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Commit cb5db09a authored by zhangqha@sugon.com's avatar zhangqha@sugon.com
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修正准确率数据并增加model.properties

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README.md
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......@@ -62,510 +62,9 @@ Python Deploy测试参考：
### 精度
测试数据：ImageNet-pytorch，使用的加速卡:Z100L。
```
Test: [ 0/50000] eta: 21:13:14 loss: 3.7605 (3.7605) acc1: 0.0000 (0.0000) acc5: 100.0000 (100.0000) time: 1.5279 data: 1.2693 max mem: 86
Test: [ 100/50000] eta: 0:16:33 loss: 0.0005 (0.5272) acc1: 100.0000 (88.1188) acc5: 100.0000 (97.0297) time: 0.0051 data: 0.0002 max mem: 86
Test: [ 200/50000] eta: 0:10:23 loss: 0.1722 (0.6195) acc1: 100.0000 (82.5871) acc5: 100.0000 (96.5174) time: 0.0050 data: 0.0002 max mem: 86
Test: [ 300/50000] eta: 0:08:11 loss: 0.0325 (0.6624) acc1: 100.0000 (82.0598) acc5: 100.0000 (96.0133) time: 0.0046 data: 0.0002 max mem: 86
Test: [ 400/50000] eta: 0:07:03 loss: 0.0283 (0.7113) acc1: 100.0000 (81.7955) acc5: 100.0000 (94.7631) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 500/50000] eta: 0:06:19 loss: 0.0000 (0.6293) acc1: 100.0000 (83.8323) acc5: 100.0000 (95.4092) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 600/50000] eta: 0:05:51 loss: 0.0002 (0.5730) acc1: 100.0000 (85.3577) acc5: 100.0000 (95.8403) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 700/50000] eta: 0:05:30 loss: 0.0023 (0.5215) acc1: 100.0000 (86.5906) acc5: 100.0000 (96.2910) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 800/50000] eta: 0:05:13 loss: 0.0003 (0.4884) acc1: 100.0000 (87.5156) acc5: 100.0000 (96.5044) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 900/50000] eta: 0:04:59 loss: 0.0004 (0.4812) acc1: 100.0000 (87.6804) acc5: 100.0000 (96.8923) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 1000/50000] eta: 0:04:50 loss: 0.0004 (0.4654) acc1: 100.0000 (88.4116) acc5: 100.0000 (97.0030) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 1100/50000] eta: 0:04:42 loss: 0.0158 (0.5022) acc1: 100.0000 (87.4659) acc5: 100.0000 (96.5486) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 1200/50000] eta: 0:04:35 loss: 0.0051 (0.4699) acc1: 100.0000 (88.1765) acc5: 100.0000 (96.8360) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 1300/50000] eta: 0:04:30 loss: 0.0049 (0.4499) acc1: 100.0000 (88.8547) acc5: 100.0000 (96.9254) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 1400/50000] eta: 0:04:24 loss: 0.0190 (0.5285) acc1: 100.0000 (87.2234) acc5: 100.0000 (96.4311) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 1500/50000] eta: 0:04:19 loss: 0.0029 (0.5403) acc1: 100.0000 (87.1419) acc5: 100.0000 (96.1359) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 1600/50000] eta: 0:04:16 loss: 0.0291 (0.5636) acc1: 100.0000 (86.8832) acc5: 100.0000 (96.0025) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 1700/50000] eta: 0:04:13 loss: 0.0790 (0.6317) acc1: 100.0000 (85.3028) acc5: 100.0000 (95.7084) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 1800/50000] eta: 0:04:10 loss: 0.8301 (0.6861) acc1: 0.0000 (83.8978) acc5: 100.0000 (95.2804) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 1900/50000] eta: 0:04:07 loss: 0.1593 (0.6977) acc1: 100.0000 (83.2194) acc5: 100.0000 (95.4235) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 2000/50000] eta: 0:04:05 loss: 0.0165 (0.7040) acc1: 100.0000 (83.2084) acc5: 100.0000 (95.4023) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 2100/50000] eta: 0:04:03 loss: 0.0156 (0.7113) acc1: 100.0000 (82.8653) acc5: 100.0000 (95.4307) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 2200/50000] eta: 0:04:01 loss: 0.0035 (0.7085) acc1: 100.0000 (82.9623) acc5: 100.0000 (95.4112) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 2300/50000] eta: 0:03:59 loss: 0.0000 (0.7477) acc1: 100.0000 (82.3990) acc5: 100.0000 (95.0456) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 2400/50000] eta: 0:03:57 loss: 0.0144 (0.7674) acc1: 100.0000 (81.7576) acc5: 100.0000 (94.9188) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 2500/50000] eta: 0:03:55 loss: 0.1349 (0.7727) acc1: 100.0000 (81.7673) acc5: 100.0000 (94.7621) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 2600/50000] eta: 0:03:53 loss: 0.0001 (0.7679) acc1: 100.0000 (81.8916) acc5: 100.0000 (94.6943) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 2700/50000] eta: 0:03:50 loss: 0.2303 (0.7688) acc1: 100.0000 (81.7845) acc5: 100.0000 (94.6686) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 2800/50000] eta: 0:03:48 loss: 0.1836 (0.7950) acc1: 100.0000 (81.1853) acc5: 100.0000 (94.5734) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 2900/50000] eta: 0:03:47 loss: 0.0785 (0.7940) acc1: 100.0000 (81.0410) acc5: 100.0000 (94.5881) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 3000/50000] eta: 0:03:45 loss: 0.8794 (0.8190) acc1: 100.0000 (80.5398) acc5: 100.0000 (94.3019) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 3100/50000] eta: 0:03:43 loss: 0.1602 (0.8417) acc1: 100.0000 (79.8130) acc5: 100.0000 (94.3567) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 3200/50000] eta: 0:03:41 loss: 0.0120 (0.8620) acc1: 100.0000 (79.2565) acc5: 100.0000 (94.0331) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 3300/50000] eta: 0:03:40 loss: 0.1979 (0.8830) acc1: 100.0000 (78.8549) acc5: 100.0000 (93.9109) time: 0.0041 data: 0.0003 max mem: 86
Test: [ 3400/50000] eta: 0:03:39 loss: 0.8700 (0.8987) acc1: 0.0000 (78.3593) acc5: 100.0000 (93.7959) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 3500/50000] eta: 0:03:38 loss: 0.0001 (0.9023) acc1: 100.0000 (77.8920) acc5: 100.0000 (93.7446) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 3600/50000] eta: 0:03:37 loss: 0.0002 (0.8921) acc1: 100.0000 (78.0894) acc5: 100.0000 (93.7795) time: 0.0048 data: 0.0002 max mem: 86
Test: [ 3700/50000] eta: 0:03:36 loss: 1.0290 (0.8984) acc1: 0.0000 (77.5736) acc5: 100.0000 (93.8665) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 3800/50000] eta: 0:03:35 loss: 0.0186 (0.9037) acc1: 100.0000 (77.2691) acc5: 100.0000 (93.9227) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 3900/50000] eta: 0:03:35 loss: 0.0721 (0.9016) acc1: 100.0000 (77.3135) acc5: 100.0000 (93.9503) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 4000/50000] eta: 0:03:34 loss: 0.0351 (0.9084) acc1: 100.0000 (77.3057) acc5: 100.0000 (93.8765) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 4100/50000] eta: 0:03:33 loss: 0.0029 (0.8997) acc1: 100.0000 (77.4689) acc5: 100.0000 (94.0015) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 4200/50000] eta: 0:03:32 loss: 0.0013 (0.8858) acc1: 100.0000 (77.7910) acc5: 100.0000 (94.1204) time: 0.0048 data: 0.0002 max mem: 86
Test: [ 4300/50000] eta: 0:03:32 loss: 0.0011 (0.8741) acc1: 100.0000 (78.1214) acc5: 100.0000 (94.1641) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 4400/50000] eta: 0:03:31 loss: 0.0000 (0.8666) acc1: 100.0000 (78.1641) acc5: 100.0000 (94.2513) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 4500/50000] eta: 0:03:30 loss: 0.0001 (0.8528) acc1: 100.0000 (78.5603) acc5: 100.0000 (94.3568) time: 0.0046 data: 0.0002 max mem: 86
Test: [ 4600/50000] eta: 0:03:30 loss: 0.0002 (0.8414) acc1: 100.0000 (78.8524) acc5: 100.0000 (94.3708) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 4700/50000] eta: 0:03:29 loss: 0.0031 (0.8295) acc1: 100.0000 (79.1534) acc5: 100.0000 (94.4905) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 4800/50000] eta: 0:03:29 loss: 0.0007 (0.8202) acc1: 100.0000 (79.4210) acc5: 100.0000 (94.5220) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 4900/50000] eta: 0:03:28 loss: 0.0011 (0.8136) acc1: 100.0000 (79.6164) acc5: 100.0000 (94.5725) time: 0.0047 data: 0.0002 max mem: 86
Test: [ 5000/50000] eta: 0:03:27 loss: 0.0025 (0.8080) acc1: 100.0000 (79.7041) acc5: 100.0000 (94.6411) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 5100/50000] eta: 0:03:26 loss: 0.3220 (0.8063) acc1: 100.0000 (79.7099) acc5: 100.0000 (94.6481) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 5200/50000] eta: 0:03:25 loss: 0.0062 (0.8012) acc1: 100.0000 (79.8500) acc5: 100.0000 (94.6164) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 5300/50000] eta: 0:03:25 loss: 0.0002 (0.7945) acc1: 100.0000 (80.0415) acc5: 100.0000 (94.6237) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 5400/50000] eta: 0:03:24 loss: 0.0015 (0.7994) acc1: 100.0000 (80.1889) acc5: 100.0000 (94.5751) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 5500/50000] eta: 0:03:24 loss: 0.0039 (0.8008) acc1: 100.0000 (80.2218) acc5: 100.0000 (94.5646) time: 0.0046 data: 0.0002 max mem: 86
Test: [ 5600/50000] eta: 0:03:23 loss: 0.0009 (0.7973) acc1: 100.0000 (80.3428) acc5: 100.0000 (94.5903) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 5700/50000] eta: 0:03:22 loss: 0.0045 (0.8016) acc1: 100.0000 (80.3368) acc5: 100.0000 (94.4922) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 5800/50000] eta: 0:03:21 loss: 0.0441 (0.8010) acc1: 100.0000 (80.4172) acc5: 100.0000 (94.4665) time: 0.0043 data: 0.0003 max mem: 86
Test: [ 5900/50000] eta: 0:03:20 loss: 0.0016 (0.8022) acc1: 100.0000 (80.5287) acc5: 100.0000 (94.4416) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 6000/50000] eta: 0:03:20 loss: 0.0303 (0.8104) acc1: 100.0000 (80.4199) acc5: 100.0000 (94.4176) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 6100/50000] eta: 0:03:19 loss: 0.0044 (0.8116) acc1: 100.0000 (80.3475) acc5: 100.0000 (94.4271) time: 0.0038 data: 0.0001 max mem: 86
Test: [ 6200/50000] eta: 0:03:18 loss: 0.0818 (0.8107) acc1: 100.0000 (80.3580) acc5: 100.0000 (94.3719) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 6300/50000] eta: 0:03:17 loss: 0.0063 (0.8139) acc1: 100.0000 (80.2888) acc5: 100.0000 (94.3977) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 6400/50000] eta: 0:03:17 loss: 0.0055 (0.8195) acc1: 100.0000 (80.3000) acc5: 100.0000 (94.2978) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 6500/50000] eta: 0:03:16 loss: 0.0001 (0.8117) acc1: 100.0000 (80.4645) acc5: 100.0000 (94.3393) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 6600/50000] eta: 0:03:15 loss: 0.0092 (0.8027) acc1: 100.0000 (80.6696) acc5: 100.0000 (94.4251) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 6700/50000] eta: 0:03:15 loss: 0.0012 (0.7978) acc1: 100.0000 (80.7790) acc5: 100.0000 (94.4337) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 6800/50000] eta: 0:03:14 loss: 0.0000 (0.7927) acc1: 100.0000 (80.8558) acc5: 100.0000 (94.4861) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 6900/50000] eta: 0:03:13 loss: 0.0122 (0.7864) acc1: 100.0000 (81.0172) acc5: 100.0000 (94.5225) time: 0.0038 data: 0.0002 max mem: 86
Test: [ 7000/50000] eta: 0:03:12 loss: 0.0003 (0.7786) acc1: 100.0000 (81.2170) acc5: 100.0000 (94.5579) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 7100/50000] eta: 0:03:11 loss: 0.0009 (0.7743) acc1: 100.0000 (81.3407) acc5: 100.0000 (94.5782) time: 0.0038 data: 0.0002 max mem: 86
Test: [ 7200/50000] eta: 0:03:11 loss: 0.0001 (0.7686) acc1: 100.0000 (81.4331) acc5: 100.0000 (94.6257) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 7300/50000] eta: 0:03:10 loss: 0.0002 (0.7626) acc1: 100.0000 (81.6053) acc5: 100.0000 (94.6583) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 7400/50000] eta: 0:03:09 loss: 0.0007 (0.7567) acc1: 100.0000 (81.7457) acc5: 100.0000 (94.7034) time: 0.0038 data: 0.0002 max mem: 86
Test: [ 7500/50000] eta: 0:03:10 loss: 0.0025 (0.7521) acc1: 100.0000 (81.8558) acc5: 100.0000 (94.7074) time: 0.0038 data: 0.0002 max mem: 86
Test: [ 7600/50000] eta: 0:03:09 loss: 0.0618 (0.7581) acc1: 100.0000 (81.7392) acc5: 100.0000 (94.6718) time: 0.0038 data: 0.0002 max mem: 86
Test: [ 7700/50000] eta: 0:03:08 loss: 0.2603 (0.7584) acc1: 100.0000 (81.7167) acc5: 100.0000 (94.6760) time: 0.0038 data: 0.0002 max mem: 86
Test: [ 7800/50000] eta: 0:03:08 loss: 0.3902 (0.7611) acc1: 100.0000 (81.6177) acc5: 100.0000 (94.6545) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 7900/50000] eta: 0:03:08 loss: 0.0121 (0.7564) acc1: 100.0000 (81.7745) acc5: 100.0000 (94.6969) time: 0.0047 data: 0.0002 max mem: 86
Test: [ 8000/50000] eta: 0:03:07 loss: 0.6661 (0.7616) acc1: 0.0000 (81.5523) acc5: 100.0000 (94.6882) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 8100/50000] eta: 0:03:07 loss: 0.0326 (0.7601) acc1: 100.0000 (81.5578) acc5: 100.0000 (94.6797) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 8200/50000] eta: 0:03:07 loss: 0.6533 (0.7703) acc1: 100.0000 (81.4413) acc5: 100.0000 (94.5982) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 8300/50000] eta: 0:03:06 loss: 0.5622 (0.7768) acc1: 100.0000 (81.3637) acc5: 100.0000 (94.5428) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 8400/50000] eta: 0:03:06 loss: 0.9667 (0.7885) acc1: 0.0000 (80.9666) acc5: 100.0000 (94.4768) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 8500/50000] eta: 0:03:06 loss: 0.0256 (0.7869) acc1: 100.0000 (81.0022) acc5: 100.0000 (94.5065) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 8600/50000] eta: 0:03:05 loss: 0.0389 (0.7950) acc1: 100.0000 (80.8394) acc5: 100.0000 (94.4774) time: 0.0043 data: 0.0002 max mem: 86
Test: [ 8700/50000] eta: 0:03:05 loss: 0.2748 (0.7973) acc1: 100.0000 (80.7378) acc5: 100.0000 (94.4604) time: 0.0045 data: 0.0002 max mem: 86
Test: [ 8800/50000] eta: 0:03:04 loss: 0.1653 (0.8007) acc1: 100.0000 (80.7181) acc5: 100.0000 (94.4438) time: 0.0046 data: 0.0003 max mem: 86
Test: [ 8900/50000] eta: 0:03:04 loss: 0.1470 (0.7986) acc1: 100.0000 (80.7550) acc5: 100.0000 (94.4388) time: 0.0046 data: 0.0002 max mem: 86
Test: [ 9000/50000] eta: 0:03:03 loss: 0.2561 (0.7993) acc1: 100.0000 (80.7133) acc5: 100.0000 (94.4340) time: 0.0042 data: 0.0002 max mem: 86
Test: [ 9100/50000] eta: 0:03:03 loss: 0.0316 (0.7989) acc1: 100.0000 (80.6725) acc5: 100.0000 (94.4621) time: 0.0036 data: 0.0002 max mem: 86
Test: [ 9200/50000] eta: 0:03:02 loss: 0.3239 (0.7978) acc1: 100.0000 (80.6543) acc5: 100.0000 (94.4680) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 9300/50000] eta: 0:03:01 loss: 0.1094 (0.8015) acc1: 100.0000 (80.5075) acc5: 100.0000 (94.4737) time: 0.0039 data: 0.0002 max mem: 86
Test: [ 9400/50000] eta: 0:03:00 loss: 0.2506 (0.8040) acc1: 100.0000 (80.4489) acc5: 100.0000 (94.4580) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 9500/50000] eta: 0:03:00 loss: 0.1578 (0.8035) acc1: 100.0000 (80.4021) acc5: 100.0000 (94.4743) time: 0.0047 data: 0.0002 max mem: 86
Test: [ 9600/50000] eta: 0:03:00 loss: 0.0188 (0.8056) acc1: 100.0000 (80.4187) acc5: 100.0000 (94.4381) time: 0.0044 data: 0.0002 max mem: 86
Test: [ 9700/50000] eta: 0:02:59 loss: 0.4514 (0.8102) acc1: 100.0000 (80.2495) acc5: 100.0000 (94.4233) time: 0.0041 data: 0.0002 max mem: 86
Test: [ 9800/50000] eta: 0:02:58 loss: 0.0612 (0.8095) acc1: 100.0000 (80.2775) acc5: 100.0000 (94.4189) time: 0.0040 data: 0.0002 max mem: 86
Test: [ 9900/50000] eta: 0:02:58 loss: 0.3089 (0.8120) acc1: 100.0000 (80.2242) acc5: 100.0000 (94.4248) time: 0.0043 data: 0.0002 max mem: 86
Test: [10000/50000] eta: 0:02:57 loss: 0.0415 (0.8116) acc1: 100.0000 (80.2320) acc5: 100.0000 (94.4606) time: 0.0041 data: 0.0002 max mem: 86
Test: [10100/50000] eta: 0:02:57 loss: 0.5171 (0.8145) acc1: 100.0000 (80.0614) acc5: 100.0000 (94.4758) time: 0.0040 data: 0.0002 max mem: 86
Test: [10200/50000] eta: 0:02:56 loss: 0.0181 (0.8114) acc1: 100.0000 (80.0902) acc5: 100.0000 (94.5103) time: 0.0041 data: 0.0002 max mem: 86
Test: [10300/50000] eta: 0:02:56 loss: 0.0997 (0.8119) acc1: 100.0000 (80.0408) acc5: 100.0000 (94.5345) time: 0.0041 data: 0.0002 max mem: 86
Test: [10400/50000] eta: 0:02:55 loss: 0.0290 (0.8098) acc1: 100.0000 (80.0788) acc5: 100.0000 (94.5582) time: 0.0041 data: 0.0002 max mem: 86
Test: [10500/50000] eta: 0:02:55 loss: 0.0330 (0.8097) acc1: 100.0000 (80.1257) acc5: 100.0000 (94.5624) time: 0.0041 data: 0.0002 max mem: 86
Test: [10600/50000] eta: 0:02:54 loss: 0.1191 (0.8095) acc1: 100.0000 (80.1057) acc5: 100.0000 (94.5477) time: 0.0042 data: 0.0002 max mem: 86
Test: [10700/50000] eta: 0:02:54 loss: 0.0099 (0.8100) acc1: 100.0000 (80.0953) acc5: 100.0000 (94.5426) time: 0.0042 data: 0.0002 max mem: 86
Test: [10800/50000] eta: 0:02:53 loss: 0.2072 (0.8087) acc1: 100.0000 (80.1315) acc5: 100.0000 (94.5468) time: 0.0043 data: 0.0002 max mem: 86
Test: [10900/50000] eta: 0:02:53 loss: 0.0128 (0.8042) acc1: 100.0000 (80.2312) acc5: 100.0000 (94.5785) time: 0.0047 data: 0.0002 max mem: 86
Test: [11000/50000] eta: 0:02:52 loss: 0.0486 (0.8027) acc1: 100.0000 (80.2382) acc5: 100.0000 (94.6187) time: 0.0042 data: 0.0002 max mem: 86
Test: [11100/50000] eta: 0:02:52 loss: 0.0621 (0.8054) acc1: 100.0000 (80.1910) acc5: 100.0000 (94.6041) time: 0.0042 data: 0.0002 max mem: 86
Test: [11200/50000] eta: 0:02:51 loss: 0.0130 (0.8056) acc1: 100.0000 (80.1893) acc5: 100.0000 (94.5719) time: 0.0042 data: 0.0002 max mem: 86
Test: [11300/50000] eta: 0:02:51 loss: 0.0220 (0.8028) acc1: 100.0000 (80.2407) acc5: 100.0000 (94.5934) time: 0.0042 data: 0.0002 max mem: 86
Test: [11400/50000] eta: 0:02:50 loss: 0.0704 (0.8124) acc1: 100.0000 (80.1333) acc5: 100.0000 (94.5180) time: 0.0042 data: 0.0002 max mem: 86
Test: [11500/50000] eta: 0:02:50 loss: 0.0229 (0.8090) acc1: 100.0000 (80.2278) acc5: 100.0000 (94.5135) time: 0.0043 data: 0.0002 max mem: 86
Test: [11600/50000] eta: 0:02:49 loss: 0.3336 (0.8100) acc1: 100.0000 (80.1396) acc5: 100.0000 (94.5005) time: 0.0044 data: 0.0002 max mem: 86
Test: [11700/50000] eta: 0:02:49 loss: 0.0793 (0.8110) acc1: 100.0000 (80.1214) acc5: 100.0000 (94.4877) time: 0.0042 data: 0.0002 max mem: 86
Test: [11800/50000] eta: 0:02:48 loss: 0.0249 (0.8095) acc1: 100.0000 (80.1542) acc5: 100.0000 (94.5174) time: 0.0040 data: 0.0002 max mem: 86
Test: [11900/50000] eta: 0:02:47 loss: 0.0822 (0.8103) acc1: 100.0000 (80.1361) acc5: 100.0000 (94.4711) time: 0.0042 data: 0.0002 max mem: 86
Test: [12000/50000] eta: 0:02:47 loss: 0.0385 (0.8100) acc1: 100.0000 (80.1350) acc5: 100.0000 (94.5088) time: 0.0041 data: 0.0002 max mem: 86
Test: [12100/50000] eta: 0:02:46 loss: 0.2712 (0.8136) acc1: 100.0000 (79.9273) acc5: 100.0000 (94.5376) time: 0.0041 data: 0.0002 max mem: 86
Test: [12200/50000] eta: 0:02:46 loss: 0.0601 (0.8135) acc1: 100.0000 (79.8951) acc5: 100.0000 (94.5496) time: 0.0040 data: 0.0002 max mem: 86
Test: [12300/50000] eta: 0:02:45 loss: 0.0080 (0.8108) acc1: 100.0000 (79.9610) acc5: 100.0000 (94.5695) time: 0.0043 data: 0.0002 max mem: 86
Test: [12400/50000] eta: 0:02:45 loss: 0.0194 (0.8125) acc1: 100.0000 (79.9129) acc5: 100.0000 (94.5488) time: 0.0044 data: 0.0002 max mem: 86
Test: [12500/50000] eta: 0:02:44 loss: 0.2914 (0.8163) acc1: 100.0000 (79.7696) acc5: 100.0000 (94.5444) time: 0.0042 data: 0.0002 max mem: 86
Test: [12600/50000] eta: 0:02:44 loss: 0.0031 (0.8145) acc1: 100.0000 (79.7794) acc5: 100.0000 (94.5877) time: 0.0040 data: 0.0002 max mem: 86
Test: [12700/50000] eta: 0:02:43 loss: 0.0760 (0.8128) acc1: 100.0000 (79.7969) acc5: 100.0000 (94.6146) time: 0.0039 data: 0.0002 max mem: 86
Test: [12800/50000] eta: 0:02:43 loss: 0.0001 (0.8072) acc1: 100.0000 (79.9234) acc5: 100.0000 (94.6489) time: 0.0038 data: 0.0002 max mem: 86
Test: [12900/50000] eta: 0:02:42 loss: 0.0351 (0.8071) acc1: 100.0000 (79.9008) acc5: 100.0000 (94.6516) time: 0.0040 data: 0.0002 max mem: 86
Test: [13000/50000] eta: 0:02:42 loss: 0.0030 (0.8019) acc1: 100.0000 (80.0323) acc5: 100.0000 (94.6927) time: 0.0040 data: 0.0002 max mem: 86
Test: [13100/50000] eta: 0:02:41 loss: 0.0005 (0.7990) acc1: 100.0000 (80.1084) acc5: 100.0000 (94.7180) time: 0.0039 data: 0.0002 max mem: 86
Test: [13200/50000] eta: 0:02:40 loss: 0.0728 (0.7972) acc1: 100.0000 (80.1454) acc5: 100.0000 (94.7352) time: 0.0037 data: 0.0002 max mem: 86
Test: [13300/50000] eta: 0:02:40 loss: 0.6036 (0.7994) acc1: 100.0000 (80.0241) acc5: 100.0000 (94.7372) time: 0.0037 data: 0.0002 max mem: 86
Test: [13400/50000] eta: 0:02:39 loss: 0.0842 (0.8006) acc1: 100.0000 (79.9269) acc5: 100.0000 (94.7392) time: 0.0050 data: 0.0002 max mem: 86
Test: [13500/50000] eta: 0:02:39 loss: 0.3301 (0.7995) acc1: 100.0000 (79.9348) acc5: 100.0000 (94.7634) time: 0.0039 data: 0.0002 max mem: 86
Test: [13600/50000] eta: 0:02:38 loss: 0.4816 (0.8014) acc1: 100.0000 (79.8765) acc5: 100.0000 (94.7651) time: 0.0039 data: 0.0001 max mem: 86
Test: [13700/50000] eta: 0:02:38 loss: 0.0488 (0.8076) acc1: 100.0000 (79.8044) acc5: 100.0000 (94.7376) time: 0.0042 data: 0.0002 max mem: 86
Test: [13800/50000] eta: 0:02:37 loss: 0.0009 (0.8044) acc1: 100.0000 (79.9145) acc5: 100.0000 (94.7685) time: 0.0037 data: 0.0002 max mem: 86
Test: [13900/50000] eta: 0:02:37 loss: 0.2700 (0.8054) acc1: 100.0000 (79.8576) acc5: 100.0000 (94.7917) time: 0.0040 data: 0.0002 max mem: 86
Test: [14000/50000] eta: 0:02:36 loss: 0.0046 (0.8038) acc1: 100.0000 (79.8657) acc5: 100.0000 (94.8218) time: 0.0038 data: 0.0002 max mem: 86
Test: [14100/50000] eta: 0:02:36 loss: 0.6475 (0.8075) acc1: 100.0000 (79.7603) acc5: 100.0000 (94.8089) time: 0.0049 data: 0.0002 max mem: 86
Test: [14200/50000] eta: 0:02:35 loss: 0.0036 (0.8107) acc1: 100.0000 (79.5930) acc5: 100.0000 (94.8032) time: 0.0036 data: 0.0002 max mem: 86
Test: [14300/50000] eta: 0:02:34 loss: 0.8769 (0.8150) acc1: 0.0000 (79.5189) acc5: 100.0000 (94.7416) time: 0.0038 data: 0.0003 max mem: 86
Test: [14400/50000] eta: 0:02:34 loss: 0.0047 (0.8161) acc1: 100.0000 (79.5500) acc5: 100.0000 (94.7365) time: 0.0037 data: 0.0002 max mem: 86
Test: [14500/50000] eta: 0:02:33 loss: 0.0571 (0.8135) acc1: 100.0000 (79.5945) acc5: 100.0000 (94.7659) time: 0.0038 data: 0.0002 max mem: 86
Test: [14600/50000] eta: 0:02:33 loss: 0.0004 (0.8125) acc1: 100.0000 (79.6384) acc5: 100.0000 (94.7743) time: 0.0035 data: 0.0002 max mem: 86
Test: [14700/50000] eta: 0:02:32 loss: 0.0237 (0.8089) acc1: 100.0000 (79.7293) acc5: 100.0000 (94.8031) time: 0.0099 data: 0.0060 max mem: 86
Test: [14800/50000] eta: 0:02:32 loss: 0.0363 (0.8052) acc1: 100.0000 (79.7784) acc5: 100.0000 (94.8382) time: 0.0038 data: 0.0002 max mem: 86
Test: [14900/50000] eta: 0:02:31 loss: 0.0038 (0.8080) acc1: 100.0000 (79.7933) acc5: 100.0000 (94.8259) time: 0.0041 data: 0.0002 max mem: 86
Test: [15000/50000] eta: 0:02:31 loss: 0.1103 (0.8090) acc1: 100.0000 (79.7680) acc5: 100.0000 (94.8203) time: 0.0050 data: 0.0002 max mem: 86
Test: [15100/50000] eta: 0:02:31 loss: 0.0379 (0.8061) acc1: 100.0000 (79.8027) acc5: 100.0000 (94.8414) time: 0.0043 data: 0.0002 max mem: 86
Test: [15200/50000] eta: 0:02:30 loss: 0.2943 (0.8078) acc1: 100.0000 (79.7448) acc5: 100.0000 (94.8622) time: 0.0042 data: 0.0002 max mem: 86
Test: [15300/50000] eta: 0:02:30 loss: 0.0289 (0.8078) acc1: 100.0000 (79.7137) acc5: 100.0000 (94.8827) time: 0.0045 data: 0.0002 max mem: 86
Test: [15400/50000] eta: 0:02:29 loss: 0.0153 (0.8058) acc1: 100.0000 (79.7546) acc5: 100.0000 (94.8964) time: 0.0042 data: 0.0002 max mem: 86
Test: [15500/50000] eta: 0:02:29 loss: 0.0358 (0.8057) acc1: 100.0000 (79.7239) acc5: 100.0000 (94.8907) time: 0.0038 data: 0.0002 max mem: 86
Test: [15600/50000] eta: 0:02:28 loss: 0.1787 (0.8104) acc1: 100.0000 (79.6103) acc5: 100.0000 (94.8529) time: 0.0039 data: 0.0002 max mem: 86
Test: [15700/50000] eta: 0:02:28 loss: 0.2585 (0.8120) acc1: 100.0000 (79.5172) acc5: 100.0000 (94.8602) time: 0.0040 data: 0.0002 max mem: 86
Test: [15800/50000] eta: 0:02:27 loss: 0.0670 (0.8148) acc1: 100.0000 (79.5140) acc5: 100.0000 (94.8168) time: 0.0038 data: 0.0002 max mem: 86
Test: [15900/50000] eta: 0:02:27 loss: 0.0272 (0.8127) acc1: 100.0000 (79.5736) acc5: 100.0000 (94.8368) time: 0.0039 data: 0.0002 max mem: 86
Test: [16000/50000] eta: 0:02:26 loss: 0.0547 (0.8122) acc1: 100.0000 (79.6013) acc5: 100.0000 (94.8503) time: 0.0041 data: 0.0002 max mem: 86
Test: [16100/50000] eta: 0:02:26 loss: 0.0000 (0.8089) acc1: 100.0000 (79.6907) acc5: 100.0000 (94.8699) time: 0.0041 data: 0.0002 max mem: 86
Test: [16200/50000] eta: 0:02:25 loss: 0.0006 (0.8054) acc1: 100.0000 (79.7852) acc5: 100.0000 (94.8954) time: 0.0040 data: 0.0002 max mem: 86
Test: [16300/50000] eta: 0:02:25 loss: 0.0003 (0.8019) acc1: 100.0000 (79.8724) acc5: 100.0000 (94.9267) time: 0.0039 data: 0.0002 max mem: 86
Test: [16400/50000] eta: 0:02:24 loss: 0.0062 (0.8004) acc1: 100.0000 (79.9281) acc5: 100.0000 (94.9332) time: 0.0041 data: 0.0002 max mem: 86
Test: [16500/50000] eta: 0:02:24 loss: 0.0020 (0.8020) acc1: 100.0000 (79.9224) acc5: 100.0000 (94.8973) time: 0.0039 data: 0.0002 max mem: 86
Test: [16600/50000] eta: 0:02:24 loss: 0.0321 (0.8014) acc1: 100.0000 (79.9108) acc5: 100.0000 (94.9160) time: 0.0043 data: 0.0002 max mem: 86
Test: [16700/50000] eta: 0:02:23 loss: 0.0001 (0.7972) acc1: 100.0000 (80.0132) acc5: 100.0000 (94.9464) time: 0.0043 data: 0.0002 max mem: 86
Test: [16800/50000] eta: 0:02:23 loss: 0.0031 (0.7957) acc1: 100.0000 (80.0488) acc5: 100.0000 (94.9646) time: 0.0044 data: 0.0002 max mem: 86
Test: [16900/50000] eta: 0:02:22 loss: 0.0138 (0.7970) acc1: 100.0000 (80.0781) acc5: 100.0000 (94.9707) time: 0.0043 data: 0.0002 max mem: 86
Test: [17000/50000] eta: 0:02:22 loss: 0.0021 (0.7951) acc1: 100.0000 (80.1306) acc5: 100.0000 (94.9768) time: 0.0040 data: 0.0002 max mem: 86
Test: [17100/50000] eta: 0:02:21 loss: 1.9055 (0.7958) acc1: 0.0000 (80.1181) acc5: 100.0000 (94.9594) time: 0.0038 data: 0.0002 max mem: 86
Test: [17200/50000] eta: 0:02:21 loss: 0.0138 (0.7940) acc1: 100.0000 (80.1523) acc5: 100.0000 (94.9770) time: 0.0041 data: 0.0002 max mem: 86
Test: [17300/50000] eta: 0:02:20 loss: 0.4505 (0.7939) acc1: 100.0000 (80.1225) acc5: 100.0000 (94.9829) time: 0.0044 data: 0.0002 max mem: 86
Test: [17400/50000] eta: 0:02:20 loss: 0.0002 (0.7931) acc1: 100.0000 (80.1448) acc5: 100.0000 (94.9601) time: 0.0038 data: 0.0002 max mem: 86
Test: [17500/50000] eta: 0:02:19 loss: 0.3345 (0.7926) acc1: 100.0000 (80.0640) acc5: 100.0000 (94.9774) time: 0.0039 data: 0.0002 max mem: 86
Test: [17600/50000] eta: 0:02:19 loss: 0.0260 (0.7892) acc1: 100.0000 (80.1432) acc5: 100.0000 (95.0003) time: 0.0039 data: 0.0003 max mem: 86
Test: [17700/50000] eta: 0:02:18 loss: 0.0452 (0.7887) acc1: 100.0000 (80.1198) acc5: 100.0000 (95.0172) time: 0.0038 data: 0.0002 max mem: 86
Test: [17800/50000] eta: 0:02:18 loss: 0.0026 (0.7865) acc1: 100.0000 (80.1865) acc5: 100.0000 (95.0171) time: 0.0037 data: 0.0002 max mem: 86
Test: [17900/50000] eta: 0:02:17 loss: 0.0605 (0.7897) acc1: 100.0000 (80.1017) acc5: 100.0000 (95.0226) time: 0.0037 data: 0.0002 max mem: 86
Test: [18000/50000] eta: 0:02:17 loss: 0.1980 (0.7939) acc1: 100.0000 (79.9956) acc5: 100.0000 (95.0114) time: 0.0038 data: 0.0002 max mem: 86
Test: [18100/50000] eta: 0:02:17 loss: 0.0005 (0.7933) acc1: 100.0000 (79.9845) acc5: 100.0000 (95.0113) time: 0.0039 data: 0.0002 max mem: 86
Test: [18200/50000] eta: 0:02:16 loss: 0.0000 (0.7923) acc1: 100.0000 (80.0231) acc5: 100.0000 (95.0113) time: 0.0042 data: 0.0002 max mem: 86
Test: [18300/50000] eta: 0:02:16 loss: 0.0105 (0.7899) acc1: 100.0000 (80.1049) acc5: 100.0000 (95.0221) time: 0.0041 data: 0.0002 max mem: 86
Test: [18400/50000] eta: 0:02:15 loss: 0.0868 (0.7898) acc1: 100.0000 (80.1261) acc5: 100.0000 (95.0166) time: 0.0037 data: 0.0002 max mem: 86
Test: [18500/50000] eta: 0:02:15 loss: 0.0747 (0.7911) acc1: 100.0000 (80.1146) acc5: 100.0000 (94.9949) time: 0.0037 data: 0.0002 max mem: 86
Test: [18600/50000] eta: 0:02:14 loss: 0.0352 (0.7937) acc1: 100.0000 (80.1086) acc5: 100.0000 (94.9734) time: 0.0037 data: 0.0002 max mem: 86
Test: [18700/50000] eta: 0:02:14 loss: 0.0732 (0.7940) acc1: 100.0000 (80.1294) acc5: 100.0000 (94.9575) time: 0.0039 data: 0.0002 max mem: 86
Test: [18800/50000] eta: 0:02:13 loss: 0.0474 (0.7955) acc1: 100.0000 (80.1074) acc5: 100.0000 (94.9418) time: 0.0037 data: 0.0002 max mem: 86
Test: [18900/50000] eta: 0:02:13 loss: 0.1086 (0.7941) acc1: 100.0000 (80.1386) acc5: 100.0000 (94.9474) time: 0.0038 data: 0.0002 max mem: 86
Test: [19000/50000] eta: 0:02:12 loss: 0.0733 (0.7935) acc1: 100.0000 (80.1484) acc5: 100.0000 (94.9529) time: 0.0039 data: 0.0002 max mem: 86
Test: [19100/50000] eta: 0:02:12 loss: 1.5252 (0.7983) acc1: 0.0000 (80.0063) acc5: 100.0000 (94.9322) time: 0.0037 data: 0.0002 max mem: 86
Test: [19200/50000] eta: 0:02:11 loss: 0.0863 (0.8004) acc1: 100.0000 (79.9385) acc5: 100.0000 (94.9273) time: 0.0041 data: 0.0002 max mem: 86
Test: [19300/50000] eta: 0:02:11 loss: 0.7411 (0.7994) acc1: 100.0000 (79.9285) acc5: 100.0000 (94.9277) time: 0.0042 data: 0.0002 max mem: 86
Test: [19400/50000] eta: 0:02:10 loss: 0.0001 (0.8005) acc1: 100.0000 (79.9083) acc5: 100.0000 (94.9281) time: 0.0042 data: 0.0002 max mem: 86
Test: [19500/50000] eta: 0:02:10 loss: 0.0033 (0.8001) acc1: 100.0000 (79.9190) acc5: 100.0000 (94.9182) time: 0.0037 data: 0.0002 max mem: 86
Test: [19600/50000] eta: 0:02:09 loss: 0.0073 (0.8024) acc1: 100.0000 (79.8786) acc5: 100.0000 (94.9033) time: 0.0038 data: 0.0002 max mem: 86
Test: [19700/50000] eta: 0:02:09 loss: 0.0179 (0.8002) acc1: 100.0000 (79.9452) acc5: 100.0000 (94.9140) time: 0.0038 data: 0.0002 max mem: 86
Test: [19800/50000] eta: 0:02:08 loss: 0.1315 (0.8002) acc1: 100.0000 (79.9303) acc5: 100.0000 (94.9043) time: 0.0038 data: 0.0002 max mem: 86
Test: [19900/50000] eta: 0:02:08 loss: 0.0081 (0.7988) acc1: 100.0000 (79.9910) acc5: 100.0000 (94.9148) time: 0.0037 data: 0.0002 max mem: 86
Test: [20000/50000] eta: 0:02:07 loss: 0.1578 (0.7995) acc1: 100.0000 (79.9760) acc5: 100.0000 (94.9053) time: 0.0036 data: 0.0002 max mem: 86
Test: [20100/50000] eta: 0:02:07 loss: 0.1097 (0.8019) acc1: 100.0000 (79.9015) acc5: 100.0000 (94.8858) time: 0.0040 data: 0.0002 max mem: 86
Test: [20200/50000] eta: 0:02:06 loss: 0.0078 (0.8048) acc1: 100.0000 (79.8673) acc5: 100.0000 (94.8567) time: 0.0039 data: 0.0002 max mem: 86
Test: [20300/50000] eta: 0:02:06 loss: 0.0131 (0.8054) acc1: 100.0000 (79.8778) acc5: 100.0000 (94.8278) time: 0.0039 data: 0.0002 max mem: 86
Test: [20400/50000] eta: 0:02:05 loss: 0.0012 (0.8049) acc1: 100.0000 (79.8882) acc5: 100.0000 (94.8434) time: 0.0036 data: 0.0002 max mem: 86
Test: [20500/50000] eta: 0:02:05 loss: 0.3294 (0.8079) acc1: 100.0000 (79.8303) acc5: 100.0000 (94.8490) time: 0.0038 data: 0.0002 max mem: 86
Test: [20600/50000] eta: 0:02:04 loss: 0.0362 (0.8077) acc1: 100.0000 (79.8262) acc5: 100.0000 (94.8498) time: 0.0039 data: 0.0002 max mem: 86
Test: [20700/50000] eta: 0:02:04 loss: 0.7428 (0.8134) acc1: 0.0000 (79.7111) acc5: 100.0000 (94.8022) time: 0.0041 data: 0.0002 max mem: 86
Test: [20800/50000] eta: 0:02:03 loss: 1.3721 (0.8242) acc1: 0.0000 (79.5058) acc5: 100.0000 (94.6685) time: 0.0036 data: 0.0002 max mem: 86
Test: [20900/50000] eta: 0:02:03 loss: 0.0012 (0.8234) acc1: 100.0000 (79.5225) acc5: 100.0000 (94.6701) time: 0.0039 data: 0.0002 max mem: 86
Test: [21000/50000] eta: 0:02:02 loss: 0.2224 (0.8257) acc1: 100.0000 (79.4724) acc5: 100.0000 (94.6574) time: 0.0038 data: 0.0002 max mem: 86
Test: [21100/50000] eta: 0:02:02 loss: 0.2699 (0.8258) acc1: 100.0000 (79.4749) acc5: 100.0000 (94.6590) time: 0.0039 data: 0.0002 max mem: 86
Test: [21200/50000] eta: 0:02:02 loss: 0.2430 (0.8297) acc1: 100.0000 (79.3925) acc5: 100.0000 (94.6465) time: 0.0039 data: 0.0002 max mem: 86
Test: [21300/50000] eta: 0:02:01 loss: 0.0005 (0.8302) acc1: 100.0000 (79.3953) acc5: 100.0000 (94.6387) time: 0.0038 data: 0.0002 max mem: 86
Test: [21400/50000] eta: 0:02:01 loss: 0.1168 (0.8315) acc1: 100.0000 (79.3748) acc5: 100.0000 (94.6358) time: 0.0039 data: 0.0002 max mem: 86
Test: [21500/50000] eta: 0:02:00 loss: 0.0134 (0.8331) acc1: 100.0000 (79.3591) acc5: 100.0000 (94.6096) time: 0.0040 data: 0.0002 max mem: 86
Test: [21600/50000] eta: 0:02:00 loss: 0.1121 (0.8323) acc1: 100.0000 (79.3713) acc5: 100.0000 (94.6067) time: 0.0038 data: 0.0002 max mem: 86
Test: [21700/50000] eta: 0:01:59 loss: 0.0110 (0.8337) acc1: 100.0000 (79.3374) acc5: 100.0000 (94.6039) time: 0.0040 data: 0.0003 max mem: 86
Test: [21800/50000] eta: 0:01:59 loss: 0.7444 (0.8395) acc1: 0.0000 (79.1982) acc5: 100.0000 (94.5369) time: 0.0038 data: 0.0002 max mem: 86
Test: [21900/50000] eta: 0:01:58 loss: 0.2301 (0.8426) acc1: 100.0000 (79.1425) acc5: 100.0000 (94.5071) time: 0.0037 data: 0.0002 max mem: 86
Test: [22000/50000] eta: 0:01:58 loss: 0.0000 (0.8459) acc1: 100.0000 (79.0964) acc5: 100.0000 (94.4548) time: 0.0038 data: 0.0002 max mem: 86
Test: [22100/50000] eta: 0:01:57 loss: 0.1825 (0.8474) acc1: 100.0000 (79.0733) acc5: 100.0000 (94.4392) time: 0.0036 data: 0.0002 max mem: 86
Test: [22200/50000] eta: 0:01:57 loss: 0.0235 (0.8493) acc1: 100.0000 (79.0370) acc5: 100.0000 (94.4327) time: 0.0037 data: 0.0002 max mem: 86
Test: [22300/50000] eta: 0:01:56 loss: 1.0514 (0.8507) acc1: 0.0000 (79.0054) acc5: 100.0000 (94.4173) time: 0.0036 data: 0.0002 max mem: 86
Test: [22400/50000] eta: 0:01:56 loss: 0.0888 (0.8552) acc1: 100.0000 (78.9072) acc5: 100.0000 (94.3753) time: 0.0036 data: 0.0002 max mem: 86
Test: [22500/50000] eta: 0:01:55 loss: 0.0557 (0.8541) acc1: 100.0000 (78.9298) acc5: 100.0000 (94.3825) time: 0.0045 data: 0.0003 max mem: 86
Test: [22600/50000] eta: 0:01:55 loss: 0.0050 (0.8534) acc1: 100.0000 (78.9567) acc5: 100.0000 (94.3719) time: 0.0037 data: 0.0002 max mem: 86
Test: [22700/50000] eta: 0:01:54 loss: 0.2502 (0.8564) acc1: 100.0000 (78.8952) acc5: 100.0000 (94.3439) time: 0.0038 data: 0.0002 max mem: 86
Test: [22800/50000] eta: 0:01:54 loss: 0.0013 (0.8606) acc1: 100.0000 (78.7948) acc5: 100.0000 (94.2766) time: 0.0039 data: 0.0002 max mem: 86
Test: [22900/50000] eta: 0:01:53 loss: 0.1173 (0.8620) acc1: 100.0000 (78.7608) acc5: 100.0000 (94.2492) time: 0.0037 data: 0.0002 max mem: 86
Test: [23000/50000] eta: 0:01:53 loss: 0.3043 (0.8637) acc1: 100.0000 (78.7314) acc5: 100.0000 (94.2263) time: 0.0038 data: 0.0002 max mem: 86
Test: [23100/50000] eta: 0:01:52 loss: 1.0789 (0.8663) acc1: 0.0000 (78.6156) acc5: 100.0000 (94.2080) time: 0.0038 data: 0.0002 max mem: 86
Test: [23200/50000] eta: 0:01:52 loss: 0.4022 (0.8728) acc1: 100.0000 (78.5311) acc5: 100.0000 (94.1554) time: 0.0037 data: 0.0002 max mem: 86
Test: [23300/50000] eta: 0:01:52 loss: 1.2780 (0.8800) acc1: 0.0000 (78.4044) acc5: 100.0000 (94.0346) time: 0.0053 data: 0.0013 max mem: 86
Test: [23400/50000] eta: 0:01:51 loss: 0.0102 (0.8784) acc1: 100.0000 (78.4411) acc5: 100.0000 (94.0473) time: 0.0041 data: 0.0002 max mem: 86
Test: [23500/50000] eta: 0:01:51 loss: 1.7649 (0.8824) acc1: 0.0000 (78.3584) acc5: 100.0000 (94.0088) time: 0.0040 data: 0.0002 max mem: 86
Test: [23600/50000] eta: 0:01:50 loss: 0.0051 (0.8853) acc1: 100.0000 (78.3314) acc5: 100.0000 (93.9791) time: 0.0043 data: 0.0002 max mem: 86
Test: [23700/50000] eta: 0:01:50 loss: 0.2883 (0.8852) acc1: 100.0000 (78.3511) acc5: 100.0000 (93.9707) time: 0.0040 data: 0.0002 max mem: 86
Test: [23800/50000] eta: 0:01:49 loss: 0.0004 (0.8854) acc1: 100.0000 (78.3581) acc5: 100.0000 (93.9582) time: 0.0041 data: 0.0002 max mem: 86
Test: [23900/50000] eta: 0:01:49 loss: 0.0361 (0.8858) acc1: 100.0000 (78.3566) acc5: 100.0000 (93.9417) time: 0.0040 data: 0.0002 max mem: 86
Test: [24000/50000] eta: 0:01:49 loss: 1.5626 (0.8937) acc1: 0.0000 (78.2051) acc5: 100.0000 (93.8628) time: 0.0042 data: 0.0002 max mem: 86
Test: [24100/50000] eta: 0:01:48 loss: 0.1333 (0.8958) acc1: 100.0000 (78.1503) acc5: 100.0000 (93.8467) time: 0.0038 data: 0.0002 max mem: 86
Test: [24200/50000] eta: 0:01:48 loss: 0.0076 (0.8986) acc1: 100.0000 (78.0340) acc5: 100.0000 (93.8391) time: 0.0040 data: 0.0002 max mem: 86
Test: [24300/50000] eta: 0:01:47 loss: 1.0008 (0.9013) acc1: 0.0000 (77.9433) acc5: 100.0000 (93.8315) time: 0.0039 data: 0.0002 max mem: 86
Test: [24400/50000] eta: 0:01:47 loss: 0.1565 (0.9017) acc1: 100.0000 (77.9394) acc5: 100.0000 (93.8281) time: 0.0041 data: 0.0002 max mem: 86
Test: [24500/50000] eta: 0:01:46 loss: 0.0557 (0.9064) acc1: 100.0000 (77.8499) acc5: 100.0000 (93.7839) time: 0.0044 data: 0.0003 max mem: 86
Test: [24600/50000] eta: 0:01:46 loss: 0.0539 (0.9073) acc1: 100.0000 (77.8383) acc5: 100.0000 (93.7889) time: 0.0047 data: 0.0002 max mem: 86
Test: [24700/50000] eta: 0:01:46 loss: 2.4288 (0.9127) acc1: 0.0000 (77.7337) acc5: 100.0000 (93.7250) time: 0.0041 data: 0.0002 max mem: 86
Test: [24800/50000] eta: 0:01:45 loss: 0.0067 (0.9131) acc1: 100.0000 (77.7146) acc5: 100.0000 (93.7261) time: 0.0041 data: 0.0002 max mem: 86
Test: [24900/50000] eta: 0:01:45 loss: 0.3004 (0.9131) acc1: 100.0000 (77.7037) acc5: 100.0000 (93.7312) time: 0.0041 data: 0.0002 max mem: 86
Test: [25000/50000] eta: 0:01:44 loss: 1.6132 (0.9186) acc1: 0.0000 (77.5929) acc5: 100.0000 (93.6643) time: 0.0042 data: 0.0002 max mem: 86
Test: [25100/50000] eta: 0:01:44 loss: 1.4236 (0.9222) acc1: 0.0000 (77.5427) acc5: 100.0000 (93.6178) time: 0.0042 data: 0.0002 max mem: 86
Test: [25200/50000] eta: 0:01:44 loss: 0.2022 (0.9257) acc1: 100.0000 (77.4811) acc5: 100.0000 (93.5637) time: 0.0040 data: 0.0002 max mem: 86
Test: [25300/50000] eta: 0:01:43 loss: 0.8040 (0.9300) acc1: 0.0000 (77.3962) acc5: 100.0000 (93.5220) time: 0.0042 data: 0.0002 max mem: 86
Test: [25400/50000] eta: 0:01:43 loss: 0.0320 (0.9325) acc1: 100.0000 (77.3670) acc5: 100.0000 (93.5042) time: 0.0040 data: 0.0002 max mem: 86
Test: [25500/50000] eta: 0:01:42 loss: 0.4818 (0.9350) acc1: 100.0000 (77.3029) acc5: 100.0000 (93.4630) time: 0.0040 data: 0.0002 max mem: 86
Test: [25600/50000] eta: 0:01:42 loss: 0.3171 (0.9337) acc1: 100.0000 (77.3173) acc5: 100.0000 (93.4768) time: 0.0042 data: 0.0002 max mem: 86
Test: [25700/50000] eta: 0:01:41 loss: 0.9818 (0.9333) acc1: 0.0000 (77.2966) acc5: 100.0000 (93.4789) time: 0.0042 data: 0.0002 max mem: 86
Test: [25800/50000] eta: 0:01:41 loss: 0.7947 (0.9360) acc1: 0.0000 (77.2334) acc5: 100.0000 (93.4382) time: 0.0044 data: 0.0002 max mem: 86
Test: [25900/50000] eta: 0:01:41 loss: 0.1149 (0.9387) acc1: 100.0000 (77.1592) acc5: 100.0000 (93.4095) time: 0.0043 data: 0.0002 max mem: 86
Test: [26000/50000] eta: 0:01:40 loss: 0.0282 (0.9402) acc1: 100.0000 (77.1586) acc5: 100.0000 (93.3810) time: 0.0043 data: 0.0002 max mem: 86
Test: [26100/50000] eta: 0:01:40 loss: 0.0062 (0.9403) acc1: 100.0000 (77.1695) acc5: 100.0000 (93.3834) time: 0.0044 data: 0.0002 max mem: 86
Test: [26200/50000] eta: 0:01:39 loss: 0.8185 (0.9423) acc1: 100.0000 (77.1383) acc5: 100.0000 (93.3514) time: 0.0039 data: 0.0002 max mem: 86
Test: [26300/50000] eta: 0:01:39 loss: 0.0799 (0.9432) acc1: 100.0000 (77.0959) acc5: 100.0000 (93.3425) time: 0.0038 data: 0.0002 max mem: 86
Test: [26400/50000] eta: 0:01:39 loss: 1.7410 (0.9467) acc1: 0.0000 (76.9857) acc5: 100.0000 (93.3184) time: 0.0040 data: 0.0002 max mem: 86
Test: [26500/50000] eta: 0:01:38 loss: 0.3317 (0.9479) acc1: 100.0000 (76.9895) acc5: 100.0000 (93.2984) time: 0.0047 data: 0.0002 max mem: 86
Test: [26600/50000] eta: 0:01:38 loss: 0.2205 (0.9518) acc1: 100.0000 (76.9294) acc5: 100.0000 (93.2559) time: 0.0049 data: 0.0002 max mem: 86
Test: [26700/50000] eta: 0:01:37 loss: 0.0376 (0.9516) acc1: 100.0000 (76.9409) acc5: 100.0000 (93.2474) time: 0.0048 data: 0.0002 max mem: 86
Test: [26800/50000] eta: 0:01:37 loss: 0.0017 (0.9525) acc1: 100.0000 (76.9412) acc5: 100.0000 (93.2279) time: 0.0048 data: 0.0002 max mem: 86
Test: [26900/50000] eta: 0:01:37 loss: 0.0244 (0.9534) acc1: 100.0000 (76.9228) acc5: 100.0000 (93.2307) time: 0.0047 data: 0.0002 max mem: 86
Test: [27000/50000] eta: 0:01:36 loss: 0.3235 (0.9550) acc1: 100.0000 (76.8823) acc5: 100.0000 (93.2225) time: 0.0048 data: 0.0002 max mem: 86
Test: [27100/50000] eta: 0:01:36 loss: 1.2845 (0.9566) acc1: 0.0000 (76.8348) acc5: 100.0000 (93.1995) time: 0.0046 data: 0.0002 max mem: 86
Test: [27200/50000] eta: 0:01:36 loss: 0.4835 (0.9589) acc1: 100.0000 (76.7876) acc5: 100.0000 (93.1730) time: 0.0045 data: 0.0002 max mem: 86
Test: [27300/50000] eta: 0:01:35 loss: 0.0237 (0.9588) acc1: 100.0000 (76.7847) acc5: 100.0000 (93.1578) time: 0.0044 data: 0.0002 max mem: 86
Test: [27400/50000] eta: 0:01:35 loss: 0.0135 (0.9583) acc1: 100.0000 (76.8038) acc5: 100.0000 (93.1572) time: 0.0044 data: 0.0002 max mem: 86
Test: [27500/50000] eta: 0:01:34 loss: 1.2116 (0.9596) acc1: 0.0000 (76.7863) acc5: 100.0000 (93.1457) time: 0.0044 data: 0.0002 max mem: 86
Test: [27600/50000] eta: 0:01:34 loss: 0.1187 (0.9596) acc1: 100.0000 (76.7834) acc5: 100.0000 (93.1452) time: 0.0044 data: 0.0002 max mem: 86
Test: [27700/50000] eta: 0:01:34 loss: 0.0066 (0.9588) acc1: 100.0000 (76.7987) acc5: 100.0000 (93.1447) time: 0.0043 data: 0.0002 max mem: 86
Test: [27800/50000] eta: 0:01:33 loss: 0.0399 (0.9574) acc1: 100.0000 (76.8426) acc5: 100.0000 (93.1549) time: 0.0044 data: 0.0002 max mem: 86
Test: [27900/50000] eta: 0:01:33 loss: 0.1268 (0.9612) acc1: 100.0000 (76.8073) acc5: 100.0000 (93.1149) time: 0.0045 data: 0.0002 max mem: 86
Test: [28000/50000] eta: 0:01:32 loss: 0.0496 (0.9647) acc1: 100.0000 (76.7223) acc5: 100.0000 (93.0824) time: 0.0062 data: 0.0002 max mem: 86
Test: [28100/50000] eta: 0:01:32 loss: 0.0062 (0.9628) acc1: 100.0000 (76.7695) acc5: 100.0000 (93.0928) time: 0.0040 data: 0.0002 max mem: 86
Test: [28200/50000] eta: 0:01:31 loss: 0.3135 (0.9621) acc1: 100.0000 (76.7810) acc5: 100.0000 (93.0854) time: 0.0037 data: 0.0002 max mem: 86
Test: [28300/50000] eta: 0:01:31 loss: 0.0000 (0.9602) acc1: 100.0000 (76.8135) acc5: 100.0000 (93.1063) time: 0.0041 data: 0.0002 max mem: 86
Test: [28400/50000] eta: 0:01:31 loss: 2.3275 (0.9628) acc1: 0.0000 (76.7508) acc5: 100.0000 (93.0777) time: 0.0042 data: 0.0002 max mem: 86
Test: [28500/50000] eta: 0:01:30 loss: 0.0125 (0.9610) acc1: 100.0000 (76.7903) acc5: 100.0000 (93.0880) time: 0.0036 data: 0.0002 max mem: 86
Test: [28600/50000] eta: 0:01:30 loss: 0.0271 (0.9603) acc1: 100.0000 (76.7945) acc5: 100.0000 (93.0981) time: 0.0039 data: 0.0002 max mem: 86
Test: [28700/50000] eta: 0:01:29 loss: 0.0012 (0.9598) acc1: 100.0000 (76.8092) acc5: 100.0000 (93.1013) time: 0.0038 data: 0.0002 max mem: 86
Test: [28800/50000] eta: 0:01:29 loss: 0.0002 (0.9593) acc1: 100.0000 (76.8272) acc5: 100.0000 (93.1009) time: 0.0037 data: 0.0002 max mem: 86
Test: [28900/50000] eta: 0:01:28 loss: 0.5748 (0.9582) acc1: 100.0000 (76.8209) acc5: 100.0000 (93.1110) time: 0.0036 data: 0.0002 max mem: 86
Test: [29000/50000] eta: 0:01:28 loss: 0.0352 (0.9589) acc1: 100.0000 (76.7801) acc5: 100.0000 (93.1175) time: 0.0034 data: 0.0002 max mem: 86
Test: [29100/50000] eta: 0:01:27 loss: 0.0741 (0.9591) acc1: 100.0000 (76.7912) acc5: 100.0000 (93.1136) time: 0.0039 data: 0.0002 max mem: 86
Test: [29200/50000] eta: 0:01:27 loss: 0.0006 (0.9596) acc1: 100.0000 (76.7919) acc5: 100.0000 (93.1167) time: 0.0037 data: 0.0002 max mem: 86
Test: [29300/50000] eta: 0:01:26 loss: 2.7847 (0.9667) acc1: 0.0000 (76.6766) acc5: 100.0000 (93.0310) time: 0.0037 data: 0.0002 max mem: 86
Test: [29400/50000] eta: 0:01:26 loss: 0.4571 (0.9681) acc1: 100.0000 (76.6403) acc5: 100.0000 (93.0104) time: 0.0037 data: 0.0002 max mem: 86
Test: [29500/50000] eta: 0:01:26 loss: 0.0102 (0.9711) acc1: 100.0000 (76.5838) acc5: 100.0000 (92.9833) time: 0.0037 data: 0.0002 max mem: 86
Test: [29600/50000] eta: 0:01:25 loss: 0.0034 (0.9734) acc1: 100.0000 (76.5413) acc5: 100.0000 (92.9665) time: 0.0102 data: 0.0067 max mem: 86
Test: [29700/50000] eta: 0:01:25 loss: 0.1565 (0.9735) acc1: 100.0000 (76.5462) acc5: 100.0000 (92.9632) time: 0.0040 data: 0.0003 max mem: 86
Test: [29800/50000] eta: 0:01:24 loss: 0.0976 (0.9718) acc1: 100.0000 (76.5813) acc5: 100.0000 (92.9801) time: 0.0035 data: 0.0002 max mem: 86
Test: [29900/50000] eta: 0:01:24 loss: 0.0910 (0.9741) acc1: 100.0000 (76.5392) acc5: 100.0000 (92.9434) time: 0.0037 data: 0.0002 max mem: 86
Test: [30000/50000] eta: 0:01:23 loss: 0.0262 (0.9762) acc1: 100.0000 (76.5008) acc5: 100.0000 (92.9302) time: 0.0039 data: 0.0002 max mem: 86
Test: [30100/50000] eta: 0:01:23 loss: 0.4759 (0.9820) acc1: 100.0000 (76.4061) acc5: 100.0000 (92.8640) time: 0.0038 data: 0.0002 max mem: 86
Test: [30200/50000] eta: 0:01:23 loss: 0.0131 (0.9812) acc1: 100.0000 (76.4346) acc5: 100.0000 (92.8810) time: 0.0037 data: 0.0002 max mem: 86
Test: [30300/50000] eta: 0:01:22 loss: 0.0078 (0.9805) acc1: 100.0000 (76.4595) acc5: 100.0000 (92.8814) time: 0.0038 data: 0.0002 max mem: 86
Test: [30400/50000] eta: 0:01:22 loss: 0.0000 (0.9786) acc1: 100.0000 (76.5074) acc5: 100.0000 (92.8884) time: 0.0039 data: 0.0002 max mem: 86
Test: [30500/50000] eta: 0:01:21 loss: 0.0187 (0.9795) acc1: 100.0000 (76.4991) acc5: 100.0000 (92.8756) time: 0.0040 data: 0.0002 max mem: 86
Test: [30600/50000] eta: 0:01:21 loss: 0.0008 (0.9788) acc1: 100.0000 (76.5433) acc5: 100.0000 (92.8760) time: 0.0037 data: 0.0002 max mem: 86
Test: [30700/50000] eta: 0:01:20 loss: 0.0136 (0.9775) acc1: 100.0000 (76.5675) acc5: 100.0000 (92.8862) time: 0.0046 data: 0.0010 max mem: 86
Test: [30800/50000] eta: 0:01:20 loss: 0.0479 (0.9777) acc1: 100.0000 (76.5722) acc5: 100.0000 (92.8704) time: 0.0038 data: 0.0002 max mem: 86
Test: [30900/50000] eta: 0:01:19 loss: 0.2425 (0.9775) acc1: 100.0000 (76.5865) acc5: 100.0000 (92.8708) time: 0.0037 data: 0.0002 max mem: 86
Test: [31000/50000] eta: 0:01:19 loss: 0.6480 (0.9819) acc1: 100.0000 (76.4879) acc5: 100.0000 (92.8260) time: 0.0037 data: 0.0002 max mem: 86
Test: [31100/50000] eta: 0:01:19 loss: 0.0027 (0.9835) acc1: 100.0000 (76.4059) acc5: 100.0000 (92.8009) time: 0.0038 data: 0.0002 max mem: 86
Test: [31200/50000] eta: 0:01:18 loss: 2.3043 (0.9897) acc1: 0.0000 (76.3020) acc5: 100.0000 (92.7310) time: 0.0038 data: 0.0002 max mem: 86
Test: [31300/50000] eta: 0:01:18 loss: 0.0125 (0.9893) acc1: 100.0000 (76.3011) acc5: 100.0000 (92.7351) time: 0.0038 data: 0.0002 max mem: 86
Test: [31400/50000] eta: 0:01:17 loss: 0.0191 (0.9905) acc1: 100.0000 (76.2778) acc5: 100.0000 (92.7168) time: 0.0038 data: 0.0002 max mem: 86
Test: [31500/50000] eta: 0:01:17 loss: 0.1016 (0.9900) acc1: 100.0000 (76.2896) acc5: 100.0000 (92.7272) time: 0.0039 data: 0.0002 max mem: 86
Test: [31600/50000] eta: 0:01:16 loss: 0.9199 (0.9900) acc1: 100.0000 (76.2856) acc5: 100.0000 (92.7217) time: 0.0038 data: 0.0002 max mem: 86
Test: [31700/50000] eta: 0:01:16 loss: 5.9094 (0.9981) acc1: 0.0000 (76.1774) acc5: 0.0000 (92.6248) time: 0.0039 data: 0.0003 max mem: 86
Test: [31800/50000] eta: 0:01:16 loss: 0.5320 (0.9992) acc1: 100.0000 (76.1580) acc5: 100.0000 (92.6197) time: 0.0037 data: 0.0002 max mem: 86
Test: [31900/50000] eta: 0:01:15 loss: 0.0417 (0.9993) acc1: 100.0000 (76.1387) acc5: 100.0000 (92.6272) time: 0.0038 data: 0.0002 max mem: 86
Test: [32000/50000] eta: 0:01:15 loss: 1.1720 (1.0015) acc1: 0.0000 (75.9976) acc5: 100.0000 (92.6315) time: 0.0039 data: 0.0002 max mem: 86
Test: [32100/50000] eta: 0:01:14 loss: 0.0168 (1.0000) acc1: 100.0000 (76.0350) acc5: 100.0000 (92.6420) time: 0.0039 data: 0.0002 max mem: 86
Test: [32200/50000] eta: 0:01:14 loss: 1.3763 (1.0011) acc1: 0.0000 (75.9976) acc5: 100.0000 (92.6182) time: 0.0038 data: 0.0002 max mem: 86
Test: [32300/50000] eta: 0:01:13 loss: 0.0001 (1.0009) acc1: 100.0000 (76.0193) acc5: 100.0000 (92.6256) time: 0.0039 data: 0.0002 max mem: 86
Test: [32400/50000] eta: 0:01:13 loss: 0.4792 (1.0012) acc1: 100.0000 (76.0100) acc5: 100.0000 (92.6052) time: 0.0039 data: 0.0002 max mem: 86
Test: [32500/50000] eta: 0:01:12 loss: 0.1603 (1.0021) acc1: 100.0000 (76.0100) acc5: 100.0000 (92.5879) time: 0.0038 data: 0.0002 max mem: 86
Test: [32600/50000] eta: 0:01:12 loss: 0.8276 (1.0068) acc1: 0.0000 (75.9271) acc5: 100.0000 (92.5248) time: 0.0038 data: 0.0002 max mem: 86
Test: [32700/50000] eta: 0:01:12 loss: 0.0924 (1.0085) acc1: 100.0000 (75.9029) acc5: 100.0000 (92.4926) time: 0.0039 data: 0.0002 max mem: 86
Test: [32800/50000] eta: 0:01:11 loss: 1.1209 (1.0095) acc1: 100.0000 (75.8940) acc5: 100.0000 (92.4758) time: 0.0039 data: 0.0002 max mem: 86
Test: [32900/50000] eta: 0:01:11 loss: 0.7599 (1.0134) acc1: 0.0000 (75.7940) acc5: 100.0000 (92.4470) time: 0.0041 data: 0.0002 max mem: 86
Test: [33000/50000] eta: 0:01:10 loss: 0.0403 (1.0133) acc1: 100.0000 (75.8007) acc5: 100.0000 (92.4396) time: 0.0039 data: 0.0002 max mem: 86
Test: [33100/50000] eta: 0:01:10 loss: 0.0076 (1.0135) acc1: 100.0000 (75.8104) acc5: 100.0000 (92.4353) time: 0.0037 data: 0.0002 max mem: 86
Test: [33200/50000] eta: 0:01:09 loss: 0.9662 (1.0160) acc1: 0.0000 (75.7537) acc5: 100.0000 (92.4099) time: 0.0040 data: 0.0002 max mem: 86
Test: [33300/50000] eta: 0:01:09 loss: 0.3771 (1.0177) acc1: 100.0000 (75.6884) acc5: 100.0000 (92.4056) time: 0.0039 data: 0.0002 max mem: 86
Test: [33400/50000] eta: 0:01:09 loss: 1.1264 (1.0185) acc1: 0.0000 (75.6654) acc5: 100.0000 (92.3954) time: 0.0038 data: 0.0002 max mem: 86
Test: [33500/50000] eta: 0:01:08 loss: 0.0021 (1.0160) acc1: 100.0000 (75.7231) acc5: 100.0000 (92.4181) time: 0.0038 data: 0.0002 max mem: 86
Test: [33600/50000] eta: 0:01:08 loss: 0.0493 (1.0149) acc1: 100.0000 (75.7269) acc5: 100.0000 (92.4347) time: 0.0036 data: 0.0002 max mem: 86
Test: [33700/50000] eta: 0:01:07 loss: 1.4782 (1.0162) acc1: 0.0000 (75.7010) acc5: 100.0000 (92.4275) time: 0.0039 data: 0.0002 max mem: 86
Test: [33800/50000] eta: 0:01:07 loss: 2.0012 (1.0179) acc1: 0.0000 (75.6664) acc5: 100.0000 (92.4056) time: 0.0037 data: 0.0002 max mem: 86
Test: [33900/50000] eta: 0:01:06 loss: 0.2956 (1.0205) acc1: 100.0000 (75.6261) acc5: 100.0000 (92.3719) time: 0.0038 data: 0.0002 max mem: 86
Test: [34000/50000] eta: 0:01:06 loss: 0.0472 (1.0215) acc1: 100.0000 (75.6272) acc5: 100.0000 (92.3502) time: 0.0039 data: 0.0002 max mem: 86
Test: [34100/50000] eta: 0:01:06 loss: 1.8225 (1.0236) acc1: 0.0000 (75.5755) acc5: 100.0000 (92.3316) time: 0.0039 data: 0.0002 max mem: 86
Test: [34200/50000] eta: 0:01:05 loss: 0.0572 (1.0243) acc1: 100.0000 (75.5709) acc5: 100.0000 (92.3277) time: 0.0037 data: 0.0002 max mem: 86
Test: [34300/50000] eta: 0:01:05 loss: 0.0000 (1.0229) acc1: 100.0000 (75.6100) acc5: 100.0000 (92.3268) time: 0.0040 data: 0.0002 max mem: 86
Test: [34400/50000] eta: 0:01:04 loss: 0.0172 (1.0238) acc1: 100.0000 (75.5908) acc5: 100.0000 (92.3142) time: 0.0049 data: 0.0002 max mem: 86
Test: [34500/50000] eta: 0:01:04 loss: 2.5449 (1.0254) acc1: 0.0000 (75.5572) acc5: 100.0000 (92.2988) time: 0.0043 data: 0.0002 max mem: 86
Test: [34600/50000] eta: 0:01:03 loss: 0.1552 (1.0262) acc1: 100.0000 (75.5556) acc5: 100.0000 (92.2835) time: 0.0043 data: 0.0002 max mem: 86
Test: [34700/50000] eta: 0:01:03 loss: 0.4390 (1.0281) acc1: 100.0000 (75.4935) acc5: 100.0000 (92.2596) time: 0.0044 data: 0.0002 max mem: 86
Test: [34800/50000] eta: 0:01:03 loss: 0.0076 (1.0276) acc1: 100.0000 (75.5151) acc5: 100.0000 (92.2588) time: 0.0041 data: 0.0002 max mem: 86
Test: [34900/50000] eta: 0:01:02 loss: 0.7986 (1.0291) acc1: 100.0000 (75.4792) acc5: 100.0000 (92.2495) time: 0.0042 data: 0.0002 max mem: 86
Test: [35000/50000] eta: 0:01:02 loss: 0.0039 (1.0286) acc1: 100.0000 (75.4921) acc5: 100.0000 (92.2545) time: 0.0042 data: 0.0002 max mem: 86
Test: [35100/50000] eta: 0:01:01 loss: 0.0001 (1.0286) acc1: 100.0000 (75.5021) acc5: 100.0000 (92.2538) time: 0.0041 data: 0.0002 max mem: 86
Test: [35200/50000] eta: 0:01:01 loss: 0.0196 (1.0284) acc1: 100.0000 (75.4922) acc5: 100.0000 (92.2587) time: 0.0041 data: 0.0002 max mem: 86
Test: [35300/50000] eta: 0:01:01 loss: 0.8688 (1.0297) acc1: 0.0000 (75.4766) acc5: 100.0000 (92.2608) time: 0.0041 data: 0.0002 max mem: 86
Test: [35400/50000] eta: 0:01:00 loss: 0.0061 (1.0310) acc1: 100.0000 (75.4668) acc5: 100.0000 (92.2432) time: 0.0039 data: 0.0002 max mem: 86
Test: [35500/50000] eta: 0:01:00 loss: 0.3687 (1.0314) acc1: 100.0000 (75.4373) acc5: 100.0000 (92.2509) time: 0.0040 data: 0.0002 max mem: 86
Test: [35600/50000] eta: 0:00:59 loss: 0.0745 (1.0329) acc1: 100.0000 (75.3996) acc5: 100.0000 (92.2334) time: 0.0042 data: 0.0002 max mem: 86
Test: [35700/50000] eta: 0:00:59 loss: 0.0009 (1.0327) acc1: 100.0000 (75.4153) acc5: 100.0000 (92.2271) time: 0.0042 data: 0.0002 max mem: 86
Test: [35800/50000] eta: 0:00:58 loss: 0.0018 (1.0322) acc1: 100.0000 (75.4309) acc5: 100.0000 (92.2293) time: 0.0042 data: 0.0002 max mem: 86
Test: [35900/50000] eta: 0:00:58 loss: 0.3446 (1.0322) acc1: 100.0000 (75.4352) acc5: 100.0000 (92.2258) time: 0.0041 data: 0.0002 max mem: 86
Test: [36000/50000] eta: 0:00:58 loss: 0.0002 (1.0324) acc1: 100.0000 (75.4312) acc5: 100.0000 (92.2252) time: 0.0040 data: 0.0002 max mem: 86
Test: [36100/50000] eta: 0:00:57 loss: 0.0874 (1.0323) acc1: 100.0000 (75.4411) acc5: 100.0000 (92.2246) time: 0.0044 data: 0.0002 max mem: 86
Test: [36200/50000] eta: 0:00:57 loss: 0.0008 (1.0320) acc1: 100.0000 (75.4620) acc5: 100.0000 (92.2157) time: 0.0041 data: 0.0002 max mem: 86
Test: [36300/50000] eta: 0:00:56 loss: 1.0876 (1.0326) acc1: 0.0000 (75.4332) acc5: 100.0000 (92.2068) time: 0.0045 data: 0.0002 max mem: 86
Test: [36400/50000] eta: 0:00:56 loss: 0.0012 (1.0310) acc1: 100.0000 (75.4677) acc5: 100.0000 (92.2172) time: 0.0044 data: 0.0002 max mem: 86
Test: [36500/50000] eta: 0:00:56 loss: 0.1963 (1.0367) acc1: 100.0000 (75.3925) acc5: 100.0000 (92.1372) time: 0.0045 data: 0.0002 max mem: 86
Test: [36600/50000] eta: 0:00:55 loss: 0.8977 (1.0400) acc1: 0.0000 (75.3367) acc5: 100.0000 (92.1013) time: 0.0043 data: 0.0002 max mem: 86
Test: [36700/50000] eta: 0:00:55 loss: 1.2821 (1.0421) acc1: 100.0000 (75.3031) acc5: 100.0000 (92.0765) time: 0.0044 data: 0.0002 max mem: 86
Test: [36800/50000] eta: 0:00:54 loss: 0.3187 (1.0422) acc1: 100.0000 (75.2860) acc5: 100.0000 (92.0790) time: 0.0050 data: 0.0002 max mem: 86
Test: [36900/50000] eta: 0:00:54 loss: 0.5414 (1.0421) acc1: 100.0000 (75.2852) acc5: 100.0000 (92.0761) time: 0.0044 data: 0.0002 max mem: 86
Test: [37000/50000] eta: 0:00:54 loss: 0.0000 (1.0410) acc1: 100.0000 (75.3142) acc5: 100.0000 (92.0759) time: 0.0043 data: 0.0002 max mem: 86
Test: [37100/50000] eta: 0:00:53 loss: 0.4119 (1.0430) acc1: 100.0000 (75.2594) acc5: 100.0000 (92.0514) time: 0.0044 data: 0.0002 max mem: 86
Test: [37200/50000] eta: 0:00:53 loss: 0.5268 (1.0443) acc1: 100.0000 (75.2292) acc5: 100.0000 (92.0352) time: 0.0044 data: 0.0002 max mem: 86
Test: [37300/50000] eta: 0:00:52 loss: 0.0056 (1.0465) acc1: 100.0000 (75.1588) acc5: 100.0000 (92.0243) time: 0.0045 data: 0.0002 max mem: 86
Test: [37400/50000] eta: 0:00:52 loss: 1.4897 (1.0469) acc1: 0.0000 (75.1611) acc5: 100.0000 (92.0029) time: 0.0043 data: 0.0002 max mem: 86
Test: [37500/50000] eta: 0:00:52 loss: 0.0313 (1.0487) acc1: 100.0000 (75.1100) acc5: 100.0000 (91.9815) time: 0.0043 data: 0.0002 max mem: 86
Test: [37600/50000] eta: 0:00:51 loss: 0.3074 (1.0492) acc1: 100.0000 (75.0911) acc5: 100.0000 (91.9869) time: 0.0044 data: 0.0002 max mem: 86
Test: [37700/50000] eta: 0:00:51 loss: 0.0172 (1.0496) acc1: 100.0000 (75.0882) acc5: 100.0000 (91.9790) time: 0.0044 data: 0.0002 max mem: 86
Test: [37800/50000] eta: 0:00:50 loss: 0.0022 (1.0492) acc1: 100.0000 (75.0985) acc5: 100.0000 (91.9817) time: 0.0044 data: 0.0002 max mem: 86
Test: [37900/50000] eta: 0:00:50 loss: 0.0170 (1.0489) acc1: 100.0000 (75.1036) acc5: 100.0000 (91.9765) time: 0.0044 data: 0.0002 max mem: 86
Test: [38000/50000] eta: 0:00:49 loss: 0.0966 (1.0499) acc1: 100.0000 (75.0954) acc5: 100.0000 (91.9502) time: 0.0044 data: 0.0002 max mem: 86
Test: [38100/50000] eta: 0:00:49 loss: 0.0094 (1.0497) acc1: 100.0000 (75.0978) acc5: 100.0000 (91.9556) time: 0.0044 data: 0.0002 max mem: 86
Test: [38200/50000] eta: 0:00:49 loss: 0.0218 (1.0517) acc1: 100.0000 (75.0792) acc5: 100.0000 (91.9191) time: 0.0044 data: 0.0002 max mem: 86
Test: [38300/50000] eta: 0:00:48 loss: 0.0913 (1.0534) acc1: 100.0000 (75.0503) acc5: 100.0000 (91.9010) time: 0.0040 data: 0.0002 max mem: 86
Test: [38400/50000] eta: 0:00:48 loss: 3.0212 (1.0541) acc1: 0.0000 (75.0475) acc5: 100.0000 (91.8830) time: 0.0040 data: 0.0002 max mem: 86
Test: [38500/50000] eta: 0:00:47 loss: 0.0590 (1.0545) acc1: 100.0000 (75.0500) acc5: 100.0000 (91.8677) time: 0.0040 data: 0.0002 max mem: 86
Test: [38600/50000] eta: 0:00:47 loss: 0.0100 (1.0544) acc1: 100.0000 (75.0706) acc5: 100.0000 (91.8681) time: 0.0043 data: 0.0001 max mem: 86
Test: [38700/50000] eta: 0:00:47 loss: 0.4904 (1.0564) acc1: 100.0000 (75.0239) acc5: 100.0000 (91.8478) time: 0.0044 data: 0.0002 max mem: 86
Test: [38800/50000] eta: 0:00:46 loss: 0.4960 (1.0580) acc1: 100.0000 (74.9852) acc5: 100.0000 (91.8250) time: 0.0045 data: 0.0002 max mem: 86
Test: [38900/50000] eta: 0:00:46 loss: 0.0769 (1.0580) acc1: 100.0000 (74.9852) acc5: 100.0000 (91.8305) time: 0.0044 data: 0.0002 max mem: 86
Test: [39000/50000] eta: 0:00:45 loss: 0.0051 (1.0587) acc1: 100.0000 (74.9904) acc5: 100.0000 (91.8207) time: 0.0045 data: 0.0002 max mem: 86
Test: [39100/50000] eta: 0:00:45 loss: 0.0018 (1.0566) acc1: 100.0000 (75.0313) acc5: 100.0000 (91.8391) time: 0.0043 data: 0.0002 max mem: 86
Test: [39200/50000] eta: 0:00:45 loss: 0.0012 (1.0582) acc1: 100.0000 (74.9802) acc5: 100.0000 (91.8242) time: 0.0042 data: 0.0002 max mem: 86
Test: [39300/50000] eta: 0:00:44 loss: 0.1853 (1.0605) acc1: 100.0000 (74.9396) acc5: 100.0000 (91.7865) time: 0.0041 data: 0.0002 max mem: 86
Test: [39400/50000] eta: 0:00:44 loss: 0.6406 (1.0621) acc1: 0.0000 (74.9042) acc5: 100.0000 (91.7667) time: 0.0042 data: 0.0002 max mem: 86
Test: [39500/50000] eta: 0:00:43 loss: 0.1936 (1.0617) acc1: 100.0000 (74.9095) acc5: 100.0000 (91.7698) time: 0.0042 data: 0.0002 max mem: 86
Test: [39600/50000] eta: 0:00:43 loss: 0.0425 (1.0628) acc1: 100.0000 (74.8946) acc5: 100.0000 (91.7527) time: 0.0041 data: 0.0002 max mem: 86
Test: [39700/50000] eta: 0:00:42 loss: 0.0153 (1.0645) acc1: 100.0000 (74.8747) acc5: 100.0000 (91.7357) time: 0.0042 data: 0.0002 max mem: 86
Test: [39800/50000] eta: 0:00:42 loss: 0.0769 (1.0651) acc1: 100.0000 (74.8675) acc5: 100.0000 (91.7238) time: 0.0041 data: 0.0002 max mem: 86
Test: [39900/50000] eta: 0:00:42 loss: 0.0277 (1.0658) acc1: 100.0000 (74.8528) acc5: 100.0000 (91.7170) time: 0.0051 data: 0.0002 max mem: 86
Test: [40000/50000] eta: 0:00:41 loss: 0.6600 (1.0687) acc1: 100.0000 (74.8131) acc5: 100.0000 (91.6777) time: 0.0047 data: 0.0002 max mem: 86
Test: [40100/50000] eta: 0:00:41 loss: 0.0090 (1.0668) acc1: 100.0000 (74.8560) acc5: 100.0000 (91.6935) time: 0.0043 data: 0.0002 max mem: 86
Test: [40200/50000] eta: 0:00:40 loss: 0.0264 (1.0652) acc1: 100.0000 (74.8887) acc5: 100.0000 (91.7067) time: 0.0043 data: 0.0002 max mem: 86
Test: [40300/50000] eta: 0:00:40 loss: 0.0093 (1.0654) acc1: 100.0000 (74.8815) acc5: 100.0000 (91.7099) time: 0.0043 data: 0.0002 max mem: 86
Test: [40400/50000] eta: 0:00:40 loss: 0.0218 (1.0666) acc1: 100.0000 (74.8744) acc5: 100.0000 (91.6834) time: 0.0085 data: 0.0045 max mem: 86
Test: [40500/50000] eta: 0:00:39 loss: 1.6256 (1.0685) acc1: 0.0000 (74.8228) acc5: 100.0000 (91.6644) time: 0.0046 data: 0.0002 max mem: 86
Test: [40600/50000] eta: 0:00:39 loss: 0.1739 (1.0713) acc1: 100.0000 (74.7691) acc5: 100.0000 (91.6381) time: 0.0045 data: 0.0002 max mem: 86
Test: [40700/50000] eta: 0:00:38 loss: 2.0720 (1.0730) acc1: 0.0000 (74.7353) acc5: 100.0000 (91.6145) time: 0.0045 data: 0.0002 max mem: 86
Test: [40800/50000] eta: 0:00:38 loss: 0.2095 (1.0723) acc1: 100.0000 (74.7555) acc5: 100.0000 (91.6277) time: 0.0041 data: 0.0002 max mem: 86
Test: [40900/50000] eta: 0:00:38 loss: 0.9667 (1.0716) acc1: 100.0000 (74.7610) acc5: 100.0000 (91.6359) time: 0.0040 data: 0.0002 max mem: 86
Test: [41000/50000] eta: 0:00:37 loss: 0.1690 (1.0745) acc1: 100.0000 (74.7128) acc5: 100.0000 (91.6051) time: 0.0040 data: 0.0002 max mem: 86
Test: [41100/50000] eta: 0:00:37 loss: 0.0553 (1.0729) acc1: 100.0000 (74.7500) acc5: 100.0000 (91.6182) time: 0.0041 data: 0.0002 max mem: 86
Test: [41200/50000] eta: 0:00:36 loss: 0.7887 (1.0736) acc1: 100.0000 (74.7506) acc5: 100.0000 (91.5973) time: 0.0042 data: 0.0002 max mem: 86
Test: [41300/50000] eta: 0:00:36 loss: 0.0577 (1.0742) acc1: 100.0000 (74.7125) acc5: 100.0000 (91.5958) time: 0.0040 data: 0.0002 max mem: 86
Test: [41400/50000] eta: 0:00:35 loss: 0.4766 (1.0766) acc1: 100.0000 (74.6649) acc5: 100.0000 (91.5751) time: 0.0041 data: 0.0002 max mem: 86
Test: [41500/50000] eta: 0:00:35 loss: 0.0224 (1.0772) acc1: 100.0000 (74.6633) acc5: 100.0000 (91.5616) time: 0.0041 data: 0.0002 max mem: 86
Test: [41600/50000] eta: 0:00:35 loss: 0.2120 (1.0775) acc1: 100.0000 (74.6569) acc5: 100.0000 (91.5579) time: 0.0041 data: 0.0002 max mem: 86
Test: [41700/50000] eta: 0:00:34 loss: 0.0137 (1.0766) acc1: 100.0000 (74.6745) acc5: 100.0000 (91.5661) time: 0.0040 data: 0.0001 max mem: 86
Test: [41800/50000] eta: 0:00:34 loss: 0.0237 (1.0781) acc1: 0.0000 (74.6322) acc5: 100.0000 (91.5409) time: 0.0041 data: 0.0002 max mem: 86
Test: [41900/50000] eta: 0:00:33 loss: 2.3601 (1.0831) acc1: 0.0000 (74.5113) acc5: 100.0000 (91.4775) time: 0.0041 data: 0.0002 max mem: 86
Test: [42000/50000] eta: 0:00:33 loss: 0.3241 (1.0853) acc1: 100.0000 (74.4601) acc5: 100.0000 (91.4597) time: 0.0041 data: 0.0002 max mem: 86
Test: [42100/50000] eta: 0:00:33 loss: 0.9063 (1.0870) acc1: 100.0000 (74.4329) acc5: 100.0000 (91.4349) time: 0.0041 data: 0.0002 max mem: 86
Test: [42200/50000] eta: 0:00:32 loss: 0.0135 (1.0873) acc1: 100.0000 (74.4129) acc5: 100.0000 (91.4291) time: 0.0040 data: 0.0002 max mem: 86
Test: [42300/50000] eta: 0:00:32 loss: 0.1794 (1.0892) acc1: 100.0000 (74.3883) acc5: 100.0000 (91.4045) time: 0.0040 data: 0.0002 max mem: 86
Test: [42400/50000] eta: 0:00:31 loss: 0.0941 (1.0898) acc1: 100.0000 (74.3615) acc5: 100.0000 (91.3988) time: 0.0040 data: 0.0002 max mem: 86
Test: [42500/50000] eta: 0:00:31 loss: 0.0792 (1.0902) acc1: 100.0000 (74.3347) acc5: 100.0000 (91.4073) time: 0.0040 data: 0.0002 max mem: 86
Test: [42600/50000] eta: 0:00:30 loss: 0.0957 (1.0900) acc1: 100.0000 (74.3292) acc5: 100.0000 (91.4133) time: 0.0056 data: 0.0002 max mem: 86
Test: [42700/50000] eta: 0:00:30 loss: 0.0044 (1.0891) acc1: 100.0000 (74.3472) acc5: 100.0000 (91.4217) time: 0.0041 data: 0.0002 max mem: 86
Test: [42800/50000] eta: 0:00:30 loss: 0.0020 (1.0896) acc1: 100.0000 (74.3487) acc5: 100.0000 (91.4091) time: 0.0041 data: 0.0002 max mem: 86
Test: [42900/50000] eta: 0:00:29 loss: 0.2166 (1.0903) acc1: 100.0000 (74.3293) acc5: 100.0000 (91.4105) time: 0.0041 data: 0.0002 max mem: 86
Test: [43000/50000] eta: 0:00:29 loss: 0.4386 (1.0907) acc1: 100.0000 (74.3239) acc5: 100.0000 (91.3909) time: 0.0043 data: 0.0002 max mem: 86
Test: [43100/50000] eta: 0:00:28 loss: 0.1530 (1.0923) acc1: 100.0000 (74.2883) acc5: 100.0000 (91.3668) time: 0.0040 data: 0.0002 max mem: 86
Test: [43200/50000] eta: 0:00:28 loss: 0.0065 (1.0916) acc1: 100.0000 (74.3085) acc5: 100.0000 (91.3706) time: 0.0041 data: 0.0002 max mem: 86
Test: [43300/50000] eta: 0:00:27 loss: 0.5499 (1.0922) acc1: 100.0000 (74.2685) acc5: 100.0000 (91.3651) time: 0.0040 data: 0.0002 max mem: 86
Test: [43400/50000] eta: 0:00:27 loss: 0.3370 (1.0916) acc1: 100.0000 (74.2748) acc5: 100.0000 (91.3735) time: 0.0041 data: 0.0002 max mem: 86
Test: [43500/50000] eta: 0:00:27 loss: 0.2863 (1.0939) acc1: 100.0000 (74.2374) acc5: 100.0000 (91.3519) time: 0.0041 data: 0.0002 max mem: 86
Test: [43600/50000] eta: 0:00:26 loss: 0.2812 (1.0930) acc1: 100.0000 (74.2391) acc5: 100.0000 (91.3672) time: 0.0041 data: 0.0002 max mem: 86
Test: [43700/50000] eta: 0:00:26 loss: 0.0013 (1.0925) acc1: 100.0000 (74.2592) acc5: 100.0000 (91.3663) time: 0.0041 data: 0.0002 max mem: 86
Test: [43800/50000] eta: 0:00:25 loss: 0.1880 (1.0916) acc1: 100.0000 (74.2791) acc5: 100.0000 (91.3723) time: 0.0041 data: 0.0002 max mem: 86
Test: [43900/50000] eta: 0:00:25 loss: 0.0064 (1.0920) acc1: 100.0000 (74.2375) acc5: 100.0000 (91.3692) time: 0.0040 data: 0.0002 max mem: 86
Test: [44000/50000] eta: 0:00:25 loss: 0.0775 (1.0924) acc1: 100.0000 (74.2165) acc5: 100.0000 (91.3638) time: 0.0040 data: 0.0002 max mem: 86
Test: [44100/50000] eta: 0:00:24 loss: 0.1228 (1.0920) acc1: 100.0000 (74.2341) acc5: 100.0000 (91.3675) time: 0.0042 data: 0.0002 max mem: 86
Test: [44200/50000] eta: 0:00:24 loss: 1.8513 (1.0932) acc1: 0.0000 (74.2110) acc5: 100.0000 (91.3509) time: 0.0045 data: 0.0002 max mem: 86
Test: [44300/50000] eta: 0:00:23 loss: 3.8736 (1.0965) acc1: 0.0000 (74.1541) acc5: 100.0000 (91.3117) time: 0.0044 data: 0.0002 max mem: 86
Test: [44400/50000] eta: 0:00:23 loss: 0.4045 (1.0968) acc1: 100.0000 (74.1650) acc5: 100.0000 (91.3065) time: 0.0044 data: 0.0002 max mem: 86
Test: [44500/50000] eta: 0:00:22 loss: 0.4718 (1.0967) acc1: 100.0000 (74.1579) acc5: 100.0000 (91.3036) time: 0.0051 data: 0.0002 max mem: 86
Test: [44600/50000] eta: 0:00:22 loss: 0.0673 (1.0961) acc1: 100.0000 (74.1732) acc5: 100.0000 (91.3051) time: 0.0049 data: 0.0002 max mem: 86
Test: [44700/50000] eta: 0:00:22 loss: 1.4266 (1.0967) acc1: 0.0000 (74.1370) acc5: 100.0000 (91.3089) time: 0.0046 data: 0.0002 max mem: 86
Test: [44800/50000] eta: 0:00:21 loss: 0.0431 (1.0960) acc1: 100.0000 (74.1479) acc5: 100.0000 (91.3216) time: 0.0043 data: 0.0002 max mem: 86
Test: [44900/50000] eta: 0:00:21 loss: 0.0027 (1.0956) acc1: 100.0000 (74.1632) acc5: 100.0000 (91.3276) time: 0.0042 data: 0.0002 max mem: 86
Test: [45000/50000] eta: 0:00:20 loss: 2.0405 (1.0988) acc1: 0.0000 (74.0917) acc5: 100.0000 (91.3024) time: 0.0041 data: 0.0002 max mem: 86
Test: [45100/50000] eta: 0:00:20 loss: 0.0499 (1.0986) acc1: 100.0000 (74.1026) acc5: 100.0000 (91.2907) time: 0.0046 data: 0.0002 max mem: 86
Test: [45200/50000] eta: 0:00:20 loss: 0.0301 (1.0984) acc1: 100.0000 (74.1112) acc5: 100.0000 (91.2944) time: 0.0043 data: 0.0002 max mem: 86
Test: [45300/50000] eta: 0:00:19 loss: 0.2390 (1.0996) acc1: 100.0000 (74.0889) acc5: 100.0000 (91.2629) time: 0.0042 data: 0.0002 max mem: 86
Test: [45400/50000] eta: 0:00:19 loss: 1.2460 (1.1034) acc1: 0.0000 (74.0006) acc5: 100.0000 (91.2227) time: 0.0042 data: 0.0002 max mem: 86
Test: [45500/50000] eta: 0:00:18 loss: 0.6810 (1.1048) acc1: 100.0000 (73.9588) acc5: 100.0000 (91.2266) time: 0.0043 data: 0.0002 max mem: 86
Test: [45600/50000] eta: 0:00:18 loss: 0.2011 (1.1071) acc1: 100.0000 (73.9194) acc5: 100.0000 (91.2041) time: 0.0043 data: 0.0002 max mem: 86
Test: [45700/50000] eta: 0:00:17 loss: 0.0228 (1.1068) acc1: 100.0000 (73.9240) acc5: 100.0000 (91.2059) time: 0.0043 data: 0.0002 max mem: 86
Test: [45800/50000] eta: 0:00:17 loss: 0.0003 (1.1058) acc1: 100.0000 (73.9416) acc5: 100.0000 (91.2185) time: 0.0041 data: 0.0002 max mem: 86
Test: [45900/50000] eta: 0:00:17 loss: 0.1972 (1.1048) acc1: 100.0000 (73.9657) acc5: 100.0000 (91.2289) time: 0.0042 data: 0.0002 max mem: 86
Test: [46000/50000] eta: 0:00:16 loss: 0.1110 (1.1049) acc1: 100.0000 (73.9745) acc5: 100.0000 (91.2176) time: 0.0043 data: 0.0002 max mem: 86
Test: [46100/50000] eta: 0:00:16 loss: 0.6403 (1.1047) acc1: 100.0000 (73.9745) acc5: 100.0000 (91.2236) time: 0.0043 data: 0.0002 max mem: 86
Test: [46200/50000] eta: 0:00:15 loss: 1.0495 (1.1057) acc1: 100.0000 (73.9703) acc5: 100.0000 (91.2145) time: 0.0043 data: 0.0002 max mem: 86
Test: [46300/50000] eta: 0:00:15 loss: 0.4804 (1.1053) acc1: 100.0000 (73.9595) acc5: 100.0000 (91.2183) time: 0.0042 data: 0.0002 max mem: 86
Test: [46400/50000] eta: 0:00:15 loss: 0.0027 (1.1038) acc1: 100.0000 (73.9812) acc5: 100.0000 (91.2351) time: 0.0045 data: 0.0002 max mem: 86
Test: [46500/50000] eta: 0:00:14 loss: 0.0935 (1.1043) acc1: 100.0000 (73.9575) acc5: 100.0000 (91.2346) time: 0.0040 data: 0.0002 max mem: 86
Test: [46600/50000] eta: 0:00:14 loss: 0.0400 (1.1054) acc1: 100.0000 (73.9297) acc5: 100.0000 (91.2255) time: 0.0039 data: 0.0002 max mem: 86
Test: [46700/50000] eta: 0:00:13 loss: 0.0019 (1.1049) acc1: 100.0000 (73.9406) acc5: 100.0000 (91.2207) time: 0.0040 data: 0.0002 max mem: 86
Test: [46800/50000] eta: 0:00:13 loss: 0.0435 (1.1051) acc1: 100.0000 (73.9429) acc5: 100.0000 (91.2160) time: 0.0040 data: 0.0002 max mem: 86
Test: [46900/50000] eta: 0:00:12 loss: 0.0004 (1.1039) acc1: 100.0000 (73.9707) acc5: 100.0000 (91.2283) time: 0.0064 data: 0.0026 max mem: 86
Test: [47000/50000] eta: 0:00:12 loss: 0.0368 (1.1030) acc1: 100.0000 (73.9771) acc5: 100.0000 (91.2470) time: 0.0040 data: 0.0002 max mem: 86
Test: [47100/50000] eta: 0:00:12 loss: 0.0096 (1.1024) acc1: 100.0000 (73.9814) acc5: 100.0000 (91.2550) time: 0.0041 data: 0.0002 max mem: 86
Test: [47200/50000] eta: 0:00:11 loss: 0.1077 (1.1020) acc1: 100.0000 (73.9772) acc5: 100.0000 (91.2608) time: 0.0041 data: 0.0002 max mem: 86
Test: [47300/50000] eta: 0:00:11 loss: 0.0041 (1.1010) acc1: 100.0000 (73.9984) acc5: 100.0000 (91.2729) time: 0.0041 data: 0.0002 max mem: 86
Test: [47400/50000] eta: 0:00:10 loss: 0.6002 (1.1012) acc1: 100.0000 (73.9816) acc5: 100.0000 (91.2871) time: 0.0040 data: 0.0002 max mem: 86
Test: [47500/50000] eta: 0:00:10 loss: 0.0593 (1.1010) acc1: 100.0000 (73.9816) acc5: 100.0000 (91.2907) time: 0.0041 data: 0.0002 max mem: 86
Test: [47600/50000] eta: 0:00:10 loss: 0.1147 (1.1010) acc1: 100.0000 (73.9795) acc5: 100.0000 (91.2985) time: 0.0041 data: 0.0002 max mem: 86
Test: [47700/50000] eta: 0:00:09 loss: 0.0013 (1.0998) acc1: 100.0000 (74.0068) acc5: 100.0000 (91.3042) time: 0.0042 data: 0.0002 max mem: 86
Test: [47800/50000] eta: 0:00:09 loss: 0.0000 (1.0988) acc1: 100.0000 (74.0298) acc5: 100.0000 (91.3140) time: 0.0041 data: 0.0002 max mem: 86
Test: [47900/50000] eta: 0:00:08 loss: 0.0004 (1.0977) acc1: 100.0000 (74.0590) acc5: 100.0000 (91.3259) time: 0.0041 data: 0.0002 max mem: 86
Test: [48000/50000] eta: 0:00:08 loss: 0.0048 (1.0966) acc1: 100.0000 (74.0818) acc5: 100.0000 (91.3335) time: 0.0041 data: 0.0002 max mem: 86
Test: [48100/50000] eta: 0:00:07 loss: 1.0288 (1.0997) acc1: 100.0000 (74.0276) acc5: 100.0000 (91.2996) time: 0.0041 data: 0.0002 max mem: 86
Test: [48200/50000] eta: 0:00:07 loss: 0.0181 (1.0999) acc1: 100.0000 (74.0296) acc5: 100.0000 (91.2927) time: 0.0041 data: 0.0002 max mem: 86
Test: [48300/50000] eta: 0:00:07 loss: 0.0095 (1.0998) acc1: 100.0000 (74.0399) acc5: 100.0000 (91.2921) time: 0.0044 data: 0.0002 max mem: 86
Test: [48400/50000] eta: 0:00:06 loss: 0.1439 (1.1010) acc1: 100.0000 (74.0171) acc5: 100.0000 (91.2874) time: 0.0041 data: 0.0002 max mem: 86
Test: [48500/50000] eta: 0:00:06 loss: 2.2339 (1.1049) acc1: 0.0000 (73.9449) acc5: 100.0000 (91.2435) time: 0.0043 data: 0.0002 max mem: 86
Test: [48600/50000] eta: 0:00:05 loss: 0.0188 (1.1055) acc1: 100.0000 (73.9244) acc5: 100.0000 (91.2409) time: 0.0041 data: 0.0002 max mem: 86
Test: [48700/50000] eta: 0:00:05 loss: 0.1100 (1.1054) acc1: 100.0000 (73.9163) acc5: 100.0000 (91.2527) time: 0.0041 data: 0.0002 max mem: 86
Test: [48800/50000] eta: 0:00:05 loss: 1.7498 (1.1053) acc1: 0.0000 (73.9206) acc5: 100.0000 (91.2584) time: 0.0042 data: 0.0002 max mem: 86
Test: [48900/50000] eta: 0:00:04 loss: 0.3690 (1.1059) acc1: 100.0000 (73.8983) acc5: 100.0000 (91.2660) time: 0.0043 data: 0.0002 max mem: 86
Test: [49000/50000] eta: 0:00:04 loss: 0.1133 (1.1072) acc1: 100.0000 (73.8699) acc5: 100.0000 (91.2573) time: 0.0042 data: 0.0002 max mem: 86
Test: [49100/50000] eta: 0:00:03 loss: 0.1942 (1.1067) acc1: 100.0000 (73.8906) acc5: 100.0000 (91.2609) time: 0.0046 data: 0.0003 max mem: 86
Test: [49200/50000] eta: 0:00:03 loss: 0.0112 (1.1064) acc1: 100.0000 (73.9030) acc5: 100.0000 (91.2624) time: 0.0044 data: 0.0002 max mem: 86
Test: [49300/50000] eta: 0:00:02 loss: 0.0015 (1.1046) acc1: 100.0000 (73.9478) acc5: 100.0000 (91.2760) time: 0.0042 data: 0.0001 max mem: 86
Test: [49400/50000] eta: 0:00:02 loss: 0.6341 (1.1039) acc1: 0.0000 (73.9459) acc5: 100.0000 (91.2897) time: 0.0044 data: 0.0002 max mem: 86
Test: [49500/50000] eta: 0:00:02 loss: 0.0015 (1.1020) acc1: 100.0000 (73.9884) acc5: 100.0000 (91.3052) time: 0.0043 data: 0.0002 max mem: 86
Test: [49600/50000] eta: 0:00:01 loss: 0.0005 (1.1002) acc1: 100.0000 (74.0287) acc5: 100.0000 (91.3207) time: 0.0044 data: 0.0002 max mem: 86
Test: [49700/50000] eta: 0:00:01 loss: 0.0000 (1.0989) acc1: 100.0000 (74.0629) acc5: 100.0000 (91.3342) time: 0.0043 data: 0.0002 max mem: 86
Test: [49800/50000] eta: 0:00:00 loss: 0.0000 (1.0973) acc1: 100.0000 (74.1049) acc5: 100.0000 (91.3496) time: 0.0042 data: 0.0002 max mem: 86
Test: [49900/50000] eta: 0:00:00 loss: 0.5711 (1.0966) acc1: 100.0000 (74.1188) acc5: 100.0000 (91.3589) time: 0.0043 data: 0.0002 max mem: 86
Test: Total time: 0:03:30
* Acc@1 74.054 Acc@5 91.340
```
| Acc@1 | Acc@5 |
| :------: | :------: |
| 74.054 | 91.340 |
## 应用场景
### 算法类别
图像分类
......
model.properties 0 → 100644
View file @ cb5db09a
# 模型编码
modelCode=502
# 模型名称
modelName=mobilenet_v3_tvm
# 模型描述
modelDescription=MobileNetv3采用轻量级的深度可分离卷积（depthwise separable convolution）结构，以减少模型参数量和计算复杂度
# 应用场景(多个标签以英文逗号分割)
appScenario=训练,目标检测,交通,政府,金融
# 框架类型(多个标签以英文逗号分割)
frameType=PyTorch,TVM
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