,
"learning_rate": 0.00086,
"loss": 2.1983,
"step": 161
},
{
"epoch": 7.0,
"eval_combined_score": NaN,
"eval_loss": 2.8532462120056152,
"eval_pearson": NaN,
"eval_runtime": 0.6508,
"eval_samples_per_second": 2304.905,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.22,
"step": 161
},
{
"epoch": 8.0,
"grad_norm": 9.223726272583008,
"learning_rate": 0.00084,
"loss": 2.1885,
"step": 184
},
{
"epoch": 8.0,
"eval_combined_score": NaN,
"eval_loss": 2.7600629329681396,
"eval_pearson": NaN,
"eval_runtime": 0.6498,
"eval_samples_per_second": 2308.561,
"eval_spearmanr": NaN,
"eval_steps_per_second": 9.234,
"step": 184
},
{
"epoch": 8.0,
"step": 184,
"total_flos": 3046165974478848.0,
"train_loss": 2.5827721512835957,
"train_runtime": 60.8667,
"train_samples_per_second": 4722.617,
"train_steps_per_second": 18.894
}
],
"logging_steps": 1,
"max_steps": 1150,
"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": 3046165974478848.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|