{ "best_metric": 0.00030570320086553693, "best_model_checkpoint": "/media/aiteam/Data/LuminSoft/projects/ocr/results/checkpoint-212814", "epoch": 12.0, "eval_steps": 500, "global_step": 364824, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.07173027098178864, "learning_rate": 9.375e-05, "loss": 0.0796, "step": 30402 }, { "epoch": 1.0, "eval_bleu": 0.9691155403795684, "eval_cer": 0.0, "eval_loss": 0.0006197646143846214, "eval_runtime": 2732.1107, "eval_samples_per_second": 11.117, "eval_steps_per_second": 1.39, "step": 30402 }, { "epoch": 2.0, "grad_norm": 0.011926465667784214, "learning_rate": 8.75e-05, "loss": 0.0008, "step": 60804 }, { "epoch": 2.0, "eval_bleu": 0.976564760945452, "eval_cer": 0.0, "eval_loss": 0.0004327517526689917, "eval_runtime": 2738.2395, "eval_samples_per_second": 11.092, "eval_steps_per_second": 1.387, "step": 60804 }, { "epoch": 3.0, "grad_norm": 0.006019719876348972, "learning_rate": 8.125000000000001e-05, "loss": 0.0005, "step": 91206 }, { "epoch": 3.0, "eval_bleu": 0.9809933294323522, "eval_cer": 0.0, "eval_loss": 0.0003870356595143676, "eval_runtime": 2734.2135, "eval_samples_per_second": 11.108, "eval_steps_per_second": 1.389, "step": 91206 }, { "epoch": 4.0, "grad_norm": 0.0002722485805861652, "learning_rate": 7.500000000000001e-05, "loss": 0.0004, "step": 121608 }, { "epoch": 4.0, "eval_bleu": 0.981663601147577, "eval_cer": 0.0, "eval_loss": 0.0003594958398025483, "eval_runtime": 2730.1307, "eval_samples_per_second": 11.125, "eval_steps_per_second": 1.391, "step": 121608 }, { "epoch": 5.0, "grad_norm": 0.00043152127182111144, "learning_rate": 6.875e-05, "loss": 0.0003, "step": 152010 }, { "epoch": 5.0, "eval_bleu": 0.9837872090873163, "eval_cer": 0.0, "eval_loss": 0.000314301869366318, "eval_runtime": 2695.597, "eval_samples_per_second": 11.268, "eval_steps_per_second": 1.409, "step": 152010 }, { "epoch": 6.0, "grad_norm": 0.0002681140904314816, "learning_rate": 6.25e-05, "loss": 0.0002, "step": 182412 }, { "epoch": 6.0, "eval_bleu": 0.9853297104414079, "eval_cer": 0.0, "eval_loss": 0.00031128423870541155, "eval_runtime": 2742.3832, "eval_samples_per_second": 11.075, "eval_steps_per_second": 1.385, "step": 182412 }, { "epoch": 7.0, "grad_norm": 0.00042421137914061546, "learning_rate": 5.6250000000000005e-05, "loss": 0.0002, "step": 212814 }, { "epoch": 7.0, "eval_bleu": 0.9852415464502277, "eval_cer": 0.0, "eval_loss": 0.00030570320086553693, "eval_runtime": 2763.5679, "eval_samples_per_second": 10.991, "eval_steps_per_second": 1.374, "step": 212814 }, { "epoch": 8.0, "grad_norm": 0.013042913749814034, "learning_rate": 5e-05, "loss": 0.0002, "step": 243216 }, { "epoch": 8.0, "eval_bleu": 0.9855596017686066, "eval_cer": 0.0, "eval_loss": 0.0003345392469782382, "eval_runtime": 2754.3836, "eval_samples_per_second": 11.027, "eval_steps_per_second": 1.379, "step": 243216 }, { "epoch": 9.0, "grad_norm": 0.009026958607137203, "learning_rate": 4.375e-05, "loss": 0.0001, "step": 273618 }, { "epoch": 9.0, "eval_bleu": 0.9856968436402628, "eval_cer": 0.0, "eval_loss": 0.0003159026673529297, "eval_runtime": 2750.1172, "eval_samples_per_second": 11.044, "eval_steps_per_second": 1.381, "step": 273618 }, { "epoch": 10.0, "grad_norm": 1.4567546713806223e-05, "learning_rate": 3.7500000000000003e-05, "loss": 0.0001, "step": 304020 }, { "epoch": 10.0, "eval_bleu": 0.9858578320415788, "eval_cer": 0.0, "eval_loss": 0.00036075865500606596, "eval_runtime": 2744.9657, "eval_samples_per_second": 11.065, "eval_steps_per_second": 1.383, "step": 304020 }, { "epoch": 11.0, "grad_norm": 0.00015938151045702398, "learning_rate": 3.125e-05, "loss": 0.0001, "step": 334422 }, { "epoch": 11.0, "eval_bleu": 0.9860261333017161, "eval_cer": 0.0, "eval_loss": 0.00039157370338216424, "eval_runtime": 2750.6108, "eval_samples_per_second": 11.042, "eval_steps_per_second": 1.38, "step": 334422 }, { "epoch": 12.0, "grad_norm": 0.00013136252528056502, "learning_rate": 2.5e-05, "loss": 0.0001, "step": 364824 }, { "epoch": 12.0, "eval_bleu": 0.9866485075861869, "eval_cer": 0.0, "eval_loss": 0.00037165774847380817, "eval_runtime": 2749.3584, "eval_samples_per_second": 11.047, "eval_steps_per_second": 1.381, "step": 364824 } ], "logging_steps": 500, "max_steps": 486432, "num_input_tokens_seen": 0, "num_train_epochs": 16, "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": 2.681400041091367e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }