vit-base-beans-demo-v5 / trainer_state.json
digo-prayudha's picture
test-leaf_beans-classification
22fb2fa verified
{
"best_metric": 0.045289285480976105,
"best_model_checkpoint": "./vit-base-beans-demo-v5/checkpoint-200",
"epoch": 4.0,
"eval_steps": 100,
"global_step": 260,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15384615384615385,
"grad_norm": 1.3005889654159546,
"learning_rate": 0.00019230769230769233,
"loss": 0.8273,
"step": 10
},
{
"epoch": 0.3076923076923077,
"grad_norm": 1.6120234727859497,
"learning_rate": 0.00018461538461538463,
"loss": 0.3158,
"step": 20
},
{
"epoch": 0.46153846153846156,
"grad_norm": 3.364579916000366,
"learning_rate": 0.00017692307692307693,
"loss": 0.1878,
"step": 30
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.9248621463775635,
"learning_rate": 0.00016923076923076923,
"loss": 0.1993,
"step": 40
},
{
"epoch": 0.7692307692307693,
"grad_norm": 0.9253031611442566,
"learning_rate": 0.00016153846153846155,
"loss": 0.1792,
"step": 50
},
{
"epoch": 0.9230769230769231,
"grad_norm": 2.9216034412384033,
"learning_rate": 0.00015384615384615385,
"loss": 0.2601,
"step": 60
},
{
"epoch": 1.0769230769230769,
"grad_norm": 0.7130853533744812,
"learning_rate": 0.00014615384615384615,
"loss": 0.2204,
"step": 70
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.3435571491718292,
"learning_rate": 0.00013846153846153847,
"loss": 0.0978,
"step": 80
},
{
"epoch": 1.3846153846153846,
"grad_norm": 0.5589646100997925,
"learning_rate": 0.00013076923076923077,
"loss": 0.1044,
"step": 90
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.12235202640295029,
"learning_rate": 0.0001230769230769231,
"loss": 0.0573,
"step": 100
},
{
"epoch": 1.5384615384615383,
"eval_accuracy": 0.9924812030075187,
"eval_loss": 0.05181942135095596,
"eval_runtime": 1.8339,
"eval_samples_per_second": 72.522,
"eval_steps_per_second": 9.27,
"step": 100
},
{
"epoch": 1.6923076923076923,
"grad_norm": 1.0851041078567505,
"learning_rate": 0.00011538461538461538,
"loss": 0.0457,
"step": 110
},
{
"epoch": 1.8461538461538463,
"grad_norm": 1.3997029066085815,
"learning_rate": 0.0001076923076923077,
"loss": 0.0794,
"step": 120
},
{
"epoch": 2.0,
"grad_norm": 0.10364062339067459,
"learning_rate": 0.0001,
"loss": 0.0565,
"step": 130
},
{
"epoch": 2.1538461538461537,
"grad_norm": 4.5433855056762695,
"learning_rate": 9.230769230769232e-05,
"loss": 0.0756,
"step": 140
},
{
"epoch": 2.3076923076923075,
"grad_norm": 1.4649441242218018,
"learning_rate": 8.461538461538461e-05,
"loss": 0.0738,
"step": 150
},
{
"epoch": 2.4615384615384617,
"grad_norm": 0.42457565665245056,
"learning_rate": 7.692307692307693e-05,
"loss": 0.0196,
"step": 160
},
{
"epoch": 2.6153846153846154,
"grad_norm": 0.23078908026218414,
"learning_rate": 6.923076923076924e-05,
"loss": 0.0146,
"step": 170
},
{
"epoch": 2.769230769230769,
"grad_norm": 2.5094916820526123,
"learning_rate": 6.153846153846155e-05,
"loss": 0.0417,
"step": 180
},
{
"epoch": 2.9230769230769234,
"grad_norm": 0.06619451940059662,
"learning_rate": 5.384615384615385e-05,
"loss": 0.0334,
"step": 190
},
{
"epoch": 3.076923076923077,
"grad_norm": 0.062100838869810104,
"learning_rate": 4.615384615384616e-05,
"loss": 0.0122,
"step": 200
},
{
"epoch": 3.076923076923077,
"eval_accuracy": 0.9924812030075187,
"eval_loss": 0.045289285480976105,
"eval_runtime": 2.6212,
"eval_samples_per_second": 50.74,
"eval_steps_per_second": 6.486,
"step": 200
},
{
"epoch": 3.230769230769231,
"grad_norm": 0.06120683252811432,
"learning_rate": 3.846153846153846e-05,
"loss": 0.0125,
"step": 210
},
{
"epoch": 3.3846153846153846,
"grad_norm": 0.06342925131320953,
"learning_rate": 3.0769230769230774e-05,
"loss": 0.0116,
"step": 220
},
{
"epoch": 3.5384615384615383,
"grad_norm": 0.06138905882835388,
"learning_rate": 2.307692307692308e-05,
"loss": 0.0109,
"step": 230
},
{
"epoch": 3.6923076923076925,
"grad_norm": 0.05651098117232323,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.0106,
"step": 240
},
{
"epoch": 3.8461538461538463,
"grad_norm": 0.0597892589867115,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0105,
"step": 250
},
{
"epoch": 4.0,
"grad_norm": 0.051263097673654556,
"learning_rate": 0.0,
"loss": 0.0106,
"step": 260
},
{
"epoch": 4.0,
"step": 260,
"total_flos": 3.205097416476426e+17,
"train_loss": 0.11417198760005144,
"train_runtime": 120.8248,
"train_samples_per_second": 34.231,
"train_steps_per_second": 2.152
}
],
"logging_steps": 10,
"max_steps": 260,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.205097416476426e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}