File size: 4,238 Bytes
0d1cfd9 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 |
{
"best_global_step": 150,
"best_metric": 8.623494956068987,
"best_model_checkpoint": "./whisper-finetune-small/checkpoint-150",
"epoch": 16.685714285714287,
"eval_steps": 50,
"global_step": 150,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.1142857142857143,
"grad_norm": 13.765691757202148,
"learning_rate": 2.666666666666667e-06,
"loss": 1.0811,
"step": 10
},
{
"epoch": 2.2285714285714286,
"grad_norm": 8.985676765441895,
"learning_rate": 6e-06,
"loss": 0.5649,
"step": 20
},
{
"epoch": 3.342857142857143,
"grad_norm": 4.251060485839844,
"learning_rate": 9.333333333333334e-06,
"loss": 0.255,
"step": 30
},
{
"epoch": 4.457142857142857,
"grad_norm": 5.627696990966797,
"learning_rate": 9.703703703703703e-06,
"loss": 0.1037,
"step": 40
},
{
"epoch": 5.571428571428571,
"grad_norm": 3.0673668384552,
"learning_rate": 9.333333333333334e-06,
"loss": 0.0595,
"step": 50
},
{
"epoch": 5.571428571428571,
"eval_cer": 9.404490725675235,
"eval_loss": 0.2722940146923065,
"eval_model_preparation_time": 0.0054,
"eval_runtime": 44.9214,
"eval_samples_per_second": 1.358,
"eval_steps_per_second": 0.356,
"step": 50
},
{
"epoch": 6.685714285714286,
"grad_norm": 0.43924692273139954,
"learning_rate": 8.962962962962963e-06,
"loss": 0.0276,
"step": 60
},
{
"epoch": 7.8,
"grad_norm": 0.8204056024551392,
"learning_rate": 8.592592592592593e-06,
"loss": 0.0137,
"step": 70
},
{
"epoch": 8.914285714285715,
"grad_norm": 0.2582692801952362,
"learning_rate": 8.222222222222222e-06,
"loss": 0.0099,
"step": 80
},
{
"epoch": 10.0,
"grad_norm": 1.72308349609375,
"learning_rate": 7.851851851851853e-06,
"loss": 0.0068,
"step": 90
},
{
"epoch": 11.114285714285714,
"grad_norm": 0.21061824262142181,
"learning_rate": 7.481481481481482e-06,
"loss": 0.005,
"step": 100
},
{
"epoch": 11.114285714285714,
"eval_cer": 8.688577936869509,
"eval_loss": 0.27061235904693604,
"eval_model_preparation_time": 0.0054,
"eval_runtime": 41.153,
"eval_samples_per_second": 1.482,
"eval_steps_per_second": 0.389,
"step": 100
},
{
"epoch": 12.228571428571428,
"grad_norm": 0.053500544279813766,
"learning_rate": 7.111111111111112e-06,
"loss": 0.0024,
"step": 110
},
{
"epoch": 13.342857142857143,
"grad_norm": 0.01863274723291397,
"learning_rate": 6.740740740740741e-06,
"loss": 0.0021,
"step": 120
},
{
"epoch": 14.457142857142857,
"grad_norm": 0.12402216345071793,
"learning_rate": 6.370370370370371e-06,
"loss": 0.0016,
"step": 130
},
{
"epoch": 15.571428571428571,
"grad_norm": 0.08812814950942993,
"learning_rate": 6e-06,
"loss": 0.0011,
"step": 140
},
{
"epoch": 16.685714285714287,
"grad_norm": 0.01754395291209221,
"learning_rate": 5.62962962962963e-06,
"loss": 0.0009,
"step": 150
},
{
"epoch": 16.685714285714287,
"eval_cer": 8.623494956068987,
"eval_loss": 0.28332972526550293,
"eval_model_preparation_time": 0.0054,
"eval_runtime": 40.2364,
"eval_samples_per_second": 1.516,
"eval_steps_per_second": 0.398,
"step": 150
}
],
"logging_steps": 10,
"max_steps": 300,
"num_input_tokens_seen": 0,
"num_train_epochs": 38,
"save_steps": 50,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 6.7413549514752e+17,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}
|