hemakumari's picture
Training in progress, epoch 0
1768cf2 verified
{
"best_metric": 0.6436781609195402,
"best_model_checkpoint": "vit-base-patch16-224-in21k-finetunedmangodisease/checkpoint-6",
"epoch": 4.8,
"eval_steps": 500,
"global_step": 30,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.96,
"eval_accuracy": 0.6436781609195402,
"eval_loss": 1.2097221612930298,
"eval_runtime": 0.8815,
"eval_samples_per_second": 98.69,
"eval_steps_per_second": 3.403,
"step": 6
},
{
"epoch": 1.6,
"grad_norm": 3.50262713432312,
"learning_rate": 3.4482758620689657e-05,
"loss": 0.4195,
"step": 10
},
{
"epoch": 1.92,
"eval_accuracy": 0.632183908045977,
"eval_loss": 1.1981477737426758,
"eval_runtime": 0.8644,
"eval_samples_per_second": 100.653,
"eval_steps_per_second": 3.471,
"step": 12
},
{
"epoch": 2.88,
"eval_accuracy": 0.6436781609195402,
"eval_loss": 1.180879831314087,
"eval_runtime": 0.8615,
"eval_samples_per_second": 100.981,
"eval_steps_per_second": 3.482,
"step": 18
},
{
"epoch": 3.2,
"grad_norm": 2.852848529815674,
"learning_rate": 1.7241379310344828e-05,
"loss": 0.5111,
"step": 20
},
{
"epoch": 4.0,
"eval_accuracy": 0.6206896551724138,
"eval_loss": 1.2068603038787842,
"eval_runtime": 0.8925,
"eval_samples_per_second": 97.474,
"eval_steps_per_second": 3.361,
"step": 25
},
{
"epoch": 4.8,
"grad_norm": 2.1081032752990723,
"learning_rate": 0.0,
"loss": 0.4519,
"step": 30
},
{
"epoch": 4.8,
"eval_accuracy": 0.6206896551724138,
"eval_loss": 1.2022522687911987,
"eval_runtime": 0.8651,
"eval_samples_per_second": 100.567,
"eval_steps_per_second": 3.468,
"step": 30
},
{
"epoch": 4.8,
"step": 30,
"total_flos": 2.898278338546483e+17,
"train_loss": 0.46080586115519206,
"train_runtime": 138.2316,
"train_samples_per_second": 28.033,
"train_steps_per_second": 0.217
}
],
"logging_steps": 10,
"max_steps": 30,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 2.898278338546483e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}