| { |
| "best_global_step": 2000, |
| "best_metric": 3.5272, |
| "best_model_checkpoint": "/kaggle/working/wav2vec2_burmese_finetune/checkpoint-2000", |
| "epoch": 6.1731066460587325, |
| "eval_steps": 250, |
| "global_step": 2000, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.1545595054095827, |
| "grad_norm": 92.86918640136719, |
| "learning_rate": 7.35e-05, |
| "loss": 118.865537109375, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.3091190108191654, |
| "grad_norm": 9.65009593963623, |
| "learning_rate": 0.00014849999999999998, |
| "loss": 62.2332861328125, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.46367851622874806, |
| "grad_norm": 28.608802795410156, |
| "learning_rate": 0.00022349999999999998, |
| "loss": 54.4720947265625, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.6182380216383307, |
| "grad_norm": 10.24120044708252, |
| "learning_rate": 0.0002985, |
| "loss": 42.8724658203125, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.7727975270479135, |
| "grad_norm": 10.653837203979492, |
| "learning_rate": 0.0002918333333333333, |
| "loss": 13.04784912109375, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.7727975270479135, |
| "eval_cer": 17.3965, |
| "eval_chrf": 66.2564, |
| "eval_der": 13.9757, |
| "eval_ier": 3.0277, |
| "eval_loss": 1.1601132154464722, |
| "eval_rtf": 0.0162, |
| "eval_runtime": 122.225, |
| "eval_samples_per_second": 18.818, |
| "eval_ser": 99.7826, |
| "eval_steps_per_second": 2.356, |
| "eval_wer": 72.7113, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.9273570324574961, |
| "grad_norm": 7.120546340942383, |
| "learning_rate": 0.00028349999999999995, |
| "loss": 7.430888671875, |
| "step": 300 |
| }, |
| { |
| "epoch": 1.080370942812983, |
| "grad_norm": 6.679006099700928, |
| "learning_rate": 0.00027516666666666667, |
| "loss": 5.328095703125, |
| "step": 350 |
| }, |
| { |
| "epoch": 1.2349304482225656, |
| "grad_norm": 7.337920665740967, |
| "learning_rate": 0.00026683333333333333, |
| "loss": 4.352510070800781, |
| "step": 400 |
| }, |
| { |
| "epoch": 1.3894899536321483, |
| "grad_norm": 5.316799640655518, |
| "learning_rate": 0.0002585, |
| "loss": 3.869939880371094, |
| "step": 450 |
| }, |
| { |
| "epoch": 1.544049459041731, |
| "grad_norm": 8.992654800415039, |
| "learning_rate": 0.00025016666666666666, |
| "loss": 3.276860656738281, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.544049459041731, |
| "eval_cer": 7.3263, |
| "eval_chrf": 87.3882, |
| "eval_der": 6.3674, |
| "eval_ier": 3.1642, |
| "eval_loss": 0.41601788997650146, |
| "eval_rtf": 0.0162, |
| "eval_runtime": 122.2346, |
| "eval_samples_per_second": 18.816, |
| "eval_ser": 87.6957, |
| "eval_steps_per_second": 2.356, |
| "eval_wer": 39.692, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.6986089644513136, |
| "grad_norm": 6.284802436828613, |
| "learning_rate": 0.00024183333333333332, |
| "loss": 3.1647769165039064, |
| "step": 550 |
| }, |
| { |
| "epoch": 1.8531684698608966, |
| "grad_norm": 5.2688069343566895, |
| "learning_rate": 0.00023349999999999998, |
| "loss": 2.8377239990234373, |
| "step": 600 |
| }, |
| { |
| "epoch": 2.006182380216383, |
| "grad_norm": 3.953843355178833, |
| "learning_rate": 0.00022516666666666665, |
| "loss": 2.445658874511719, |
| "step": 650 |
| }, |
| { |
| "epoch": 2.160741885625966, |
| "grad_norm": 5.501694679260254, |
| "learning_rate": 0.0002168333333333333, |
| "loss": 1.6901881408691406, |
| "step": 700 |
| }, |
| { |
| "epoch": 2.3153013910355487, |
| "grad_norm": 3.5385491847991943, |
| "learning_rate": 0.00020849999999999997, |
| "loss": 1.681174774169922, |
| "step": 750 |
| }, |
| { |
| "epoch": 2.3153013910355487, |
| "eval_cer": 5.6848, |
| "eval_chrf": 91.1196, |
| "eval_der": 3.658, |
| "eval_ier": 4.3792, |
| "eval_loss": 0.3104187250137329, |
| "eval_rtf": 0.0163, |
| "eval_runtime": 122.6151, |
| "eval_samples_per_second": 18.758, |
| "eval_ser": 83.4348, |
| "eval_steps_per_second": 2.349, |
| "eval_wer": 33.1038, |
| "step": 750 |
| }, |
| { |
| "epoch": 2.469860896445131, |
| "grad_norm": 4.747480869293213, |
| "learning_rate": 0.00020016666666666666, |
| "loss": 1.5858328247070312, |
| "step": 800 |
| }, |
| { |
| "epoch": 2.624420401854714, |
| "grad_norm": 3.989976644515991, |
| "learning_rate": 0.00019183333333333333, |
| "loss": 1.5371478271484376, |
| "step": 850 |
| }, |
| { |
| "epoch": 2.7789799072642967, |
| "grad_norm": 4.696699142456055, |
| "learning_rate": 0.0001835, |
| "loss": 1.5103744506835937, |
| "step": 900 |
| }, |
| { |
| "epoch": 2.9335394126738796, |
| "grad_norm": 4.434220790863037, |
| "learning_rate": 0.00017516666666666665, |
| "loss": 1.4596328735351562, |
| "step": 950 |
| }, |
| { |
| "epoch": 3.0865533230293662, |
| "grad_norm": 4.2507781982421875, |
| "learning_rate": 0.00016683333333333331, |
| "loss": 1.1205237579345704, |
| "step": 1000 |
| }, |
| { |
| "epoch": 3.0865533230293662, |
| "eval_cer": 4.6817, |
| "eval_chrf": 92.749, |
| "eval_der": 5.4967, |
| "eval_ier": 2.43, |
| "eval_loss": 0.29257118701934814, |
| "eval_rtf": 0.0162, |
| "eval_runtime": 122.4439, |
| "eval_samples_per_second": 18.784, |
| "eval_ser": 78.3478, |
| "eval_steps_per_second": 2.352, |
| "eval_wer": 29.8161, |
| "step": 1000 |
| }, |
| { |
| "epoch": 3.2411128284389488, |
| "grad_norm": 3.7411551475524902, |
| "learning_rate": 0.00015849999999999998, |
| "loss": 0.8099259185791016, |
| "step": 1050 |
| }, |
| { |
| "epoch": 3.3956723338485317, |
| "grad_norm": 2.334167957305908, |
| "learning_rate": 0.00015016666666666664, |
| "loss": 0.8065882110595703, |
| "step": 1100 |
| }, |
| { |
| "epoch": 3.5502318392581143, |
| "grad_norm": 2.927462339401245, |
| "learning_rate": 0.00014183333333333333, |
| "loss": 0.782623291015625, |
| "step": 1150 |
| }, |
| { |
| "epoch": 3.704791344667697, |
| "grad_norm": 3.436811923980713, |
| "learning_rate": 0.0001335, |
| "loss": 0.7243573760986328, |
| "step": 1200 |
| }, |
| { |
| "epoch": 3.8593508500772797, |
| "grad_norm": 2.35933518409729, |
| "learning_rate": 0.00012516666666666666, |
| "loss": 0.7550306701660157, |
| "step": 1250 |
| }, |
| { |
| "epoch": 3.8593508500772797, |
| "eval_cer": 4.0849, |
| "eval_chrf": 93.5805, |
| "eval_der": 5.1524, |
| "eval_ier": 2.7029, |
| "eval_loss": 0.25579047203063965, |
| "eval_rtf": 0.0163, |
| "eval_runtime": 122.9242, |
| "eval_samples_per_second": 18.711, |
| "eval_ser": 75.087, |
| "eval_steps_per_second": 2.343, |
| "eval_wer": 27.9644, |
| "step": 1250 |
| }, |
| { |
| "epoch": 4.012364760432766, |
| "grad_norm": 1.425207257270813, |
| "learning_rate": 0.00011683333333333332, |
| "loss": 0.6849590301513672, |
| "step": 1300 |
| }, |
| { |
| "epoch": 4.166924265842349, |
| "grad_norm": 1.8370658159255981, |
| "learning_rate": 0.0001085, |
| "loss": 0.36940467834472657, |
| "step": 1350 |
| }, |
| { |
| "epoch": 4.321483771251932, |
| "grad_norm": 2.045201063156128, |
| "learning_rate": 0.00010016666666666666, |
| "loss": 0.35099597930908205, |
| "step": 1400 |
| }, |
| { |
| "epoch": 4.476043276661515, |
| "grad_norm": 1.856703519821167, |
| "learning_rate": 9.183333333333332e-05, |
| "loss": 0.3500923919677734, |
| "step": 1450 |
| }, |
| { |
| "epoch": 4.630602782071097, |
| "grad_norm": 1.648435354232788, |
| "learning_rate": 8.349999999999998e-05, |
| "loss": 0.3549906539916992, |
| "step": 1500 |
| }, |
| { |
| "epoch": 4.630602782071097, |
| "eval_cer": 3.8146, |
| "eval_chrf": 94.4295, |
| "eval_der": 4.1648, |
| "eval_ier": 3.2097, |
| "eval_loss": 0.26874977350234985, |
| "eval_rtf": 0.0162, |
| "eval_runtime": 122.2364, |
| "eval_samples_per_second": 18.816, |
| "eval_ser": 71.1739, |
| "eval_steps_per_second": 2.356, |
| "eval_wer": 25.9567, |
| "step": 1500 |
| }, |
| { |
| "epoch": 4.78516228748068, |
| "grad_norm": 3.4171347618103027, |
| "learning_rate": 7.516666666666665e-05, |
| "loss": 0.28729923248291017, |
| "step": 1550 |
| }, |
| { |
| "epoch": 4.939721792890262, |
| "grad_norm": 2.3704025745391846, |
| "learning_rate": 6.683333333333332e-05, |
| "loss": 0.3012936401367188, |
| "step": 1600 |
| }, |
| { |
| "epoch": 5.09273570324575, |
| "grad_norm": 1.861156702041626, |
| "learning_rate": 5.85e-05, |
| "loss": 0.18099090576171875, |
| "step": 1650 |
| }, |
| { |
| "epoch": 5.247295208655332, |
| "grad_norm": 1.0297614336013794, |
| "learning_rate": 5.016666666666666e-05, |
| "loss": 0.13624835014343262, |
| "step": 1700 |
| }, |
| { |
| "epoch": 5.401854714064915, |
| "grad_norm": 1.4128708839416504, |
| "learning_rate": 4.183333333333333e-05, |
| "loss": 0.1300033760070801, |
| "step": 1750 |
| }, |
| { |
| "epoch": 5.401854714064915, |
| "eval_cer": 3.6705, |
| "eval_chrf": 94.7013, |
| "eval_der": 4.769, |
| "eval_ier": 2.469, |
| "eval_loss": 0.3086535632610321, |
| "eval_rtf": 0.0162, |
| "eval_runtime": 122.3817, |
| "eval_samples_per_second": 18.794, |
| "eval_ser": 70.5652, |
| "eval_steps_per_second": 2.353, |
| "eval_wer": 25.1771, |
| "step": 1750 |
| }, |
| { |
| "epoch": 5.556414219474497, |
| "grad_norm": 2.025146722793579, |
| "learning_rate": 3.3499999999999994e-05, |
| "loss": 0.12103200912475585, |
| "step": 1800 |
| }, |
| { |
| "epoch": 5.710973724884081, |
| "grad_norm": 0.8742108345031738, |
| "learning_rate": 2.5166666666666664e-05, |
| "loss": 0.11787359237670898, |
| "step": 1850 |
| }, |
| { |
| "epoch": 5.865533230293663, |
| "grad_norm": 2.2977211475372314, |
| "learning_rate": 1.6833333333333334e-05, |
| "loss": 0.09639269828796387, |
| "step": 1900 |
| }, |
| { |
| "epoch": 6.01854714064915, |
| "grad_norm": 0.25684982538223267, |
| "learning_rate": 8.499999999999998e-06, |
| "loss": 0.07890906810760498, |
| "step": 1950 |
| }, |
| { |
| "epoch": 6.1731066460587325, |
| "grad_norm": 0.2847387194633484, |
| "learning_rate": 1.6666666666666665e-07, |
| "loss": 0.0464588737487793, |
| "step": 2000 |
| }, |
| { |
| "epoch": 6.1731066460587325, |
| "eval_cer": 3.5272, |
| "eval_chrf": 94.9691, |
| "eval_der": 3.7749, |
| "eval_ier": 3.0732, |
| "eval_loss": 0.31253764033317566, |
| "eval_rtf": 0.0162, |
| "eval_runtime": 122.3375, |
| "eval_samples_per_second": 18.8, |
| "eval_ser": 69.1304, |
| "eval_steps_per_second": 2.354, |
| "eval_wer": 24.2479, |
| "step": 2000 |
| } |
| ], |
| "logging_steps": 50, |
| "max_steps": 2000, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "save_steps": 250, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.866320999656968e+19, |
| "train_batch_size": 8, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
