Training in progress, step 4000

checkpoint-4000/trainer_state.json

@@ -250,9 +250,9 @@
     {
       "epoch": 0.2,
       "eval_loss": 0.41016528010368347,
-      "eval_runtime": 1788.2777,
-      "eval_samples_per_second": 3.686,
-      "eval_steps_per_second": 0.461,
+      "eval_runtime": 1814.0427,
+      "eval_samples_per_second": 3.633,
+      "eval_steps_per_second": 0.454,
       "eval_wer": 28.34865729677184,
       "step": 1000
     },
@@ -499,8 +499,8 @@
     {
       "epoch": 0.4,
       "eval_loss": 0.31417879462242126,
-      "eval_runtime": 1808.8984,
-      "eval_samples_per_second": 3.644,
+      "eval_runtime": 1807.9177,
+      "eval_samples_per_second": 3.646,
       "eval_steps_per_second": 0.456,
       "eval_wer": 21.643241929604276,
       "step": 2000
@@ -748,8 +748,8 @@
     {
       "epoch": 0.6,
       "eval_loss": 0.260960191488266,
-      "eval_runtime": 1803.5499,
-      "eval_samples_per_second": 3.654,
+      "eval_runtime": 1802.8082,
+      "eval_samples_per_second": 3.656,
       "eval_steps_per_second": 0.457,
       "eval_wer": 17.515897768236865,
       "step": 3000
@@ -997,9 +997,9 @@
     {
       "epoch": 1.14,
       "eval_loss": 0.23880085349082947,
-      "eval_runtime": 1813.5298,
-      "eval_samples_per_second": 3.634,
-      "eval_steps_per_second": 0.454,
+      "eval_runtime": 1805.0898,
+      "eval_samples_per_second": 3.651,
+      "eval_steps_per_second": 0.456,
       "eval_wer": 15.300336182105392,
       "step": 4000
     }

checkpoint-4000/training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9d66007a736788880333f143a38bacc2f66a8cab53d5a9aba13249e3048d3a20
+oid sha256:a13c314f78e95fbdb83f90ffb2bc7a882d83957078ec2bb7e6c5baa43309eafa
 size 3643

nohup.out

@@ -200953,3 +200953,62 @@ If your task is similar to the task the model of the checkpoint was trained on,
 [INFO|modeling_utils.py:1693] 2023-07-23 01:17:47,574 >> Model weights saved in ./checkpoint-3000/pytorch_model.bin
 [INFO|feature_extraction_utils.py:368] 2023-07-23 01:17:47,584 >> Feature extractor saved in ./checkpoint-3000/preprocessor_config.json
 [INFO|feature_extraction_utils.py:368] 2023-07-23 01:18:00,185 >> Feature extractor saved in ./preprocessor_config.json
+
 60%|██████    | 3001/5000 [2:38:17<328:51:19, 592.24s/it]
 60%|██████    | 3002/5000 [2:38:18<230:15:41, 414.89s/it]
 60%|██████    | 3003/5000 [2:38:19<161:16:55, 290.74s/it]
 60%|██████    | 3004/5000 [2:38:20<113:01:15, 203.85s/it]
 60%|██████    | 3005/5000 [2:38:21<79:15:24, 143.02s/it] 
 60%|██████    | 3006/5000 [2:38:22<55:37:56, 100.44s/it]
 60%|██████    | 3007/5000 [2:38:23<39:06:11, 70.63s/it] 
 60%|██████    | 3008/5000 [2:38:24<27:32:50, 49.78s/it]
 60%|██████    | 3009/5000 [2:38:25<19:28:01, 35.20s/it]
 60%|██████    | 3010/5000 [2:38:27<13:49:27, 25.01s/it]
 60%|██████    | 3011/5000 [2:38:28<9:52:46, 17.88s/it] 
 60%|██████    | 3012/5000 [2:38:29<7:05:23, 12.84s/it]
 60%|██████    | 3013/5000 [2:38:30<5:08:15,  9.31s/it]
 60%|██████    | 3014/5000 [2:38:31<3:46:30,  6.84s/it]
 60%|██████    | 3015/5000 [2:38:32<2:50:02,  5.14s/it]
 60%|██████    | 3016/5000 [2:38:33<2:09:43,  3.92s/it]
 60%|██████    | 3017/5000 [2:38:34<1:41:23,  3.07s/it]
 60%|██████    | 3018/5000 [2:38:36<1:21:36,  2.47s/it]
 60%|██████    | 3019/5000 [2:38:37<1:07:52,  2.06s/it]
 60%|██████    | 3020/5000 [2:38:38<58:11,  1.76s/it]  
 60%|██████    | 3021/5000 [2:38:39<51:29,  1.56s/it]
 60%|██████    | 3022/5000 [2:38:40<46:34,  1.41s/it]
 60%|██████    | 3023/5000 [2:38:41<43:13,  1.31s/it]
 60%|██████    | 3024/5000 [2:38:42<40:50,  1.24s/it]
 60%|██████    | 3025/5000 [2:38:43<39:15,  1.19s/it]
                                                     
 60%|██████    | 3025/5000 [2:38:43<39:15,  1.19s/it]
 61%|██████    | 3026/5000 [2:38:45<50:39,  1.54s/it]
 61%|██████    | 3027/5000 [2:38:47<47:09,  1.43s/it]
 61%|██████    | 3028/5000 [2:38:48<43:55,  1.34s/it]
 61%|██████    | 3029/5000 [2:38:49<41:22,  1.26s/it]
 61%|██████    | 3030/5000 [2:38:50<40:30,  1.23s/it]
 61%|██████    | 3031/5000 [2:38:51<38:56,  1.19s/it]
 61%|██████    | 3032/5000 [2:38:52<38:09,  1.16s/it]
 61%|██████    | 3033/5000 [2:38:53<37:20,  1.14s/it]
 61%|██████    | 3034/5000 [2:38:54<36:48,  1.12s/it]
 61%|██████    | 3035/5000 [2:38:55<36:24,  1.11s/it]
 61%|██████    | 3036/5000 [2:38:57<36:08,  1.10s/it]
 61%|██████    | 3037/5000 [2:38:58<35:59,  1.10s/it]
 61%|██████    | 3038/5000 [2:38:59<36:00,  1.10s/it]
 61%|██████    | 3039/5000 [2:39:00<35:50,  1.10s/it]
 61%|██████    | 3040/5000 [2:39:01<35:44,  1.09s/it]
 61%|██████    | 3041/5000 [2:39:02<35:43,  1.09s/it]
 61%|██████    | 3042/5000 [2:39:04<45:41,  1.40s/it]
 61%|██████    | 3043/5000 [2:39:05<42:39,  1.31s/it]
 61%|██████    | 3044/5000 [2:39:06<41:59,  1.29s/it]
 61%|██████    | 3045/5000 [2:39:08<41:07,  1.26s/it]
 61%|██████    | 3046/5000 [2:39:09<41:00,  1.26s/it]
 61%|██████    | 3047/5000 [2:39:10<40:52,  1.26s/it]
 61%|██████    | 3048/5000 [2:39:11<40:23,  1.24s/it]
 61%|██████    | 3049/5000 [2:39:13<40:33,  1.25s/it]
 61%|██████    | 3050/5000 [2:39:14<40:00,  1.23s/it]
                                                     
 61%|██████    | 3050/5000 [2:39:14<40:00,  1.23s/it]
 61%|██████    | 3051/5000 [2:39:15<38:36,  1.19s/it]
 61%|██████    | 3052/5000 [2:39:16<37:43,  1.16s/it]
 61%|██████    | 3053/5000 [2:39:17<37:07,  1.14s/it]
 61%|██████    | 3054/5000 [2:39:18<36:39,  1.13s/it]
 61%|██████    | 3055/5000 [2:39:19<36:24,  1.12s/it]
 61%|██████    | 3056/5000 [2:39:20<36:10,  1.12s/it]
 61%|██████    | 3057/5000 [2:39:21<35:57,  1.11s/it]
 61%|██████    | 3058/5000 [2:39:23<35:49,  1.11s/it]
 61%|██████    | 3059/5000 [2:39:24<35:56,  1.11s/it]
 61%|██████    | 3060/5000 [2:39:25<35:49,  1.11s/it]
 61%|██████    | 3061/5000 [2:39:26<35:45,  1.11s/it]
 61%|██████    | 3062/5000 [2:39:27<35:38,  1.10s/it]
 61%|██████▏   | 3063/5000 [2:39:28<35:32,  1.10s/it]
 61%|██████▏   | 3064/5000 [2:39:29<35:35,  1.10s/it]
 61%|██████▏   | 3065/5000 [2:39:30<35:30,  1.10s/it]
 61%|██████▏   | 3066/5000 [2:39:31<35:26,  1.10s/it]
 61%|██████▏   | 3067/5000 [2:39:33<35:26,  1.10s/it]
 61%|██████▏   | 3068/5000 [2:39:34<35:19,  1.10s/it]
 61%|██████▏   | 3069/5000 [2:39:35<35:25,  1.10s/it]
 61%|██████▏   | 3070/5000 [2:39:36<35:30,  1.10s/it]
 61%|██████▏   | 3071/5000 [2:39:37<35:29,  1.10s/it]
 61%|██████▏   | 3072/5000 [2:39:38<35:31,  1.11s/it]
 61%|██████▏   | 3073/5000 [2:39:39<35:27,  1.10s/it]
 61%|██████▏   | 3074/5000 [2:39:40<35:23,  1.10s/it]
 62%|██████▏   | 3075/5000 [2:39:41<35:18,  1.10s/it]
                                                     
 62%|██████▏   | 3075/5000 [2:39:41<35:18,  1.10s/it]
 62%|██████▏   | 3076/5000 [2:39:42<35:13,  1.10s/it]
 62%|██████▏   | 3077/5000 [2:39:44<35:17,  1.10s/it]
 62%|██████▏   | 3078/5000 [2:39:45<35:27,  1.11s/it]
 62%|██████▏   | 3079/5000 [2:39:46<35:22,  1.10s/it]
 62%|██████▏   | 3080/5000 [2:39:47<35:19,  1.10s/it]
 62%|██████▏   | 3081/5000 [2:39:48<35:13,  1.10s/it]
 62%|██████▏   | 3082/5000 [2:39:49<35:10,  1.10s/it]
 62%|██████▏   | 3083/5000 [2:39:50<35:11,  1.10s/it]
 62%|██████▏   | 3084/5000 [2:39:51<35:35,  1.11s/it]
 62%|██████▏   | 3085/5000 [2:39:52<35:23,  1.11s/it]
 62%|██████▏   | 3086/5000 [2:39:53<35:15,  1.11s/it]
 62%|██████▏   | 3087/5000 [2:39:55<35:06,  1.10s/it]
 62%|██████▏   | 3088/5000 [2:39:56<35:22,  1.11s/it]
 62%|██████▏   | 3089/5000 [2:39:57<35:10,  1.10s/it]
 62%|██████▏   | 3090/5000 [2:39:59<48:30,  1.52s/it]
 62%|██████▏   | 3091/5000 [2:40:00<44:25,  1.40s/it]
 62%|██████▏   | 3092/5000 [2:40:01<41:28,  1.30s/it]
 62%|██████▏   | 3093/5000 [2:40:03<39:23,  1.24s/it]
 62%|██████▏   | 3094/5000 [2:40:04<38:03,  1.20s/it]
 62%|██████▏   | 3095/5000 [2:40:05<37:32,  1.18s/it]
 62%|██████▏   | 3096/5000 [2:40:06<38:09,  1.20s/it]
 62%|██████▏   | 3097/5000 [2:40:07<38:38,  1.22s/it]
 62%|██████▏   | 3098/5000 [2:40:08<37:33,  1.19s/it]
 62%|██████▏   | 3099/5000 [2:40:10<36:39,  1.16s/it]
 62%|██████▏   | 3100/5000 [2:40:11<36:06,  1.14s/it]
                                                     
 62%|██████▏   | 3100/5000 [2:40:11<36:06,  1.14s/it]
 62%|██████▏   | 3101/5000 [2:40:12<35:45,  1.13s/it]
 62%|██████▏   | 3102/5000 [2:40:13<35:31,  1.12s/it]
 62%|██████▏   | 3103/5000 [2:40:14<35:14,  1.11s/it]
 62%|██████▏   | 3104/5000 [2:40:15<35:03,  1.11s/it]
 62%|██████▏   | 3105/5000 [2:40:16<34:53,  1.10s/it]
 62%|██████▏   | 3106/5000 [2:40:17<34:49,  1.10s/it]
 62%|██████▏   | 3107/5000 [2:40:18<34:41,  1.10s/it]
 62%|██████▏   | 3108/5000 [2:40:19<34:54,  1.11s/it]
 62%|██████▏   | 3109/5000 [2:40:21<35:08,  1.12s/it]
 62%|██████▏   | 3110/5000 [2:40:22<42:06,  1.34s/it]
 62%|██████▏   | 3111/5000 [2:40:24<39:47,  1.26s/it]
 62%|██████▏   | 3112/5000 [2:40:25<38:11,  1.21s/it]
 62%|██████▏   | 3113/5000 [2:40:26<37:04,  1.18s/it]
 62%|██████▏   | 3114/5000 [2:40:27<36:17,  1.15s/it]
 62%|██████▏   | 3115/5000 [2:40:28<35:49,  1.14s/it]
 62%|██████▏   | 3116/5000 [2:40:29<35:24,  1.13s/it]
 62%|██████▏   | 3117/5000 [2:40:30<35:11,  1.12s/it]
 62%|██████▏   | 3118/5000 [2:40:31<34:51,  1.11s/it]
 62%|██████▏   | 3119/5000 [2:40:32<35:09,  1.12s/it]
 62%|██████▏   | 3120/5000 [2:40:33<34:53,  1.11s/it]
 62%|██████▏   | 3121/5000 [2:40:35<35:11,  1.12s/it]
 62%|██████▏   | 3122/5000 [2:40:36<34:53,  1.11s/it]
 62%|██████▏   | 3123/5000 [2:40:37<34:45,  1.11s/it]
 62%|██████▏   | 3124/5000 [2:40:38<34:28,  1.10s/it]
 62%|██████▎   | 3125/5000 [2:40:39<34:24,  1.10s/it]
                                                     
 62%|██████▎   | 3125/5000 [2:40:39<34:24,  1.10s/it]
 63%|██████▎   | 3126/5000 [2:40:40<34:22,  1.10s/it]
 63%|██████▎   | 3127/5000 [2:40:41<34:25,  1.10s/it]
 63%|██████▎   | 3128/5000 [2:40:42<34:26,  1.10s/it]
 63%|██████▎   | 3129/5000 [2:40:43<34:19,  1.10s/it]
 63%|██████▎   | 3130/5000 [2:40:44<34:17,  1.10s/it]
 63%|██████▎   | 3131/5000 [2:40:46<34:15,  1.10s/it]
 63%|██████▎   | 3132/5000 [2:40:47<34:15,  1.10s/it]
 63%|██████▎   | 3133/5000 [2:40:48<34:12,  1.10s/it]
 63%|██████▎   | 3134/5000 [2:40:49<34:11,  1.10s/it]
 63%|██████▎   | 3135/5000 [2:40:50<34:10,  1.10s/it]
 63%|██████▎   | 3136/5000 [2:40:51<34:59,  1.13s/it]
 63%|██████▎   | 3137/5000 [2:40:52<35:52,  1.16s/it]
 63%|██████▎   | 3138/5000 [2:40:54<35:28,  1.14s/it]
 63%|██████▎   | 3139/5000 [2:40:55<34:58,  1.13s/it]
 63%|██████▎   | 3140/5000 [2:40:56<36:14,  1.17s/it]
 63%|██████▎   | 3141/5000 [2:40:57<36:01,  1.16s/it]
 63%|██████▎   | 3142/5000 [2:40:58<35:25,  1.14s/it]
 63%|██████▎   | 3143/5000 [2:40:59<34:55,  1.13s/it]
 63%|██████▎   | 3144/5000 [2:41:00<34:43,  1.12s/it]
 63%|██████▎   | 3145/5000 [2:41:01<34:32,  1.12s/it]
 63%|██████▎   | 3146/5000 [2:41:03<34:21,  1.11s/it]
 63%|██████▎   | 3147/5000 [2:41:04<34:11,  1.11s/it]
 63%|██████▎   | 3148/5000 [2:41:05<34:04,  1.10s/it]
 63%|██████▎   | 3149/5000 [2:41:06<34:01,  1.10s/it]
 63%|██████▎   | 3150/5000 [2:41:07<34:00,  1.10s/it]
                                                     
 63%|██████▎   | 3150/5000 [2:41:07<34:00,  1.10s/it]
 63%|██████▎   | 3151/5000 [2:41:08<33:57,  1.10s/it]
 63%|██████▎   | 3152/5000 [2:41:11<46:53,  1.52s/it]
 63%|██████▎   | 3153/5000 [2:41:12<43:44,  1.42s/it]
 63%|██████▎   | 3154/5000 [2:41:13<40:44,  1.32s/it]
 63%|██████▎   | 3155/5000 [2:41:14<38:35,  1.26s/it]
 63%|██████▎   | 3156/5000 [2:41:15<37:09,  1.21s/it]
 63%|██████▎   | 3157/5000 [2:41:16<36:08,  1.18s/it]
 63%|██████▎   | 3158/5000 [2:41:17<35:23,  1.15s/it]
 63%|██████▎   | 3159/5000 [2:41:18<34:53,  1.14s/it]
 63%|██████▎   | 3160/5000 [2:41:19<34:27,  1.12s/it]
 63%|██████▎   | 3161/5000 [2:41:20<34:13,  1.12s/it]
 63%|██████▎   | 3162/5000 [2:41:22<34:06,  1.11s/it]
 63%|██████▎   | 3163/5000 [2:41:23<33:55,  1.11s/it]
 63%|██████▎   | 3164/5000 [2:41:24<33:51,  1.11s/it]
 63%|██████▎   | 3165/5000 [2:41:25<33:47,  1.10s/it]
 63%|██████▎   | 3166/5000 [2:41:26<33:44,  1.10s/it]
 63%|██████▎   | 3167/5000 [2:41:27<33:40,  1.10s/it]
 63%|██████▎   | 3168/5000 [2:41:28<33:41,  1.10s/it]
 63%|██████▎   | 3169/5000 [2:41:29<33:43,  1.11s/it]
 63%|██████▎   | 3170/5000 [2:41:30<33:40,  1.10s/it]
 63%|██████▎   | 3171/5000 [2:41:31<32:39,  1.07s/it]
 63%|██████▎   | 3172/5000 [2:41:32<31:01,  1.02s/it]
 63%|██████▎   | 3173/5000 [2:41:33<29:55,  1.02it/s]
 63%|██████▎   | 3174/5000 [2:41:34<29:06,  1.05it/s]
 64%|██████▎   | 3175/5000 [2:41:35<28:35,  1.06it/s]
                                                     
 64%|██████▎   | 3175/5000 [2:41:35<28:35,  1.06it/s]
 64%|██████▎   | 3176/5000 [2:41:36<28:13,  1.08it/s]
 64%|██████▎   | 3177/5000 [2:41:37<27:52,  1.09it/s]
 64%|██████▎   | 3178/5000 [2:41:38<27:39,  1.10it/s]
 64%|██████▎   | 3179/5000 [2:41:39<27:31,  1.10it/s]
 64%|██████▎   | 3180/5000 [2:41:39<27:22,  1.11it/s]
 64%|██████▎   | 3181/5000 [2:41:40<27:17,  1.11it/s]
 64%|██████▎   | 3182/5000 [2:41:41<27:13,  1.11it/s]
 64%|██████▎   | 3183/5000 [2:41:42<27:10,  1.11it/s]
 64%|██████▎   | 3184/5000 [2:41:43<27:08,  1.12it/s]
 64%|██████▎   | 3185/5000 [2:41:44<27:06,  1.12it/s]
 64%|██████▎   | 3186/5000 [2:41:45<27:06,  1.12it/s]
 64%|██████▎   | 3187/5000 [2:41:46<27:08,  1.11it/s]
 64%|██████▍   | 3188/5000 [2:41:47<27:06,  1.11it/s]
 64%|██████▍   | 3189/5000 [2:41:48<27:05,  1.11it/s]
 64%|██████▍   | 3190/5000 [2:41:48<27:06,  1.11it/s]
 64%|██████▍   | 3191/5000 [2:41:49<27:05,  1.11it/s]
 64%|██████▍   | 3192/5000 [2:41:50<27:03,  1.11it/s]
 64%|██████▍   | 3193/5000 [2:41:51<27:05,  1.11it/s]
 64%|██████▍   | 3194/5000 [2:41:52<27:01,  1.11it/s]
 64%|██████▍   | 3195/5000 [2:41:53<26:58,  1.12it/s]
 64%|██████▍   | 3196/5000 [2:41:54<26:58,  1.11it/s]
 64%|██████▍   | 3197/5000 [2:41:55<26:59,  1.11it/s]
 64%|██████▍   | 3198/5000 [2:41:56<27:00,  1.11it/s]
 64%|██████▍   | 3199/5000 [2:41:57<26:57,  1.11it/s]
 64%|██████▍   | 3200/5000 [2:41:57<26:55,  1.11it/s]
                                                     
 64%|██████▍   | 3200/5000 [2:41:57<26:55,  1.11it/s]
 64%|██████▍   | 3201/5000 [2:41:58<26:58,  1.11it/s]
 64%|██████▍   | 3202/5000 [2:41:59<26:58,  1.11it/s]
 64%|██████▍   | 3203/5000 [2:42:00<26:56,  1.11it/s]
 64%|██████▍   | 3204/5000 [2:42:01<26:57,  1.11it/s]
 64%|██████▍   | 3205/5000 [2:42:02<26:57,  1.11it/s]
 64%|██████▍   | 3206/5000 [2:42:03<26:55,  1.11it/s]
 64%|██████▍   | 3207/5000 [2:42:04<26:55,  1.11it/s]
 64%|██████▍   | 3208/5000 [2:42:05<26:52,  1.11it/s]
 64%|██████▍   | 3209/5000 [2:42:06<26:53,  1.11it/s]
 64%|██████▍   | 3210/5000 [2:42:06<26:50,  1.11it/s]
 64%|██████▍   | 3211/5000 [2:42:07<26:48,  1.11it/s]
 64%|██████▍   | 3212/5000 [2:42:08<26:49,  1.11it/s]
 64%|██████▍   | 3213/5000 [2:42:09<26:50,  1.11it/s]
 64%|██████▍   | 3214/5000 [2:42:10<26:48,  1.11it/s]
 64%|██████▍   | 3215/5000 [2:42:11<26:48,  1.11it/s]
 64%|██████▍   | 3216/5000 [2:42:12<26:45,  1.11it/s]
 64%|██████▍   | 3217/5000 [2:42:13<26:46,  1.11it/s]
 64%|██████▍   | 3218/5000 [2:42:14<26:42,  1.11it/s]
 64%|██████▍   | 3219/5000 [2:42:15<26:40,  1.11it/s]
 64%|██████▍   | 3220/5000 [2:42:15<26:42,  1.11it/s]
 64%|██████▍   | 3221/5000 [2:42:16<26:39,  1.11it/s]
 64%|██████▍   | 3222/5000 [2:42:17<26:41,  1.11it/s]
 64%|██████▍   | 3223/5000 [2:42:18<26:39,  1.11it/s]
 64%|██████▍   | 3224/5000 [2:42:19<26:36,  1.11it/s]
 64%|██████▍   | 3225/5000 [2:42:20<26:37,  1.11it/s]
                                                     
 64%|██████▍   | 3225/5000 [2:42:20<26:37,  1.11it/s]
 65%|██████▍   | 3226/5000 [2:42:21<26:36,  1.11it/s]
 65%|██████▍   | 3227/5000 [2:42:22<26:33,  1.11it/s]
 65%|██████▍   | 3228/5000 [2:42:23<26:30,  1.11it/s]
 65%|██████▍   | 3229/5000 [2:42:24<26:32,  1.11it/s]
 65%|██████▍   | 3230/5000 [2:42:24<26:30,  1.11it/s]
 65%|██████▍   | 3231/5000 [2:42:25<26:31,  1.11it/s]
 65%|██████▍   | 3232/5000 [2:42:26<26:32,  1.11it/s]
 65%|██████▍   | 3233/5000 [2:42:27<26:29,  1.11it/s]
 65%|██████▍   | 3234/5000 [2:42:28<26:25,  1.11it/s]
 65%|██████▍   | 3235/5000 [2:42:29<26:27,  1.11it/s]
 65%|██████▍   | 3236/5000 [2:42:30<26:24,  1.11it/s]
 65%|██████▍   | 3237/5000 [2:42:31<26:26,  1.11it/s]
 65%|██████▍   | 3238/5000 [2:42:32<26:24,  1.11it/s]
 65%|██████▍   | 3239/5000 [2:42:33<26:22,  1.11it/s]
 65%|██████▍   | 3240/5000 [2:42:33<26:23,  1.11it/s]
 65%|██████▍   | 3241/5000 [2:42:34<26:23,  1.11it/s]
 65%|██████▍   | 3242/5000 [2:42:35<26:19,  1.11it/s]
 65%|██████▍   | 3243/5000 [2:42:36<26:21,  1.11it/s]
 65%|██████▍   | 3244/5000 [2:42:37<26:23,  1.11it/s]
 65%|██████▍   | 3245/5000 [2:42:38<26:23,  1.11it/s]
 65%|██████▍   | 3246/5000 [2:42:39<26:19,  1.11it/s]
 65%|██████▍   | 3247/5000 [2:42:40<26:17,  1.11it/s]
 65%|██████▍   | 3248/5000 [2:42:41<26:17,  1.11it/s]
 65%|██████▍   | 3249/5000 [2:42:42<26:14,  1.11it/s]
 65%|██████▌   | 3250/5000 [2:42:42<26:12,  1.11it/s]
                                                     
 65%|██████▌   | 3250/5000 [2:42:42<26:12,  1.11it/s]
 65%|██████▌   | 3251/5000 [2:42:43<26:13,  1.11it/s]
 65%|██████▌   | 3252/5000 [2:42:44<26:12,  1.11it/s]
 65%|██████▌   | 3253/5000 [2:42:45<26:10,  1.11it/s]
 65%|██████▌   | 3254/5000 [2:42:46<26:09,  1.11it/s]
 65%|██████▌   | 3255/5000 [2:42:47<26:11,  1.11it/s]
 65%|██████▌   | 3256/5000 [2:42:48<26:09,  1.11it/s]
 65%|██████▌   | 3257/5000 [2:42:49<26:07,  1.11it/s]
 65%|██████▌   | 3258/5000 [2:42:50<26:06,  1.11it/s]
 65%|██████▌   | 3259/5000 [2:42:51<26:04,  1.11it/s]
 65%|██████▌   | 3260/5000 [2:42:51<26:03,  1.11it/s]
 65%|██████▌   | 3261/5000 [2:42:52<26:01,  1.11it/s]
 65%|██████▌   | 3262/5000 [2:42:53<26:01,  1.11it/s]
 65%|██████▌   | 3263/5000 [2:42:54<26:02,  1.11it/s]
 65%|██████▌   | 3264/5000 [2:42:55<26:00,  1.11it/s]
 65%|██████▌   | 3265/5000 [2:42:56<26:02,  1.11it/s]
 65%|██████▌   | 3266/5000 [2:42:57<26:02,  1.11it/s]
 65%|██████▌   | 3267/5000 [2:42:58<26:02,  1.11it/s]
 65%|██████▌   | 3268/5000 [2:42:59<25:59,  1.11it/s]
 65%|██████▌   | 3269/5000 [2:43:00<25:57,  1.11it/s]
 65%|██████▌   | 3270/5000 [2:43:00<25:56,  1.11it/s]
 65%|██████▌   | 3271/5000 [2:43:01<25:53,  1.11it/s]
 65%|██████▌   | 3272/5000 [2:43:02<25:55,  1.11it/s]
 65%|██████▌   | 3273/5000 [2:43:03<25:53,  1.11it/s]
 65%|██████▌   | 3274/5000 [2:43:04<25:55,  1.11it/s]
 66%|██████▌   | 3275/5000 [2:43:05<25:53,  1.11it/s]
                                                     
 66%|██████▌   | 3275/5000 [2:43:05<25:53,  1.11it/s]
 66%|██████▌   | 3276/5000 [2:43:06<25:51,  1.11it/s]
 66%|██████▌   | 3277/5000 [2:43:07<25:53,  1.11it/s]
 66%|██████▌   | 3278/5000 [2:43:08<25:52,  1.11it/s]
 66%|██████▌   | 3279/5000 [2:43:09<25:49,  1.11it/s]
 66%|██████▌   | 3280/5000 [2:43:09<25:48,  1.11it/s]
 66%|██████▌   | 3281/5000 [2:43:10<25:49,  1.11it/s]
 66%|██████▌   | 3282/5000 [2:43:11<25:51,  1.11it/s]
 66%|██████▌   | 3283/5000 [2:43:12<25:52,  1.11it/s]
 66%|██████▌   | 3284/5000 [2:43:13<25:52,  1.11it/s]
 66%|██████▌   | 3285/5000 [2:43:14<25:48,  1.11it/s]
 66%|██████▌   | 3286/5000 [2:43:15<25:45,  1.11it/s]
 66%|██████▌   | 3287/5000 [2:43:16<25:44,  1.11it/s]
 66%|██████▌   | 3288/5000 [2:43:17<25:42,  1.11it/s]
 66%|██████▌   | 3289/5000 [2:43:18<25:44,  1.11it/s]
 66%|██████▌   | 3290/5000 [2:43:18<25:45,  1.11it/s]
 66%|██████▌   | 3291/5000 [2:43:19<25:42,  1.11it/s]
 66%|██████▌   | 3292/5000 [2:43:20<25:43,  1.11it/s]
 66%|██████▌   | 3293/5000 [2:43:21<25:44,  1.11it/s]
 66%|██████▌   | 3294/5000 [2:43:22<25:41,  1.11it/s]
 66%|██████▌   | 3295/5000 [2:43:23<25:41,  1.11it/s]
 66%|██████▌   | 3296/5000 [2:43:24<22:50,  1.24it/s]{'eval_loss': 0.260960191488266, 'eval_wer': 17.515897768236865, 'eval_runtime': 1802.8082, 'eval_samples_per_second': 3.656, 'eval_steps_per_second': 0.457, 'epoch': 0.6}
+{'loss': 0.1934, 'learning_rate': 4.397777777777778e-06, 'epoch': 0.6}
+{'loss': 0.1973, 'learning_rate': 4.3422222222222225e-06, 'epoch': 0.61}
+{'loss': 0.1767, 'learning_rate': 4.2866666666666666e-06, 'epoch': 0.61}
+{'loss': 0.1918, 'learning_rate': 4.2311111111111114e-06, 'epoch': 0.62}
+{'loss': 0.1946, 'learning_rate': 4.175555555555556e-06, 'epoch': 0.62}
+{'loss': 0.1897, 'learning_rate': 4.12e-06, 'epoch': 0.63}
+{'loss': 0.2185, 'learning_rate': 4.064444444444444e-06, 'epoch': 0.64}
+{'loss': 0.1954, 'learning_rate': 4.008888888888889e-06, 'epoch': 0.64}
+{'loss': 0.2318, 'learning_rate': 3.953333333333333e-06, 'epoch': 0.65}
+{'loss': 0.2615, 'learning_rate': 3.897777777777778e-06, 'epoch': 0.65}
+{'loss': 0.1846, 'learning_rate': 3.842222222222223e-06, 'epoch': 0.66}
+
+
+
+
+
+
+
 66%|██████▌   | 3297/5000 [2:44:13<7:16:00, 15.36s/it]
 66%|██████▌   | 3298/5000 [2:44:14<5:15:43, 11.13s/it]
 66%|██████▌   | 3299/5000 [2:44:15<3:51:33,  8.17s/it]
 66%|██████▌   | 3300/5000 [2:44:17<2:52:22,  6.08s/it]
                                                       
 66%|██████▌   | 3300/5000 [2:44:17<2:52:22,  6.08s/it]
 66%|██████▌   | 3301/5000 [2:44:18<2:11:09,  4.63s/it]
 66%|██████▌   | 3302/5000 [2:44:19<1:42:19,  3.62s/it]
 66%|██████▌   | 3303/5000 [2:44:20<1:22:14,  2.91s/it]
 66%|██████▌   | 3304/5000 [2:44:21<1:07:11,  2.38s/it]
 66%|██████▌   | 3305/5000 [2:44:23<56:09,  1.99s/it]  
 66%|██████▌   | 3306/5000 [2:44:24<48:31,  1.72s/it]
 66%|██████▌   | 3307/5000 [2:44:25<43:10,  1.53s/it]
 66%|██████▌   | 3308/5000 [2:44:26<39:26,  1.40s/it]
 66%|██████▌   | 3309/5000 [2:44:27<36:54,  1.31s/it]
 66%|██████▌   | 3310/5000 [2:44:28<35:03,  1.24s/it]
 66%|██████▌   | 3311/5000 [2:44:29<33:48,  1.20s/it]
 66%|██████▌   | 3312/5000 [2:44:30<32:57,  1.17s/it]
 66%|██████▋   | 3313/5000 [2:44:31<32:19,  1.15s/it]
 66%|██████▋   | 3314/5000 [2:44:32<31:53,  1.13s/it]
 66%|██████▋   | 3315/5000 [2:44:34<31:33,  1.12s/it]
 66%|██████▋   | 3316/5000 [2:44:35<31:27,  1.12s/it]
 66%|██████▋   | 3317/5000 [2:44:36<31:19,  1.12s/it]
 66%|██████▋   | 3318/5000 [2:44:37<30:58,  1.11s/it]
 66%|██████▋   | 3319/5000 [2:44:38<30:54,  1.10s/it]
 66%|██████▋   | 3320/5000 [2:44:39<30:53,  1.10s/it]
 66%|██████▋   | 3321/5000 [2:44:40<30:50,  1.10s/it]
 66%|██████▋   | 3322/5000 [2:44:41<30:46,  1.10s/it]
 66%|██████▋   | 3323/5000 [2:44:42<30:40,  1.10s/it]
 66%|██████▋   | 3324/5000 [2:44:43<30:44,  1.10s/it]
 66%|██████▋   | 3325/5000 [2:44:45<30:40,  1.10s/it]
                                                     
 66%|██████▋   | 3325/5000 [2:44:45<30:40,  1.10s/it]
 67%|██████▋   | 3326/5000 [2:44:46<30:40,  1.10s/it]
 67%|██████▋   | 3327/5000 [2:44:47<30:36,  1.10s/it]
 67%|██████▋   | 3328/5000 [2:44:48<30:37,  1.10s/it]
 67%|██████▋   | 3329/5000 [2:44:49<30:38,  1.10s/it]
 67%|██████▋   | 3330/5000 [2:44:50<32:07,  1.15s/it]
 67%|██████▋   | 3331/5000 [2:44:51<31:35,  1.14s/it]
 67%|██████▋   | 3332/5000 [2:44:52<31:21,  1.13s/it]
 67%|██████▋   | 3333/5000 [2:44:54<31:11,  1.12s/it]
 67%|██████▋   | 3334/5000 [2:44:55<31:03,  1.12s/it]
 67%|██████▋   | 3335/5000 [2:44:56<31:03,  1.12s/it]
 67%|██████▋   | 3336/5000 [2:44:57<30:55,  1.11s/it]
 67%|██████▋   | 3337/5000 [2:44:58<31:13,  1.13s/it]
 67%|██████▋   | 3338/5000 [2:44:59<31:54,  1.15s/it]
 67%|██████▋   | 3339/5000 [2:45:02<45:04,  1.63s/it]
 67%|██████▋   | 3340/5000 [2:45:03<42:02,  1.52s/it]
 67%|██████▋   | 3341/5000 [2:45:04<39:42,  1.44s/it]
 67%|██████▋   | 3342/5000 [2:45:06<38:20,  1.39s/it]
 67%|██████▋   | 3343/5000 [2:45:07<37:05,  1.34s/it]
 67%|██████▋   | 3344/5000 [2:45:08<36:13,  1.31s/it]
 67%|██████▋   | 3345/5000 [2:45:09<34:29,  1.25s/it]
 67%|██████▋   | 3346/5000 [2:45:10<33:11,  1.20s/it]
 67%|██████▋   | 3347/5000 [2:45:12<32:21,  1.17s/it]
 67%|██████▋   | 3348/5000 [2:45:13<31:51,  1.16s/it]
 67%|██████▋   | 3349/5000 [2:45:14<31:29,  1.14s/it]
 67%|██████▋   | 3350/5000 [2:45:15<31:13,  1.14s/it]
                                                     
 67%|██████▋   | 3350/5000 [2:45:15<31:13,  1.14s/it]
 67%|██████▋   | 3351/5000 [2:45:16<31:02,  1.13s/it]
 67%|██████▋   | 3352/5000 [2:45:17<31:28,  1.15s/it]
 67%|██████▋   | 3353/5000 [2:45:18<31:48,  1.16s/it]
 67%|██████▋   | 3354/5000 [2:45:21<40:57,  1.49s/it]
 67%|██████▋   | 3355/5000 [2:45:22<38:45,  1.41s/it]
 67%|██████▋   | 3356/5000 [2:45:23<37:06,  1.35s/it]
 67%|██████▋   | 3357/5000 [2:45:24<36:11,  1.32s/it]
 67%|██████▋   | 3358/5000 [2:45:26<35:25,  1.29s/it]
 67%|██████▋   | 3359/5000 [2:45:27<34:23,  1.26s/it]
 67%|██████▋   | 3360/5000 [2:45:28<33:22,  1.22s/it]
 67%|██████▋   | 3361/5000 [2:45:29<32:19,  1.18s/it]
 67%|██████▋   | 3362/5000 [2:45:30<31:39,  1.16s/it]
 67%|██████▋   | 3363/5000 [2:45:31<31:14,  1.14s/it]
 67%|██████▋   | 3364/5000 [2:45:32<30:50,  1.13s/it]
 67%|██████▋   | 3365/5000 [2:45:33<30:31,  1.12s/it]
 67%|██████▋   | 3366/5000 [2:45:34<30:21,  1.11s/it]
 67%|██████▋   | 3367/5000 [2:45:36<30:10,  1.11s/it]
 67%|██████▋   | 3368/5000 [2:45:37<30:04,  1.11s/it]
 67%|██████▋   | 3369/5000 [2:45:38<29:56,  1.10s/it]
 67%|██████▋   | 3370/5000 [2:45:39<29:57,  1.10s/it]
 67%|██████▋   | 3371/5000 [2:45:40<30:00,  1.11s/it]
 67%|██████▋   | 3372/5000 [2:45:41<30:36,  1.13s/it]
 67%|██████▋   | 3373/5000 [2:45:42<30:48,  1.14s/it]
 67%|██████▋   | 3374/5000 [2:45:43<30:29,  1.13s/it]
 68%|██████▊   | 3375/5000 [2:45:45<30:32,  1.13s/it]
                                                     
 68%|██████▊   | 3375/5000 [2:45:45<30:32,  1.13s/it]
 68%|██████▊   | 3376/5000 [2:45:46<30:18,  1.12s/it]
 68%|██████▊   | 3377/5000 [2:45:47<30:06,  1.11s/it]
 68%|██████▊   | 3378/5000 [2:45:48<30:22,  1.12s/it]
 68%|██████▊   | 3379/5000 [2:45:49<30:59,  1.15s/it]
 68%|██████▊   | 3380/5000 [2:45:50<31:47,  1.18s/it]
 68%|██████▊   | 3381/5000 [2:45:52<32:24,  1.20s/it]
 68%|██████▊   | 3382/5000 [2:45:53<32:51,  1.22s/it]
 68%|██████▊   | 3383/5000 [2:45:54<33:12,  1.23s/it]
 68%|██████▊   | 3384/5000 [2:45:55<33:07,  1.23s/it]
 68%|██████▊   | 3385/5000 [2:45:57<33:18,  1.24s/it]
 68%|██████▊   | 3386/5000 [2:45:58<33:34,  1.25s/it]
 68%|██████▊   | 3387/5000 [2:45:59<32:36,  1.21s/it]
 68%|██████▊   | 3388/5000 [2:46:00<31:41,  1.18s/it]
 68%|██████▊   | 3389/5000 [2:46:01<31:06,  1.16s/it]
 68%|██████▊   | 3390/5000 [2:46:02<30:36,  1.14s/it]
 68%|██████▊   | 3391/5000 [2:46:03<30:17,  1.13s/it]
 68%|██████▊   | 3392/5000 [2:46:05<29:55,  1.12s/it]
 68%|██████▊   | 3393/5000 [2:46:06<29:47,  1.11s/it]
 68%|██████▊   | 3394/5000 [2:46:07<29:44,  1.11s/it]
 68%|██████▊   | 3395/5000 [2:46:08<29:40,  1.11s/it]
 68%|██████▊   | 3396/5000 [2:46:09<29:36,  1.11s/it]
 68%|██████▊   | 3397/5000 [2:46:10<29:41,  1.11s/it]
 68%|██████▊   | 3398/5000 [2:46:11<29:43,  1.11s/it]
 68%|██████▊   | 3399/5000 [2:46:12<29:41,  1.11s/it]
 68%|██████▊   | 3400/5000 [2:46:15<41:30,  1.56s/it]
                                                     
 68%|██████▊   | 3400/5000 [2:46:15<41:30,  1.56s/it]
 68%|██████▊   | 3401/5000 [2:46:16<37:48,  1.42s/it]
 68%|██████▊   | 3402/5000 [2:46:17<35:28,  1.33s/it]
 68%|██████▊   | 3403/5000 [2:46:18<33:35,  1.26s/it]
 68%|██████▊   | 3404/5000 [2:46:19<32:14,  1.21s/it]
 68%|██████▊   | 3405/5000 [2:46:20<31:25,  1.18s/it]
 68%|██████▊   | 3406/5000 [2:46:21<30:45,  1.16s/it]
 68%|██████▊   | 3407/5000 [2:46:23<30:20,  1.14s/it]
 68%|██████▊   | 3408/5000 [2:46:24<29:57,  1.13s/it]
 68%|██████▊   | 3409/5000 [2:46:26<36:29,  1.38s/it]
 68%|██████▊   | 3410/5000 [2:46:27<34:23,  1.30s/it]
 68%|██████▊   | 3411/5000 [2:46:28<32:48,  1.24s/it]
 68%|██████▊   | 3412/5000 [2:46:29<31:44,  1.20s/it]
 68%|██████▊   | 3413/5000 [2:46:30<31:00,  1.17s/it]
 68%|██████▊   | 3414/5000 [2:46:31<30:31,  1.15s/it]
 68%|██████▊   | 3415/5000 [2:46:32<30:06,  1.14s/it]
 68%|██████▊   | 3416/5000 [2:46:33<29:45,  1.13s/it]
 68%|██████▊   | 3417/5000 [2:46:35<29:36,  1.12s/it]
 68%|██████▊   | 3418/5000 [2:46:36<29:36,  1.12s/it]
 68%|██████▊   | 3419/5000 [2:46:37<29:23,  1.12s/it]
 68%|██████▊   | 3420/5000 [2:46:38<29:15,  1.11s/it]
 68%|██████▊   | 3421/5000 [2:46:39<29:11,  1.11s/it]
 68%|██████▊   | 3422/5000 [2:46:40<29:07,  1.11s/it]
 68%|██████▊   | 3423/5000 [2:46:41<29:04,  1.11s/it]
 68%|██████▊   | 3424/5000 [2:46:42<29:02,  1.11s/it]
 68%|██████▊   | 3425/5000 [2:46:43<29:00,  1.10s/it]
                                                     
 68%|██████▊   | 3425/5000 [2:46:43<29:00,  1.10s/it]
 69%|██████▊   | 3426/5000 [2:46:44<29:05,  1.11s/it]
 69%|██████▊   | 3427/5000 [2:46:46<29:04,  1.11s/it]
 69%|██████▊   | 3428/5000 [2:46:47<29:13,  1.12s/it]
 69%|██████▊   | 3429/5000 [2:46:48<29:07,  1.11s/it]
 69%|██████▊   | 3430/5000 [2:46:49<28:58,  1.11s/it]
 69%|██████▊   | 3431/5000 [2:46:50<28:50,  1.10s/it]
 69%|██████▊   | 3432/5000 [2:46:51<28:46,  1.10s/it]
 69%|██████▊   | 3433/5000 [2:46:52<28:42,  1.10s/it]
 69%|██████▊   | 3434/5000 [2:46:53<28:38,  1.10s/it]
 69%|██████▊   | 3435/5000 [2:46:54<28:41,  1.10s/it]
 69%|██████▊   | 3436/5000 [2:46:56<28:41,  1.10s/it]
 69%|██████▊   | 3437/5000 [2:46:57<28:41,  1.10s/it]
 69%|██████▉   | 3438/5000 [2:46:58<28:38,  1.10s/it]
 69%|██████▉   | 3439/5000 [2:46:59<28:50,  1.11s/it]
 69%|██████▉   | 3440/5000 [2:47:00<28:44,  1.11s/it]
 69%|██████▉   | 3441/5000 [2:47:01<28:41,  1.10s/it]
 69%|██████▉   | 3442/5000 [2:47:02<28:36,  1.10s/it]
 69%|██████▉   | 3443/5000 [2:47:03<28:30,  1.10s/it]
 69%|██████▉   | 3444/5000 [2:47:04<28:26,  1.10s/it]
 69%|██████▉   | 3445/5000 [2:47:05<28:23,  1.10s/it]
 69%|██████▉   | 3446/5000 [2:47:06<28:18,  1.09s/it]
 69%|██████▉   | 3447/5000 [2:47:08<28:18,  1.09s/it]
 69%|██████▉   | 3448/5000 [2:47:09<28:28,  1.10s/it]
 69%|██████▉   | 3449/5000 [2:47:10<28:27,  1.10s/it]
 69%|██████▉   | 3450/5000 [2:47:11<28:27,  1.10s/it]
                                                     
 69%|██████▉   | 3450/5000 [2:47:11<28:27,  1.10s/it]
 69%|██████▉   | 3451/5000 [2:47:12<28:25,  1.10s/it]
 69%|██████▉   | 3452/5000 [2:47:13<28:22,  1.10s/it]
 69%|██████▉   | 3453/5000 [2:47:14<28:22,  1.10s/it]
 69%|██████▉   | 3454/5000 [2:47:15<28:15,  1.10s/it]
 69%|██████▉   | 3455/5000 [2:47:16<28:55,  1.12s/it]
 69%|██████▉   | 3456/5000 [2:47:18<28:44,  1.12s/it]
 69%|██████▉   | 3457/5000 [2:47:19<28:35,  1.11s/it]
 69%|██████▉   | 3458/5000 [2:47:20<28:30,  1.11s/it]
 69%|██████▉   | 3459/5000 [2:47:21<28:19,  1.10s/it]
 69%|██████▉   | 3460/5000 [2:47:22<29:01,  1.13s/it]
 69%|██████▉   | 3461/5000 [2:47:23<29:04,  1.13s/it]
 69%|██████▉   | 3462/5000 [2:47:24<29:53,  1.17s/it]
 69%|██████▉   | 3463/5000 [2:47:26<30:43,  1.20s/it]
 69%|██████▉   | 3464/5000 [2:47:27<31:06,  1.22s/it]
 69%|██████▉   | 3465/5000 [2:47:28<31:26,  1.23s/it]
 69%|██████▉   | 3466/5000 [2:47:29<31:37,  1.24s/it]
 69%|██████▉   | 3467/5000 [2:47:31<31:41,  1.24s/it]
 69%|██████▉   | 3468/5000 [2:47:36<1:02:50,  2.46s/it]
 69%|██████▉   | 3469/5000 [2:47:37<53:32,  2.10s/it]  
 69%|██████▉   | 3470/5000 [2:47:39<47:02,  1.84s/it]
 69%|██████▉   | 3471/5000 [2:47:40<41:21,  1.62s/it]
 69%|██████▉   | 3472/5000 [2:47:41<37:18,  1.46s/it]
 69%|██████▉   | 3473/5000 [2:47:42<34:28,  1.35s/it]
 69%|██████▉   | 3474/5000 [2:47:43<32:24,  1.27s/it]
 70%|██████▉   | 3475/5000 [2:47:44<31:02,  1.22s/it]
                                                     
 70%|██████▉   | 3475/5000 [2:47:44<31:02,  1.22s/it]
 70%|██████▉   | 3476/5000 [2:47:46<36:23,  1.43s/it]
 70%|██████▉   | 3477/5000 [2:47:47<33:48,  1.33s/it]
 70%|██████▉   | 3478/5000 [2:47:48<31:58,  1.26s/it]
 70%|██████▉   | 3479/5000 [2:47:49<30:40,  1.21s/it]
 70%|██████▉   | 3480/5000 [2:47:50<29:49,  1.18s/it]
 70%|██████▉   | 3481/5000 [2:47:51<29:20,  1.16s/it]
 70%|██████▉   | 3482/5000 [2:47:53<29:02,  1.15s/it]
 70%|██████▉   | 3483/5000 [2:47:54<28:48,  1.14s/it]
 70%|██████▉   | 3484/5000 [2:47:55<28:37,  1.13s/it]
 70%|██████▉   | 3485/5000 [2:47:56<28:30,  1.13s/it]
 70%|██████▉   | 3486/5000 [2:47:57<28:23,  1.13s/it]
 70%|██████▉   | 3487/5000 [2:47:58<28:19,  1.12s/it]
 70%|██████▉   | 3488/5000 [2:47:59<28:29,  1.13s/it]
 70%|██████▉   | 3489/5000 [2:48:00<28:11,  1.12s/it]
 70%|██████▉   | 3490/5000 [2:48:02<28:00,  1.11s/it]
 70%|██████▉   | 3491/5000 [2:48:03<27:54,  1.11s/it]
 70%|██████▉   | 3492/5000 [2:48:04<27:58,  1.11s/it]
 70%|██████▉   | 3493/5000 [2:48:05<28:34,  1.14s/it]
 70%|██████▉   | 3494/5000 [2:48:06<29:26,  1.17s/it]
 70%|██████▉   | 3495/5000 [2:48:07<29:50,  1.19s/it]
 70%|██████▉   | 3496/5000 [2:48:09<30:24,  1.21s/it]
 70%|██████▉   | 3497/5000 [2:48:10<30:55,  1.23s/it]
 70%|██████▉   | 3498/5000 [2:48:11<30:52,  1.23s/it]
 70%|██████▉   | 3499/5000 [2:48:12<31:04,  1.24s/it]
 70%|███████   | 3500/5000 [2:48:14<31:01,  1.24s/it]
                                                     
 70%|███████   | 3500/5000 [2:48:14<31:01,  1.24s/it]
 70%|███████   | 3501/5000 [2:48:15<31:00,  1.24s/it]
 70%|███████   | 3502/5000 [2:48:16<30:18,  1.21s/it]
 70%|███████   | 3503/5000 [2:48:17<29:44,  1.19s/it]
 70%|███████   | 3504/5000 [2:48:18<29:06,  1.17s/it]
 70%|███████   | 3505/5000 [2:48:19<28:29,  1.14s/it]
 70%|███████   | 3506/5000 [2:48:21<29:16,  1.18s/it]
 70%|███████   | 3507/5000 [2:48:22<28:40,  1.15s/it]
 70%|███████   | 3508/5000 [2:48:23<28:20,  1.14s/it]
 70%|███████   | 3509/5000 [2:48:24<28:04,  1.13s/it]
 70%|███████   | 3510/5000 [2:48:25<27:51,  1.12s/it]
 70%|███████   | 3511/5000 [2:48:26<27:40,  1.12s/it]
 70%|███████   | 3512/5000 [2:48:27<27:30,  1.11s/it]
 70%|███████   | 3513/5000 [2:48:28<27:21,  1.10s/it]
 70%|███████   | 3514/5000 [2:48:29<27:14,  1.10s/it]
 70%|███████   | 3515/5000 [2:48:31<27:23,  1.11s/it]
 70%|███████   | 3516/5000 [2:48:32<27:22,  1.11s/it]
 70%|███████   | 3517/5000 [2:48:33<27:17,  1.10s/it]
 70%|███████   | 3518/5000 [2:48:34<27:15,  1.10s/it]
 70%|███████   | 3519/5000 [2:48:35<27:10,  1.10s/it]
 70%|███████   | 3520/5000 [2:48:36<27:05,  1.10s/it]
 70%|███████   | 3521/5000 [2:48:37<27:04,  1.10s/it]
 70%|███████   | 3522/5000 [2:48:38<27:01,  1.10s/it]
 70%|███████   | 3523/5000 [2:48:39<26:58,  1.10s/it]
 70%|███████   | 3524/5000 [2:48:40<26:58,  1.10s/it]
 70%|███████   | 3525/5000 [2:48:42<26:58,  1.10s/it]
                                                     
 70%|███████   | 3525/5000 [2:48:42<26:58,  1.10s/it]
 71%|███████   | 3526/5000 [2:48:43<27:08,  1.10s/it]
 71%|███████   | 3527/5000 [2:48:44<27:05,  1.10s/it]
 71%|███████   | 3528/5000 [2:48:45<27:05,  1.10s/it]
 71%|███████   | 3529/5000 [2:48:46<27:13,  1.11s/it]
 71%|███████   | 3530/5000 [2:48:47<27:20,  1.12s/it]
 71%|███████   | 3531/5000 [2:48:48<27:32,  1.13s/it]
 71%|███████   | 3532/5000 [2:48:49<27:19,  1.12s/it]
 71%|███████   | 3533/5000 [2:48:51<27:13,  1.11s/it]
 71%|███████   | 3534/5000 [2:48:52<27:22,  1.12s/it]
 71%|███████   | 3535/5000 [2:48:54<38:40,  1.58s/it]
 71%|███████   | 3536/5000 [2:48:55<35:29,  1.45s/it]
 71%|███████   | 3537/5000 [2:48:57<32:50,  1.35s/it]
 71%|███████   | 3538/5000 [2:48:58<31:04,  1.28s/it]
 71%|███████   | 3539/5000 [2:48:59<29:55,  1.23s/it]
 71%|██████���   | 3540/5000 [2:49:00<29:02,  1.19s/it]
 71%|███████   | 3541/5000 [2:49:01<28:24,  1.17s/it]
 71%|███████   | 3542/5000 [2:49:02<28:10,  1.16s/it]
 71%|███████   | 3543/5000 [2:49:03<27:47,  1.14s/it]
 71%|███████   | 3544/5000 [2:49:04<27:34,  1.14s/it]
 71%|███████   | 3545/5000 [2:49:06<27:30,  1.13s/it]
 71%|███████   | 3546/5000 [2:49:07<27:20,  1.13s/it]
 71%|███████   | 3547/5000 [2:49:08<27:23,  1.13s/it]
 71%|███████   | 3548/5000 [2:49:10<35:12,  1.46s/it]
 71%|███████   | 3549/5000 [2:49:11<32:35,  1.35s/it]
 71%|███████   | 3550/5000 [2:49:12<30:51,  1.28s/it]
                                                     
 71%|███████   | 3550/5000 [2:49:12<30:51,  1.28s/it]
 71%|███████   | 3551/5000 [2:49:13<29:33,  1.22s/it]
 71%|███████   | 3552/5000 [2:49:14<28:43,  1.19s/it]
 71%|███████   | 3553/5000 [2:49:16<28:06,  1.17s/it]
 71%|███████   | 3554/5000 [2:49:17<27:42,  1.15s/it]
 71%|███████   | 3555/5000 [2:49:18<28:09,  1.17s/it]
 71%|███████   | 3556/5000 [2:49:19<27:41,  1.15s/it]
 71%|███████   | 3557/5000 [2:49:20<27:22,  1.14s/it]
 71%|███████   | 3558/5000 [2:49:21<27:15,  1.13s/it]
 71%|███████   | 3559/5000 [2:49:22<27:07,  1.13s/it]
 71%|███████   | 3560/5000 [2:49:23<27:12,  1.13s/it]
 71%|███████   | 3561/5000 [2:49:25<27:00,  1.13s/it]
 71%|███████   | 3562/5000 [2:49:26<26:55,  1.12s/it]
 71%|███████▏  | 3563/5000 [2:49:27<26:50,  1.12s/it]
 71%|███████▏  | 3564/5000 [2:49:28<26:51,  1.12s/it]
 71%|███████▏  | 3565/5000 [2:49:29<26:50,  1.12s/it]
 71%|███████▏  | 3566/5000 [2:49:30<26:40,  1.12s/it]
 71%|███████▏  | 3567/5000 [2:49:31<26:32,  1.11s/it]
 71%|███████▏  | 3568/5000 [2:49:32<26:28,  1.11s/it]
 71%|███████▏  | 3569/5000 [2:49:33<26:29,  1.11s/it]
 71%|███████▏  | 3570/5000 [2:49:35<26:26,  1.11s/it]
 71%|███████▏  | 3571/5000 [2:49:36<26:22,  1.11s/it]
 71%|███████▏  | 3572/5000 [2:49:37<26:18,  1.11s/it]
 71%|███████▏  | 3573/5000 [2:49:38<26:18,  1.11s/it]
 71%|███████▏  | 3574/5000 [2:49:39<26:18,  1.11s/it]
 72%|███████▏  | 3575/5000 [2:49:40<26:17,  1.11s/it]
                                                     
 72%|███████▏  | 3575/5000 [2:49:40<26:17,  1.11s/it]
 72%|███████▏  | 3576/5000 [2:49:41<26:17,  1.11s/it]
 72%|███████▏  | 3577/5000 [2:49:42<26:13,  1.11s/it]
 72%|███████▏  | 3578/5000 [2:49:43<26:14,  1.11s/it]
 72%|███████▏  | 3579/5000 [2:49:45<26:13,  1.11s/it]
 72%|███████▏  | 3580/5000 [2:49:46<26:14,  1.11s/it]
 72%|███████▏  | 3581/5000 [2:49:47<26:10,  1.11s/it]
 72%|███████▏  | 3582/5000 [2:49:48<26:08,  1.11s/it]
 72%|███████▏  | 3583/5000 [2:49:49<26:08,  1.11s/it]
 72%|███████▏  | 3584/5000 [2:49:50<26:06,  1.11s/it]
 72%|███████▏  | 3585/5000 [2:49:51<26:10,  1.11s/it]
 72%|███████▏  | 3586/5000 [2:49:52<26:08,  1.11s/it]
 72%|███████▏  | 3587/5000 [2:49:53<26:05,  1.11s/it]
 72%|███████▏  | 3588/5000 [2:49:55<26:23,  1.12s/it]
 72%|███████▏  | 3589/5000 [2:49:56<26:15,  1.12s/it]
 72%|███████▏  | 3590/5000 [2:49:57<26:09,  1.11s/it]
 72%|███████▏  | 3591/5000 [2:49:58<26:05,  1.11s/it]
 72%|███████▏  | 3592/5000 [2:50:01<37:19,  1.59s/it]
 72%|███████▏  | 3593/5000 [2:50:02<33:52,  1.44s/it]
 72%|███████▏  | 3594/5000 [2:50:03<31:46,  1.36s/it]
 72%|███████▏  | 3595/5000 [2:50:04<30:54,  1.32s/it]
 72%|███████▏  | 3596/5000 [2:50:05<30:24,  1.30s/it]
 72%|███████▏  | 3597/5000 [2:50:07<30:06,  1.29s/it]
 72%|███████▏  | 3598/5000 [2:50:08<28:50,  1.23s/it]
 72%|███████▏  | 3599/5000 [2:50:09<27:54,  1.20s/it]
 72%|███████▏  | 3600/5000 [2:50:10<27:12,  1.17s/it]
                                                     
 72%|███████▏  | 3600/5000 [2:50:10<27:12,  1.17s/it]
 72%|███████▏  | 3601/5000 [2:50:11<26:48,  1.15s/it]
 72%|███████▏  | 3602/5000 [2:50:12<26:30,  1.14s/it]
 72%|███████▏  | 3603/5000 [2:50:13<26:12,  1.13s/it]
 72%|███████▏  | 3604/5000 [2:50:15<33:38,  1.45s/it]
 72%|███████▏  | 3605/5000 [2:50:16<31:11,  1.34s/it]
 72%|███████▏  | 3606/5000 [2:50:18<29:32,  1.27s/it]
 72%|███████▏  | 3607/5000 [2:50:19<28:21,  1.22s/it]
 72%|███████▏  | 3608/5000 [2:50:20<27:32,  1.19s/it]
 72%|███████▏  | 3609/5000 [2:50:21<26:58,  1.16s/it]
 72%|███████▏  | 3610/5000 [2:50:22<26:34,  1.15s/it]
 72%|███████▏  | 3611/5000 [2:50:23<26:17,  1.14s/it]
 72%|███████▏  | 3612/5000 [2:50:24<26:01,  1.12s/it]
 72%|███████▏  | 3613/5000 [2:50:25<25:51,  1.12s/it]
 72%|███████▏  | 3614/5000 [2:50:26<25:43,  1.11s/it]
 72%|███████▏  | 3615/5000 [2:50:28<25:39,  1.11s/it]
 72%|███████▏  | 3616/5000 [2:50:29<25:33,  1.11s/it]
 72%|███████▏  | 3617/5000 [2:50:30<25:29,  1.11s/it]
 72%|███████▏  | 3618/5000 [2:50:31<25:28,  1.11s/it]
 72%|███████▏  | 3619/5000 [2:50:32<25:23,  1.10s/it]
 72%|███████▏  | 3620/5000 [2:50:33<26:12,  1.14s/it]
 72%|███████▏  | 3621/5000 [2:50:34<25:54,  1.13s/it]
 72%|███████▏  | 3622/5000 [2:50:35<25:45,  1.12s/it]
 72%|███████▏  | 3623/5000 [2:50:36<25:35,  1.12s/it]
 72%|███████▏  | 3624/5000 [2:50:38<25:27,  1.11s/it]
 72%|███████▎  | 3625/5000 [2:50:39<25:23,  1.11s/it]
                                                     
 72%|███████▎  | 3625/5000 [2:50:39<25:23,  1.11s/it]
 73%|███████▎  | 3626/5000 [2:50:40<25:17,  1.10s/it]
 73%|███████▎  | 3627/5000 [2:50:41<25:12,  1.10s/it]
 73%|███████▎  | 3628/5000 [2:50:42<25:08,  1.10s/it]
 73%|███████▎  | 3629/5000 [2:50:43<25:03,  1.10s/it]
 73%|███████▎  | 3630/5000 [2:50:44<25:03,  1.10s/it]
 73%|███████▎  | 3631/5000 [2:50:45<25:02,  1.10s/it]
 73%|███████▎  | 3632/5000 [2:50:46<25:01,  1.10s/it]
 73%|███████▎  | 3633/5000 [2:50:48<25:38,  1.13s/it]
 73%|███████▎  | 3634/5000 [2:50:49<25:42,  1.13s/it]
 73%|███████▎  | 3635/5000 [2:50:50<25:37,  1.13s/it]
 73%|███████▎  | 3636/5000 [2:50:51<25:39,  1.13s/it]
 73%|███████▎  | 3637/5000 [2:50:52<25:27,  1.12s/it]
 73%|███████▎  | 3638/5000 [2:50:53<25:25,  1.12s/it]
 73%|███████▎  | 3639/5000 [2:50:54<25:37,  1.13s/it]
 73%|███████▎  | 3640/5000 [2:50:55<25:34,  1.13s/it]
 73%|███████▎  | 3641/5000 [2:50:57<25:21,  1.12s/it]
 73%|███████▎  | 3642/5000 [2:50:58<25:13,  1.11s/it]
 73%|███████▎  | 3643/5000 [2:50:59<25:29,  1.13s/it]
 73%|███████▎  | 3644/5000 [2:51:00<25:20,  1.12s/it]
 73%|███████▎  | 3645/5000 [2:51:03<35:35,  1.58s/it]
 73%|███████▎  | 3646/5000 [2:51:04<32:20,  1.43s/it]
 73%|███████▎  | 3647/5000 [2:51:05<30:07,  1.34s/it]
 73%|███████▎  | 3648/5000 [2:51:06<28:35,  1.27s/it]
 73%|███████▎  | 3649/5000 [2:51:07<27:25,  1.22s/it]
 73%|███████▎  | 3650/5000 [2:51:08<26:39,  1.18s/it]
                                                     
 73%|███████▎  | 3650/5000 [2:51:08<26:39,  1.18s/it]
 73%|███████▎  | 3651/5000 [2:51:09<26:07,  1.16s/it]
 73%|███████▎  | 3652/5000 [2:51:10<25:42,  1.14s/it]
 73%|███████▎  | 3653/5000 [2:51:11<25:24,  1.13s/it]
 73%|███████▎  | 3654/5000 [2:51:12<25:09,  1.12s/it]
 73%|███████▎  | 3655/5000 [2:51:14<24:59,  1.12s/it]
 73%|███████▎  | 3656/5000 [2:51:15<24:54,  1.11s/it]
 73%|███████▎  | 3657/5000 [2:51:16<24:51,  1.11s/it]
 73%|███████▎  | 3658/5000 [2:51:17<24:50,  1.11s/it]
 73%|███████▎  | 3659/5000 [2:51:18<24:47,  1.11s/it]
 73%|███████▎  | 3660/5000 [2:51:19<24:43,  1.11s/it]
 73%|███████▎  | 3661/5000 [2:51:20<24:41,  1.11s/it]
 73%|███████▎  | 3662/5000 [2:51:21<24:45,  1.11s/it]
 73%|███████▎  | 3663/5000 [2:51:22<24:41,  1.11s/it]
 73%|███████▎  | 3664/5000 [2:51:24<25:12,  1.13s/it]
 73%|███████▎  | 3665/5000 [2:51:25<25:40,  1.15s/it]
 73%|███████▎  | 3666/5000 [2:51:26<26:09,  1.18s/it]
 73%|███████▎  | 3667/5000 [2:51:27<26:37,  1.20s/it]
 73%|███████▎  | 3668/5000 [2:51:29<26:56,  1.21s/it]
 73%|███████▎  | 3669/5000 [2:51:30<27:11,  1.23s/it]
 73%|███████▎  | 3670/5000 [2:51:31<27:21,  1.23s/it]
 73%|███████▎  | 3671/5000 [2:51:32<27:30,  1.24s/it]
 73%|███████▎  | 3672/5000 [2:51:34<27:23,  1.24s/it]
 73%|███████▎  | 3673/5000 [2:51:35<27:34,  1.25s/it]
 73%|███████▎  | 3674/5000 [2:51:37<33:08,  1.50s/it]
 74%|███████▎  | 3675/5000 [2:51:38<31:41,  1.44s/it]
                                                     
 74%|███████▎  | 3675/5000 [2:51:38<31:41,  1.44s/it]
 74%|███████▎  | 3676/5000 [2:51:39<29:37,  1.34s/it]
 74%|███████▎  | 3677/5000 [2:51:40<27:58,  1.27s/it]
 74%|███████▎  | 3678/5000 [2:51:42<26:49,  1.22s/it]
 74%|███████▎  | 3679/5000 [2:51:43<26:02,  1.18s/it]
 74%|███████▎  | 3680/5000 [2:51:44<25:29,  1.16s/it]
 74%|███████▎  | 3681/5000 [2:51:45<25:06,  1.14s/it]
 74%|███████▎  | 3682/5000 [2:51:46<24:55,  1.13s/it]
 74%|███████▎  | 3683/5000 [2:51:47<24:39,  1.12s/it]
 74%|███████▎  | 3684/5000 [2:51:48<24:33,  1.12s/it]
 74%|███████▎  | 3685/5000 [2:51:49<24:22,  1.11s/it]
 74%|███████▎  | 3686/5000 [2:51:50<24:12,  1.11s/it]
 74%|███████▎  | 3687/5000 [2:51:51<24:05,  1.10s/it]
 74%|███████▍  | 3688/5000 [2:51:53<24:07,  1.10s/it]
 74%|███████▍  | 3689/5000 [2:51:54<24:10,  1.11s/it]
 74%|███████▍  | 3690/5000 [2:51:55<24:10,  1.11s/it]
 74%|███████▍  | 3691/5000 [2:51:56<24:05,  1.10s/it]
 74%|███████▍  | 3692/5000 [2:51:57<24:03,  1.10s/it]
 74%|███████▍  | 3693/5000 [2:51:58<24:00,  1.10s/it]
 74%|███████▍  | 3694/5000 [2:51:59<24:00,  1.10s/it]
 74%|███████▍  | 3695/5000 [2:52:00<23:58,  1.10s/it]
 74%|███████▍  | 3696/5000 [2:52:01<23:55,  1.10s/it]
 74%|███████▍  | 3697/5000 [2:52:02<23:56,  1.10s/it]
 74%|███████▍  | 3698/5000 [2:52:04<23:56,  1.10s/it]
 74%|███████▍  | 3699/5000 [2:52:05<23:54,  1.10s/it]
 74%|███████▍  | 3700/5000 [2:52:06<23:52,  1.10s/it]
                                                     
 74%|███████▍  | 3700/5000 [2:52:06<23:52,  1.10s/it]
 74%|███████▍  | 3701/5000 [2:52:08<33:58,  1.57s/it]
 74%|███████▍  | 3702/5000 [2:52:10<30:57,  1.43s/it]
 74%|███████▍  | 3703/5000 [2:52:11<28:47,  1.33s/it]
 74%|███████▍  | 3704/5000 [2:52:12<27:22,  1.27s/it]
 74%|███████▍  | 3705/5000 [2:52:13<26:23,  1.22s/it]
 74%|███████▍  | 3706/5000 [2:52:14<25:45,  1.19s/it]
 74%|███████▍  | 3707/5000 [2:52:15<26:01,  1.21s/it]
 74%|███████▍  | 3708/5000 [2:52:16<25:56,  1.20s/it]
 74%|███████▍  | 3709/5000 [2:52:18<25:16,  1.17s/it]
 74%|███████▍  | 3710/5000 [2:52:19<24:46,  1.15s/it]
 74%|███████▍  | 3711/5000 [2:52:20<24:28,  1.14s/it]
 74%|███████▍  | 3712/5000 [2:52:21<24:14,  1.13s/it]
 74%|███████▍  | 3713/5000 [2:52:22<24:05,  1.12s/it]
 74%|███████▍  | 3714/5000 [2:52:23<23:58,  1.12s/it]
 74%|███████▍  | 3715/5000 [2:52:24<23:57,  1.12s/it]
 74%|███████▍  | 3716/5000 [2:52:25<23:52,  1.12s/it]
 74%|███████▍  | 3717/5000 [2:52:26<23:46,  1.11s/it]
 74%|███████▍  | 3718/5000 [2:52:27<23:44,  1.11s/it]
 74%|███████▍  | 3719/5000 [2:52:29<23:43,  1.11s/it]
 74%|███████▍  | 3720/5000 [2:52:30<23:44,  1.11s/it]
 74%|███████▍  | 3721/5000 [2:52:31<23:42,  1.11s/it]
 74%|███████▍  | 3722/5000 [2:52:32<23:43,  1.11s/it]
 74%|███████▍  | 3723/5000 [2:52:33<23:42,  1.11s/it]
 74%|███████▍  | 3724/5000 [2:52:34<23:43,  1.12s/it]
 74%|███████▍  | 3725/5000 [2:52:35<23:41,  1.11s/it]
                                                     
 74%|███████▍  | 3725/5000 [2:52:35<23:41,  1.11s/it]
 75%|███████▍  | 3726/5000 [2:52:36<23:35,  1.11s/it]
 75%|███████▍  | 3727/5000 [2:52:38<23:31,  1.11s/it]
 75%|███████▍  | 3728/5000 [2:52:39<23:34,  1.11s/it]
 75%|███████▍  | 3729/5000 [2:52:40<23:32,  1.11s/it]
 75%|███████▍  | 3730/5000 [2:52:41<24:12,  1.14s/it]
 75%|███████▍  | 3731/5000 [2:52:42<24:00,  1.14s/it]
 75%|███████▍  | 3732/5000 [2:52:43<23:47,  1.13s/it]
 75%|███████▍  | 3733/5000 [2:52:44<23:38,  1.12s/it]
 75%|███████▍  | 3734/5000 [2:52:45<23:36,  1.12s/it]
 75%|███████▍  | 3735/5000 [2:52:47<23:32,  1.12s/it]
 75%|███████▍  | 3736/5000 [2:52:48<23:28,  1.11s/it]
 75%|███████▍  | 3737/5000 [2:52:49<23:21,  1.11s/it]
 75%|███████▍  | 3738/5000 [2:52:50<23:21,  1.11s/it]
 75%|███████▍  | 3739/5000 [2:52:52<28:19,  1.35s/it]
 75%|███████▍  | 3740/5000 [2:52:53<26:48,  1.28s/it]
 75%|███████▍  | 3741/5000 [2:52:54<25:41,  1.22s/it]
 75%|███████▍  | 3742/5000 [2:52:55<24:52,  1.19s/it]
 75%|███████▍  | 3743/5000 [2:52:56<24:17,  1.16s/it]
 75%|███████▍  | 3744/5000 [2:52:57<23:57,  1.14s/it]
 75%|███████▍  | 3745/5000 [2:52:58<23:52,  1.14s/it]
 75%|██���████▍  | 3746/5000 [2:53:00<24:13,  1.16s/it]
 75%|███████▍  | 3747/5000 [2:53:01<24:25,  1.17s/it]
 75%|███████▍  | 3748/5000 [2:53:02<23:59,  1.15s/it]
 75%|███████▍  | 3749/5000 [2:53:03<23:44,  1.14s/it]
 75%|███████▌  | 3750/5000 [2:53:04<23:32,  1.13s/it]
                                                     
 75%|███████▌  | 3750/5000 [2:53:04<23:32,  1.13s/it]
 75%|███████▌  | 3751/5000 [2:53:05<23:21,  1.12s/it]
 75%|███████▌  | 3752/5000 [2:53:06<23:14,  1.12s/it]
 75%|███████▌  | 3753/5000 [2:53:07<23:05,  1.11s/it]
 75%|███████▌  | 3754/5000 [2:53:09<23:06,  1.11s/it]
 75%|███████▌  | 3755/5000 [2:53:10<23:59,  1.16s/it]
 75%|███████▌  | 3756/5000 [2:53:13<34:50,  1.68s/it]
 75%|███████▌  | 3757/5000 [2:53:14<32:01,  1.55s/it]
 75%|███████▌  | 3758/5000 [2:53:15<30:05,  1.45s/it]
 75%|███████▌  | 3759/5000 [2:53:16<27:56,  1.35s/it]
 75%|███████▌  | 3760/5000 [2:53:17<26:26,  1.28s/it]
 75%|███████▌  | 3761/5000 [2:53:18<25:21,  1.23s/it]
 75%|███████▌  | 3762/5000 [2:53:20<24:39,  1.20s/it]
 75%|███████▌  | 3763/5000 [2:53:21<24:19,  1.18s/it]
 75%|███████▌  | 3764/5000 [2:53:22<23:50,  1.16s/it]
 75%|███████▌  | 3765/5000 [2:53:23<23:35,  1.15s/it]
 75%|███████▌  | 3766/5000 [2:53:24<23:22,  1.14s/it]
 75%|███████▌  | 3767/5000 [2:53:25<23:16,  1.13s/it]
 75%|███████▌  | 3768/5000 [2:53:26<23:09,  1.13s/it]
 75%|███████▌  | 3769/5000 [2:53:27<23:05,  1.13s/it]
 75%|███████▌  | 3770/5000 [2:53:29<23:02,  1.12s/it]
 75%|███████▌  | 3771/5000 [2:53:30<22:58,  1.12s/it]
 75%|███████▌  | 3772/5000 [2:53:31<22:56,  1.12s/it]
 75%|███████▌  | 3773/5000 [2:53:32<22:51,  1.12s/it]
 75%|███████▌  | 3774/5000 [2:53:33<22:54,  1.12s/it]
 76%|███████▌  | 3775/5000 [2:53:34<22:55,  1.12s/it]
                                                     
 76%|███████▌  | 3775/5000 [2:53:34<22:55,  1.12s/it]
 76%|███████▌  | 3776/5000 [2:53:35<22:54,  1.12s/it]
 76%|███████▌  | 3777/5000 [2:53:36<22:53,  1.12s/it]
 76%|███████▌  | 3778/5000 [2:53:38<22:48,  1.12s/it]
 76%|███████▌  | 3779/5000 [2:53:39<22:45,  1.12s/it]
 76%|███████▌  | 3780/5000 [2:53:40<22:42,  1.12s/it]
 76%|███████▌  | 3781/5000 [2:53:41<22:43,  1.12s/it]
 76%|███████▌  | 3782/5000 [2:53:42<22:40,  1.12s/it]
 76%|███████▌  | 3783/5000 [2:53:43<22:37,  1.12s/it]
 76%|███████▌  | 3784/5000 [2:53:44<22:35,  1.12s/it]
 76%|███████▌  | 3785/5000 [2:53:45<22:37,  1.12s/it]
 76%|███████▌  | 3786/5000 [2:53:46<22:35,  1.12s/it]
 76%|███████▌  | 3787/5000 [2:53:48<22:33,  1.12s/it]
 76%|███████▌  | 3788/5000 [2:53:49<22:30,  1.11s/it]
 76%|███████▌  | 3789/5000 [2:53:50<22:25,  1.11s/it]
 76%|███████▌  | 3790/5000 [2:53:51<22:24,  1.11s/it]
 76%|███████▌  | 3791/5000 [2:53:52<22:25,  1.11s/it]
 76%|███████▌  | 3792/5000 [2:53:53<22:27,  1.12s/it]
 76%|███████▌  | 3793/5000 [2:53:54<22:28,  1.12s/it]
 76%|███████▌  | 3794/5000 [2:53:55<22:28,  1.12s/it]
 76%|███████▌  | 3795/5000 [2:53:57<28:14,  1.41s/it]
 76%|███████▌  | 3796/5000 [2:53:59<26:27,  1.32s/it]
 76%|███████▌  | 3797/5000 [2:54:00<25:10,  1.26s/it]
 76%|███████▌  | 3798/5000 [2:54:01<24:19,  1.21s/it]
 76%|███████▌  | 3799/5000 [2:54:02<23:44,  1.19s/it]
 76%|███████▌  | 3800/5000 [2:54:03<23:14,  1.16s/it]
                                                     
 76%|███████▌  | 3800/5000 [2:54:03<23:14,  1.16s/it]
 76%|███████▌  | 3801/5000 [2:54:04<23:36,  1.18s/it]
 76%|███████▌  | 3802/5000 [2:54:05<23:08,  1.16s/it]
 76%|███████▌  | 3803/5000 [2:54:06<22:46,  1.14s/it]
 76%|███████▌  | 3804/5000 [2:54:08<22:50,  1.15s/it]
 76%|███████▌  | 3805/5000 [2:54:09<23:08,  1.16s/it]
 76%|███████▌  | 3806/5000 [2:54:10<23:40,  1.19s/it]
 76%|███████▌  | 3807/5000 [2:54:11<24:08,  1.21s/it]
 76%|███████▌  | 3808/5000 [2:54:13<24:27,  1.23s/it]
 76%|███████▌  | 3809/5000 [2:54:14<24:33,  1.24s/it]
 76%|███████▌  | 3810/5000 [2:54:15<24:41,  1.24s/it]
 76%|███████▌  | 3811/5000 [2:54:16<24:47,  1.25s/it]
 76%|███████▌  | 3812/5000 [2:54:18<24:57,  1.26s/it]
 76%|███████▋  | 3813/5000 [2:54:19<24:56,  1.26s/it]
 76%|███████▋  | 3814/5000 [2:54:20<25:08,  1.27s/it]
 76%|███████▋  | 3815/5000 [2:54:21<24:40,  1.25s/it]
 76%|███████▋  | 3816/5000 [2:54:25<41:12,  2.09s/it]
 76%|███████▋  | 3817/5000 [2:54:27<35:18,  1.79s/it]
 76%|███████▋  | 3818/5000 [2:54:28<31:31,  1.60s/it]
 76%|███████▋  | 3819/5000 [2:54:29<29:09,  1.48s/it]
 76%|███████▋  | 3820/5000 [2:54:30<26:54,  1.37s/it]
 76%|███████▋  | 3821/5000 [2:54:31<25:24,  1.29s/it]
 76%|███████▋  | 3822/5000 [2:54:32<24:15,  1.24s/it]
 76%|███████▋  | 3823/5000 [2:54:33<23:29,  1.20s/it]
 76%|███████▋  | 3824/5000 [2:54:34<22:56,  1.17s/it]
 76%|███████▋  | 3825/5000 [2:54:36<22:30,  1.15s/it]
                                                     
 76%|███████▋  | 3825/5000 [2:54:36<22:30,  1.15s/it]
 77%|███████▋  | 3826/5000 [2:54:37<22:16,  1.14s/it]
 77%|███████▋  | 3827/5000 [2:54:38<22:11,  1.13s/it]
 77%|███████▋  | 3828/5000 [2:54:39<22:05,  1.13s/it]
 77%|███████▋  | 3829/5000 [2:54:40<22:02,  1.13s/it]
 77%|███████▋  | 3830/5000 [2:54:41<22:00,  1.13s/it]
 77%|███████▋  | 3831/5000 [2:54:42<22:01,  1.13s/it]
 77%|███████▋  | 3832/5000 [2:54:43<21:56,  1.13s/it]
 77%|███████▋  | 3833/5000 [2:54:45<21:51,  1.12s/it]
 77%|███████▋  | 3834/5000 [2:54:46<21:41,  1.12s/it]
 77%|███████▋  | 3835/5000 [2:54:47<21:36,  1.11s/it]
 77%|███████▋  | 3836/5000 [2:54:48<21:32,  1.11s/it]
 77%|███████▋  | 3837/5000 [2:54:49<21:24,  1.10s/it]
 77%|███████▋  | 3838/5000 [2:54:50<21:21,  1.10s/it]
 77%|███████▋  | 3839/5000 [2:54:51<21:17,  1.10s/it]
 77%|███████▋  | 3840/5000 [2:54:52<21:17,  1.10s/it]
 77%|███████▋  | 3841/5000 [2:54:53<21:17,  1.10s/it]
 77%|███████▋  | 3842/5000 [2:54:55<21:33,  1.12s/it]
 77%|███████▋  | 3843/5000 [2:54:56<21:29,  1.11s/it]
 77%|███████▋  | 3844/5000 [2:54:57<21:23,  1.11s/it]
 77%|███████▋  | 3845/5000 [2:54:58<21:18,  1.11s/it]
 77%|███████▋  | 3846/5000 [2:54:59<21:18,  1.11s/it]
 77%|███████▋  | 3847/5000 [2:55:01<25:55,  1.35s/it]
 77%|███████▋  | 3848/5000 [2:55:02<24:26,  1.27s/it]
 77%|███████▋  | 3849/5000 [2:55:03<23:28,  1.22s/it]
 77%|███████▋  | 3850/5000 [2:55:04<22:45,  1.19s/it]
                                                     
 77%|███████▋  | 3850/5000 [2:55:04<22:45,  1.19s/it]
 77%|███████▋  | 3851/5000 [2:55:05<22:15,  1.16s/it]
 77%|███████▋  | 3852/5000 [2:55:06<21:54,  1.14s/it]
 77%|███████▋  | 3853/5000 [2:55:07<21:38,  1.13s/it]
 77%|███████▋  | 3854/5000 [2:55:09<21:29,  1.13s/it]
 77%|███████▋  | 3855/5000 [2:55:10<21:24,  1.12s/it]
 77%|███████▋  | 3856/5000 [2:55:11<21:21,  1.12s/it]
 77%|███████▋  | 3857/5000 [2:55:12<21:17,  1.12s/it]
 77%|███████▋  | 3858/5000 [2:55:13<21:14,  1.12s/it]
 77%|███████▋  | 3859/5000 [2:55:14<21:09,  1.11s/it]
 77%|███████▋  | 3860/5000 [2:55:15<21:07,  1.11s/it]
 77%|███████▋  | 3861/5000 [2:55:16<21:06,  1.11s/it]
 77%|███████▋  | 3862/5000 [2:55:17<21:04,  1.11s/it]
 77%|███████▋  | 3863/5000 [2:55:19<21:04,  1.11s/it]
 77%|███████▋  | 3864/5000 [2:55:20<21:01,  1.11s/it]
 77%|███████▋  | 3865/5000 [2:55:21<20:59,  1.11s/it]
 77%|███████▋  | 3866/5000 [2:55:22<20:58,  1.11s/it]
 77%|███████▋  | 3867/5000 [2:55:23<20:57,  1.11s/it]
 77%|███████▋  | 3868/5000 [2:55:24<20:56,  1.11s/it]
 77%|███████▋  | 3869/5000 [2:55:25<20:51,  1.11s/it]
 77%|███████▋  | 3870/5000 [2:55:26<21:07,  1.12s/it]
 77%|███████▋  | 3871/5000 [2:55:27<20:59,  1.12s/it]
 77%|███████▋  | 3872/5000 [2:55:30<29:27,  1.57s/it]
 77%|███████▋  | 3873/5000 [2:55:31<26:51,  1.43s/it]
 77%|███████▋  | 3874/5000 [2:55:32<25:00,  1.33s/it]
 78%|███████▊  | 3875/5000 [2:55:33<23:41,  1.26s/it]
                                                     
 78%|███████▊  | 3875/5000 [2:55:33<23:41,  1.26s/it]
 78%|███████▊  | 3876/5000 [2:55:35<22:46,  1.22s/it]
 78%|███████▊  | 3877/5000 [2:55:36<22:12,  1.19s/it]
 78%|███████▊  | 3878/5000 [2:55:37<21:48,  1.17s/it]
 78%|███████▊  | 3879/5000 [2:55:38<21:34,  1.15s/it]
 78%|███████▊  | 3880/5000 [2:55:39<21:35,  1.16s/it]
 78%|███████▊  | 3881/5000 [2:55:40<21:18,  1.14s/it]
 78%|███████▊  | 3882/5000 [2:55:41<21:07,  1.13s/it]
 78%|███████▊  | 3883/5000 [2:55:42<20:56,  1.13s/it]
 78%|███████▊  | 3884/5000 [2:55:43<20:50,  1.12s/it]
 78%|███████▊  | 3885/5000 [2:55:45<20:47,  1.12s/it]
 78%|███████▊  | 3886/5000 [2:55:46<20:50,  1.12s/it]
 78%|███████▊  | 3887/5000 [2:55:47<21:01,  1.13s/it]
 78%|███████▊  | 3888/5000 [2:55:48<21:10,  1.14s/it]
 78%|███████▊  | 3889/5000 [2:55:49<21:32,  1.16s/it]
 78%|███████▊  | 3890/5000 [2:55:50<21:15,  1.15s/it]
 78%|███████▊  | 3891/5000 [2:55:51<20:59,  1.14s/it]
 78%|███████▊  | 3892/5000 [2:55:53<20:48,  1.13s/it]
 78%|███████▊  | 3893/5000 [2:55:54<20:41,  1.12s/it]
 78%|███████▊  | 3894/5000 [2:55:55<20:38,  1.12s/it]
 78%|███████▊  | 3895/5000 [2:55:56<20:35,  1.12s/it]
 78%|███████▊  | 3896/5000 [2:55:57<20:30,  1.11s/it]
 78%|███████▊  | 3897/5000 [2:55:58<20:27,  1.11s/it]
 78%|███████▊  | 3898/5000 [2:55:59<20:23,  1.11s/it]
 78%|███████▊  | 3899/5000 [2:56:00<20:19,  1.11s/it]
 78%|███████▊  | 3900/5000 [2:56:01<20:27,  1.12s/it]
                                                     
 78%|███████▊  | 3900/5000 [2:56:01<20:27,  1.12s/it]
 78%|███████▊  | 3901/5000 [2:56:03<20:31,  1.12s/it]
 78%|███████▊  | 3902/5000 [2:56:04<20:43,  1.13s/it]
 78%|███████▊  | 3903/5000 [2:56:06<24:44,  1.35s/it]
 78%|███████▊  | 3904/5000 [2:56:07<24:10,  1.32s/it]
 78%|███████▊  | 3905/5000 [2:56:08<22:58,  1.26s/it]
 78%|███████▊  | 3906/5000 [2:56:09<22:07,  1.21s/it]
 78%|███████▊  | 3907/5000 [2:56:10<21:29,  1.18s/it]
 78%|███████▊  | 3908/5000 [2:56:11<21:04,  1.16s/it]
 78%|███████▊  | 3909/5000 [2:56:12<20:47,  1.14s/it]
 78%|███████▊  | 3910/5000 [2:56:14<20:34,  1.13s/it]
 78%|███████▊  | 3911/5000 [2:56:15<20:53,  1.15s/it]
 78%|███████▊  | 3912/5000 [2:56:16<21:14,  1.17s/it]
 78%|███████▊  | 3913/5000 [2:56:17<21:49,  1.20s/it]
 78%|███████▊  | 3914/5000 [2:56:18<21:42,  1.20s/it]
 78%|███████▊  | 3915/5000 [2:56:19<20:48,  1.15s/it]
 78%|███████▊  | 3916/5000 [2:56:21<20:34,  1.14s/it]
 78%|███████▊  | 3917/5000 [2:56:22<20:21,  1.13s/it]
 78%|███████▊  | 3918/5000 [2:56:23<20:17,  1.13s/it]
 78%|███████▊  | 3919/5000 [2:56:24<20:12,  1.12s/it]
 78%|███████▊  | 3920/5000 [2:56:25<20:10,  1.12s/it]
 78%|███████▊  | 3921/5000 [2:56:26<20:11,  1.12s/it]
 78%|███████▊  | 3922/5000 [2:56:27<20:09,  1.12s/it]
 78%|███████▊  | 3923/5000 [2:56:28<20:10,  1.12s/it]
 78%|███████▊  | 3924/5000 [2:56:30<20:41,  1.15s/it]
 78%|███████▊  | 3925/5000 [2:56:32<28:18,  1.58s/it]
                                                     
 78%|███████▊  | 3925/5000 [2:56:32<28:18,  1.58s/it]
 79%|███████▊  | 3926/5000 [2:56:33<25:42,  1.44s/it]
 79%|███████▊  | 3927/5000 [2:56:34<23:54,  1.34s/it]
 79%|███████▊  | 3928/5000 [2:56:36<22:39,  1.27s/it]
 79%|███████▊  | 3929/5000 [2:56:37<21:46,  1.22s/it]
 79%|███████▊  | 3930/5000 [2:56:38<21:10,  1.19s/it]
 79%|███████▊  | 3931/5000 [2:56:39<21:30,  1.21s/it]
 79%|███████▊  | 3932/5000 [2:56:40<21:54,  1.23s/it]
 79%|███████▊  | 3933/5000 [2:56:42<22:00,  1.24s/it]
 79%|███████▊  | 3934/5000 [2:56:43<22:05,  1.24s/it]
 79%|███████▊  | 3935/5000 [2:56:44<22:18,  1.26s/it]
 79%|███████▊  | 3936/5000 [2:56:45<22:11,  1.25s/it]
 79%|███████▊  | 3937/5000 [2:56:47<22:10,  1.25s/it]
 79%|███████▉  | 3938/5000 [2:56:48<22:17,  1.26s/it]
 79%|███████▉  | 3939/5000 [2:56:49<22:10,  1.25s/it]
 79%|███████▉  | 3940/5000 [2:56:50<22:10,  1.26s/it]
 79%|███████▉  | 3941/5000 [2:56:52<22:06,  1.25s/it]
 79%|███████▉  | 3942/5000 [2:56:53<21:32,  1.22s/it]
 79%|███████▉  | 3943/5000 [2:56:54<20:57,  1.19s/it]
 79%|███████▉  | 3944/5000 [2:56:55<20:29,  1.16s/it]
 79%|███████▉  | 3945/5000 [2:56:56<20:12,  1.15s/it]
 79%|███████▉  | 3946/5000 [2:56:57<20:01,  1.14s/it]
 79%|███████▉  | 3947/5000 [2:56:58<19:52,  1.13s/it]
 79%|███████▉  | 3948/5000 [2:56:59<19:47,  1.13s/it]
 79%|███████▉  | 3949/5000 [2:57:01<19:41,  1.12s/it]
 79%|███████▉  | 3950/5000 [2:57:02<19:38,  1.12s/it]
                                                     
 79%|███████▉  | 3950/5000 [2:57:02<19:38,  1.12s/it]
 79%|███████▉  | 3951/5000 [2:57:03<19:36,  1.12s/it]
 79%|███████▉  | 3952/5000 [2:57:04<19:33,  1.12s/it]
 79%|███████▉  | 3953/5000 [2:57:05<19:26,  1.11s/it]
 79%|███████▉  | 3954/5000 [2:57:06<19:22,  1.11s/it]
 79%|███████▉  | 3955/5000 [2:57:07<19:21,  1.11s/it]
 79%|███████▉  | 3956/5000 [2:57:08<19:21,  1.11s/it]
 79%|███████▉  | 3957/5000 [2:57:09<19:18,  1.11s/it]
 79%|███████▉  | 3958/5000 [2:57:11<19:17,  1.11s/it]
 79%|███████▉  | 3959/5000 [2:57:12<23:44,  1.37s/it]
 79%|███████▉  | 3960/5000 [2:57:14<22:21,  1.29s/it]
 79%|███████▉  | 3961/5000 [2:57:15<21:21,  1.23s/it]
 79%|███████▉  | 3962/5000 [2:57:16<20:37,  1.19s/it]
 79%|███████▉  | 3963/5000 [2:57:17<20:08,  1.17s/it]
 79%|███████▉  | 3964/5000 [2:57:18<19:48,  1.15s/it]
 79%|███████▉  | 3965/5000 [2:57:19<19:46,  1.15s/it]
 79%|███████▉  | 3966/5000 [2:57:20<19:34,  1.14s/it]
 79%|███████▉  | 3967/5000 [2:57:21<19:35,  1.14s/it]
 79%|███████▉  | 3968/5000 [2:57:23<19:58,  1.16s/it]
 79%|███████▉  | 3969/5000 [2:57:24<19:41,  1.15s/it]
 79%|███████▉  | 3970/5000 [2:57:25<20:01,  1.17s/it]
 79%|███████▉  | 3971/5000 [2:57:26<19:44,  1.15s/it]
 79%|███████▉  | 3972/5000 [2:57:27<19:32,  1.14s/it]
 79%|███████▉  | 3973/5000 [2:57:28<19:21,  1.13s/it]
 79%|███████▉  | 3974/5000 [2:57:29<19:14,  1.13s/it]
 80%|███████▉  | 3975/5000 [2:57:31<19:08,  1.12s/it]
                                                     
 80%|███████▉  | 3975/5000 [2:57:31<19:08,  1.12s/it]
 80%|███████▉  | 3976/5000 [2:57:32<19:04,  1.12s/it]
 80%|███████▉  | 3977/5000 [2:57:33<18:58,  1.11s/it]
 80%|███████▉  | 3978/5000 [2:57:34<18:54,  1.11s/it]
 80%|███████▉  | 3979/5000 [2:57:38<33:17,  1.96s/it]
 80%|███████▉  | 3980/5000 [2:57:39<28:54,  1.70s/it]
 80%|███████▉  | 3981/5000 [2:57:40<25:48,  1.52s/it]
 80%|███████▉  | 3982/5000 [2:57:41<23:40,  1.40s/it]
 80%|███████▉  | 3983/5000 [2:57:42<22:07,  1.31s/it]
 80%|███████▉  | 3984/5000 [2:57:43<21:20,  1.26s/it]
 80%|███████▉  | 3985/5000 [2:57:45<21:08,  1.25s/it]
 80%|███████▉  | 3986/5000 [2:57:46<21:11,  1.25s/it]
 80%|███████▉  | 3987/5000 [2:57:47<21:07,  1.25s/it]
 80%|███████▉  | 3988/5000 [2:57:48<21:14,  1.26s/it]
 80%|███████▉  | 3989/5000 [2:57:50<21:14,  1.26s/it]
 80%|███████▉  | 3990/5000 [2:57:51<21:14,  1.26s/it]
 80%|███████▉  | 3991/5000 [2:57:52<21:20,  1.27s/it]
 80%|███████▉  | 3992/5000 [2:57:53<20:31,  1.22s/it]
 80%|███████▉  | 3993/5000 [2:57:54<19:53,  1.18s/it]
 80%|███████▉  | 3994/5000 [2:57:55<19:28,  1.16s/it]
 80%|███████▉  | 3995/5000 [2:57:57<19:29,  1.16s/it]
 80%|███████▉  | 3996/5000 [2:57:58<19:38,  1.17s/it]
 80%|███████▉  | 3997/5000 [2:57:59<19:18,  1.15s/it]
 80%|███████▉  | 3998/5000 [2:58:00<19:04,  1.14s/it]
 80%|███████▉  | 3999/5000 [2:58:01<18:52,  1.13s/it]
 80%|████████  | 4000/5000 [2:58:02<18:44,  1.12s/it]
                                                     
 80%|████████  | 4000/5000 [2:58:02<18:44,  1.12s/it][INFO|trainer.py:2955] 2023-07-23 01:40:17,728 >> ***** Running Evaluation *****
+[INFO|trainer.py:2959] 2023-07-23 01:40:17,728 >>   Num examples: Unknown
+[INFO|trainer.py:2960] 2023-07-23 01:40:17,728 >>   Batch size = 8
+{'loss': 0.222, 'learning_rate': 3.7866666666666667e-06, 'epoch': 1.0}
+{'loss': 0.2224, 'learning_rate': 3.7311111111111116e-06, 'epoch': 1.01}
+{'loss': 0.2128, 'learning_rate': 3.675555555555556e-06, 'epoch': 1.01}
+{'loss': 0.2002, 'learning_rate': 3.62e-06, 'epoch': 1.02}
+{'loss': 0.1861, 'learning_rate': 3.564444444444445e-06, 'epoch': 1.02}
+{'loss': 0.176, 'learning_rate': 3.508888888888889e-06, 'epoch': 1.03}
+{'loss': 0.1659, 'learning_rate': 3.4533333333333334e-06, 'epoch': 1.03}
+{'loss': 0.1545, 'learning_rate': 3.3977777777777783e-06, 'epoch': 1.04}
+{'loss': 0.1314, 'learning_rate': 3.3422222222222224e-06, 'epoch': 1.04}
+{'loss': 0.1573, 'learning_rate': 3.286666666666667e-06, 'epoch': 1.05}
+{'loss': 0.1696, 'learning_rate': 3.2311111111111117e-06, 'epoch': 1.05}
+{'loss': 0.1348, 'learning_rate': 3.1755555555555557e-06, 'epoch': 1.06}
+{'loss': 0.1477, 'learning_rate': 3.12e-06, 'epoch': 1.06}
+{'loss': 0.1464, 'learning_rate': 3.064444444444445e-06, 'epoch': 1.07}
+{'loss': 0.1027, 'learning_rate': 3.008888888888889e-06, 'epoch': 1.07}
+{'loss': 0.1032, 'learning_rate': 2.9533333333333336e-06, 'epoch': 1.08}
+{'loss': 0.0937, 'learning_rate': 2.8977777777777785e-06, 'epoch': 1.08}
+{'loss': 0.0975, 'learning_rate': 2.8422222222222225e-06, 'epoch': 1.09}
+{'loss': 0.0922, 'learning_rate': 2.786666666666667e-06, 'epoch': 1.09}
+{'loss': 0.1045, 'learning_rate': 2.7311111111111114e-06, 'epoch': 1.1}
+{'loss': 0.0816, 'learning_rate': 2.675555555555556e-06, 'epoch': 1.1}
+{'loss': 0.1011, 'learning_rate': 2.6200000000000003e-06, 'epoch': 1.11}
+{'loss': 0.0883, 'learning_rate': 2.5644444444444444e-06, 'epoch': 1.11}
+{'loss': 0.0872, 'learning_rate': 2.5088888888888892e-06, 'epoch': 1.12}
+{'loss': 0.1131, 'learning_rate': 2.4533333333333333e-06, 'epoch': 1.12}
+{'loss': 0.1031, 'learning_rate': 2.397777777777778e-06, 'epoch': 1.13}
+{'loss': 0.0985, 'learning_rate': 2.342222222222222e-06, 'epoch': 1.13}
+{'loss': 0.1057, 'learning_rate': 2.2866666666666667e-06, 'epoch': 1.14}
+{'loss': 0.0828, 'learning_rate': 2.2311111111111115e-06, 'epoch': 1.14}
+
+
+
+[INFO|trainer_utils.py:689] 2023-07-23 01:40:19,959 >> The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: input_length. If input_length are not expected by `WhisperForConditionalGeneration.forward`,  you can safely ignore this message.
+
                                                     
 80%|████████  | 4000/5000 [3:28:07<18:44,  1.12s/it][INFO|trainer.py:2700] 2023-07-23 02:10:22,818 >> Saving model checkpoint to ./checkpoint-4000
+[INFO|configuration_utils.py:447] 2023-07-23 02:10:22,819 >> Configuration saved in ./checkpoint-4000/config.json
+[INFO|modeling_utils.py:1693] 2023-07-23 02:10:26,798 >> Model weights saved in ./checkpoint-4000/pytorch_model.bin
+[INFO|feature_extraction_utils.py:368] 2023-07-23 02:10:26,804 >> Feature extractor saved in ./checkpoint-4000/preprocessor_config.json
+[INFO|feature_extraction_utils.py:368] 2023-07-23 02:10:38,572 >> Feature extractor saved in ./preprocessor_config.json

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c51228e1f36a171deffb849850e004ddddfd20b562af7703558e88873cea98aa
+oid sha256:aa689b714ac347b37c12f4ece07e30fb3697ed64f25ba1b336527ddb5872294d
 size 3055754841

runs/Jul22_22-41-53_tknadmin-System-Product-Name/events.out.tfevents.1690058534.tknadmin-System-Product-Name.3969872.0

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5b8dffcd94bd5987e5352a95f38108cf02a21e7bf414f37534cc20171eff649a
-size 24060
+oid sha256:2ff26188734fc3f220450305394d3136a89fa7e06481d87db3c3c41906e6dfff
+size 30658