File size: 3,651 Bytes
5cea0bf ddfb247 5cea0bf ddfb247 5cea0bf ddfb247 5cea0bf ddfb247 5cea0bf ddfb247 5cea0bf ddfb247 5cea0bf ddfb247 5cea0bf | 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 | {
"best_global_step": 264,
"best_metric": 0.4363076388835907,
"best_model_checkpoint": "bert_base_km_20_v1_sst2/checkpoint-264",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1584,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 6.855026721954346,
"learning_rate": 4.9e-05,
"loss": 0.4071,
"step": 264
},
{
"epoch": 1.0,
"eval_accuracy": 0.8084862385321101,
"eval_loss": 0.4363076388835907,
"eval_runtime": 0.5669,
"eval_samples_per_second": 1538.269,
"eval_steps_per_second": 7.056,
"step": 264
},
{
"epoch": 2.0,
"grad_norm": 5.597779750823975,
"learning_rate": 4.8e-05,
"loss": 0.2234,
"step": 528
},
{
"epoch": 2.0,
"eval_accuracy": 0.8027522935779816,
"eval_loss": 0.5351740121841431,
"eval_runtime": 0.5619,
"eval_samples_per_second": 1551.884,
"eval_steps_per_second": 7.119,
"step": 528
},
{
"epoch": 3.0,
"grad_norm": 6.781604766845703,
"learning_rate": 4.7e-05,
"loss": 0.1578,
"step": 792
},
{
"epoch": 3.0,
"eval_accuracy": 0.7981651376146789,
"eval_loss": 0.7095787525177002,
"eval_runtime": 0.5629,
"eval_samples_per_second": 1549.196,
"eval_steps_per_second": 7.106,
"step": 792
},
{
"epoch": 4.0,
"grad_norm": 7.563427448272705,
"learning_rate": 4.600000000000001e-05,
"loss": 0.1145,
"step": 1056
},
{
"epoch": 4.0,
"eval_accuracy": 0.7981651376146789,
"eval_loss": 0.5919294953346252,
"eval_runtime": 0.5621,
"eval_samples_per_second": 1551.216,
"eval_steps_per_second": 7.116,
"step": 1056
},
{
"epoch": 5.0,
"grad_norm": 7.101842880249023,
"learning_rate": 4.5e-05,
"loss": 0.0841,
"step": 1320
},
{
"epoch": 5.0,
"eval_accuracy": 0.783256880733945,
"eval_loss": 0.7547828555107117,
"eval_runtime": 0.5846,
"eval_samples_per_second": 1491.658,
"eval_steps_per_second": 6.842,
"step": 1320
},
{
"epoch": 6.0,
"grad_norm": 6.3622589111328125,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0635,
"step": 1584
},
{
"epoch": 6.0,
"eval_accuracy": 0.7798165137614679,
"eval_loss": 0.901915967464447,
"eval_runtime": 0.5612,
"eval_samples_per_second": 1553.681,
"eval_steps_per_second": 7.127,
"step": 1584
},
{
"epoch": 6.0,
"step": 1584,
"total_flos": 5.316079940232192e+16,
"train_loss": 0.17508280758905892,
"train_runtime": 659.8178,
"train_samples_per_second": 5103.606,
"train_steps_per_second": 20.006
}
],
"logging_steps": 1,
"max_steps": 13200,
"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": 5.316079940232192e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|