File size: 4,832 Bytes
b5faf07 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 | {
"best_global_step": 6136,
"best_metric": 0.7739408016204834,
"best_model_checkpoint": "distilbert_km_5_v2_mnli/checkpoint-6136",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 13806,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.2396316528320312,
"learning_rate": 4.9e-05,
"loss": 0.9748,
"step": 1534
},
{
"epoch": 1.0,
"eval_accuracy": 0.5751400916963831,
"eval_loss": 0.8968575596809387,
"eval_runtime": 4.0906,
"eval_samples_per_second": 2399.419,
"eval_steps_per_second": 9.534,
"step": 1534
},
{
"epoch": 2.0,
"grad_norm": 1.8438777923583984,
"learning_rate": 4.8e-05,
"loss": 0.8527,
"step": 3068
},
{
"epoch": 2.0,
"eval_accuracy": 0.6402445236882323,
"eval_loss": 0.8092689514160156,
"eval_runtime": 3.9266,
"eval_samples_per_second": 2499.636,
"eval_steps_per_second": 9.932,
"step": 3068
},
{
"epoch": 3.0,
"grad_norm": 2.0112054347991943,
"learning_rate": 4.7e-05,
"loss": 0.7526,
"step": 4602
},
{
"epoch": 3.0,
"eval_accuracy": 0.6682628629648497,
"eval_loss": 0.7755393385887146,
"eval_runtime": 3.95,
"eval_samples_per_second": 2484.839,
"eval_steps_per_second": 9.874,
"step": 4602
},
{
"epoch": 4.0,
"grad_norm": 2.4817464351654053,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6686,
"step": 6136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6713194090677534,
"eval_loss": 0.7739408016204834,
"eval_runtime": 3.9266,
"eval_samples_per_second": 2499.601,
"eval_steps_per_second": 9.932,
"step": 6136
},
{
"epoch": 5.0,
"grad_norm": 2.417473316192627,
"learning_rate": 4.5e-05,
"loss": 0.5878,
"step": 7670
},
{
"epoch": 5.0,
"eval_accuracy": 0.6785532348446256,
"eval_loss": 0.7808324694633484,
"eval_runtime": 3.9403,
"eval_samples_per_second": 2490.9,
"eval_steps_per_second": 9.898,
"step": 7670
},
{
"epoch": 6.0,
"grad_norm": 2.7710580825805664,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5109,
"step": 9204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6777381558838512,
"eval_loss": 0.8452056646347046,
"eval_runtime": 3.9333,
"eval_samples_per_second": 2495.368,
"eval_steps_per_second": 9.915,
"step": 9204
},
{
"epoch": 7.0,
"grad_norm": 3.401859760284424,
"learning_rate": 4.3e-05,
"loss": 0.4361,
"step": 10738
},
{
"epoch": 7.0,
"eval_accuracy": 0.6761079979623026,
"eval_loss": 0.893120288848877,
"eval_runtime": 3.9435,
"eval_samples_per_second": 2488.912,
"eval_steps_per_second": 9.89,
"step": 10738
},
{
"epoch": 8.0,
"grad_norm": 3.13527250289917,
"learning_rate": 4.2e-05,
"loss": 0.368,
"step": 12272
},
{
"epoch": 8.0,
"eval_accuracy": 0.6752929190015283,
"eval_loss": 0.9989559054374695,
"eval_runtime": 3.9379,
"eval_samples_per_second": 2492.476,
"eval_steps_per_second": 9.904,
"step": 12272
},
{
"epoch": 9.0,
"grad_norm": 4.258540153503418,
"learning_rate": 4.1e-05,
"loss": 0.3074,
"step": 13806
},
{
"epoch": 9.0,
"eval_accuracy": 0.6691798267957209,
"eval_loss": 1.1551142930984497,
"eval_runtime": 3.9503,
"eval_samples_per_second": 2484.636,
"eval_steps_per_second": 9.873,
"step": 13806
},
{
"epoch": 9.0,
"step": 13806,
"total_flos": 2.340951304214108e+17,
"train_loss": 0.6065415536150213,
"train_runtime": 3244.9194,
"train_samples_per_second": 6051.028,
"train_steps_per_second": 23.637
}
],
"logging_steps": 1,
"max_steps": 76700,
"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": 2.340951304214108e+17,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|