bobox's picture
Training in progress, epoch 1, checkpoint
91d7f91 verified
raw
history blame contribute delete
No virus
9.82 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 1883,
"global_step": 18824,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.10003187420314492,
"grad_norm": 39.029380798339844,
"learning_rate": 9.976625584360391e-07,
"loss": 3.6326,
"step": 1883
},
{
"epoch": 0.10003187420314492,
"eval_nli-pairs_loss": 2.6952593326568604,
"eval_nli-pairs_runtime": 25.731,
"eval_nli-pairs_samples_per_second": 264.584,
"eval_nli-pairs_steps_per_second": 16.556,
"step": 1883
},
{
"epoch": 0.10003187420314492,
"eval_scitail-pairs-pos_loss": 2.172569990158081,
"eval_scitail-pairs-pos_runtime": 6.2772,
"eval_scitail-pairs-pos_samples_per_second": 207.736,
"eval_scitail-pairs-pos_steps_per_second": 13.063,
"step": 1883
},
{
"epoch": 0.10003187420314492,
"eval_qnli-contrastive_loss": 2.702913999557495,
"eval_qnli-contrastive_runtime": 16.475,
"eval_qnli-contrastive_samples_per_second": 331.593,
"eval_qnli-contrastive_steps_per_second": 20.759,
"step": 1883
},
{
"epoch": 0.20006374840628985,
"grad_norm": 25.459535598754883,
"learning_rate": 1.9974500637484067e-06,
"loss": 1.7665,
"step": 3766
},
{
"epoch": 0.20006374840628985,
"eval_nli-pairs_loss": 1.2885302305221558,
"eval_nli-pairs_runtime": 25.4564,
"eval_nli-pairs_samples_per_second": 267.438,
"eval_nli-pairs_steps_per_second": 16.734,
"step": 3766
},
{
"epoch": 0.20006374840628985,
"eval_scitail-pairs-pos_loss": 0.9637606143951416,
"eval_scitail-pairs-pos_runtime": 6.1565,
"eval_scitail-pairs-pos_samples_per_second": 211.809,
"eval_scitail-pairs-pos_steps_per_second": 13.319,
"step": 3766
},
{
"epoch": 0.20006374840628985,
"eval_qnli-contrastive_loss": 1.713547945022583,
"eval_qnli-contrastive_runtime": 16.4307,
"eval_qnli-contrastive_samples_per_second": 332.487,
"eval_qnli-contrastive_steps_per_second": 20.815,
"step": 3766
},
{
"epoch": 0.3000956226094348,
"grad_norm": 0.8201059103012085,
"learning_rate": 2.9977688057798558e-06,
"loss": 1.1522,
"step": 5649
},
{
"epoch": 0.3000956226094348,
"eval_nli-pairs_loss": 0.9093547463417053,
"eval_nli-pairs_runtime": 25.1271,
"eval_nli-pairs_samples_per_second": 270.943,
"eval_nli-pairs_steps_per_second": 16.954,
"step": 5649
},
{
"epoch": 0.3000956226094348,
"eval_scitail-pairs-pos_loss": 0.7571232914924622,
"eval_scitail-pairs-pos_runtime": 5.9021,
"eval_scitail-pairs-pos_samples_per_second": 220.937,
"eval_scitail-pairs-pos_steps_per_second": 13.893,
"step": 5649
},
{
"epoch": 0.3000956226094348,
"eval_qnli-contrastive_loss": 0.91651451587677,
"eval_qnli-contrastive_runtime": 16.2309,
"eval_qnli-contrastive_samples_per_second": 336.579,
"eval_qnli-contrastive_steps_per_second": 21.071,
"step": 5649
},
{
"epoch": 0.4001274968125797,
"grad_norm": 12.970890045166016,
"learning_rate": 3.9975563110922225e-06,
"loss": 0.9533,
"step": 7532
},
{
"epoch": 0.4001274968125797,
"eval_nli-pairs_loss": 0.7290090322494507,
"eval_nli-pairs_runtime": 25.3154,
"eval_nli-pairs_samples_per_second": 268.928,
"eval_nli-pairs_steps_per_second": 16.828,
"step": 7532
},
{
"epoch": 0.4001274968125797,
"eval_scitail-pairs-pos_loss": 0.6498324275016785,
"eval_scitail-pairs-pos_runtime": 6.0764,
"eval_scitail-pairs-pos_samples_per_second": 214.6,
"eval_scitail-pairs-pos_steps_per_second": 13.495,
"step": 7532
},
{
"epoch": 0.4001274968125797,
"eval_qnli-contrastive_loss": 0.4303818643093109,
"eval_qnli-contrastive_runtime": 16.4463,
"eval_qnli-contrastive_samples_per_second": 332.172,
"eval_qnli-contrastive_steps_per_second": 20.795,
"step": 7532
},
{
"epoch": 0.5001593710157246,
"grad_norm": 10.865135192871094,
"learning_rate": 4.9973438164045905e-06,
"loss": 0.8013,
"step": 9415
},
{
"epoch": 0.5001593710157246,
"eval_nli-pairs_loss": 0.6431913375854492,
"eval_nli-pairs_runtime": 25.4337,
"eval_nli-pairs_samples_per_second": 267.676,
"eval_nli-pairs_steps_per_second": 16.749,
"step": 9415
},
{
"epoch": 0.5001593710157246,
"eval_scitail-pairs-pos_loss": 0.6006649732589722,
"eval_scitail-pairs-pos_runtime": 6.199,
"eval_scitail-pairs-pos_samples_per_second": 210.355,
"eval_scitail-pairs-pos_steps_per_second": 13.228,
"step": 9415
},
{
"epoch": 0.5001593710157246,
"eval_qnli-contrastive_loss": 0.25907495617866516,
"eval_qnli-contrastive_runtime": 16.4896,
"eval_qnli-contrastive_samples_per_second": 331.299,
"eval_qnli-contrastive_steps_per_second": 20.74,
"step": 9415
},
{
"epoch": 0.6001912452188696,
"grad_norm": 2.3549954891204834,
"learning_rate": 5.997662558436039e-06,
"loss": 0.6568,
"step": 11298
},
{
"epoch": 0.6001912452188696,
"eval_nli-pairs_loss": 0.5626155734062195,
"eval_nli-pairs_runtime": 25.1226,
"eval_nli-pairs_samples_per_second": 270.991,
"eval_nli-pairs_steps_per_second": 16.957,
"step": 11298
},
{
"epoch": 0.6001912452188696,
"eval_scitail-pairs-pos_loss": 0.5481033325195312,
"eval_scitail-pairs-pos_runtime": 6.0513,
"eval_scitail-pairs-pos_samples_per_second": 215.492,
"eval_scitail-pairs-pos_steps_per_second": 13.551,
"step": 11298
},
{
"epoch": 0.6001912452188696,
"eval_qnli-contrastive_loss": 0.13647136092185974,
"eval_qnli-contrastive_runtime": 16.3856,
"eval_qnli-contrastive_samples_per_second": 333.402,
"eval_qnli-contrastive_steps_per_second": 20.872,
"step": 11298
},
{
"epoch": 0.7002231194220144,
"grad_norm": 10.994942665100098,
"learning_rate": 6.997450063748406e-06,
"loss": 0.6095,
"step": 13181
},
{
"epoch": 0.7002231194220144,
"eval_nli-pairs_loss": 0.5226004719734192,
"eval_nli-pairs_runtime": 25.203,
"eval_nli-pairs_samples_per_second": 270.127,
"eval_nli-pairs_steps_per_second": 16.903,
"step": 13181
},
{
"epoch": 0.7002231194220144,
"eval_scitail-pairs-pos_loss": 0.5108869075775146,
"eval_scitail-pairs-pos_runtime": 6.1126,
"eval_scitail-pairs-pos_samples_per_second": 213.331,
"eval_scitail-pairs-pos_steps_per_second": 13.415,
"step": 13181
},
{
"epoch": 0.7002231194220144,
"eval_qnli-contrastive_loss": 0.16431590914726257,
"eval_qnli-contrastive_runtime": 16.4372,
"eval_qnli-contrastive_samples_per_second": 332.355,
"eval_qnli-contrastive_steps_per_second": 20.806,
"step": 13181
},
{
"epoch": 0.8002549936251594,
"grad_norm": 8.826902389526367,
"learning_rate": 7.997768805779857e-06,
"loss": 0.5694,
"step": 15064
},
{
"epoch": 0.8002549936251594,
"eval_nli-pairs_loss": 0.49213743209838867,
"eval_nli-pairs_runtime": 25.0892,
"eval_nli-pairs_samples_per_second": 271.352,
"eval_nli-pairs_steps_per_second": 16.979,
"step": 15064
},
{
"epoch": 0.8002549936251594,
"eval_scitail-pairs-pos_loss": 0.5194270610809326,
"eval_scitail-pairs-pos_runtime": 6.261,
"eval_scitail-pairs-pos_samples_per_second": 208.273,
"eval_scitail-pairs-pos_steps_per_second": 13.097,
"step": 15064
},
{
"epoch": 0.8002549936251594,
"eval_qnli-contrastive_loss": 0.05173656344413757,
"eval_qnli-contrastive_runtime": 16.3578,
"eval_qnli-contrastive_samples_per_second": 333.97,
"eval_qnli-contrastive_steps_per_second": 20.908,
"step": 15064
},
{
"epoch": 0.9002868678283042,
"grad_norm": 0.4369502067565918,
"learning_rate": 8.997556311092223e-06,
"loss": 0.5375,
"step": 16947
},
{
"epoch": 0.9002868678283042,
"eval_nli-pairs_loss": 0.5060996413230896,
"eval_nli-pairs_runtime": 25.3561,
"eval_nli-pairs_samples_per_second": 268.496,
"eval_nli-pairs_steps_per_second": 16.801,
"step": 16947
},
{
"epoch": 0.9002868678283042,
"eval_scitail-pairs-pos_loss": 0.5642966628074646,
"eval_scitail-pairs-pos_runtime": 6.1557,
"eval_scitail-pairs-pos_samples_per_second": 211.837,
"eval_scitail-pairs-pos_steps_per_second": 13.321,
"step": 16947
},
{
"epoch": 0.9002868678283042,
"eval_qnli-contrastive_loss": 0.046243228018283844,
"eval_qnli-contrastive_runtime": 16.4399,
"eval_qnli-contrastive_samples_per_second": 332.302,
"eval_qnli-contrastive_steps_per_second": 20.803,
"step": 16947
}
],
"logging_steps": 1883,
"max_steps": 37648,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 18824,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 28,
"trial_name": null,
"trial_params": null
}