|
{ |
|
"best_metric": 0.0222712941467762, |
|
"best_model_checkpoint": "/workspace/training_output/age-gender-vit-large-patch16-224-in21k-v3/checkpoint-9828", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 12285, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.9185999185999185e-05, |
|
"loss": 0.3037, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.8371998371998375e-05, |
|
"loss": 0.2165, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 1.755799755799756e-05, |
|
"loss": 0.1959, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.6743996743996746e-05, |
|
"loss": 0.1868, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9852941176470589, |
|
"eval_loss": 0.05468880385160446, |
|
"eval_runtime": 310.0142, |
|
"eval_samples_per_second": 11.187, |
|
"eval_steps_per_second": 1.4, |
|
"step": 2457 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.5929995929995933e-05, |
|
"loss": 0.1677, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 1.5115995115995116e-05, |
|
"loss": 0.1256, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 1.4301994301994305e-05, |
|
"loss": 0.1379, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.348799348799349e-05, |
|
"loss": 0.1172, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.2673992673992674e-05, |
|
"loss": 0.1209, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9887543252595156, |
|
"eval_loss": 0.040104664862155914, |
|
"eval_runtime": 296.5781, |
|
"eval_samples_per_second": 11.693, |
|
"eval_steps_per_second": 1.463, |
|
"step": 4914 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 1.1859991859991862e-05, |
|
"loss": 0.1226, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 1.1045991045991047e-05, |
|
"loss": 0.1012, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 1.0231990231990233e-05, |
|
"loss": 0.0843, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 9.417989417989418e-06, |
|
"loss": 0.0938, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 8.603988603988605e-06, |
|
"loss": 0.1027, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9936562860438293, |
|
"eval_loss": 0.026174411177635193, |
|
"eval_runtime": 332.8527, |
|
"eval_samples_per_second": 10.419, |
|
"eval_steps_per_second": 1.304, |
|
"step": 7371 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 7.78998778998779e-06, |
|
"loss": 0.0851, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 6.975986975986977e-06, |
|
"loss": 0.0664, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 6.161986161986162e-06, |
|
"loss": 0.0826, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 3.66, |
|
"learning_rate": 5.347985347985348e-06, |
|
"loss": 0.0743, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 4.533984533984534e-06, |
|
"loss": 0.0654, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9959630911188004, |
|
"eval_loss": 0.0222712941467762, |
|
"eval_runtime": 299.4708, |
|
"eval_samples_per_second": 11.58, |
|
"eval_steps_per_second": 1.449, |
|
"step": 9828 |
|
}, |
|
{ |
|
"epoch": 4.07, |
|
"learning_rate": 3.7199837199837202e-06, |
|
"loss": 0.0632, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 4.27, |
|
"learning_rate": 2.9059829059829063e-06, |
|
"loss": 0.0424, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 4.48, |
|
"learning_rate": 2.091982091982092e-06, |
|
"loss": 0.0618, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 4.68, |
|
"learning_rate": 1.2779812779812782e-06, |
|
"loss": 0.0461, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 4.88, |
|
"learning_rate": 4.63980463980464e-07, |
|
"loss": 0.0542, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9948096885813149, |
|
"eval_loss": 0.027304569259285927, |
|
"eval_runtime": 302.9795, |
|
"eval_samples_per_second": 11.446, |
|
"eval_steps_per_second": 1.432, |
|
"step": 12285 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 12285, |
|
"total_flos": 2.6917045405252854e+19, |
|
"train_loss": 0.11123836355865317, |
|
"train_runtime": 12631.4535, |
|
"train_samples_per_second": 7.779, |
|
"train_steps_per_second": 0.973 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 12285, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 2.6917045405252854e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|