wildfire-classifier / trainer_state.json
arnaucas's picture
wildfire_classifier
ee2cc5a
{
"best_metric": 0.23285537958145142,
"best_model_checkpoint": "./fine_tuned_wildfire\\checkpoint-100",
"epoch": 4.0,
"eval_steps": 100,
"global_step": 312,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13,
"learning_rate": 0.00019423076923076924,
"loss": 0.663,
"step": 10
},
{
"epoch": 0.26,
"learning_rate": 0.00018782051282051283,
"loss": 0.2291,
"step": 20
},
{
"epoch": 0.38,
"learning_rate": 0.00018205128205128207,
"loss": 0.2045,
"step": 30
},
{
"epoch": 0.51,
"learning_rate": 0.00017564102564102566,
"loss": 0.3236,
"step": 40
},
{
"epoch": 0.64,
"learning_rate": 0.00016923076923076923,
"loss": 0.2852,
"step": 50
},
{
"epoch": 0.77,
"learning_rate": 0.00016282051282051282,
"loss": 0.2129,
"step": 60
},
{
"epoch": 0.9,
"learning_rate": 0.00015641025641025642,
"loss": 0.2448,
"step": 70
},
{
"epoch": 1.03,
"learning_rate": 0.00015000000000000001,
"loss": 0.2508,
"step": 80
},
{
"epoch": 1.15,
"learning_rate": 0.0001435897435897436,
"loss": 0.1551,
"step": 90
},
{
"epoch": 1.28,
"learning_rate": 0.00013717948717948718,
"loss": 0.1208,
"step": 100
},
{
"epoch": 1.28,
"eval_accuracy": 0.9201520912547528,
"eval_loss": 0.23285537958145142,
"eval_runtime": 50.1675,
"eval_samples_per_second": 5.242,
"eval_steps_per_second": 0.658,
"step": 100
},
{
"epoch": 1.41,
"learning_rate": 0.00013076923076923077,
"loss": 0.087,
"step": 110
},
{
"epoch": 1.54,
"learning_rate": 0.00012435897435897437,
"loss": 0.1733,
"step": 120
},
{
"epoch": 1.67,
"learning_rate": 0.00011794871794871796,
"loss": 0.0241,
"step": 130
},
{
"epoch": 1.79,
"learning_rate": 0.00011153846153846154,
"loss": 0.1283,
"step": 140
},
{
"epoch": 1.92,
"learning_rate": 0.00010512820512820514,
"loss": 0.281,
"step": 150
},
{
"epoch": 2.05,
"learning_rate": 9.871794871794872e-05,
"loss": 0.0491,
"step": 160
},
{
"epoch": 2.18,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0263,
"step": 170
},
{
"epoch": 2.31,
"learning_rate": 8.58974358974359e-05,
"loss": 0.0276,
"step": 180
},
{
"epoch": 2.44,
"learning_rate": 7.948717948717948e-05,
"loss": 0.025,
"step": 190
},
{
"epoch": 2.56,
"learning_rate": 7.307692307692307e-05,
"loss": 0.0261,
"step": 200
},
{
"epoch": 2.56,
"eval_accuracy": 0.9315589353612167,
"eval_loss": 0.2469397932291031,
"eval_runtime": 49.5425,
"eval_samples_per_second": 5.309,
"eval_steps_per_second": 0.666,
"step": 200
},
{
"epoch": 2.69,
"learning_rate": 6.666666666666667e-05,
"loss": 0.0239,
"step": 210
},
{
"epoch": 2.82,
"learning_rate": 6.025641025641026e-05,
"loss": 0.011,
"step": 220
},
{
"epoch": 2.95,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0276,
"step": 230
},
{
"epoch": 3.08,
"learning_rate": 4.7435897435897435e-05,
"loss": 0.0018,
"step": 240
},
{
"epoch": 3.21,
"learning_rate": 4.1025641025641023e-05,
"loss": 0.0013,
"step": 250
},
{
"epoch": 3.33,
"learning_rate": 3.461538461538462e-05,
"loss": 0.0005,
"step": 260
},
{
"epoch": 3.46,
"learning_rate": 2.8205128205128207e-05,
"loss": 0.0174,
"step": 270
},
{
"epoch": 3.59,
"learning_rate": 2.1794871794871795e-05,
"loss": 0.0002,
"step": 280
},
{
"epoch": 3.72,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0003,
"step": 290
},
{
"epoch": 3.85,
"learning_rate": 8.974358974358976e-06,
"loss": 0.0007,
"step": 300
},
{
"epoch": 3.85,
"eval_accuracy": 0.9391634980988594,
"eval_loss": 0.23577481508255005,
"eval_runtime": 49.794,
"eval_samples_per_second": 5.282,
"eval_steps_per_second": 0.663,
"step": 300
},
{
"epoch": 3.97,
"learning_rate": 2.564102564102564e-06,
"loss": 0.0006,
"step": 310
},
{
"epoch": 4.0,
"step": 312,
"total_flos": 1.1324765556186808e+18,
"train_loss": 0.11611736357735936,
"train_runtime": 1202.626,
"train_samples_per_second": 4.121,
"train_steps_per_second": 0.259
}
],
"logging_steps": 10,
"max_steps": 312,
"num_train_epochs": 4,
"save_steps": 100,
"total_flos": 1.1324765556186808e+18,
"trial_name": null,
"trial_params": null
}