-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathmsgc_resnet50_att_log.txt
242 lines (242 loc) · 48.2 KB
/
msgc_resnet50_att_log.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
Flops of dyresnet50: original 4050.649088 M, target 1851.146633216 M, possible 1365.906432 M, main 441.188352 M, dgc 3617.087488 M, mask 20.446208 M
Flops of dyresnet50: original 4050.649088 M, target 1851.146633216 M, possible 1365.906432 M, main 441.188352 M, dgc 3617.087488 M, mask 20.446208 M
Epoch 000/120: (63.5000 85.7780) | 4078.0977 M (3616.8526 -0.3894) || train (56.0773 78.9105) | 3602.2137 M (3260.8112 -120.2321)| loss 2.8373 || lr 0.075000-0.015000-0.015000 | Time 2021-08-17 17:39:20
Epoch 000/120: (63.5000 85.7780) | 4078.0977 M (3616.8526 -0.3894) || train (56.0579 78.8754) | 3602.2019 M (3260.8048 -120.2374)| loss 2.8368 || lr 0.075000-0.015000-0.015000 | Time 2021-08-17 17:39:20
Epoch 001/120: (67.0460 88.4120) | 4078.1767 M (3616.8600 -0.3178) || train (62.5119 83.5787) | 3738.9953 M (3340.9872 -63.6265)| loss 2.5422 || lr 0.074987-0.014997-0.014997 | Time 2021-08-17 18:20:10
Epoch 001/120: (67.0460 88.4120) | 4078.1767 M (3616.8600 -0.3178) || train (62.4229 83.5358) | 3738.9922 M (3340.9876 -63.6300)| loss 2.5450 || lr 0.074987-0.014997-0.014997 | Time 2021-08-17 18:20:10
Epoch 002/120: (68.3460 88.9120) | 4078.0759 M (3616.7461 -0.3048) || train (64.4596 84.9242) | 3799.1979 M (3381.5964 -44.0331)| loss 2.4473 || lr 0.074949-0.014990-0.014990 | Time 2021-08-17 19:00:58
Epoch 002/120: (68.3460 88.9120) | 4078.0759 M (3616.7461 -0.3048) || train (64.5559 84.9775) | 3799.2114 M (3381.6072 -44.0304)| loss 2.4443 || lr 0.074949-0.014990-0.014990 | Time 2021-08-17 19:00:58
Epoch 003/120: (69.7520 89.6320) | 4077.9666 M (3616.6066 -0.2746) || train (65.5104 85.6291) | 3836.7660 M (3408.6701 -33.5386)| loss 2.3921 || lr 0.074884-0.014977-0.014977 | Time 2021-08-17 19:41:42
Epoch 003/120: (69.7520 89.6320) | 4077.9666 M (3616.6066 -0.2746) || train (65.7019 85.6787) | 3836.7542 M (3408.6577 -33.5381)| loss 2.3885 || lr 0.074884-0.014977-0.014977 | Time 2021-08-17 19:41:42
Epoch 004/120: (69.8260 89.7880) | 4076.5441 M (3615.5030 -0.5934) || train (66.2411 86.1248) | 3862.4603 M (3428.0256 -27.1999)| loss 2.3553 || lr 0.074795-0.014959-0.014959 | Time 2021-08-17 20:22:30
Epoch 004/120: (69.8260 89.7880) | 4076.5441 M (3615.5030 -0.5934) || train (66.3868 86.1490) | 3862.4444 M (3428.0220 -27.2121)| loss 2.3536 || lr 0.074795-0.014959-0.014959 | Time 2021-08-17 20:22:30
Epoch 005/120: (69.6940 89.7520) | 4061.2712 M (3605.4092 -5.7726) || train (66.7169 86.3585) | 3847.2119 M (3415.3770 -29.7997)| loss 2.3339 || lr 0.074679-0.014936-0.014936 | Time 2021-08-17 21:03:20
Epoch 005/120: (69.6940 89.7520) | 4061.2712 M (3605.4092 -5.7726) || train (66.6742 86.3985) | 3847.2056 M (3415.3739 -29.8029)| loss 2.3356 || lr 0.074679-0.014936-0.014936 | Time 2021-08-17 21:03:20
Epoch 006/120: (69.7600 89.6000) | 4026.2518 M (3587.3017 -22.6845) || train (66.9706 86.5819) | 3810.3414 M (3387.4491 -38.7422)| loss 2.3174 || lr 0.074538-0.014908-0.014908 | Time 2021-08-17 21:44:06
Epoch 006/120: (69.7600 89.6000) | 4026.2518 M (3587.3017 -22.6845) || train (66.9253 86.5431) | 3810.3338 M (3387.4420 -38.7428)| loss 2.3209 || lr 0.074538-0.014908-0.014908 | Time 2021-08-17 21:44:06
Epoch 007/120: (69.5780 89.6240) | 3981.9705 M (3564.9205 -44.5846) || train (67.1767 86.6889) | 3773.5124 M (3361.2867 -49.4089)| loss 2.3069 || lr 0.074372-0.014874-0.014874 | Time 2021-08-17 22:24:53
Epoch 007/120: (69.5780 89.6240) | 3981.9705 M (3564.9205 -44.5846) || train (67.1927 86.6999) | 3773.5235 M (3361.2898 -49.4008)| loss 2.3054 || lr 0.074372-0.014874-0.014874 | Time 2021-08-17 22:24:53
Epoch 008/120: (70.4020 89.9760) | 3945.7896 M (3543.7796 -59.6246) || train (67.5006 86.9828) | 3736.8883 M (3334.5489 -59.2952)| loss 2.2877 || lr 0.074181-0.014836-0.014836 | Time 2021-08-17 23:05:40
Epoch 008/120: (70.4020 89.9760) | 3945.7896 M (3543.7796 -59.6246) || train (67.4755 86.8401) | 3736.8857 M (3334.5494 -59.2982)| loss 2.2922 || lr 0.074181-0.014836-0.014836 | Time 2021-08-17 23:05:40
Epoch 009/120: (69.8000 89.8060) | 3909.4515 M (3515.9496 -68.1327) || train (67.7260 87.0261) | 3700.2919 M (3304.8863 -66.2290)| loss 2.2792 || lr 0.073964-0.014793-0.014793 | Time 2021-08-17 23:46:24
Epoch 009/120: (69.8000 89.8060) | 3909.4515 M (3515.9496 -68.1327) || train (67.5966 86.9653) | 3700.3021 M (3304.8927 -66.2251)| loss 2.2822 || lr 0.073964-0.014793-0.014793 | Time 2021-08-17 23:46:24
Epoch 010/120: (69.9740 89.9060) | 3866.9482 M (3477.1484 -71.8347) || train (67.8592 87.1886) | 3663.5018 M (3271.2711 -69.4038)| loss 2.2687 || lr 0.073722-0.014744-0.014744 | Time 2021-08-18 00:27:13
Epoch 010/120: (69.9740 89.9060) | 3866.9482 M (3477.1484 -71.8347) || train (68.0142 87.1918) | 3663.5065 M (3271.2729 -69.4009)| loss 2.2662 || lr 0.073722-0.014744-0.014744 | Time 2021-08-18 00:27:13
Epoch 011/120: (70.8120 90.3280) | 3804.1906 M (3410.8909 -68.3348) || train (68.1214 87.3114) | 3626.7799 M (3234.4531 -69.3078)| loss 2.2574 || lr 0.073456-0.014691-0.014691 | Time 2021-08-18 01:08:04
Epoch 011/120: (70.8120 90.3280) | 3804.1906 M (3410.8909 -68.3348) || train (68.0980 87.2621) | 3626.7996 M (3234.4616 -69.2966)| loss 2.2588 || lr 0.073456-0.014691-0.014691 | Time 2021-08-18 01:08:04
Epoch 012/120: (69.7700 89.8780) | 3738.4317 M (3336.6957 -59.8986) || train (68.2638 87.3734) | 3589.9655 M (3195.2902 -66.9593)| loss 2.2485 || lr 0.073165-0.014633-0.014633 | Time 2021-08-18 01:48:50
Epoch 012/120: (69.7700 89.8780) | 3738.4317 M (3336.6957 -59.8986) || train (68.3245 87.4054) | 3589.9636 M (3195.2814 -66.9524)| loss 2.2481 || lr 0.073165-0.014633-0.014633 | Time 2021-08-18 01:48:50
Epoch 013/120: (70.5100 90.0500) | 3679.5627 M (3275.0777 -57.1495) || train (68.5634 87.5617) | 3553.2925 M (3155.6379 -63.9800)| loss 2.2366 || lr 0.072849-0.014570-0.014570 | Time 2021-08-18 02:29:36
Epoch 013/120: (70.5100 90.0500) | 3679.5627 M (3275.0777 -57.1495) || train (68.5435 87.5067) | 3553.2949 M (3155.6422 -63.9818)| loss 2.2384 || lr 0.072849-0.014570-0.014570 | Time 2021-08-18 02:29:36
Epoch 014/120: (71.1900 90.6980) | 3628.5043 M (3224.2052 -57.3354) || train (68.6786 87.6787) | 3516.7313 M (3117.2265 -62.1298)| loss 2.2306 || lr 0.072509-0.014502-0.014502 | Time 2021-08-18 03:10:22
Epoch 014/120: (71.1900 90.6980) | 3628.5043 M (3224.2052 -57.3354) || train (68.5969 87.5866) | 3516.7656 M (3117.2578 -62.1267)| loss 2.2326 || lr 0.072509-0.014502-0.014502 | Time 2021-08-18 03:10:22
Epoch 015/120: (71.2240 90.4560) | 3582.3963 M (3179.2034 -58.4416) || train (68.8556 87.7171) | 3480.1501 M (3080.2857 -61.7702)| loss 2.2222 || lr 0.072145-0.014429-0.014429 | Time 2021-08-18 03:51:08
Epoch 015/120: (71.2240 90.4560) | 3582.3963 M (3179.2034 -58.4416) || train (68.8409 87.7357) | 3480.1316 M (3080.2776 -61.7806)| loss 2.2216 || lr 0.072145-0.014429-0.014429 | Time 2021-08-18 03:51:08
Epoch 016/120: (71.2940 90.4720) | 3540.5785 M (3138.4775 -59.5336) || train (69.0439 87.9145) | 3443.5975 M (3044.4835 -62.5206)| loss 2.2112 || lr 0.071758-0.014352-0.014352 | Time 2021-08-18 04:31:52
Epoch 016/120: (71.2940 90.4720) | 3540.5785 M (3138.4775 -59.5336) || train (69.0244 87.8450) | 3443.6067 M (3044.4893 -62.5171)| loss 2.2138 || lr 0.071758-0.014352-0.014352 | Time 2021-08-18 04:31:52
Epoch 017/120: (71.1380 90.6280) | 3497.8586 M (3097.2953 -61.0713) || train (69.0860 87.8437) | 3407.0635 M (3009.3083 -63.8793)| loss 2.2100 || lr 0.071347-0.014269-0.014269 | Time 2021-08-18 05:12:34
Epoch 017/120: (71.1380 90.6280) | 3497.8586 M (3097.2953 -61.0713) || train (69.2758 87.9718) | 3407.0437 M (3009.2889 -63.8798)| loss 2.2032 || lr 0.071347-0.014269-0.014269 | Time 2021-08-18 05:12:34
Epoch 018/120: (71.3400 90.6160) | 3459.1189 M (3058.6766 -61.1923) || train (69.3230 87.9786) | 3370.5898 M (2974.2403 -65.2851)| loss 2.2007 || lr 0.070913-0.014183-0.014183 | Time 2021-08-18 05:53:23
Epoch 018/120: (71.3400 90.6160) | 3459.1189 M (3058.6766 -61.1923) || train (69.3394 88.0498) | 3370.5821 M (2974.2293 -65.2817)| loss 2.1974 || lr 0.070913-0.014183-0.014183 | Time 2021-08-18 05:53:23
Epoch 019/120: (71.1960 90.3060) | 3416.2674 M (3016.3289 -61.6961) || train (69.4846 88.0943) | 3334.0642 M (2939.2215 -66.7919)| loss 2.1925 || lr 0.070456-0.014091-0.014091 | Time 2021-08-18 06:34:08
Epoch 019/120: (71.1960 90.3060) | 3416.2674 M (3016.3289 -61.6961) || train (69.5167 88.1290) | 3334.0753 M (2939.2247 -66.7840)| loss 2.1905 || lr 0.070456-0.014091-0.014091 | Time 2021-08-18 06:34:08
Epoch 020/120: (71.5160 90.7080) | 3373.3309 M (2974.1781 -62.4818) || train (69.6739 88.2417) | 3297.4576 M (2903.6257 -67.8026)| loss 2.1836 || lr 0.069976-0.013995-0.013995 | Time 2021-08-18 07:14:52
Epoch 020/120: (71.5160 90.7080) | 3373.3309 M (2974.1781 -62.4818) || train (69.6803 88.2076) | 3297.4618 M (2903.6320 -67.8047)| loss 2.1844 || lr 0.069976-0.013995-0.013995 | Time 2021-08-18 07:14:52
Epoch 021/120: (71.6480 90.7500) | 3331.6688 M (2932.8807 -62.8465) || train (69.7515 88.2234) | 3260.9320 M (2867.7887 -68.4912)| loss 2.1803 || lr 0.069474-0.013895-0.013895 | Time 2021-08-18 07:55:43
Epoch 021/120: (71.6480 90.7500) | 3331.6688 M (2932.8807 -62.8465) || train (69.7685 88.3264) | 3260.9351 M (2867.7863 -68.4858)| loss 2.1767 || lr 0.069474-0.013895-0.013895 | Time 2021-08-18 07:55:43
Epoch 022/120: (70.9600 90.4220) | 3289.1985 M (2891.9981 -64.4341) || train (69.9371 88.3508) | 3224.2700 M (2831.6837 -69.0482)| loss 2.1719 || lr 0.068950-0.013790-0.013790 | Time 2021-08-18 08:36:32
Epoch 022/120: (70.9600 90.4220) | 3289.1985 M (2891.9981 -64.4341) || train (69.8959 88.3136) | 3224.2734 M (2831.6882 -69.0493)| loss 2.1756 || lr 0.068950-0.013790-0.013790 | Time 2021-08-18 08:36:32
Epoch 023/120: (71.8840 90.9760) | 3245.2693 M (2848.7681 -65.1334) || train (70.0081 88.4182) | 3187.7086 M (2795.7372 -69.6632)| loss 2.1667 || lr 0.068405-0.013681-0.013681 | Time 2021-08-18 09:17:19
Epoch 023/120: (71.8840 90.9760) | 3245.2693 M (2848.7681 -65.1334) || train (70.0973 88.4975) | 3187.7104 M (2795.7371 -69.6613)| loss 2.1642 || lr 0.068405-0.013681-0.013681 | Time 2021-08-18 09:17:19
Epoch 024/120: (71.7500 90.8680) | 3204.4874 M (2808.7652 -65.9123) || train (70.0834 88.4647) | 3151.0925 M (2759.8706 -70.4126)| loss 2.1640 || lr 0.067838-0.013568-0.013568 | Time 2021-08-18 09:58:07
Epoch 024/120: (71.7500 90.8680) | 3204.4874 M (2808.7652 -65.9123) || train (70.1702 88.5617) | 3151.0902 M (2759.8683 -70.4127)| loss 2.1611 || lr 0.067838-0.013568-0.013568 | Time 2021-08-18 09:58:07
Epoch 025/120: (72.2000 90.9800) | 3156.3819 M (2761.5548 -66.8075) || train (70.1897 88.5885) | 3114.4615 M (2724.2104 -71.3835)| loss 2.1563 || lr 0.067251-0.013450-0.013450 | Time 2021-08-18 10:38:55
Epoch 025/120: (72.2000 90.9800) | 3156.3819 M (2761.5548 -66.8075) || train (70.2787 88.6066) | 3114.4744 M (2724.2186 -71.3787)| loss 2.1555 || lr 0.067251-0.013450-0.013450 | Time 2021-08-18 10:38:55
Epoch 026/120: (71.8440 90.9000) | 3107.0992 M (2713.8921 -68.4274) || train (70.4089 88.7297) | 3077.8286 M (2688.6430 -72.4489)| loss 2.1488 || lr 0.066643-0.013329-0.013329 | Time 2021-08-18 11:19:44
Epoch 026/120: (71.8440 90.9000) | 3107.0992 M (2713.8921 -68.4274) || train (70.4054 88.6574) | 3077.8156 M (2688.6324 -72.4514)| loss 2.1500 || lr 0.066643-0.013329-0.013329 | Time 2021-08-18 11:19:44
Epoch 027/120: (71.6880 90.9520) | 3063.7621 M (2672.3356 -70.2080) || train (70.4655 88.6516) | 3041.1247 M (2653.2669 -73.7767)| loss 2.1491 || lr 0.066015-0.013203-0.013203 | Time 2021-08-18 12:00:29
Epoch 027/120: (71.6880 90.9520) | 3063.7621 M (2672.3356 -70.2080) || train (70.4248 88.7273) | 3041.1207 M (2653.2624 -73.7763)| loss 2.1467 || lr 0.066015-0.013203-0.013203 | Time 2021-08-18 12:00:29
Epoch 028/120: (71.5760 90.6820) | 3020.1928 M (2630.2563 -71.6981) || train (70.6345 88.7167) | 3004.5273 M (2618.1347 -75.2420)| loss 2.1434 || lr 0.065368-0.013074-0.013074 | Time 2021-08-18 12:41:17
Epoch 028/120: (71.5760 90.6820) | 3020.1928 M (2630.2563 -71.6981) || train (70.6298 88.7816) | 3004.5297 M (2618.1394 -75.2443)| loss 2.1413 || lr 0.065368-0.013074-0.013074 | Time 2021-08-18 12:41:17
Epoch 029/120: (71.4980 90.4780) | 2976.1243 M (2588.1035 -73.6138) || train (70.6580 88.8417) | 2967.8976 M (2583.0893 -76.8262)| loss 2.1376 || lr 0.064702-0.012940-0.012940 | Time 2021-08-18 13:22:04
Epoch 029/120: (71.4980 90.4780) | 2976.1243 M (2588.1035 -73.6138) || train (70.7645 88.8717) | 2967.8918 M (2583.0880 -76.8307)| loss 2.1345 || lr 0.064702-0.012940-0.012940 | Time 2021-08-18 13:22:04
Epoch 030/120: (70.9140 90.3040) | 2933.2580 M (2547.2997 -75.6762) || train (70.7867 88.8533) | 2931.2970 M (2548.2418 -78.5793)| loss 2.1329 || lr 0.064017-0.012803-0.012803 | Time 2021-08-18 14:02:54
Epoch 030/120: (70.9140 90.3040) | 2933.2580 M (2547.2997 -75.6762) || train (70.7907 88.8786) | 2931.2716 M (2548.2205 -78.5834)| loss 2.1324 || lr 0.064017-0.012803-0.012803 | Time 2021-08-18 14:02:54
Epoch 031/120: (71.6360 90.8120) | 2892.3485 M (2508.2337 -77.5197) || train (70.9115 88.9587) | 2894.6514 M (2513.4953 -80.4785)| loss 2.1277 || lr 0.063313-0.012663-0.012663 | Time 2021-08-18 14:43:42
Epoch 031/120: (71.6360 90.8120) | 2892.3485 M (2508.2337 -77.5197) || train (70.9056 88.8931) | 2894.6614 M (2513.5043 -80.4775)| loss 2.1306 || lr 0.063313-0.012663-0.012663 | Time 2021-08-18 14:43:42
Epoch 032/120: (72.5560 91.2760) | 2850.3405 M (2468.4008 -79.6948) || train (71.0561 89.0689) | 2858.0662 M (2478.8913 -82.4597)| loss 2.1224 || lr 0.062592-0.012518-0.012518 | Time 2021-08-18 15:24:24
Epoch 032/120: (72.5560 91.2760) | 2850.3405 M (2468.4008 -79.6948) || train (70.9974 88.9693) | 2858.0713 M (2478.8932 -82.4565)| loss 2.1233 || lr 0.062592-0.012518-0.012518 | Time 2021-08-18 15:24:24
Epoch 033/120: (72.3540 91.2380) | 2810.8331 M (2431.4134 -82.2149) || train (71.0909 89.0656) | 2821.4649 M (2444.5144 -84.6840)| loss 2.1186 || lr 0.061854-0.012371-0.012371 | Time 2021-08-18 16:05:08
Epoch 033/120: (72.3540 91.2380) | 2810.8331 M (2431.4134 -82.2149) || train (71.0708 89.0864) | 2821.4641 M (2444.5127 -84.6831)| loss 2.1192 || lr 0.061854-0.012371-0.012371 | Time 2021-08-18 16:05:08
Epoch 034/120: (71.9820 91.1440) | 2768.1370 M (2392.2963 -85.7939) || train (71.2501 89.1193) | 2784.8767 M (2410.5712 -87.3291)| loss 2.1133 || lr 0.061100-0.012220-0.012220 | Time 2021-08-18 16:45:53
Epoch 034/120: (71.9820 91.1440) | 2768.1370 M (2392.2963 -85.7939) || train (71.2021 89.0790) | 2784.8724 M (2410.5690 -87.3312)| loss 2.1149 || lr 0.061100-0.012220-0.012220 | Time 2021-08-18 16:45:53
Epoch 035/120: (72.2860 91.1080) | 2728.4841 M (2356.7644 -89.9149) || train (71.3568 89.1877) | 2748.2407 M (2377.0476 -90.4415)| loss 2.1083 || lr 0.060329-0.012066-0.012066 | Time 2021-08-18 17:26:34
Epoch 035/120: (72.2860 91.1080) | 2728.4841 M (2356.7644 -89.9149) || train (71.3116 89.2108) | 2748.2361 M (2377.0451 -90.4436)| loss 2.1088 || lr 0.060329-0.012066-0.012066 | Time 2021-08-18 17:26:34
Epoch 036/120: (71.9220 90.9760) | 2692.3804 M (2324.3542 -93.6083) || train (71.3155 89.2317) | 2711.6760 M (2344.0016 -93.9602)| loss 2.1080 || lr 0.059542-0.011908-0.011908 | Time 2021-08-18 18:07:16
Epoch 036/120: (71.9220 90.9760) | 2692.3804 M (2324.3542 -93.6083) || train (71.4244 89.2489) | 2711.6778 M (2344.0024 -93.9591)| loss 2.1045 || lr 0.059542-0.011908-0.011908 | Time 2021-08-18 18:07:16
Epoch 037/120: (71.2900 90.6300) | 2653.4535 M (2289.1325 -97.3135) || train (71.3916 89.2362) | 2675.0493 M (2310.7589 -97.3441)| loss 2.1053 || lr 0.058740-0.011748-0.011748 | Time 2021-08-18 18:47:56
Epoch 037/120: (71.2900 90.6300) | 2653.4535 M (2289.1325 -97.3135) || train (71.4726 89.3179) | 2675.0463 M (2310.7570 -97.3453)| loss 2.1022 || lr 0.058740-0.011748-0.011748 | Time 2021-08-18 18:47:56
Epoch 038/120: (72.5180 91.1480) | 2615.4502 M (2254.9192 -101.1036) || train (71.5538 89.3567) | 2638.4544 M (2277.6500 -100.8302)| loss 2.0991 || lr 0.057924-0.011585-0.011585 | Time 2021-08-18 19:28:36
Epoch 038/120: (72.5180 91.1480) | 2615.4502 M (2254.9192 -101.1036) || train (71.6056 89.3711) | 2638.4473 M (2277.6443 -100.8315)| loss 2.0948 || lr 0.057924-0.011585-0.011585 | Time 2021-08-18 19:28:36
Epoch 039/120: (72.0680 91.0160) | 2579.2246 M (2222.1737 -104.5836) || train (71.6256 89.3027) | 2601.8571 M (2244.6065 -104.3839)| loss 2.0977 || lr 0.057094-0.011419-0.011419 | Time 2021-08-18 20:41:45
Epoch 039/120: (72.0680 91.0160) | 2579.2246 M (2222.1737 -104.5836) || train (71.6339 89.3455) | 2601.8499 M (2244.5983 -104.3830)| loss 2.0944 || lr 0.057094-0.011419-0.011419 | Time 2021-08-18 20:41:45
Epoch 040/120: (72.6800 91.3580) | 2541.9771 M (2188.2014 -107.8589) || train (71.7823 89.4451) | 2565.2317 M (2211.4466 -107.8495)| loss 2.0908 || lr 0.056250-0.011250-0.011250 | Time 2021-08-18 21:22:54
Epoch 040/120: (72.6800 91.3580) | 2541.9771 M (2188.2014 -107.8589) || train (71.7808 89.4370) | 2565.2286 M (2211.4461 -107.8520)| loss 2.0896 || lr 0.056250-0.011250-0.011250 | Time 2021-08-18 21:22:54
Epoch 041/120: (72.1220 90.9140) | 2505.8317 M (2155.8233 -111.6261) || train (71.8226 89.4808) | 2528.5985 M (2178.4076 -111.4436)| loss 2.0871 || lr 0.055393-0.011079-0.011079 | Time 2021-08-18 22:08:13
Epoch 041/120: (72.1220 90.9140) | 2505.8317 M (2155.8233 -111.6261) || train (71.8412 89.4534) | 2528.6063 M (2178.4140 -111.4422)| loss 2.0883 || lr 0.055393-0.011079-0.011079 | Time 2021-08-18 22:08:13
Epoch 042/120: (72.7260 91.2860) | 2469.1915 M (2123.5264 -115.9695) || train (71.8437 89.5027) | 2491.9739 M (2145.6430 -115.3037)| loss 2.0861 || lr 0.054525-0.010905-0.010905 | Time 2021-08-18 22:54:18
Epoch 042/120: (72.7260 91.2860) | 2469.1915 M (2123.5264 -115.9695) || train (71.9056 89.4862) | 2491.9739 M (2145.6442 -115.3048)| loss 2.0854 || lr 0.054525-0.010905-0.010905 | Time 2021-08-18 22:54:18
Epoch 043/120: (72.2340 90.9640) | 2431.9948 M (2090.3712 -120.0110) || train (71.9498 89.5280) | 2455.3196 M (2113.0212 -119.3361)| loss 2.0829 || lr 0.053644-0.010729-0.010729 | Time 2021-08-18 23:35:24
Epoch 043/120: (72.2340 90.9640) | 2431.9948 M (2090.3712 -120.0110) || train (71.9690 89.5303) | 2455.3179 M (2113.0209 -119.3376)| loss 2.0829 || lr 0.053644-0.010729-0.010729 | Time 2021-08-18 23:35:24
Epoch 044/120: (72.3420 91.0680) | 2394.8688 M (2056.9254 -123.6911) || train (71.8874 89.5352) | 2418.6959 M (2080.0723 -123.0109)| loss 2.0820 || lr 0.052753-0.010551-0.010551 | Time 2021-08-19 00:19:06
Epoch 044/120: (72.3420 91.0680) | 2394.8688 M (2056.9254 -123.6911) || train (71.9934 89.5971) | 2418.7018 M (2080.0745 -123.0073)| loss 2.0795 || lr 0.052753-0.010551-0.010551 | Time 2021-08-19 00:19:06
Epoch 045/120: (72.3700 91.0820) | 2360.0476 M (2025.8049 -127.3919) || train (72.0182 89.6139) | 2382.0308 M (2047.0954 -126.6991)| loss 2.0782 || lr 0.051851-0.010370-0.010370 | Time 2021-08-19 01:02:36
Epoch 045/120: (72.3700 91.0820) | 2360.0476 M (2025.8049 -127.3919) || train (72.0906 89.6437) | 2382.0281 M (2047.0946 -126.7010)| loss 2.0761 || lr 0.051851-0.010370-0.010370 | Time 2021-08-19 01:02:36
Epoch 046/120: (72.8580 91.1940) | 2322.5067 M (1992.5411 -131.6689) || train (72.1025 89.6084) | 2345.3889 M (2014.2581 -130.5038)| loss 2.0764 || lr 0.050939-0.010188-0.010188 | Time 2021-08-19 01:46:08
Epoch 046/120: (72.8580 91.1940) | 2322.5067 M (1992.5411 -131.6689) || train (72.1320 89.6343) | 2345.3905 M (2014.2580 -130.5021)| loss 2.0751 || lr 0.050939-0.010188-0.010188 | Time 2021-08-19 01:46:08
Epoch 047/120: (72.5940 91.2260) | 2286.7511 M (1960.3890 -135.2725) || train (72.1242 89.6379) | 2308.7523 M (1981.4209 -134.3032)| loss 2.0747 || lr 0.050018-0.010004-0.010004 | Time 2021-08-19 02:28:06
Epoch 047/120: (72.5940 91.2260) | 2286.7511 M (1960.3890 -135.2725) || train (72.1208 89.6034) | 2308.7524 M (1981.4211 -134.3033)| loss 2.0752 || lr 0.050018-0.010004-0.010004 | Time 2021-08-19 02:28:06
Epoch 048/120: (72.4380 90.9680) | 2250.3978 M (1927.6222 -138.8589) || train (72.2077 89.6188) | 2272.1289 M (1948.2206 -137.7262)| loss 2.0724 || lr 0.049088-0.009818-0.009818 | Time 2021-08-19 03:11:55
Epoch 048/120: (72.4380 90.9680) | 2250.3978 M (1927.6222 -138.8589) || train (72.1392 89.6448) | 2272.1370 M (1948.2261 -137.7236)| loss 2.0747 || lr 0.049088-0.009818-0.009818 | Time 2021-08-19 03:11:55
Epoch 049/120: (71.5640 90.7420) | 2214.5218 M (1894.7198 -141.8326) || train (72.2292 89.6668) | 2235.5037 M (1915.0465 -141.1774)| loss 2.0707 || lr 0.048151-0.009630-0.009630 | Time 2021-08-19 03:52:33
Epoch 049/120: (71.5640 90.7420) | 2214.5218 M (1894.7198 -141.8326) || train (72.2282 89.6772) | 2235.5178 M (1915.0589 -141.1757)| loss 2.0704 || lr 0.048151-0.009630-0.009630 | Time 2021-08-19 03:52:33
Epoch 050/120: (72.4740 91.0700) | 2178.4692 M (1860.8256 -143.9909) || train (72.2844 89.7312) | 2198.8911 M (1881.0803 -143.8238)| loss 2.0685 || lr 0.047206-0.009441-0.009441 | Time 2021-08-19 04:37:56
Epoch 050/120: (72.4740 91.0700) | 2178.4692 M (1860.8256 -143.9909) || train (72.1396 89.6524) | 2198.8877 M (1881.0774 -143.8242)| loss 2.0744 || lr 0.047206-0.009441-0.009441 | Time 2021-08-19 04:37:56
Epoch 051/120: (72.4800 91.0040) | 2142.9319 M (1827.3856 -146.0883) || train (72.2627 89.7010) | 2162.2621 M (1846.7470 -146.1195)| loss 2.0706 || lr 0.046254-0.009251-0.009251 | Time 2021-08-19 14:06:37
Epoch 051/120: (72.4800 91.0040) | 2142.9319 M (1827.3856 -146.0883) || train (72.3051 89.7403) | 2162.2668 M (1846.7518 -146.1195)| loss 2.0682 || lr 0.046254-0.009251-0.009251 | Time 2021-08-19 14:06:37
Epoch 052/120: (72.7240 91.0200) | 2105.7807 M (1792.6935 -148.5474) || train (72.3404 89.7526) | 2125.6461 M (1812.4039 -148.3923)| loss 2.0674 || lr 0.045297-0.009059-0.009059 | Time 2021-08-19 14:49:36
Epoch 052/120: (72.7240 91.0200) | 2105.7807 M (1792.6935 -148.5474) || train (72.2455 89.6955) | 2125.6522 M (1812.4101 -148.3925)| loss 2.0699 || lr 0.045297-0.009059-0.009059 | Time 2021-08-19 14:49:36
Epoch 053/120: (72.0960 91.0120) | 2070.0482 M (1758.1554 -149.7417) || train (72.2069 89.6891) | 2089.0166 M (1777.5090 -150.1269)| loss 2.0715 || lr 0.044334-0.008867-0.008867 | Time 2021-08-19 15:33:25
Epoch 053/120: (72.0960 91.0120) | 2070.0482 M (1758.1554 -149.7417) || train (72.2719 89.7601) | 2089.0109 M (1777.5023 -150.1259)| loss 2.0679 || lr 0.044334-0.008867-0.008867 | Time 2021-08-19 15:33:25
Epoch 054/120: (72.3480 91.0460) | 2033.4823 M (1723.2347 -151.3870) || train (72.2639 89.7147) | 2052.3639 M (1742.4450 -151.7156)| loss 2.0713 || lr 0.043366-0.008673-0.008673 | Time 2021-08-19 16:17:03
Epoch 054/120: (72.3460 91.0460) | 2033.4823 M (1723.2348 -151.3870) || train (72.2179 89.6657) | 2052.3732 M (1742.4539 -151.7152)| loss 2.0713 || lr 0.043366-0.008673-0.008673 | Time 2021-08-19 16:17:03
Epoch 055/120: (72.3860 91.0320) | 1998.0619 M (1689.4686 -153.0412) || train (72.2179 89.7053) | 2015.7463 M (1707.5354 -153.4237)| loss 2.0718 || lr 0.042395-0.008479-0.008479 | Time 2021-08-19 17:00:47
Epoch 055/120: (72.3860 91.0320) | 1998.0619 M (1689.4686 -153.0412) || train (72.1587 89.6897) | 2015.7440 M (1707.5349 -153.4254)| loss 2.0732 || lr 0.042395-0.008479-0.008479 | Time 2021-08-19 17:00:47
Epoch 056/120: (71.9280 90.7380) | 1961.8191 M (1655.0001 -154.8156) || train (72.1770 89.6794) | 1979.1175 M (1672.3768 -154.8939)| loss 2.0741 || lr 0.041420-0.008284-0.008284 | Time 2021-08-19 17:44:05
Epoch 056/120: (71.9280 90.7380) | 1961.8191 M (1655.0001 -154.8156) || train (72.1449 89.6685) | 1979.1140 M (1672.3749 -154.8955)| loss 2.0745 || lr 0.041420-0.008284-0.008284 | Time 2021-08-19 17:44:05
Epoch 057/120: (72.4360 91.0380) | 1925.0580 M (1620.6168 -157.1933) || train (72.0739 89.6526) | 1942.4485 M (1638.0385 -157.2245)| loss 2.0761 || lr 0.040442-0.008088-0.008088 | Time 2021-08-19 18:29:00
Epoch 057/120: (72.4360 91.0380) | 1925.0580 M (1620.6168 -157.1933) || train (72.1848 89.7089) | 1942.4530 M (1638.0439 -157.2255)| loss 2.0734 || lr 0.040442-0.008088-0.008088 | Time 2021-08-19 18:29:00
Epoch 058/120: (71.4940 90.5660) | 1888.4526 M (1585.3468 -158.5288) || train (72.0920 89.6548) | 1905.8011 M (1602.7108 -158.5443)| loss 2.0764 || lr 0.039463-0.007893-0.007893 | Time 2021-08-19 19:12:53
Epoch 058/120: (71.4940 90.5660) | 1888.4526 M (1585.3468 -158.5288) || train (72.0608 89.6585) | 1905.7956 M (1602.7038 -158.5428)| loss 2.0776 || lr 0.039463-0.007893-0.007893 | Time 2021-08-19 19:12:53
Epoch 059/120: (72.2800 91.0740) | 1853.2102 M (1551.5502 -159.9746) || train (72.0266 89.6443) | 1869.1543 M (1568.0100 -160.4903)| loss 2.0791 || lr 0.038482-0.007696-0.007696 | Time 2021-08-19 19:58:05
Epoch 059/120: (72.2800 91.0740) | 1853.2102 M (1551.5502 -159.9746) || train (71.9247 89.6109) | 1869.1713 M (1568.0266 -160.4899)| loss 2.0817 || lr 0.038482-0.007696-0.007696 | Time 2021-08-19 19:58:05
Epoch 060/120: (71.5520 90.3500) | 1852.9963 M (1551.1185 -159.7567) || train (72.4113 89.8185) | 1850.6727 M (1550.0814 -161.0433)| loss 2.0654 || lr 0.037500-0.007500-0.007500 | Time 2021-08-19 20:40:36
Epoch 060/120: (71.5520 90.3500) | 1852.9964 M (1551.1185 -159.7567) || train (72.2558 89.7419) | 1850.6804 M (1550.0910 -161.0452)| loss 2.0697 || lr 0.037500-0.007500-0.007500 | Time 2021-08-19 20:40:36
Epoch 061/120: (72.5340 91.0720) | 1851.7803 M (1550.3376 -160.1919) || train (72.7659 90.0324) | 1850.5916 M (1550.1042 -161.1472)| loss 2.0486 || lr 0.036518-0.007304-0.007304 | Time 2021-08-19 21:27:59
Epoch 061/120: (72.5340 91.0720) | 1851.7803 M (1550.3376 -160.1919) || train (72.8278 90.0197) | 1850.5955 M (1550.1069 -161.1459)| loss 2.0475 || lr 0.036518-0.007304-0.007304 | Time 2021-08-19 21:27:59
Epoch 062/120: (72.7940 91.4160) | 1851.1676 M (1549.6533 -160.1203) || train (73.2366 90.2185) | 1850.5820 M (1550.2226 -161.2752)| loss 2.0332 || lr 0.035537-0.007107-0.007107 | Time 2021-08-19 22:09:12
Epoch 062/120: (72.7940 91.4160) | 1851.1676 M (1549.6533 -160.1203) || train (73.1712 90.2097) | 1850.5819 M (1550.2227 -161.2754)| loss 2.0348 || lr 0.035537-0.007107-0.007107 | Time 2021-08-19 22:09:12
Epoch 063/120: (73.2140 91.3540) | 1851.1017 M (1549.5150 -160.0479) || train (73.5232 90.3816) | 1850.5366 M (1550.1068 -161.2047)| loss 2.0211 || lr 0.034558-0.006912-0.006912 | Time 2021-08-19 22:52:59
Epoch 063/120: (73.2140 91.3540) | 1851.1017 M (1549.5150 -160.0479) || train (73.5782 90.4495) | 1850.5557 M (1550.1255 -161.2043)| loss 2.0184 || lr 0.034558-0.006912-0.006912 | Time 2021-08-19 22:52:59
Epoch 064/120: (72.6980 91.1120) | 1851.0967 M (1549.2579 -159.7958) || train (73.8437 90.5772) | 1850.5216 M (1550.0252 -161.1381)| loss 2.0093 || lr 0.033580-0.006716-0.006716 | Time 2021-08-19 23:34:42
Epoch 064/120: (72.6980 91.1120) | 1851.0967 M (1549.2579 -159.7958) || train (73.8437 90.5511) | 1850.5109 M (1550.0137 -161.1373)| loss 2.0101 || lr 0.033580-0.006716-0.006716 | Time 2021-08-19 23:34:42
Epoch 065/120: (73.3740 91.5140) | 1850.7306 M (1548.9689 -159.8728) || train (74.1708 90.6543) | 1850.5008 M (1549.9224 -161.0561)| loss 2.0000 || lr 0.032605-0.006521-0.006521 | Time 2021-08-20 00:15:39
Epoch 065/120: (73.3740 91.5140) | 1850.7306 M (1548.9689 -159.8728) || train (74.1033 90.6863) | 1850.5105 M (1549.9320 -161.0560)| loss 1.9993 || lr 0.032605-0.006521-0.006521 | Time 2021-08-20 00:15:39
Epoch 066/120: (73.6480 91.6900) | 1851.4104 M (1549.2720 -159.4961) || train (74.5265 90.8508) | 1850.4815 M (1549.8108 -160.9639)| loss 1.9852 || lr 0.031634-0.006327-0.006327 | Time 2021-08-20 00:56:55
Epoch 066/120: (73.6480 91.6900) | 1851.4104 M (1549.2720 -159.4961) || train (74.2694 90.8396) | 1850.4820 M (1549.8100 -160.9625)| loss 1.9900 || lr 0.031634-0.006327-0.006327 | Time 2021-08-20 00:56:56
Epoch 067/120: (72.7980 91.2460) | 1849.4528 M (1547.4127 -159.5945) || train (74.6572 90.9949) | 1850.4527 M (1549.7073 -160.8891)| loss 1.9759 || lr 0.030666-0.006133-0.006133 | Time 2021-08-20 02:11:22
Epoch 067/120: (72.7960 91.2460) | 1849.4528 M (1547.4127 -159.5944) || train (74.6819 90.9754) | 1850.4609 M (1549.7139 -160.8876)| loss 1.9768 || lr 0.030666-0.006133-0.006133 | Time 2021-08-20 02:11:22
Epoch 068/120: (73.9680 91.8880) | 1850.6083 M (1548.5188 -159.5450) || train (74.9121 91.0663) | 1850.4386 M (1549.6497 -160.8457)| loss 1.9682 || lr 0.029703-0.005941-0.005941 | Time 2021-08-20 02:53:52
Epoch 068/120: (73.9700 91.8880) | 1850.6083 M (1548.5188 -159.5450) || train (74.8746 91.1443) | 1850.4428 M (1549.6500 -160.8418)| loss 1.9681 || lr 0.029703-0.005941-0.005941 | Time 2021-08-20 02:53:52
Epoch 069/120: (73.4860 91.5300) | 1849.7552 M (1547.7986 -159.6779) || train (75.1357 91.2046) | 1850.4324 M (1549.7042 -160.9064)| loss 1.9604 || lr 0.028746-0.005749-0.005749 | Time 2021-08-20 03:36:20
Epoch 069/120: (73.4880 91.5300) | 1849.7552 M (1547.7986 -159.6779) || train (75.2452 91.2308) | 1850.4411 M (1549.7139 -160.9074)| loss 1.9571 || lr 0.028746-0.005749-0.005749 | Time 2021-08-20 03:36:20
Epoch 070/120: (73.9720 91.8180) | 1850.0949 M (1548.2021 -159.7418) || train (75.5034 91.3808) | 1850.4150 M (1549.7603 -160.9799)| loss 1.9473 || lr 0.027794-0.005559-0.005559 | Time 2021-08-20 04:18:31
Epoch 070/120: (73.9720 91.8180) | 1850.0949 M (1548.2021 -159.7418) || train (75.4444 91.3132) | 1850.4026 M (1549.7505 -160.9824)| loss 1.9498 || lr 0.027794-0.005559-0.005559 | Time 2021-08-20 04:18:31
Epoch 071/120: (74.2260 91.9480) | 1850.1571 M (1548.2889 -159.7664) || train (75.7154 91.4642) | 1850.4115 M (1549.8200 -161.0431)| loss 1.9382 || lr 0.026849-0.005370-0.005370 | Time 2021-08-20 05:01:17
Epoch 071/120: (74.2260 91.9480) | 1850.1571 M (1548.2889 -159.7664) || train (75.7362 91.4798) | 1850.4207 M (1549.8259 -161.0398)| loss 1.9371 || lr 0.026849-0.005370-0.005370 | Time 2021-08-20 05:01:17
Epoch 072/120: (73.7060 91.6360) | 1851.0761 M (1549.0639 -159.6224) || train (76.0436 91.6047) | 1850.3865 M (1549.7974 -161.0454)| loss 1.9276 || lr 0.025912-0.005182-0.005182 | Time 2021-08-20 05:43:10
Epoch 072/120: (73.7060 91.6360) | 1851.0761 M (1549.0639 -159.6224) || train (75.9562 91.5935) | 1850.3780 M (1549.7887 -161.0453)| loss 1.9290 || lr 0.025912-0.005182-0.005182 | Time 2021-08-20 05:43:10
Epoch 073/120: (74.2480 91.8260) | 1849.5349 M (1547.8788 -159.9784) || train (76.2042 91.7115) | 1850.3793 M (1549.8629 -161.1181)| loss 1.9193 || lr 0.024982-0.004996-0.004996 | Time 2021-08-20 06:24:16
Epoch 073/120: (74.2480 91.8260) | 1849.5349 M (1547.8788 -159.9784) || train (76.3244 91.7154) | 1850.3667 M (1549.8507 -161.1186)| loss 1.9183 || lr 0.024982-0.004996-0.004996 | Time 2021-08-20 06:24:16
Epoch 074/120: (74.4120 91.8980) | 1848.0964 M (1546.4939 -160.0320) || train (76.5263 91.8727) | 1850.3491 M (1549.8796 -161.1650)| loss 1.9082 || lr 0.024061-0.004812-0.004812 | Time 2021-08-20 07:06:21
Epoch 074/120: (74.4100 91.8980) | 1848.0964 M (1546.4939 -160.0320) || train (76.5047 91.8868) | 1850.3562 M (1549.8855 -161.1639)| loss 1.9092 || lr 0.024061-0.004812-0.004812 | Time 2021-08-20 07:06:21
Epoch 075/120: (74.0960 91.9480) | 1847.4885 M (1545.9222 -160.0682) || train (76.8049 91.9217) | 1850.3480 M (1549.9023 -161.1889)| loss 1.8999 || lr 0.023149-0.004630-0.004630 | Time 2021-08-20 07:47:16
Epoch 075/120: (74.0960 91.9480) | 1847.4885 M (1545.9222 -160.0682) || train (76.8272 91.9670) | 1850.3406 M (1549.8951 -161.1891)| loss 1.8977 || lr 0.023149-0.004630-0.004630 | Time 2021-08-20 07:47:16
Epoch 076/120: (74.7320 92.1980) | 1848.6892 M (1547.3147 -160.2600) || train (77.0080 92.0757) | 1850.3264 M (1549.9406 -161.2487)| loss 1.8907 || lr 0.022247-0.004449-0.004449 | Time 2021-08-20 08:31:08
Epoch 076/120: (74.7320 92.1980) | 1848.6892 M (1547.3147 -160.2600) || train (77.1449 92.1081) | 1850.3455 M (1549.9595 -161.2486)| loss 1.8865 || lr 0.022247-0.004449-0.004449 | Time 2021-08-20 08:31:08
Epoch 077/120: (74.6040 92.0120) | 1848.1525 M (1546.7653 -160.2474) || train (77.2913 92.2173) | 1850.3058 M (1549.9763 -161.3051)| loss 1.8793 || lr 0.021356-0.004271-0.004271 | Time 2021-08-20 09:14:01
Epoch 077/120: (74.6020 92.0120) | 1848.1525 M (1546.7653 -160.2474) || train (77.2740 92.2319) | 1850.3276 M (1549.9955 -161.3025)| loss 1.8804 || lr 0.021356-0.004271-0.004271 | Time 2021-08-20 09:14:01
Epoch 078/120: (74.7540 92.2220) | 1849.2082 M (1547.7312 -160.1576) || train (77.5499 92.2811) | 1850.3009 M (1549.9832 -161.3168)| loss 1.8715 || lr 0.020475-0.004095-0.004095 | Time 2021-08-20 09:55:18
Epoch 078/120: (74.7540 92.2220) | 1849.2082 M (1547.7312 -160.1576) || train (77.5780 92.3267) | 1850.3113 M (1549.9940 -161.3173)| loss 1.8713 || lr 0.020475-0.004095-0.004095 | Time 2021-08-20 09:55:18
Epoch 079/120: (74.7260 92.3320) | 1848.0818 M (1546.6026 -160.1554) || train (77.9041 92.4800) | 1850.3111 M (1549.9297 -161.2532)| loss 1.8603 || lr 0.019607-0.003921-0.003921 | Time 2021-08-20 10:36:39
Epoch 079/120: (74.7260 92.3320) | 1848.0818 M (1546.6026 -160.1554) || train (77.7828 92.4115) | 1850.3066 M (1549.9229 -161.2508)| loss 1.8629 || lr 0.019607-0.003921-0.003921 | Time 2021-08-20 10:36:39
Epoch 080/120: (74.7760 92.2360) | 1847.9002 M (1546.2778 -160.0121) || train (78.0961 92.5432) | 1850.2817 M (1549.7945 -161.1473)| loss 1.8519 || lr 0.018750-0.003750-0.003750 | Time 2021-08-20 11:24:44
Epoch 080/120: (74.7760 92.2360) | 1847.9003 M (1546.2778 -160.0121) || train (78.1320 92.5251) | 1850.2824 M (1549.7981 -161.1502)| loss 1.8517 || lr 0.018750-0.003750-0.003750 | Time 2021-08-20 11:24:44
Epoch 081/120: (74.9480 92.3300) | 1847.0256 M (1545.5115 -160.1205) || train (78.4022 92.7001) | 1850.3015 M (1549.7473 -161.0804)| loss 1.8402 || lr 0.017906-0.003581-0.003581 | Time 2021-08-21 01:44:52
Epoch 081/120: (74.9480 92.3300) | 1847.0256 M (1545.5115 -160.1205) || train (78.3170 92.5797) | 1850.3057 M (1549.7522 -161.0810)| loss 1.8451 || lr 0.017906-0.003581-0.003581 | Time 2021-08-21 01:44:52
Epoch 082/120: (74.9200 92.2520) | 1847.1235 M (1545.4932 -160.0043) || train (78.6179 92.7664) | 1850.2614 M (1549.6785 -161.0517)| loss 1.8338 || lr 0.017076-0.003415-0.003415 | Time 2021-08-21 02:25:23
Epoch 082/120: (74.9200 92.2520) | 1847.1235 M (1545.4932 -160.0043) || train (78.6924 92.7755) | 1850.2635 M (1549.6832 -161.0542)| loss 1.8316 || lr 0.017076-0.003415-0.003415 | Time 2021-08-21 02:25:23
Epoch 083/120: (75.0460 92.3180) | 1846.4769 M (1544.8607 -160.0184) || train (78.8432 92.9260) | 1850.2766 M (1549.6670 -161.0250)| loss 1.8229 || lr 0.016260-0.003252-0.003252 | Time 2021-08-21 03:05:51
Epoch 083/120: (75.0460 92.3180) | 1846.4769 M (1544.8607 -160.0184) || train (78.9303 92.9263) | 1850.2790 M (1549.6692 -161.0247)| loss 1.8211 || lr 0.016260-0.003252-0.003252 | Time 2021-08-21 03:05:51
Epoch 084/120: (75.0640 92.2920) | 1848.1117 M (1546.4437 -159.9665) || train (79.1843 93.0446) | 1850.2668 M (1549.6390 -161.0068)| loss 1.8119 || lr 0.015458-0.003092-0.003092 | Time 2021-08-21 03:46:21
Epoch 084/120: (75.0640 92.2920) | 1848.1117 M (1546.4437 -159.9665) || train (79.1692 92.9931) | 1850.2624 M (1549.6351 -161.0073)| loss 1.8126 || lr 0.015458-0.003092-0.003092 | Time 2021-08-21 03:46:21
Epoch 085/120: (75.3940 92.4080) | 1846.3544 M (1544.7442 -160.0243) || train (79.4572 93.1192) | 1850.2694 M (1549.6258 -160.9909)| loss 1.8021 || lr 0.014671-0.002934-0.002934 | Time 2021-08-21 04:26:51
Epoch 085/120: (75.3940 92.4080) | 1846.3544 M (1544.7442 -160.0243) || train (79.4349 93.0815) | 1850.2630 M (1549.6178 -160.9894)| loss 1.8040 || lr 0.014671-0.002934-0.002934 | Time 2021-08-21 04:26:51
Epoch 086/120: (75.4220 92.6300) | 1846.5012 M (1544.8813 -160.0147) || train (79.7685 93.2780) | 1850.2225 M (1549.5764 -160.9885)| loss 1.7918 || lr 0.013900-0.002780-0.002780 | Time 2021-08-21 05:07:22
Epoch 086/120: (75.4220 92.6300) | 1846.5012 M (1544.8813 -160.0147) || train (79.7230 93.1901) | 1850.2221 M (1549.5756 -160.9880)| loss 1.7953 || lr 0.013900-0.002780-0.002780 | Time 2021-08-21 05:07:22
Epoch 087/120: (75.5260 92.5220) | 1846.9674 M (1545.3034 -159.9706) || train (79.9519 93.2935) | 1850.2405 M (1549.5791 -160.9732)| loss 1.7867 || lr 0.013146-0.002629-0.002629 | Time 2021-08-21 05:47:51
Epoch 087/120: (75.5260 92.5220) | 1846.9674 M (1545.3034 -159.9706) || train (80.0335 93.3782) | 1850.2514 M (1549.5907 -160.9739)| loss 1.7839 || lr 0.013146-0.002629-0.002629 | Time 2021-08-21 05:47:52
Epoch 088/120: (75.5240 92.5020) | 1846.4962 M (1544.8110 -159.9493) || train (80.3325 93.5435) | 1850.2671 M (1549.6011 -160.9686)| loss 1.7716 || lr 0.012408-0.002482-0.002482 | Time 2021-08-21 06:28:22
Epoch 088/120: (75.5240 92.5020) | 1846.4962 M (1544.8110 -159.9493) || train (80.3395 93.4179) | 1850.2614 M (1549.5968 -160.9699)| loss 1.7741 || lr 0.012408-0.002482-0.002482 | Time 2021-08-21 06:28:22
Epoch 089/120: (75.5060 92.5000) | 1846.5672 M (1544.8005 -159.8678) || train (80.5763 93.5593) | 1850.2397 M (1549.5458 -160.9406)| loss 1.7639 || lr 0.011687-0.002337-0.002337 | Time 2021-08-21 07:08:51
Epoch 089/120: (75.5060 92.5000) | 1846.5672 M (1544.8005 -159.8678) || train (80.5434 93.5545) | 1850.2337 M (1549.5413 -160.9421)| loss 1.7647 || lr 0.011687-0.002337-0.002337 | Time 2021-08-21 07:08:51
Epoch 090/120: (75.8760 92.6500) | 1846.6465 M (1544.9738 -159.9618) || train (80.8701 93.6564) | 1850.2272 M (1549.5233 -160.9307)| loss 1.7549 || lr 0.010983-0.002197-0.002197 | Time 2021-08-21 07:49:20
Epoch 090/120: (75.8760 92.6500) | 1846.6465 M (1544.9738 -159.9618) || train (80.8828 93.6580) | 1850.2182 M (1549.5157 -160.9320)| loss 1.7549 || lr 0.010983-0.002197-0.002197 | Time 2021-08-21 07:49:20
Epoch 091/120: (75.7760 92.5540) | 1846.6057 M (1544.9009 -159.9298) || train (81.1566 93.7791) | 1850.2186 M (1549.4940 -160.9100)| loss 1.7450 || lr 0.010298-0.002060-0.002060 | Time 2021-08-21 08:29:50
Epoch 091/120: (75.7760 92.5540) | 1846.6057 M (1544.9009 -159.9298) || train (81.1244 93.7715) | 1850.2168 M (1549.4928 -160.9105)| loss 1.7451 || lr 0.010298-0.002060-0.002060 | Time 2021-08-21 08:29:50
Epoch 092/120: (75.8240 92.6040) | 1847.4461 M (1545.6496 -159.8381) || train (81.4374 93.8523) | 1850.2094 M (1549.4795 -160.9046)| loss 1.7357 || lr 0.009632-0.001926-0.001926 | Time 2021-08-21 09:10:19
Epoch 092/120: (75.8240 92.6040) | 1847.4461 M (1545.6496 -159.8381) || train (81.3437 93.8277) | 1850.2088 M (1549.4799 -160.9056)| loss 1.7382 || lr 0.009632-0.001926-0.001926 | Time 2021-08-21 09:10:19
Epoch 093/120: (75.8180 92.7020) | 1846.6483 M (1544.9469 -159.9331) || train (81.6433 93.9131) | 1850.1990 M (1549.4561 -160.8917)| loss 1.7291 || lr 0.008985-0.001797-0.001797 | Time 2021-08-21 09:50:49
Epoch 093/120: (75.8180 92.7020) | 1846.6483 M (1544.9469 -159.9331) || train (81.7264 93.9785) | 1850.2110 M (1549.4695 -160.8931)| loss 1.7253 || lr 0.008985-0.001797-0.001797 | Time 2021-08-21 09:50:49
Epoch 094/120: (75.9980 92.7500) | 1846.2574 M (1544.4569 -159.8341) || train (81.9833 94.0643) | 1850.1946 M (1549.4313 -160.8712)| loss 1.7176 || lr 0.008357-0.001671-0.001671 | Time 2021-08-21 10:31:19
Epoch 094/120: (75.9980 92.7500) | 1846.2574 M (1544.4569 -159.8341) || train (81.9960 94.0662) | 1850.1849 M (1549.4215 -160.8712)| loss 1.7170 || lr 0.008357-0.001671-0.001671 | Time 2021-08-21 10:31:19
Epoch 095/120: (76.0420 92.8680) | 1846.3919 M (1544.6118 -159.8545) || train (82.3310 94.1861) | 1850.1927 M (1549.4176 -160.8595)| loss 1.7061 || lr 0.007749-0.001550-0.001550 | Time 2021-08-21 11:11:49
Epoch 095/120: (76.0420 92.8680) | 1846.3919 M (1544.6118 -159.8545) || train (82.3099 94.1772) | 1850.1985 M (1549.4214 -160.8575)| loss 1.7060 || lr 0.007749-0.001550-0.001550 | Time 2021-08-21 11:11:49
Epoch 096/120: (76.1220 92.8100) | 1846.6098 M (1544.8103 -159.8351) || train (82.5302 94.2449) | 1850.1934 M (1549.4085 -160.8497)| loss 1.6992 || lr 0.007162-0.001432-0.001432 | Time 2021-08-21 11:52:18
Epoch 096/120: (76.1220 92.8100) | 1846.6098 M (1544.8103 -159.8351) || train (82.5105 94.2395) | 1850.1958 M (1549.4102 -160.8489)| loss 1.6982 || lr 0.007162-0.001432-0.001432 | Time 2021-08-21 11:52:18
Epoch 097/120: (76.1840 92.8600) | 1847.0093 M (1545.2211 -159.8464) || train (82.7707 94.3797) | 1850.1906 M (1549.4091 -160.8531)| loss 1.6879 || lr 0.006595-0.001319-0.001319 | Time 2021-08-21 12:32:51
Epoch 097/120: (76.1840 92.8600) | 1847.0093 M (1545.2211 -159.8464) || train (82.8069 94.3798) | 1850.1854 M (1549.4019 -160.8511)| loss 1.6885 || lr 0.006595-0.001319-0.001319 | Time 2021-08-21 12:32:51
Epoch 098/120: (76.2520 92.8720) | 1846.7931 M (1545.0004 -159.8419) || train (83.0121 94.4296) | 1850.2118 M (1549.4256 -160.8484)| loss 1.6817 || lr 0.006050-0.001210-0.001210 | Time 2021-08-21 13:13:22
Epoch 098/120: (76.2520 92.8720) | 1846.7931 M (1545.0004 -159.8419) || train (83.1043 94.4499) | 1850.1953 M (1549.4107 -160.8500)| loss 1.6805 || lr 0.006050-0.001210-0.001210 | Time 2021-08-21 13:13:22
Epoch 099/120: (76.2900 92.8060) | 1847.3030 M (1545.4043 -159.7359) || train (83.3013 94.4786) | 1850.1887 M (1549.3891 -160.8349)| loss 1.6738 || lr 0.005526-0.001105-0.001105 | Time 2021-08-21 13:53:52
Epoch 099/120: (76.2900 92.8060) | 1847.3030 M (1545.4043 -159.7359) || train (83.3436 94.5278) | 1850.1926 M (1549.3937 -160.8356)| loss 1.6712 || lr 0.005526-0.001105-0.001105 | Time 2021-08-21 13:53:52
Epoch 100/120: (76.2620 92.7360) | 1846.5771 M (1544.8162 -159.8737) || train (83.5052 94.6057) | 1850.1795 M (1549.3777 -160.8327)| loss 1.6643 || lr 0.005024-0.001005-0.001005 | Time 2021-08-21 14:34:22
Epoch 100/120: (76.2620 92.7360) | 1846.5771 M (1544.8162 -159.8737) || train (83.6020 94.6330) | 1850.1845 M (1549.3832 -160.8333)| loss 1.6621 || lr 0.005024-0.001005-0.001005 | Time 2021-08-21 14:34:22
Epoch 101/120: (76.1780 92.8300) | 1846.8279 M (1544.9678 -159.7745) || train (83.7984 94.6944) | 1850.1818 M (1549.3774 -160.8301)| loss 1.6558 || lr 0.004544-0.000909-0.000909 | Time 2021-08-21 15:14:52
Epoch 101/120: (76.1780 92.8300) | 1846.8279 M (1544.9678 -159.7745) || train (83.8079 94.6820) | 1850.1735 M (1549.3690 -160.8300)| loss 1.6556 || lr 0.004544-0.000909-0.000909 | Time 2021-08-21 15:14:52
Epoch 102/120: (76.3460 92.8240) | 1846.4714 M (1544.6641 -159.8273) || train (84.0672 94.7805) | 1850.1786 M (1549.3754 -160.8314)| loss 1.6462 || lr 0.004087-0.000817-0.000817 | Time 2021-08-21 15:55:22
Epoch 102/120: (76.3460 92.8240) | 1846.4714 M (1544.6641 -159.8273) || train (83.9695 94.6866) | 1850.1746 M (1549.3737 -160.8337)| loss 1.6513 || lr 0.004087-0.000817-0.000817 | Time 2021-08-21 15:55:23
Epoch 103/120: (76.3500 92.8420) | 1845.5934 M (1543.8911 -159.9323) || train (84.2278 94.8460) | 1850.1927 M (1549.3869 -160.8288)| loss 1.6407 || lr 0.003653-0.000731-0.000731 | Time 2021-08-21 16:35:54
Epoch 103/120: (76.3500 92.8420) | 1845.5934 M (1543.8911 -159.9323) || train (84.2280 94.8096) | 1850.1842 M (1549.3739 -160.8243)| loss 1.6418 || lr 0.003653-0.000731-0.000731 | Time 2021-08-21 16:35:54
Epoch 104/120: (76.4140 92.8260) | 1846.8835 M (1545.0290 -159.7800) || train (84.4114 94.8842) | 1850.1805 M (1549.3703 -160.8243)| loss 1.6349 || lr 0.003242-0.000648-0.000648 | Time 2021-08-21 17:16:23
Epoch 104/120: (76.4140 92.8260) | 1846.8835 M (1545.0290 -159.7800) || train (84.3613 94.9304) | 1850.1644 M (1549.3566 -160.8268)| loss 1.6351 || lr 0.003242-0.000648-0.000648 | Time 2021-08-21 17:16:23
Epoch 105/120: (76.4540 92.9340) | 1847.2032 M (1545.3708 -159.8022) || train (84.6150 94.9249) | 1850.1579 M (1549.3520 -160.8287)| loss 1.6292 || lr 0.002855-0.000571-0.000571 | Time 2021-08-21 17:56:52
Epoch 105/120: (76.4540 92.9340) | 1847.2032 M (1545.3708 -159.8022) || train (84.6699 94.9651) | 1850.1491 M (1549.3427 -160.8282)| loss 1.6259 || lr 0.002855-0.000571-0.000571 | Time 2021-08-21 17:56:52
Epoch 106/120: (76.6440 92.9920) | 1847.1449 M (1545.2989 -159.7885) || train (84.8805 95.0503) | 1850.1736 M (1549.3643 -160.8252)| loss 1.6184 || lr 0.002491-0.000498-0.000498 | Time 2021-08-21 18:37:22
Epoch 106/120: (76.6440 92.9920) | 1847.1449 M (1545.2989 -159.7885) || train (84.8218 95.0021) | 1850.1832 M (1549.3729 -160.8242)| loss 1.6223 || lr 0.002491-0.000498-0.000498 | Time 2021-08-21 18:37:22
Epoch 107/120: (76.5200 92.9040) | 1846.2308 M (1544.4132 -159.8170) || train (84.9060 95.0108) | 1850.1741 M (1549.3597 -160.8202)| loss 1.6200 || lr 0.002151-0.000430-0.000430 | Time 2021-08-21 19:17:51
Epoch 107/120: (76.5200 92.9040) | 1846.2308 M (1544.4132 -159.8170) || train (85.0067 95.0662) | 1850.1569 M (1549.3478 -160.8254)| loss 1.6158 || lr 0.002151-0.000430-0.000430 | Time 2021-08-21 19:17:51
Epoch 108/120: (76.5600 92.9580) | 1845.9566 M (1544.1862 -159.8641) || train (85.1478 95.1466) | 1850.1569 M (1549.3517 -160.8294)| loss 1.6104 || lr 0.001835-0.000367-0.000367 | Time 2021-08-21 19:58:20
Epoch 108/120: (76.5600 92.9580) | 1845.9566 M (1544.1862 -159.8641) || train (85.1342 95.1218) | 1850.1364 M (1549.3344 -160.8326)| loss 1.6104 || lr 0.001835-0.000367-0.000367 | Time 2021-08-21 19:58:20
Epoch 109/120: (76.6200 93.1000) | 1846.3705 M (1544.6163 -159.8804) || train (85.3360 95.1563) | 1850.1769 M (1549.3728 -160.8305)| loss 1.6065 || lr 0.001544-0.000309-0.000309 | Time 2021-08-21 20:38:50
Epoch 109/120: (76.6200 93.1000) | 1846.3705 M (1544.6163 -159.8804) || train (85.2633 95.1722) | 1850.1678 M (1549.3616 -160.8284)| loss 1.6067 || lr 0.001544-0.000309-0.000309 | Time 2021-08-21 20:38:50
Epoch 110/120: (76.6740 92.9780) | 1846.4662 M (1544.6286 -159.7970) || train (85.3980 95.2036) | 1850.1648 M (1549.3566 -160.8263)| loss 1.6026 || lr 0.001278-0.000256-0.000256 | Time 2021-08-21 21:19:20
Epoch 110/120: (76.6740 92.9780) | 1846.4662 M (1544.6286 -159.7970) || train (85.3955 95.1874) | 1850.1708 M (1549.3585 -160.8222)| loss 1.6031 || lr 0.001278-0.000256-0.000256 | Time 2021-08-21 21:19:20
Epoch 111/120: (76.6620 93.0000) | 1846.1336 M (1544.3298 -159.8308) || train (85.4979 95.2292) | 1850.1657 M (1549.3492 -160.8180)| loss 1.5990 || lr 0.001036-0.000207-0.000207 | Time 2021-08-21 21:59:51
Epoch 111/120: (76.6620 93.0000) | 1846.1336 M (1544.3298 -159.8308) || train (85.5483 95.2311) | 1850.1753 M (1549.3591 -160.8184)| loss 1.5998 || lr 0.001036-0.000207-0.000207 | Time 2021-08-21 21:59:51
Epoch 112/120: (76.7640 92.9820) | 1847.6522 M (1545.6812 -159.6635) || train (85.6456 95.2598) | 1850.1585 M (1549.3402 -160.8163)| loss 1.5956 || lr 0.000819-0.000164-0.000164 | Time 2021-08-21 22:40:22
Epoch 112/120: (76.7640 92.9820) | 1847.6522 M (1545.6812 -159.6635) || train (85.6080 95.2425) | 1850.1579 M (1549.3408 -160.8174)| loss 1.5960 || lr 0.000819-0.000164-0.000164 | Time 2021-08-21 22:40:22
Epoch 113/120: (76.6840 92.9880) | 1846.0397 M (1544.2511 -159.8459) || train (85.7096 95.2600) | 1850.1456 M (1549.3268 -160.8157)| loss 1.5937 || lr 0.000628-0.000126-0.000126 | Time 2021-08-21 23:20:54
Epoch 113/120: (76.6840 92.9880) | 1846.0397 M (1544.2511 -159.8459) || train (85.7009 95.2144) | 1850.1488 M (1549.3270 -160.8127)| loss 1.5950 || lr 0.000628-0.000126-0.000126 | Time 2021-08-21 23:20:54
Epoch 114/120: (76.6820 92.9940) | 1846.3775 M (1544.6190 -159.8760) || train (85.7464 95.3135) | 1850.1592 M (1549.3382 -160.8136)| loss 1.5907 || lr 0.000462-0.000092-0.000092 | Time 2021-08-22 00:01:24
Epoch 114/120: (76.6820 92.9940) | 1846.3775 M (1544.6190 -159.8760) || train (85.7786 95.2742) | 1850.1556 M (1549.3365 -160.8155)| loss 1.5912 || lr 0.000462-0.000092-0.000092 | Time 2021-08-22 00:01:24
Epoch 115/120: (76.7420 93.0480) | 1846.8550 M (1544.9999 -159.7795) || train (85.9330 95.3630) | 1850.1562 M (1549.3360 -160.8144)| loss 1.5869 || lr 0.000321-0.000064-0.000064 | Time 2021-08-22 00:41:54
Epoch 115/120: (76.7420 93.0480) | 1846.8550 M (1544.9999 -159.7795) || train (85.8596 95.3024) | 1850.1557 M (1549.3362 -160.8151)| loss 1.5886 || lr 0.000321-0.000064-0.000064 | Time 2021-08-22 00:41:54
Epoch 116/120: (76.7140 93.0180) | 1846.8816 M (1545.0134 -159.7664) || train (85.8752 95.3692) | 1850.1570 M (1549.3330 -160.8105)| loss 1.5861 || lr 0.000205-0.000041-0.000041 | Time 2021-08-22 01:22:22
Epoch 116/120: (76.7140 93.0180) | 1846.8816 M (1545.0134 -159.7664) || train (85.9038 95.3564) | 1850.1452 M (1549.3236 -160.8129)| loss 1.5861 || lr 0.000205-0.000041-0.000041 | Time 2021-08-22 01:22:23
Epoch 117/120: (76.7500 93.0920) | 1846.8045 M (1544.9180 -159.7481) || train (85.9375 95.3449) | 1850.1566 M (1549.3319 -160.8098)| loss 1.5854 || lr 0.000116-0.000023-0.000023 | Time 2021-08-22 02:02:51
Epoch 117/120: (76.7500 93.0920) | 1846.8045 M (1544.9180 -159.7481) || train (85.9366 95.3196) | 1850.1583 M (1549.3342 -160.8105)| loss 1.5864 || lr 0.000116-0.000023-0.000023 | Time 2021-08-22 02:02:51
Epoch 118/120: (76.6820 93.1060) | 1846.7964 M (1544.9235 -159.7617) || train (85.9675 95.3639) | 1850.1594 M (1549.3370 -160.8121)| loss 1.5843 || lr 0.000051-0.000010-0.000010 | Time 2021-08-22 02:43:20
Epoch 118/120: (76.6820 93.1060) | 1846.7964 M (1544.9235 -159.7617) || train (86.0277 95.3674) | 1850.1405 M (1549.3183 -160.8123)| loss 1.5830 || lr 0.000051-0.000010-0.000010 | Time 2021-08-22 02:43:21
Epoch 119/120: (76.6860 93.0380) | 1846.2609 M (1544.4293 -159.8029) || train (86.0221 95.3544) | 1850.1466 M (1549.3233 -160.8112)| loss 1.5835 || lr 0.000013-0.000003-0.000003 | Time 2021-08-22 03:23:50
Epoch 119/120: (76.6860 93.0380) | 1846.2609 M (1544.4293 -159.8029) || train (85.9116 95.3496) | 1850.1471 M (1549.3248 -160.8122)| loss 1.5857 || lr 0.000013-0.000003-0.000003 | Time 2021-08-22 03:23:50