File size: 3,638 Bytes
6bb78d3 |
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 |
{
"best_metric": 0.3489038348197937,
"best_model_checkpoint": "bert_tiny_lda_100_v1_book_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": 8.271644592285156,
"learning_rate": 4.9e-05,
"loss": 0.3634,
"step": 264
},
{
"epoch": 1.0,
"eval_accuracy": 0.8555045871559633,
"eval_loss": 0.3489038348197937,
"eval_runtime": 0.277,
"eval_samples_per_second": 3148.234,
"eval_steps_per_second": 14.441,
"step": 264
},
{
"epoch": 2.0,
"grad_norm": 15.306727409362793,
"learning_rate": 4.8e-05,
"loss": 0.2189,
"step": 528
},
{
"epoch": 2.0,
"eval_accuracy": 0.8600917431192661,
"eval_loss": 0.36337217688560486,
"eval_runtime": 0.3273,
"eval_samples_per_second": 2664.447,
"eval_steps_per_second": 12.222,
"step": 528
},
{
"epoch": 3.0,
"grad_norm": 6.631307125091553,
"learning_rate": 4.7e-05,
"loss": 0.1528,
"step": 792
},
{
"epoch": 3.0,
"eval_accuracy": 0.8646788990825688,
"eval_loss": 0.4506845772266388,
"eval_runtime": 0.2825,
"eval_samples_per_second": 3086.85,
"eval_steps_per_second": 14.16,
"step": 792
},
{
"epoch": 4.0,
"grad_norm": 2.8820979595184326,
"learning_rate": 4.600000000000001e-05,
"loss": 0.1199,
"step": 1056
},
{
"epoch": 4.0,
"eval_accuracy": 0.8761467889908257,
"eval_loss": 0.382750540971756,
"eval_runtime": 0.2751,
"eval_samples_per_second": 3169.237,
"eval_steps_per_second": 14.538,
"step": 1056
},
{
"epoch": 5.0,
"grad_norm": 2.706533193588257,
"learning_rate": 4.5e-05,
"loss": 0.094,
"step": 1320
},
{
"epoch": 5.0,
"eval_accuracy": 0.8727064220183486,
"eval_loss": 0.3957236707210541,
"eval_runtime": 0.2958,
"eval_samples_per_second": 2947.786,
"eval_steps_per_second": 13.522,
"step": 1320
},
{
"epoch": 6.0,
"grad_norm": 4.119465351104736,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0742,
"step": 1584
},
{
"epoch": 6.0,
"eval_accuracy": 0.8589449541284404,
"eval_loss": 0.47635790705680847,
"eval_runtime": 0.3084,
"eval_samples_per_second": 2827.358,
"eval_steps_per_second": 12.97,
"step": 1584
},
{
"epoch": 6.0,
"step": 1584,
"total_flos": 1.0596790573590528e+16,
"train_loss": 0.1705179467345729,
"train_runtime": 228.7859,
"train_samples_per_second": 14718.786,
"train_steps_per_second": 57.696
}
],
"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": 1.0596790573590528e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}
|