Model-J__DINO__model_idx_0863 / trainer_state.json
Eliahu's picture
Upload folder using huggingface_hub
f709e21 verified
{
"best_metric": 0.9090666666666667,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0863/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 45.02859115600586,
"learning_rate": 9.623897705919314e-05,
"loss": 0.9935,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.7997333333333333,
"eval_loss": 0.6757562756538391,
"eval_runtime": 11.9455,
"eval_samples_per_second": 313.927,
"eval_steps_per_second": 4.939,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 59.14358901977539,
"learning_rate": 8.543862808774192e-05,
"loss": 0.4062,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8130666666666667,
"eval_loss": 0.6657377481460571,
"eval_runtime": 11.3166,
"eval_samples_per_second": 331.373,
"eval_steps_per_second": 5.214,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.059999801218509674,
"learning_rate": 6.924306924189557e-05,
"loss": 0.2337,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8608,
"eval_loss": 0.4907033443450928,
"eval_runtime": 10.9685,
"eval_samples_per_second": 341.888,
"eval_steps_per_second": 5.379,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.01627151295542717,
"learning_rate": 5.011792754282769e-05,
"loss": 0.1258,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8682666666666666,
"eval_loss": 0.5155117511749268,
"eval_runtime": 10.5487,
"eval_samples_per_second": 355.493,
"eval_steps_per_second": 5.593,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.03148584067821503,
"learning_rate": 3.0974832444380136e-05,
"loss": 0.0684,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8845333333333333,
"eval_loss": 0.4530421793460846,
"eval_runtime": 10.5848,
"eval_samples_per_second": 354.282,
"eval_steps_per_second": 5.574,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.003269389970228076,
"learning_rate": 1.472814664270234e-05,
"loss": 0.0249,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9026666666666666,
"eval_loss": 0.40313228964805603,
"eval_runtime": 10.8551,
"eval_samples_per_second": 345.46,
"eval_steps_per_second": 5.435,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.006605663802474737,
"learning_rate": 3.851280774526222e-06,
"loss": 0.007,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9069333333333334,
"eval_loss": 0.39270541071891785,
"eval_runtime": 10.5586,
"eval_samples_per_second": 355.162,
"eval_steps_per_second": 5.588,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.013314406387507915,
"learning_rate": 1.3906924697382196e-10,
"loss": 0.002,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9090666666666667,
"eval_loss": 0.38259774446487427,
"eval_runtime": 12.9891,
"eval_samples_per_second": 288.705,
"eval_steps_per_second": 4.542,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 1.317930564980736e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}