File size: 4,419 Bytes
486784f |
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": null,
"best_model_checkpoint": null,
"epoch": 9.383378016085791,
"eval_steps": 500,
"global_step": 3500,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6661079525947571,
"eval_loss": 0.5971955060958862,
"eval_runtime": 15.5437,
"eval_samples_per_second": 191.91,
"eval_steps_per_second": 12.031,
"step": 373
},
{
"epoch": 1.3404825737265416,
"grad_norm": 10.565417289733887,
"learning_rate": 1.8562171591313335e-05,
"loss": 0.6088,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.68890380859375,
"eval_loss": 0.554870069026947,
"eval_runtime": 20.9818,
"eval_samples_per_second": 142.171,
"eval_steps_per_second": 8.912,
"step": 746
},
{
"epoch": 2.680965147453083,
"grad_norm": 12.369528770446777,
"learning_rate": 1.5688770416187432e-05,
"loss": 0.4913,
"step": 1000
},
{
"epoch": 3.0,
"eval_accuracy": 0.6895742416381836,
"eval_loss": 0.6084151268005371,
"eval_runtime": 21.3765,
"eval_samples_per_second": 139.546,
"eval_steps_per_second": 8.748,
"step": 1119
},
{
"epoch": 4.0,
"eval_accuracy": 0.6959436535835266,
"eval_loss": 0.6611299514770508,
"eval_runtime": 14.7723,
"eval_samples_per_second": 201.931,
"eval_steps_per_second": 12.659,
"step": 1492
},
{
"epoch": 4.021447721179625,
"grad_norm": 14.231189727783203,
"learning_rate": 1.2815369241061527e-05,
"loss": 0.3834,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.7039892673492432,
"eval_loss": 0.6887115240097046,
"eval_runtime": 8.0268,
"eval_samples_per_second": 371.63,
"eval_steps_per_second": 23.297,
"step": 1865
},
{
"epoch": 5.361930294906166,
"grad_norm": 17.718364715576172,
"learning_rate": 9.941968065935624e-06,
"loss": 0.2616,
"step": 2000
},
{
"epoch": 6.0,
"eval_accuracy": 0.7019778490066528,
"eval_loss": 0.7845392227172852,
"eval_runtime": 57.529,
"eval_samples_per_second": 51.852,
"eval_steps_per_second": 3.251,
"step": 2238
},
{
"epoch": 6.702412868632708,
"grad_norm": 17.930471420288086,
"learning_rate": 7.0685668908097215e-06,
"loss": 0.1949,
"step": 2500
},
{
"epoch": 7.0,
"eval_accuracy": 0.6979550719261169,
"eval_loss": 0.8831968307495117,
"eval_runtime": 50.8363,
"eval_samples_per_second": 58.679,
"eval_steps_per_second": 3.678,
"step": 2611
},
{
"epoch": 8.0,
"eval_accuracy": 0.7003017067909241,
"eval_loss": 0.9950036406517029,
"eval_runtime": 50.3735,
"eval_samples_per_second": 59.218,
"eval_steps_per_second": 3.712,
"step": 2984
},
{
"epoch": 8.04289544235925,
"grad_norm": 12.573803901672363,
"learning_rate": 4.1951657156838185e-06,
"loss": 0.1515,
"step": 3000
},
{
"epoch": 9.0,
"eval_accuracy": 0.6962789297103882,
"eval_loss": 1.03825843334198,
"eval_runtime": 58.6383,
"eval_samples_per_second": 50.871,
"eval_steps_per_second": 3.189,
"step": 3357
},
{
"epoch": 9.383378016085791,
"grad_norm": 25.479394912719727,
"learning_rate": 1.3217645405579155e-06,
"loss": 0.1231,
"step": 3500
}
],
"logging_steps": 500,
"max_steps": 3730,
"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": false
},
"attributes": {}
}
},
"total_flos": 5252134618773024.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"learning_rate": 2.1435572766439238e-05,
"per_device_train_batch_size": 32
}
}
|