kevinoli's picture
Training in progress, step 10500, checkpoint
04ab0ac verified
{
"best_metric": 1.9574228525161743,
"best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l55-l/checkpoint-9000",
"epoch": 1.9344141488577744,
"eval_steps": 500,
"global_step": 10500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09211495946941783,
"grad_norm": 0.030529862269759178,
"learning_rate": 4.8464750675509704e-05,
"loss": 0.7076,
"step": 500
},
{
"epoch": 0.09211495946941783,
"eval_loss": 2.07871675491333,
"eval_runtime": 73.4415,
"eval_samples_per_second": 16.435,
"eval_steps_per_second": 2.056,
"step": 500
},
{
"epoch": 0.18422991893883567,
"grad_norm": 0.02040918357670307,
"learning_rate": 4.6929501351019406e-05,
"loss": 0.7045,
"step": 1000
},
{
"epoch": 0.18422991893883567,
"eval_loss": 2.0783257484436035,
"eval_runtime": 74.6654,
"eval_samples_per_second": 16.165,
"eval_steps_per_second": 2.022,
"step": 1000
},
{
"epoch": 0.2763448784082535,
"grad_norm": 0.8010361194610596,
"learning_rate": 4.539425202652911e-05,
"loss": 0.7106,
"step": 1500
},
{
"epoch": 0.2763448784082535,
"eval_loss": 2.0473792552948,
"eval_runtime": 75.4141,
"eval_samples_per_second": 16.005,
"eval_steps_per_second": 2.002,
"step": 1500
},
{
"epoch": 0.36845983787767134,
"grad_norm": 1.1971429586410522,
"learning_rate": 4.3859002702038817e-05,
"loss": 0.704,
"step": 2000
},
{
"epoch": 0.36845983787767134,
"eval_loss": 2.281594753265381,
"eval_runtime": 76.3969,
"eval_samples_per_second": 15.799,
"eval_steps_per_second": 1.977,
"step": 2000
},
{
"epoch": 0.46057479734708917,
"grad_norm": 1.5381091833114624,
"learning_rate": 4.232375337754851e-05,
"loss": 0.6996,
"step": 2500
},
{
"epoch": 0.46057479734708917,
"eval_loss": 2.045022964477539,
"eval_runtime": 76.3329,
"eval_samples_per_second": 15.812,
"eval_steps_per_second": 1.978,
"step": 2500
},
{
"epoch": 0.552689756816507,
"grad_norm": 5.1257524490356445,
"learning_rate": 4.078850405305822e-05,
"loss": 0.6739,
"step": 3000
},
{
"epoch": 0.552689756816507,
"eval_loss": 2.0969045162200928,
"eval_runtime": 76.2547,
"eval_samples_per_second": 15.829,
"eval_steps_per_second": 1.98,
"step": 3000
},
{
"epoch": 0.6448047162859248,
"grad_norm": 6.156252861022949,
"learning_rate": 3.925325472856792e-05,
"loss": 0.6687,
"step": 3500
},
{
"epoch": 0.6448047162859248,
"eval_loss": 2.0315287113189697,
"eval_runtime": 76.4108,
"eval_samples_per_second": 15.796,
"eval_steps_per_second": 1.976,
"step": 3500
},
{
"epoch": 0.7369196757553427,
"grad_norm": 0.053296659141778946,
"learning_rate": 3.7718005404077624e-05,
"loss": 0.8387,
"step": 4000
},
{
"epoch": 0.7369196757553427,
"eval_loss": 2.3810112476348877,
"eval_runtime": 74.9737,
"eval_samples_per_second": 16.099,
"eval_steps_per_second": 2.014,
"step": 4000
},
{
"epoch": 0.8290346352247605,
"grad_norm": 0.1077703982591629,
"learning_rate": 3.6182756079587326e-05,
"loss": 0.6988,
"step": 4500
},
{
"epoch": 0.8290346352247605,
"eval_loss": 2.0409226417541504,
"eval_runtime": 76.7206,
"eval_samples_per_second": 15.732,
"eval_steps_per_second": 1.968,
"step": 4500
},
{
"epoch": 0.9211495946941783,
"grad_norm": 4.246299743652344,
"learning_rate": 3.4647506755097034e-05,
"loss": 0.6808,
"step": 5000
},
{
"epoch": 0.9211495946941783,
"eval_loss": 1.9745088815689087,
"eval_runtime": 74.928,
"eval_samples_per_second": 16.109,
"eval_steps_per_second": 2.015,
"step": 5000
},
{
"epoch": 1.013264554163596,
"grad_norm": 2.2185893058776855,
"learning_rate": 3.311225743060673e-05,
"loss": 0.6584,
"step": 5500
},
{
"epoch": 1.013264554163596,
"eval_loss": 1.9648858308792114,
"eval_runtime": 76.0743,
"eval_samples_per_second": 15.866,
"eval_steps_per_second": 1.985,
"step": 5500
},
{
"epoch": 1.105379513633014,
"grad_norm": 6.992915153503418,
"learning_rate": 3.157700810611644e-05,
"loss": 0.6567,
"step": 6000
},
{
"epoch": 1.105379513633014,
"eval_loss": 2.0568628311157227,
"eval_runtime": 76.0502,
"eval_samples_per_second": 15.871,
"eval_steps_per_second": 1.986,
"step": 6000
},
{
"epoch": 1.1974944731024317,
"grad_norm": 13.946557998657227,
"learning_rate": 3.004175878162614e-05,
"loss": 0.6542,
"step": 6500
},
{
"epoch": 1.1974944731024317,
"eval_loss": 1.9788861274719238,
"eval_runtime": 75.9196,
"eval_samples_per_second": 15.898,
"eval_steps_per_second": 1.989,
"step": 6500
},
{
"epoch": 1.2896094325718497,
"grad_norm": 2.426790237426758,
"learning_rate": 2.8506509457135838e-05,
"loss": 0.6536,
"step": 7000
},
{
"epoch": 1.2896094325718497,
"eval_loss": 1.9676496982574463,
"eval_runtime": 75.155,
"eval_samples_per_second": 16.06,
"eval_steps_per_second": 2.009,
"step": 7000
},
{
"epoch": 1.3817243920412676,
"grad_norm": 1.7985050678253174,
"learning_rate": 2.6971260132645544e-05,
"loss": 0.637,
"step": 7500
},
{
"epoch": 1.3817243920412676,
"eval_loss": 2.003986358642578,
"eval_runtime": 74.9913,
"eval_samples_per_second": 16.095,
"eval_steps_per_second": 2.014,
"step": 7500
},
{
"epoch": 1.4738393515106853,
"grad_norm": 22.398109436035156,
"learning_rate": 2.543601080815525e-05,
"loss": 0.6409,
"step": 8000
},
{
"epoch": 1.4738393515106853,
"eval_loss": 1.9904581308364868,
"eval_runtime": 74.9317,
"eval_samples_per_second": 16.108,
"eval_steps_per_second": 2.015,
"step": 8000
},
{
"epoch": 1.565954310980103,
"grad_norm": 4.255030155181885,
"learning_rate": 2.390076148366495e-05,
"loss": 0.6127,
"step": 8500
},
{
"epoch": 1.565954310980103,
"eval_loss": 2.2638871669769287,
"eval_runtime": 74.9634,
"eval_samples_per_second": 16.101,
"eval_steps_per_second": 2.014,
"step": 8500
},
{
"epoch": 1.658069270449521,
"grad_norm": 11.839683532714844,
"learning_rate": 2.2365512159174652e-05,
"loss": 0.6564,
"step": 9000
},
{
"epoch": 1.658069270449521,
"eval_loss": 1.9574228525161743,
"eval_runtime": 74.8273,
"eval_samples_per_second": 16.13,
"eval_steps_per_second": 2.018,
"step": 9000
},
{
"epoch": 1.750184229918939,
"grad_norm": 7.12531042098999,
"learning_rate": 2.0830262834684354e-05,
"loss": 0.6813,
"step": 9500
},
{
"epoch": 1.750184229918939,
"eval_loss": 2.036475896835327,
"eval_runtime": 75.9457,
"eval_samples_per_second": 15.893,
"eval_steps_per_second": 1.988,
"step": 9500
},
{
"epoch": 1.8422991893883567,
"grad_norm": 2.8198225498199463,
"learning_rate": 1.9295013510194056e-05,
"loss": 0.6421,
"step": 10000
},
{
"epoch": 1.8422991893883567,
"eval_loss": 2.2431833744049072,
"eval_runtime": 75.2519,
"eval_samples_per_second": 16.039,
"eval_steps_per_second": 2.007,
"step": 10000
},
{
"epoch": 1.9344141488577744,
"grad_norm": 23.107166290283203,
"learning_rate": 1.7759764185703758e-05,
"loss": 0.6531,
"step": 10500
},
{
"epoch": 1.9344141488577744,
"eval_loss": 1.9985452890396118,
"eval_runtime": 74.9704,
"eval_samples_per_second": 16.1,
"eval_steps_per_second": 2.014,
"step": 10500
}
],
"logging_steps": 500,
"max_steps": 16284,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3778182204932520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}