Floriankidev's picture
End of training
fc25c1e verified
raw
history blame
No virus
6.13 kB
{
"best_metric": 0.62025,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-281",
"epoch": 0.9991111111111111,
"eval_steps": 500,
"global_step": 281,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.035555555555555556,
"grad_norm": 7.3984904289245605,
"learning_rate": 1.7241379310344828e-05,
"loss": 2.7474,
"step": 10
},
{
"epoch": 0.07111111111111111,
"grad_norm": 7.859865188598633,
"learning_rate": 3.4482758620689657e-05,
"loss": 2.6199,
"step": 20
},
{
"epoch": 0.10666666666666667,
"grad_norm": 21.349201202392578,
"learning_rate": 4.9801587301587306e-05,
"loss": 2.2658,
"step": 30
},
{
"epoch": 0.14222222222222222,
"grad_norm": 23.123310089111328,
"learning_rate": 4.781746031746032e-05,
"loss": 2.0242,
"step": 40
},
{
"epoch": 0.17777777777777778,
"grad_norm": 10.755074501037598,
"learning_rate": 4.5833333333333334e-05,
"loss": 1.866,
"step": 50
},
{
"epoch": 0.21333333333333335,
"grad_norm": 9.822580337524414,
"learning_rate": 4.384920634920635e-05,
"loss": 1.7276,
"step": 60
},
{
"epoch": 0.24888888888888888,
"grad_norm": 11.387887001037598,
"learning_rate": 4.186507936507937e-05,
"loss": 1.6602,
"step": 70
},
{
"epoch": 0.28444444444444444,
"grad_norm": 11.359118461608887,
"learning_rate": 3.9880952380952386e-05,
"loss": 1.6713,
"step": 80
},
{
"epoch": 0.32,
"grad_norm": 10.438748359680176,
"learning_rate": 3.7896825396825396e-05,
"loss": 1.6469,
"step": 90
},
{
"epoch": 0.35555555555555557,
"grad_norm": 10.260947227478027,
"learning_rate": 3.591269841269841e-05,
"loss": 1.5134,
"step": 100
},
{
"epoch": 0.39111111111111113,
"grad_norm": 8.524605751037598,
"learning_rate": 3.392857142857143e-05,
"loss": 1.5694,
"step": 110
},
{
"epoch": 0.4266666666666667,
"grad_norm": 10.703609466552734,
"learning_rate": 3.194444444444444e-05,
"loss": 1.597,
"step": 120
},
{
"epoch": 0.4622222222222222,
"grad_norm": 10.19986629486084,
"learning_rate": 2.996031746031746e-05,
"loss": 1.4785,
"step": 130
},
{
"epoch": 0.49777777777777776,
"grad_norm": 9.872143745422363,
"learning_rate": 2.797619047619048e-05,
"loss": 1.4853,
"step": 140
},
{
"epoch": 0.5333333333333333,
"grad_norm": 8.166397094726562,
"learning_rate": 2.5992063492063496e-05,
"loss": 1.4354,
"step": 150
},
{
"epoch": 0.5688888888888889,
"grad_norm": 12.244831085205078,
"learning_rate": 2.400793650793651e-05,
"loss": 1.5286,
"step": 160
},
{
"epoch": 0.6044444444444445,
"grad_norm": 9.033407211303711,
"learning_rate": 2.2023809523809524e-05,
"loss": 1.3584,
"step": 170
},
{
"epoch": 0.64,
"grad_norm": 7.281382083892822,
"learning_rate": 2.003968253968254e-05,
"loss": 1.4626,
"step": 180
},
{
"epoch": 0.6755555555555556,
"grad_norm": 7.3251519203186035,
"learning_rate": 1.8055555555555555e-05,
"loss": 1.3453,
"step": 190
},
{
"epoch": 0.7111111111111111,
"grad_norm": 9.071359634399414,
"learning_rate": 1.6071428571428572e-05,
"loss": 1.3493,
"step": 200
},
{
"epoch": 0.7466666666666667,
"grad_norm": 11.566309928894043,
"learning_rate": 1.4087301587301587e-05,
"loss": 1.3759,
"step": 210
},
{
"epoch": 0.7822222222222223,
"grad_norm": 9.21988582611084,
"learning_rate": 1.2103174603174603e-05,
"loss": 1.365,
"step": 220
},
{
"epoch": 0.8177777777777778,
"grad_norm": 8.32099437713623,
"learning_rate": 1.011904761904762e-05,
"loss": 1.3049,
"step": 230
},
{
"epoch": 0.8533333333333334,
"grad_norm": 10.410431861877441,
"learning_rate": 8.134920634920636e-06,
"loss": 1.3583,
"step": 240
},
{
"epoch": 0.8888888888888888,
"grad_norm": 7.7621073722839355,
"learning_rate": 6.1507936507936505e-06,
"loss": 1.3066,
"step": 250
},
{
"epoch": 0.9244444444444444,
"grad_norm": 9.822245597839355,
"learning_rate": 4.166666666666667e-06,
"loss": 1.3564,
"step": 260
},
{
"epoch": 0.96,
"grad_norm": 11.113300323486328,
"learning_rate": 2.1825396825396824e-06,
"loss": 1.2959,
"step": 270
},
{
"epoch": 0.9955555555555555,
"grad_norm": 8.999974250793457,
"learning_rate": 1.9841269841269841e-07,
"loss": 1.3575,
"step": 280
},
{
"epoch": 0.9991111111111111,
"eval_accuracy": 0.62025,
"eval_loss": 1.2218776941299438,
"eval_runtime": 59.4645,
"eval_samples_per_second": 67.267,
"eval_steps_per_second": 2.102,
"step": 281
},
{
"epoch": 0.9991111111111111,
"step": 281,
"total_flos": 8.943699469318226e+17,
"train_loss": 1.6086162854768202,
"train_runtime": 797.2781,
"train_samples_per_second": 45.149,
"train_steps_per_second": 0.352
}
],
"logging_steps": 10,
"max_steps": 281,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 8.943699469318226e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}