Muffins987's picture
Training in progress, epoch 1
0dad63a
raw
history blame
No virus
5.28 kB
{
"best_metric": 0.7430530679085001,
"best_model_checkpoint": "bertbase-uncased-2-actual/checkpoint-20000",
"epoch": 1.0,
"global_step": 20000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 9.751e-06,
"loss": 0.6643,
"step": 500
},
{
"epoch": 0.05,
"learning_rate": 9.501000000000001e-06,
"loss": 0.6215,
"step": 1000
},
{
"epoch": 0.07,
"learning_rate": 9.251000000000002e-06,
"loss": 0.6165,
"step": 1500
},
{
"epoch": 0.1,
"learning_rate": 9.0015e-06,
"loss": 0.6052,
"step": 2000
},
{
"epoch": 0.12,
"learning_rate": 8.7515e-06,
"loss": 0.5804,
"step": 2500
},
{
"epoch": 0.15,
"learning_rate": 8.5015e-06,
"loss": 0.5753,
"step": 3000
},
{
"epoch": 0.17,
"learning_rate": 8.2515e-06,
"loss": 0.601,
"step": 3500
},
{
"epoch": 0.2,
"learning_rate": 8.001500000000001e-06,
"loss": 0.5831,
"step": 4000
},
{
"epoch": 0.23,
"learning_rate": 7.7515e-06,
"loss": 0.5854,
"step": 4500
},
{
"epoch": 0.25,
"learning_rate": 7.502e-06,
"loss": 0.5882,
"step": 5000
},
{
"epoch": 0.28,
"learning_rate": 7.252e-06,
"loss": 0.5659,
"step": 5500
},
{
"epoch": 0.3,
"learning_rate": 7.002000000000001e-06,
"loss": 0.564,
"step": 6000
},
{
"epoch": 0.33,
"learning_rate": 6.752000000000001e-06,
"loss": 0.5692,
"step": 6500
},
{
"epoch": 0.35,
"learning_rate": 6.502000000000001e-06,
"loss": 0.5755,
"step": 7000
},
{
"epoch": 0.38,
"learning_rate": 6.2520000000000004e-06,
"loss": 0.5547,
"step": 7500
},
{
"epoch": 0.4,
"learning_rate": 6.002e-06,
"loss": 0.5676,
"step": 8000
},
{
"epoch": 0.42,
"learning_rate": 5.752500000000001e-06,
"loss": 0.5788,
"step": 8500
},
{
"epoch": 0.45,
"learning_rate": 5.5025e-06,
"loss": 0.5486,
"step": 9000
},
{
"epoch": 0.47,
"learning_rate": 5.2525e-06,
"loss": 0.5601,
"step": 9500
},
{
"epoch": 0.5,
"learning_rate": 5.0025e-06,
"loss": 0.5331,
"step": 10000
},
{
"epoch": 0.53,
"learning_rate": 4.752500000000001e-06,
"loss": 0.5659,
"step": 10500
},
{
"epoch": 0.55,
"learning_rate": 4.5025000000000005e-06,
"loss": 0.5652,
"step": 11000
},
{
"epoch": 0.57,
"learning_rate": 4.2525e-06,
"loss": 0.5529,
"step": 11500
},
{
"epoch": 0.6,
"learning_rate": 4.0025e-06,
"loss": 0.5531,
"step": 12000
},
{
"epoch": 0.62,
"learning_rate": 3.7530000000000003e-06,
"loss": 0.5556,
"step": 12500
},
{
"epoch": 0.65,
"learning_rate": 3.503e-06,
"loss": 0.5323,
"step": 13000
},
{
"epoch": 0.68,
"learning_rate": 3.253e-06,
"loss": 0.5809,
"step": 13500
},
{
"epoch": 0.7,
"learning_rate": 3.0030000000000003e-06,
"loss": 0.5367,
"step": 14000
},
{
"epoch": 0.72,
"learning_rate": 2.753e-06,
"loss": 0.5706,
"step": 14500
},
{
"epoch": 0.75,
"learning_rate": 2.5040000000000005e-06,
"loss": 0.5386,
"step": 15000
},
{
"epoch": 0.78,
"learning_rate": 2.254e-06,
"loss": 0.552,
"step": 15500
},
{
"epoch": 0.8,
"learning_rate": 2.004e-06,
"loss": 0.5468,
"step": 16000
},
{
"epoch": 0.82,
"learning_rate": 1.754e-06,
"loss": 0.5546,
"step": 16500
},
{
"epoch": 0.85,
"learning_rate": 1.5045000000000002e-06,
"loss": 0.5495,
"step": 17000
},
{
"epoch": 0.88,
"learning_rate": 1.2545000000000002e-06,
"loss": 0.5439,
"step": 17500
},
{
"epoch": 0.9,
"learning_rate": 1.0045e-06,
"loss": 0.562,
"step": 18000
},
{
"epoch": 0.93,
"learning_rate": 7.545000000000001e-07,
"loss": 0.5589,
"step": 18500
},
{
"epoch": 0.95,
"learning_rate": 5.045000000000001e-07,
"loss": 0.5585,
"step": 19000
},
{
"epoch": 0.97,
"learning_rate": 2.545e-07,
"loss": 0.5288,
"step": 19500
},
{
"epoch": 1.0,
"learning_rate": 4.500000000000001e-09,
"loss": 0.5205,
"step": 20000
},
{
"epoch": 1.0,
"eval_accuracy": 0.74895,
"eval_f1": 0.7430530679085001,
"eval_loss": 0.5389962196350098,
"eval_runtime": 136.8617,
"eval_samples_per_second": 146.133,
"eval_steps_per_second": 36.533,
"step": 20000
}
],
"max_steps": 20000,
"num_train_epochs": 1,
"total_flos": 6597569324250480.0,
"trial_name": null,
"trial_params": null
}