File size: 3,652 Bytes
aa015e1 | 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": 0.4194400906562805,
"best_model_checkpoint": "bert_base_km_50_v2_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": 5.911167621612549,
"learning_rate": 4.9e-05,
"loss": 0.4224,
"step": 264
},
{
"epoch": 1.0,
"eval_accuracy": 0.8096330275229358,
"eval_loss": 0.4194400906562805,
"eval_runtime": 0.5637,
"eval_samples_per_second": 1547.008,
"eval_steps_per_second": 7.096,
"step": 264
},
{
"epoch": 2.0,
"grad_norm": 7.654995441436768,
"learning_rate": 4.8e-05,
"loss": 0.2319,
"step": 528
},
{
"epoch": 2.0,
"eval_accuracy": 0.8119266055045872,
"eval_loss": 0.49020224809646606,
"eval_runtime": 0.5809,
"eval_samples_per_second": 1501.103,
"eval_steps_per_second": 6.886,
"step": 528
},
{
"epoch": 3.0,
"grad_norm": 4.036953449249268,
"learning_rate": 4.7e-05,
"loss": 0.1678,
"step": 792
},
{
"epoch": 3.0,
"eval_accuracy": 0.7993119266055045,
"eval_loss": 0.6837111711502075,
"eval_runtime": 0.5879,
"eval_samples_per_second": 1483.323,
"eval_steps_per_second": 6.804,
"step": 792
},
{
"epoch": 4.0,
"grad_norm": 3.281073808670044,
"learning_rate": 4.600000000000001e-05,
"loss": 0.1273,
"step": 1056
},
{
"epoch": 4.0,
"eval_accuracy": 0.8004587155963303,
"eval_loss": 0.6079096794128418,
"eval_runtime": 0.5653,
"eval_samples_per_second": 1542.593,
"eval_steps_per_second": 7.076,
"step": 1056
},
{
"epoch": 5.0,
"grad_norm": 11.367756843566895,
"learning_rate": 4.5e-05,
"loss": 0.099,
"step": 1320
},
{
"epoch": 5.0,
"eval_accuracy": 0.7924311926605505,
"eval_loss": 0.6167923212051392,
"eval_runtime": 0.5695,
"eval_samples_per_second": 1531.084,
"eval_steps_per_second": 7.023,
"step": 1320
},
{
"epoch": 6.0,
"grad_norm": 5.729939937591553,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0746,
"step": 1584
},
{
"epoch": 6.0,
"eval_accuracy": 0.7958715596330275,
"eval_loss": 0.8099145293235779,
"eval_runtime": 0.5645,
"eval_samples_per_second": 1544.861,
"eval_steps_per_second": 7.087,
"step": 1584
},
{
"epoch": 6.0,
"step": 1584,
"total_flos": 5.316079940232192e+16,
"train_loss": 0.1871600572508995,
"train_runtime": 662.1873,
"train_samples_per_second": 5085.344,
"train_steps_per_second": 19.934
}
],
"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
}
|