File size: 4,696 Bytes
6be2ae9 |
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 |
{
"best_metric": 0.9119440459110474,
"best_model_checkpoint": "output/fine_tuned/t5-base/MRPC/checkpoint-1035",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 1150,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.7107843137254902,
"eval_combined_score": 0.767068803569332,
"eval_f1": 0.8233532934131738,
"eval_loss": 0.5475682020187378,
"eval_runtime": 1.5083,
"eval_samples_per_second": 270.506,
"eval_steps_per_second": 33.813,
"step": 115
},
{
"epoch": 2.0,
"eval_accuracy": 0.8700980392156863,
"eval_combined_score": 0.8900575085721896,
"eval_f1": 0.9100169779286927,
"eval_loss": 0.35225751996040344,
"eval_runtime": 1.5518,
"eval_samples_per_second": 262.913,
"eval_steps_per_second": 32.864,
"step": 230
},
{
"epoch": 3.0,
"eval_accuracy": 0.8725490196078431,
"eval_combined_score": 0.8923555908850027,
"eval_f1": 0.9121621621621623,
"eval_loss": 0.3623868525028229,
"eval_runtime": 1.5259,
"eval_samples_per_second": 267.39,
"eval_steps_per_second": 33.424,
"step": 345
},
{
"epoch": 4.0,
"eval_accuracy": 0.8774509803921569,
"eval_combined_score": 0.8948658410732715,
"eval_f1": 0.912280701754386,
"eval_loss": 0.36461111903190613,
"eval_runtime": 1.5073,
"eval_samples_per_second": 270.69,
"eval_steps_per_second": 33.836,
"step": 460
},
{
"epoch": 4.3478260869565215,
"grad_norm": 4.906887054443359,
"learning_rate": 2.826086956521739e-05,
"loss": 0.3744,
"step": 500
},
{
"epoch": 5.0,
"eval_accuracy": 0.8946078431372549,
"eval_combined_score": 0.9099126172208014,
"eval_f1": 0.9252173913043479,
"eval_loss": 0.40538841485977173,
"eval_runtime": 1.5339,
"eval_samples_per_second": 265.981,
"eval_steps_per_second": 33.248,
"step": 575
},
{
"epoch": 6.0,
"eval_accuracy": 0.8897058823529411,
"eval_combined_score": 0.9057225063938619,
"eval_f1": 0.9217391304347826,
"eval_loss": 0.46239176392555237,
"eval_runtime": 1.5008,
"eval_samples_per_second": 271.86,
"eval_steps_per_second": 33.982,
"step": 690
},
{
"epoch": 7.0,
"eval_accuracy": 0.8872549019607843,
"eval_combined_score": 0.9042438893365565,
"eval_f1": 0.9212328767123288,
"eval_loss": 0.552967369556427,
"eval_runtime": 0.8648,
"eval_samples_per_second": 471.8,
"eval_steps_per_second": 58.975,
"step": 805
},
{
"epoch": 8.0,
"eval_accuracy": 0.8897058823529411,
"eval_combined_score": 0.9058581404832297,
"eval_f1": 0.9220103986135182,
"eval_loss": 0.5404660701751709,
"eval_runtime": 0.8838,
"eval_samples_per_second": 461.635,
"eval_steps_per_second": 57.704,
"step": 920
},
{
"epoch": 8.695652173913043,
"grad_norm": 13.78760051727295,
"learning_rate": 6.521739130434783e-06,
"loss": 0.0877,
"step": 1000
},
{
"epoch": 9.0,
"eval_accuracy": 0.8970588235294118,
"eval_combined_score": 0.9119440459110474,
"eval_f1": 0.926829268292683,
"eval_loss": 0.5629165768623352,
"eval_runtime": 0.8913,
"eval_samples_per_second": 457.747,
"eval_steps_per_second": 57.218,
"step": 1035
},
{
"epoch": 10.0,
"eval_accuracy": 0.8921568627450981,
"eval_combined_score": 0.9081473968897904,
"eval_f1": 0.9241379310344827,
"eval_loss": 0.5856015086174011,
"eval_runtime": 0.8578,
"eval_samples_per_second": 475.635,
"eval_steps_per_second": 59.454,
"step": 1150
},
{
"epoch": 10.0,
"step": 1150,
"total_flos": 5600824300646400.0,
"train_loss": 0.03282318198162577,
"train_runtime": 93.6204,
"train_samples_per_second": 391.795,
"train_steps_per_second": 12.284
}
],
"logging_steps": 500,
"max_steps": 1150,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5600824300646400.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|