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Training in progress, step 10000

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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9079/60000 [8:00:46<139:41:59, 9.88s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9100/60000 [8:04:13<140:10:03, 9.91s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9120/60000 [8:07:29<140:26:05, 9.94s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9139/60000 [8:10:36<138:42:35, 9.82s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9160/60000 [8:14:05<135:45:22, 9.61s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9179/60000 [8:17:11<139:31:44, 9.88s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 9199/60000 [8:20:26<138:00:53, 9.78s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 9219/60000 [8:23:42<141:21:29, 10.02s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 9240/60000 [8:27:12<136:53:31, 9.71s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 9260/60000 [8:30:27<139:31:26, 9.90s/it]
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+ 15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9280/60000 [8:33:47<138:07:12, 9.80s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9300/60000 [8:37:18<155:43:49, 11.06s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9320/60000 [8:40:33<137:56:38, 9.80s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9340/60000 [8:43:54<135:14:12, 9.61s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9359/60000 [8:46:57<135:55:16, 9.66s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9380/60000 [8:50:24<138:56:53, 9.88s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9399/60000 [8:53:30<136:26:44, 9.71s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9420/60000 [8:57:02<136:17:10, 9.70s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9439/60000 [9:00:08<137:23:45, 9.78s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9460/60000 [9:03:34<135:37:24, 9.66s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9479/60000 [9:06:42<138:02:13, 9.84s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9500/60000 [9:10:32<141:53:41, 10.12s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9520/60000 [9:13:48<136:25:05, 9.73s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9539/60000 [9:17:20<139:20:31, 9.94s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9560/60000 [9:20:43<135:20:50, 9.66s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9579/60000 [9:24:10<152:37:33, 10.90s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/60000 [9:28:05<157:02:48, 11.22s/it]
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+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9620/60000 [9:31:57<159:55:36, 11.43s/it]
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+
2832
+
2833
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9639/60000 [9:35:42<159:54:30, 11.43s/it]
2834
+
2835
+
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+
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+
2838
+
2839
+
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+
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+
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+
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+
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+
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+
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+
2847
+
2848
+
2849
+
2850
+
2851
+
2852
+
2853
+
2854
+
2855
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9660/60000 [9:39:39<157:39:24, 11.27s/it]
2856
+
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+
2858
+
2859
+
2860
+
2861
+
2862
+
2863
+
2864
+
2865
+
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+
2867
+
2868
+
2869
+
2870
+
2871
+
2872
+
2873
+
2874
+
2875
+
2876
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9680/60000 [9:43:30<161:29:53, 11.55s/it]
2877
+
2878
+
2879
+
2880
+
2881
+
2882
+
2883
+
2884
+
2885
+
2886
+
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+
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+
2889
+
2890
+
2891
+
2892
+
2893
+
2894
+
2895
+
2896
+
2897
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/60000 [9:47:15<155:47:13, 11.15s/it]
2898
+
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+
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+
2901
+
2902
+
2903
+
2904
+
2905
+
2906
+
2907
+
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+
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+
2910
+
2911
+
2912
+
2913
+
2914
+
2915
+
2916
+
2917
+
2918
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9720/60000 [9:51:08<160:21:19, 11.48s/it]
2919
+
2920
+
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+
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+
2923
+
2924
+
2925
+
2926
+
2927
+
2928
+
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+
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+
2931
+
2932
+
2933
+
2934
+
2935
+
2936
+
2937
+
2938
+
2939
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9740/60000 [9:54:54<150:39:54, 10.79s/it]
2940
+
2941
+
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+
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+
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+
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+
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+
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+
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+
2949
+
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+
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+
2952
+
2953
+
2954
+
2955
+
2956
+
2957
+
2958
+
2959
+
2960
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9760/60000 [9:58:46<159:52:31, 11.46s/it]
2961
+
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+
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+
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+
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+
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+
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+
2968
+
2969
+
2970
+
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+
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+
2973
+
2974
+
2975
+
2976
+
2977
+
2978
+
2979
+
2980
+
2981
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9780/60000 [10:02:31<154:33:53, 11.08s/it]
2982
+
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+
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+
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+
2986
+
2987
+
2988
+
2989
+
2990
+
2991
+
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+
2993
+
2994
+
2995
+
2996
+
2997
+
2998
+
2999
+
3000
+
3001
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9799/60000 [10:05:55<147:58:40, 10.61s/it]
3002
+
3003
+
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+
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+
3006
+
3007
+
3008
+
3009
+
3010
+
3011
+
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+
3013
+
3014
+
3015
+
3016
+
3017
+
3018
+
3019
+
3020
+
3021
+
3022
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9819/60000 [10:09:21<144:26:43, 10.36s/it]
3023
+
3024
+
3025
+
3026
+
3027
+
3028
+
3029
+
3030
+
3031
+
3032
+
3033
+
3034
+
3035
+
3036
+
3037
+
3038
+
3039
+
3040
+
3041
+
3042
+
3043
+
3044
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9840/60000 [10:12:51<138:48:21, 9.96s/it]
3045
+
3046
+
3047
+
3048
+
3049
+
3050
+
3051
+
3052
+
3053
+
3054
+
3055
+
3056
+
3057
+
3058
+
3059
+
3060
+
3061
+
3062
+
3063
+
3064
+
3065
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9860/60000 [10:16:20<144:17:09, 10.36s/it]
3066
+
3067
+
3068
+
3069
+
3070
+
3071
+
3072
+
3073
+
3074
+
3075
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9870/60000 [10:18:03<141:11:11, 10.14s/it]
3076
+
3077
+
3078
+
3079
+
3080
+
3081
+
3082
+
3083
+
3084
+
3085
+
3086
+
3087
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9880/60000 [10:19:43<140:36:51, 10.10s/it]
3088
+
3089
+
3090
+
3091
+
3092
+
3093
+
3094
+
3095
+
3096
+
3097
+
3098
+
3099
+
3100
+
3101
+
3102
+
3103
+
3104
+
3105
+
3106
+
3107
+
3108
+ 16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9900/60000 [10:23:07<144:03:17, 10.35s/it]
3109
+
3110
+
3111
+
3112
+
3113
+
3114
+
3115
+
3116
+
3117
+
3118
+
3119
+
3120
+
3121
+
3122
+
3123
+
3124
+
3125
+
3126
+
3127
+
3128
+
3129
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9920/60000 [10:26:37<145:24:32, 10.45s/it]
3130
+
3131
+
3132
+
3133
+
3134
+
3135
+
3136
+
3137
+
3138
+
3139
+
3140
+
3141
+
3142
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9932/60000 [10:28:36<126:49:14, 9.12s/it]
3143
+
3144
+
3145
+
3146
+
3147
+
3148
+
3149
+
3150
+
3151
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9940/60000 [10:30:03<149:14:38, 10.73s/it]
3152
+
3153
+
3154
+
3155
+
3156
+
3157
+
3158
+
3159
+
3160
+
3161
+
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+
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+
3164
+
3165
+
3166
+
3167
+
3168
+
3169
+
3170
+
3171
+
3172
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 9960/60000 [10:33:45<146:49:27, 10.56s/it]
3173
+
3174
+
3175
+
3176
+
3177
+
3178
+
3179
+
3180
+
3181
+
3182
+
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+
3184
+
3185
+
3186
+
3187
+
3188
+
3189
+
3190
+
3191
+
3192
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–Ž | 9979/60000 [10:37:06<138:30:05, 9.97s/it]
3193
+
3194
+
3195
+
3196
+
3197
+
3198
+
3199
+
3200
+
3201
+
3202
+
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+
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+
3205
+
3206
+
3207
+
3208
+
3209
+
3210
+
3211
+
3212
+
3213
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 9999/60000 [10:40:30<145:31:57, 10.48s/it]
3214
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 10000/60000 [10:40:41<148:35:05, 10.70s/it][INFO|trainer.py:3173] 2023-11-19 21:39:56,447 >> ***** Running Evaluation *****
3215
+ [INFO|trainer.py:3177] 2023-11-19 21:39:56,448 >> Num examples: Unknown
3216
+ [INFO|trainer.py:3178] 2023-11-19 21:39:56,448 >> Batch size = 4
3217
+ Reading metadata...: 1704it [00:00, 7814.29it/s]
3218
+
3219
+ [INFO|trainer_utils.py:759] 2023-11-19 21:39:57,946 >> The following columns in the evaluation set don't have a corresponding argument in `WhisperForConditionalGeneration.forward` and have been ignored: client_id, up_votes, input_length, segment, age, down_votes, gender, accent, path, locale. If client_id, up_votes, input_length, segment, age, down_votes, gender, accent, path, locale are not expected by `WhisperForConditionalGeneration.forward`, you can safely ignore this message.
3220
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 10000/60000 [10:52:32<148:35:05, 10.70s/it]
3221
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 10000/60000 [10:52:32<148:35:05, 10.70s/it][INFO|trainer.py:2896] 2023-11-19 21:52:11,864 >> Saving model checkpoint to ./checkpoint-10000
3222
+ [INFO|configuration_utils.py:462] 2023-11-19 21:52:11,875 >> Configuration saved in ./checkpoint-10000/config.json
3223
+ [INFO|configuration_utils.py:568] 2023-11-19 21:52:11,881 >> Configuration saved in ./checkpoint-10000/generation_config.json
3224
+ [2023-11-19 21:52:53,458] [INFO] [logging.py:96:log_dist] [Rank 0] [Torch] Checkpoint global_step10000 is about to be saved!
3225
+ [2023-11-19 21:52:53,512] [INFO] [logging.py:96:log_dist] [Rank 0] Saving model checkpoint: ./checkpoint-10000/global_step10000/mp_rank_00_model_states.pt
3226
+ [2023-11-19 21:52:53,512] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoint-10000/global_step10000/mp_rank_00_model_states.pt...
3227
+ [INFO|modeling_utils.py:2194] 2023-11-19 21:52:53,418 >> Model weights saved in ./checkpoint-10000/pytorch_model.bin
3228
+ [INFO|feature_extraction_utils.py:425] 2023-11-19 21:52:53,425 >> Feature extractor saved in ./checkpoint-10000/preprocessor_config.json
3229
+ [2023-11-19 21:52:59,540] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoint-10000/global_step10000/mp_rank_00_model_states.pt.
3230
+ [2023-11-19 21:52:59,549] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving ./checkpoint-10000/global_step10000/zero_pp_rank_0_mp_rank_00_optim_states.pt...
3231
+ [2023-11-19 21:53:22,734] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved ./checkpoint-10000/global_step10000/zero_pp_rank_0_mp_rank_00_optim_states.pt.
3232
+ [2023-11-19 21:53:22,753] [INFO] [engine.py:3417:_save_zero_checkpoint] zero checkpoint saved ./checkpoint-10000/global_step10000/zero_pp_rank_0_mp_rank_00_optim_states.pt
3233
+ [2023-11-19 21:53:22,753] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step10000 is ready now!
3234
+ [INFO|feature_extraction_utils.py:425] 2023-11-19 21:54:32,178 >> Feature extractor saved in ./preprocessor_config.json
3235
+
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+
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+
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+
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+
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+
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3245
+
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+
3247
+
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+
3249
+
3250
+
3251
+
3252
+
3253
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 10019/60000 [10:58:44<165:01:51, 11.89s/it]
3254
+
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3266
+
3267
+
3268
+
3269
+
3270
+
3271
+
3272
+
3273
+
3274
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 10039/60000 [11:02:23<146:52:26, 10.58s/it]
3275
+
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+
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+
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3287
+
3288
+
3289
+
3290
+
3291
+
3292
+
3293
+
3294
+
3295
+ 17%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 10059/60000 [11:05:55<158:39:37, 11.44s/it]
3296
+
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+
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+
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