train.log

yolov3_training
net.optimized_memory = 0 
mini_batch = 4, batch = 64, time_steps = 1, train = 1 
Create CUDA-stream - 0 
 Create cudnn-handle 0 

 seen 64, trained: 0 K-images (0 Kilo-batches_64) 
Learning Rate: 0.001, Momentum: 0.9, Decay: 0.0005
 Detection layer: 82 - type = 28 
 Detection layer: 94 - type = 28 
 Detection layer: 106 - type = 28 
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
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Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

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Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

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Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

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Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

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Loaded: 0.000055 seconds

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Loaded: 0.000136 seconds

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Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

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Loaded: 0.000116 seconds

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Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000059 seconds

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Loaded: 0.000061 seconds

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Loaded: 0.000058 seconds

 176: 9.688320, 19.236752 avg loss, 0.000001 rate, 16.274220 seconds, 11264 images, 16.334477 hours left
Loaded: 0.000104 seconds

 177: 9.162705, 18.229347 avg loss, 0.000001 rate, 16.274248 seconds, 11328 images, 16.344005 hours left
Loaded: 0.000066 seconds

 178: 8.734015, 17.279814 avg loss, 0.000001 rate, 16.272363 seconds, 11392 images, 16.353393 hours left
Loaded: 0.000071 seconds

 179: 8.902440, 16.442076 avg loss, 0.000001 rate, 16.295666 seconds, 11456 images, 16.362622 hours left
Loaded: 0.000063 seconds

 180: 7.778613, 15.575729 avg loss, 0.000001 rate, 16.269364 seconds, 11520 images, 16.371960 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 181: 7.882325, 14.806389 avg loss, 0.000001 rate, 15.817870 seconds, 11584 images, 16.380880 hours left
Loaded: 0.000081 seconds

 182: 7.410697, 14.066820 avg loss, 0.000001 rate, 16.316295 seconds, 11648 images, 16.384875 hours left
Loaded: 0.000074 seconds

 183: 6.767839, 13.336922 avg loss, 0.000001 rate, 16.269058 seconds, 11712 images, 16.394073 hours left
Loaded: 0.000065 seconds

 184: 6.755986, 12.678828 avg loss, 0.000001 rate, 16.252432 seconds, 11776 images, 16.402634 hours left
Loaded: 0.000112 seconds

 185: 6.235510, 12.034496 avg loss, 0.000001 rate, 16.248978 seconds, 11840 images, 16.410887 hours left
Loaded: 0.000064 seconds

 186: 6.087680, 11.439815 avg loss, 0.000001 rate, 16.295212 seconds, 11904 images, 16.418976 hours left
Loaded: 0.000120 seconds

 187: 5.817714, 10.877604 avg loss, 0.000001 rate, 16.322513 seconds, 11968 images, 16.427429 hours left
Loaded: 0.000084 seconds

 188: 6.101161, 10.399961 avg loss, 0.000001 rate, 16.311574 seconds, 12032 images, 16.436042 hours left
Loaded: 0.000069 seconds

 189: 5.737520, 9.933717 avg loss, 0.000001 rate, 16.347062 seconds, 12096 images, 16.444407 hours left
Loaded: 0.000062 seconds

 190: 5.542381, 9.494583 avg loss, 0.000001 rate, 16.353956 seconds, 12160 images, 16.453018 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 191: 4.422353, 8.987360 avg loss, 0.000001 rate, 11.062493 seconds, 12224 images, 16.461571 hours left
Loaded: 0.000052 seconds

 192: 3.948512, 8.483475 avg loss, 0.000001 rate, 11.406135 seconds, 12288 images, 16.414006 hours left
Loaded: 0.000065 seconds

 193: 3.793892, 8.014517 avg loss, 0.000001 rate, 11.423641 seconds, 12352 images, 16.370522 hours left
Loaded: 0.000068 seconds

 194: 3.783737, 7.591439 avg loss, 0.000001 rate, 11.422851 seconds, 12416 images, 16.327626 hours left
Loaded: 0.000042 seconds

 195: 3.927510, 7.225046 avg loss, 0.000001 rate, 11.415101 seconds, 12480 images, 16.285117 hours left
Loaded: 0.000054 seconds

 196: 4.028655, 6.905407 avg loss, 0.000001 rate, 11.407195 seconds, 12544 images, 16.242921 hours left
Loaded: 0.000057 seconds

 197: 3.593870, 6.574253 avg loss, 0.000002 rate, 11.411955 seconds, 12608 images, 16.201032 hours left
Loaded: 0.000061 seconds

 198: 3.315998, 6.248427 avg loss, 0.000002 rate, 11.424641 seconds, 12672 images, 16.159581 hours left
Loaded: 0.000049 seconds

 199: 3.420099, 5.965594 avg loss, 0.000002 rate, 11.400574 seconds, 12736 images, 16.118645 hours left
Loaded: 0.000047 seconds

 200: 3.386837, 5.707718 avg loss, 0.000002 rate, 11.405303 seconds, 12800 images, 16.077833 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 201: 4.067212, 5.543668 avg loss, 0.000002 rate, 15.793573 seconds, 12864 images, 16.037449 hours left
Loaded: 0.000072 seconds

 202: 3.978226, 5.387124 avg loss, 0.000002 rate, 16.335670 seconds, 12928 images, 16.043744 hours left
Loaded: 0.000069 seconds

 203: 4.048773, 5.253289 avg loss, 0.000002 rate, 16.343500 seconds, 12992 images, 16.055653 hours left
Loaded: 0.000068 seconds

 204: 3.800897, 5.108049 avg loss, 0.000002 rate, 16.327893 seconds, 13056 images, 16.067480 hours left
Loaded: 0.000371 seconds

 205: 3.690475, 4.966292 avg loss, 0.000002 rate, 16.275379 seconds, 13120 images, 16.078977 hours left
Loaded: 0.000054 seconds

 206: 3.677190, 4.837382 avg loss, 0.000002 rate, 16.266824 seconds, 13184 images, 16.089763 hours left
Loaded: 0.000055 seconds

 207: 3.721942, 4.725838 avg loss, 0.000002 rate, 16.286114 seconds, 13248 images, 16.100304 hours left
Loaded: 0.000073 seconds

 208: 3.700836, 4.623338 avg loss, 0.000002 rate, 16.292024 seconds, 13312 images, 16.110897 hours left
Loaded: 0.000063 seconds

 209: 3.247325, 4.485736 avg loss, 0.000002 rate, 16.308516 seconds, 13376 images, 16.121418 hours left
Loaded: 0.000069 seconds

 210: 3.155329, 4.352695 avg loss, 0.000002 rate, 16.315991 seconds, 13440 images, 16.131946 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 211: 3.607682, 4.278194 avg loss, 0.000002 rate, 22.267362 seconds, 13504 images, 16.142402 hours left
Loaded: 0.000073 seconds

 212: 3.573887, 4.207763 avg loss, 0.000002 rate, 22.868460 seconds, 13568 images, 16.215346 hours left
Loaded: 0.000070 seconds

 213: 3.954831, 4.182470 avg loss, 0.000002 rate, 22.904874 seconds, 13632 images, 16.293823 hours left
Loaded: 0.000063 seconds

 214: 3.643095, 4.128532 avg loss, 0.000002 rate, 22.912209 seconds, 13696 images, 16.371836 hours left
Loaded: 0.000099 seconds

 215: 3.583097, 4.073989 avg loss, 0.000002 rate, 22.894445 seconds, 13760 images, 16.449082 hours left
Loaded: 0.000065 seconds

 216: 3.708634, 4.037454 avg loss, 0.000002 rate, 22.881837 seconds, 13824 images, 16.525306 hours left
Loaded: 0.000064 seconds

 217: 3.371989, 3.970907 avg loss, 0.000002 rate, 22.874168 seconds, 13888 images, 16.600570 hours left
Loaded: 0.000053 seconds

 218: 3.290614, 3.902878 avg loss, 0.000002 rate, 22.871540 seconds, 13952 images, 16.674938 hours left
Loaded: 0.000069 seconds

 219: 3.163839, 3.828974 avg loss, 0.000002 rate, 22.864979 seconds, 14016 images, 16.748470 hours left
Loaded: 0.000057 seconds

 220: 2.932311, 3.739308 avg loss, 0.000002 rate, 22.863261 seconds, 14080 images, 16.821134 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

 221: 2.794406, 3.644818 avg loss, 0.000002 rate, 14.578495 seconds, 14144 images, 16.892991 hours left
Loaded: 0.000073 seconds

 222: 2.664688, 3.546805 avg loss, 0.000002 rate, 15.062109 seconds, 14208 images, 16.877098 hours left
Loaded: 0.000357 seconds

 223: 2.814274, 3.473552 avg loss, 0.000002 rate, 15.108165 seconds, 14272 images, 16.866399 hours left
Loaded: 0.000059 seconds

 224: 2.788388, 3.405035 avg loss, 0.000003 rate, 15.039101 seconds, 14336 images, 16.856252 hours left
Loaded: 0.000048 seconds

 225: 2.678492, 3.332381 avg loss, 0.000003 rate, 15.090458 seconds, 14400 images, 16.845436 hours left
Loaded: 0.000093 seconds

 226: 2.860391, 3.285182 avg loss, 0.000003 rate, 15.065862 seconds, 14464 images, 16.835225 hours left
Loaded: 0.000057 seconds

 227: 2.520750, 3.208739 avg loss, 0.000003 rate, 15.056737 seconds, 14528 images, 16.824818 hours left
Loaded: 0.000062 seconds

 228: 3.084642, 3.196329 avg loss, 0.000003 rate, 15.079548 seconds, 14592 images, 16.814376 hours left
Loaded: 0.000091 seconds

 229: 2.354342, 3.112130 avg loss, 0.000003 rate, 15.050726 seconds, 14656 images, 16.804236 hours left
Loaded: 0.000085 seconds

 230: 2.873568, 3.088274 avg loss, 0.000003 rate, 15.093300 seconds, 14720 images, 16.793854 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 231: 2.635801, 3.043027 avg loss, 0.000003 rate, 18.308193 seconds, 14784 images, 16.783980 hours left
Loaded: 0.000063 seconds

 232: 2.694616, 3.008186 avg loss, 0.000003 rate, 18.834580 seconds, 14848 images, 16.807820 hours left
Loaded: 0.000063 seconds

 233: 2.817819, 2.989149 avg loss, 0.000003 rate, 18.855632 seconds, 14912 images, 16.836881 hours left
Loaded: 0.000061 seconds

 234: 2.637518, 2.953986 avg loss, 0.000003 rate, 18.826496 seconds, 14976 images, 16.865819 hours left
Loaded: 0.000068 seconds

 235: 2.604499, 2.919037 avg loss, 0.000003 rate, 18.851995 seconds, 15040 images, 16.894112 hours left
Loaded: 0.000062 seconds

 236: 2.631733, 2.890307 avg loss, 0.000003 rate, 18.858063 seconds, 15104 images, 16.922335 hours left
Loaded: 0.000073 seconds

 237: 2.507027, 2.851979 avg loss, 0.000003 rate, 18.837949 seconds, 15168 images, 16.950286 hours left
Loaded: 0.000061 seconds

 238: 2.635276, 2.830309 avg loss, 0.000003 rate, 18.836814 seconds, 15232 images, 16.977695 hours left
Loaded: 0.000057 seconds

 239: 2.536562, 2.800934 avg loss, 0.000003 rate, 18.810340 seconds, 15296 images, 17.004766 hours left
Loaded: 0.000056 seconds

 240: 2.356215, 2.756462 avg loss, 0.000003 rate, 18.841592 seconds, 15360 images, 17.031239 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 241: 2.325804, 2.713396 avg loss, 0.000003 rate, 20.053781 seconds, 15424 images, 17.057720 hours left
Loaded: 0.000073 seconds

 242: 2.173082, 2.659365 avg loss, 0.000003 rate, 20.704860 seconds, 15488 images, 17.096541 hours left
Loaded: 0.000073 seconds

 243: 2.464545, 2.639883 avg loss, 0.000003 rate, 20.723162 seconds, 15552 images, 17.141718 hours left
Loaded: 0.000060 seconds

 244: 2.379878, 2.613882 avg loss, 0.000004 rate, 20.691643 seconds, 15616 images, 17.186574 hours left
Loaded: 0.000139 seconds

 245: 2.648880, 2.617382 avg loss, 0.000004 rate, 20.688353 seconds, 15680 images, 17.230595 hours left
Loaded: 0.000063 seconds

 246: 2.759607, 2.631605 avg loss, 0.000004 rate, 20.705854 seconds, 15744 images, 17.274084 hours left
Loaded: 0.000072 seconds

 247: 2.667133, 2.635158 avg loss, 0.000004 rate, 20.719027 seconds, 15808 images, 17.317267 hours left
Loaded: 0.000079 seconds

 248: 2.396383, 2.611280 avg loss, 0.000004 rate, 20.683709 seconds, 15872 images, 17.360094 hours left
Loaded: 0.000069 seconds

 249: 2.179451, 2.568097 avg loss, 0.000004 rate, 20.707236 seconds, 15936 images, 17.402067 hours left
Loaded: 0.000062 seconds

 250: 2.571946, 2.568482 avg loss, 0.000004 rate, 20.697560 seconds, 16000 images, 17.443808 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 251: 2.290301, 2.540664 avg loss, 0.000004 rate, 18.245803 seconds, 16064 images, 17.484976 hours left
Loaded: 0.000083 seconds

 252: 2.489611, 2.535559 avg loss, 0.000004 rate, 18.841282 seconds, 16128 images, 17.500140 hours left
Loaded: 0.000086 seconds

 253: 2.218979, 2.503901 avg loss, 0.000004 rate, 18.807526 seconds, 16192 images, 17.521300 hours left
Loaded: 0.000055 seconds

 254: 2.068400, 2.460351 avg loss, 0.000004 rate, 18.815002 seconds, 16256 images, 17.541849 hours left
Loaded: 0.000070 seconds

 255: 2.377467, 2.452062 avg loss, 0.000004 rate, 18.826127 seconds, 16320 images, 17.562214 hours left
Loaded: 0.000099 seconds

 256: 2.320538, 2.438910 avg loss, 0.000004 rate, 18.831195 seconds, 16384 images, 17.582440 hours left
Loaded: 0.000061 seconds

 257: 2.356151, 2.430634 avg loss, 0.000004 rate, 18.840008 seconds, 16448 images, 17.602464 hours left
Loaded: 0.000054 seconds

 258: 2.236128, 2.411183 avg loss, 0.000004 rate, 18.846962 seconds, 16512 images, 17.622326 hours left
Loaded: 0.000063 seconds

 259: 2.308860, 2.400951 avg loss, 0.000004 rate, 18.833992 seconds, 16576 images, 17.642010 hours left
Loaded: 0.000065 seconds

 260: 2.214673, 2.382323 avg loss, 0.000005 rate, 18.833141 seconds, 16640 images, 17.661312 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000037 seconds

 261: 2.259383, 2.370029 avg loss, 0.000005 rate, 9.547160 seconds, 16704 images, 17.680358 hours left
Loaded: 0.000067 seconds

 262: 2.129729, 2.345999 avg loss, 0.000005 rate, 9.841194 seconds, 16768 images, 17.602715 hours left
Loaded: 0.000049 seconds

 263: 2.296205, 2.341020 avg loss, 0.000005 rate, 9.810562 seconds, 16832 images, 17.528876 hours left
Loaded: 0.000045 seconds

 264: 2.084212, 2.315339 avg loss, 0.000005 rate, 9.831075 seconds, 16896 images, 17.455431 hours left
Loaded: 0.000078 seconds

 265: 2.127929, 2.296598 avg loss, 0.000005 rate, 9.827223 seconds, 16960 images, 17.382904 hours left
Loaded: 0.000092 seconds

 266: 2.161322, 2.283071 avg loss, 0.000005 rate, 9.821936 seconds, 17024 images, 17.311036 hours left
Loaded: 0.000052 seconds

 267: 2.378749, 2.292638 avg loss, 0.000005 rate, 9.824243 seconds, 17088 images, 17.239806 hours left
Loaded: 0.000054 seconds

 268: 2.510959, 2.314470 avg loss, 0.000005 rate, 9.853093 seconds, 17152 images, 17.169283 hours left
Loaded: 0.000084 seconds

 269: 2.088327, 2.291856 avg loss, 0.000005 rate, 9.844753 seconds, 17216 images, 17.099738 hours left
Loaded: 0.000074 seconds

 270: 1.780797, 2.240750 avg loss, 0.000005 rate, 9.827985 seconds, 17280 images, 17.030774 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000048 seconds

 271: 2.276834, 2.244359 avg loss, 0.000005 rate, 18.289808 seconds, 17344 images, 16.962319 hours left
Loaded: 0.000053 seconds

 272: 2.033064, 2.223229 avg loss, 0.000005 rate, 18.803233 seconds, 17408 images, 16.982152 hours left
Loaded: 0.000066 seconds

 273: 2.099309, 2.210837 avg loss, 0.000006 rate, 18.781774 seconds, 17472 images, 17.007052 hours left
Loaded: 0.000055 seconds

 274: 2.078119, 2.197565 avg loss, 0.000006 rate, 18.845219 seconds, 17536 images, 17.031429 hours left
Loaded: 0.000063 seconds

 275: 2.096924, 2.187501 avg loss, 0.000006 rate, 18.803793 seconds, 17600 images, 17.056167 hours left
Loaded: 0.000059 seconds

 276: 2.027599, 2.171511 avg loss, 0.000006 rate, 18.846418 seconds, 17664 images, 17.080176 hours left
Loaded: 0.000074 seconds

 277: 2.205707, 2.174931 avg loss, 0.000006 rate, 18.818944 seconds, 17728 images, 17.104334 hours left
Loaded: 0.000085 seconds

 278: 2.192298, 2.176667 avg loss, 0.000006 rate, 18.809027 seconds, 17792 images, 17.127915 hours left
Loaded: 0.000072 seconds

 279: 2.042655, 2.163266 avg loss, 0.000006 rate, 18.796468 seconds, 17856 images, 17.151104 hours left
Loaded: 0.000061 seconds

 280: 2.186829, 2.165622 avg loss, 0.000006 rate, 18.837649 seconds, 17920 images, 17.173879 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000071 seconds

 281: 2.017440, 2.150804 avg loss, 0.000006 rate, 18.285519 seconds, 17984 images, 17.196799 hours left
Loaded: 0.000058 seconds

 282: 2.315055, 2.167229 avg loss, 0.000006 rate, 18.835991 seconds, 18048 images, 17.213735 hours left
Loaded: 0.000087 seconds

 283: 1.924375, 2.142944 avg loss, 0.000006 rate, 18.850865 seconds, 18112 images, 17.236135 hours left
Loaded: 0.000083 seconds

 284: 2.068446, 2.135494 avg loss, 0.000007 rate, 18.815511 seconds, 18176 images, 17.258413 hours left
Loaded: 0.000094 seconds

 285: 1.839992, 2.105944 avg loss, 0.000007 rate, 18.805021 seconds, 18240 images, 17.280050 hours left
Loaded: 0.000082 seconds

 286: 1.853613, 2.080711 avg loss, 0.000007 rate, 18.843664 seconds, 18304 images, 17.301318 hours left
Loaded: 0.000078 seconds

 287: 2.140334, 2.086673 avg loss, 0.000007 rate, 18.819181 seconds, 18368 images, 17.322713 hours left
Loaded: 0.000056 seconds

 288: 1.781557, 2.056161 avg loss, 0.000007 rate, 18.838350 seconds, 18432 images, 17.343588 hours left
Loaded: 0.000075 seconds

 289: 2.224419, 2.072987 avg loss, 0.000007 rate, 18.789615 seconds, 18496 images, 17.364402 hours left
Loaded: 0.000062 seconds

 290: 2.213372, 2.087026 avg loss, 0.000007 rate, 18.847728 seconds, 18560 images, 17.384451 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000061 seconds

 291: 2.113377, 2.089661 avg loss, 0.000007 rate, 6.742277 seconds, 18624 images, 17.404846 hours left
Loaded: 0.000066 seconds

 292: 2.208054, 2.101500 avg loss, 0.000007 rate, 6.959323 seconds, 18688 images, 17.300265 hours left
Loaded: 0.000079 seconds

 293: 1.906610, 2.082011 avg loss, 0.000007 rate, 6.984975 seconds, 18752 images, 17.198947 hours left
Loaded: 0.000074 seconds

 294: 2.082252, 2.082035 avg loss, 0.000007 rate, 6.994828 seconds, 18816 images, 17.098888 hours left
Loaded: 0.000057 seconds

 295: 1.824648, 2.056297 avg loss, 0.000008 rate, 6.981928 seconds, 18880 images, 16.999910 hours left
Loaded: 0.000056 seconds

 296: 2.188087, 2.069476 avg loss, 0.000008 rate, 6.988223 seconds, 18944 images, 16.901771 hours left
Loaded: 0.000069 seconds

 297: 2.320560, 2.094584 avg loss, 0.000008 rate, 6.973413 seconds, 19008 images, 16.804658 hours left
Loaded: 0.000059 seconds

 298: 1.933268, 2.078452 avg loss, 0.000008 rate, 6.988823 seconds, 19072 images, 16.708345 hours left
Loaded: 0.000046 seconds

 299: 1.991264, 2.069734 avg loss, 0.000008 rate, 6.963896 seconds, 19136 images, 16.613134 hours left
Loaded: 0.000048 seconds

 300: 2.213348, 2.084095 avg loss, 0.000008 rate, 6.988310 seconds, 19200 images, 16.518604 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 301: 1.581646, 2.033850 avg loss, 0.000008 rate, 22.228544 seconds, 19264 images, 16.425245 hours left
Loaded: 0.000079 seconds

 302: 2.056062, 2.036071 avg loss, 0.000008 rate, 22.898256 seconds, 19328 images, 16.489395 hours left
Loaded: 0.000069 seconds

 303: 1.824378, 2.014902 avg loss, 0.000008 rate, 22.893693 seconds, 19392 images, 16.559721 hours left
Loaded: 0.000063 seconds

 304: 1.570051, 1.970417 avg loss, 0.000009 rate, 22.869923 seconds, 19456 images, 16.629236 hours left
Loaded: 0.000088 seconds

 305: 2.071769, 1.980552 avg loss, 0.000009 rate, 22.890034 seconds, 19520 images, 16.697745 hours left
Loaded: 0.000079 seconds

 306: 1.778573, 1.960354 avg loss, 0.000009 rate, 22.885267 seconds, 19584 images, 16.765712 hours left
Loaded: 0.000053 seconds

 307: 1.913302, 1.955649 avg loss, 0.000009 rate, 22.911609 seconds, 19648 images, 16.832889 hours left
Loaded: 0.000069 seconds

 308: 1.681310, 1.928215 avg loss, 0.000009 rate, 22.890175 seconds, 19712 images, 16.899598 hours left
Loaded: 0.000068 seconds

 309: 2.186664, 1.954060 avg loss, 0.000009 rate, 22.897515 seconds, 19776 images, 16.965357 hours left
Loaded: 0.000058 seconds

 310: 1.762431, 1.934897 avg loss, 0.000009 rate, 22.890568 seconds, 19840 images, 17.030472 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 311: 1.849275, 1.926335 avg loss, 0.000009 rate, 8.193843 seconds, 19904 images, 17.094799 hours left
Loaded: 0.000081 seconds

 312: 2.022817, 1.935983 avg loss, 0.000009 rate, 8.458020 seconds, 19968 images, 17.007819 hours left
Loaded: 0.000046 seconds

 313: 2.125946, 1.954979 avg loss, 0.000010 rate, 8.437991 seconds, 20032 images, 16.924392 hours left
Loaded: 0.000101 seconds

 314: 1.858776, 1.945359 avg loss, 0.000010 rate, 8.465640 seconds, 20096 images, 16.841571 hours left
Loaded: 0.000063 seconds

 315: 2.071713, 1.957994 avg loss, 0.000010 rate, 8.448004 seconds, 20160 images, 16.759838 hours left
Loaded: 0.000091 seconds

 316: 1.810418, 1.943237 avg loss, 0.000010 rate, 8.468609 seconds, 20224 images, 16.678717 hours left
Loaded: 0.000043 seconds

 317: 1.793337, 1.928247 avg loss, 0.000010 rate, 8.445895 seconds, 20288 images, 16.598602 hours left
Loaded: 0.000049 seconds

 318: 1.710523, 1.906474 avg loss, 0.000010 rate, 8.453946 seconds, 20352 images, 16.519026 hours left
Loaded: 0.000055 seconds

 319: 1.936242, 1.909451 avg loss, 0.000010 rate, 8.451894 seconds, 20416 images, 16.440304 hours left
Loaded: 0.000049 seconds

 320: 2.035818, 1.922088 avg loss, 0.000010 rate, 8.460156 seconds, 20480 images, 16.362324 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 321: 2.173646, 1.947244 avg loss, 0.000011 rate, 14.630102 seconds, 20544 images, 16.285186 hours left
Loaded: 0.000093 seconds

 322: 1.566103, 1.909130 avg loss, 0.000011 rate, 15.066116 seconds, 20608 images, 16.271849 hours left
Loaded: 0.000121 seconds

 323: 1.733970, 1.891614 avg loss, 0.000011 rate, 15.048293 seconds, 20672 images, 16.263060 hours left
Loaded: 0.000068 seconds

 324: 1.630060, 1.865458 avg loss, 0.000011 rate, 15.107064 seconds, 20736 images, 16.254135 hours left
Loaded: 0.000069 seconds

 325: 2.046531, 1.883566 avg loss, 0.000011 rate, 15.048617 seconds, 20800 images, 16.245857 hours left
Loaded: 0.000083 seconds

 326: 1.896347, 1.884844 avg loss, 0.000011 rate, 15.073554 seconds, 20864 images, 16.237025 hours left
Loaded: 0.000089 seconds

 327: 1.629735, 1.859333 avg loss, 0.000011 rate, 15.067197 seconds, 20928 images, 16.228492 hours left
Loaded: 0.000047 seconds

 328: 1.987597, 1.872159 avg loss, 0.000012 rate, 15.093704 seconds, 20992 images, 16.219937 hours left
Loaded: 0.000085 seconds

 329: 1.915751, 1.876518 avg loss, 0.000012 rate, 15.067597 seconds, 21056 images, 16.211698 hours left
Loaded: 0.000103 seconds

 330: 1.990699, 1.887936 avg loss, 0.000012 rate, 15.058011 seconds, 21120 images, 16.203232 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000059 seconds

 331: 1.985253, 1.897668 avg loss, 0.000012 rate, 22.238788 seconds, 21184 images, 16.194712 hours left
Loaded: 0.000096 seconds

 332: 1.710377, 1.878939 avg loss, 0.000012 rate, 22.877483 seconds, 21248 images, 16.259419 hours left
Loaded: 0.000094 seconds

 333: 1.708658, 1.861911 avg loss, 0.000012 rate, 22.883725 seconds, 21312 images, 16.329925 hours left
Loaded: 0.000066 seconds

 334: 1.739363, 1.849656 avg loss, 0.000012 rate, 22.905144 seconds, 21376 images, 16.399726 hours left
Loaded: 0.000090 seconds

 335: 1.609646, 1.825655 avg loss, 0.000013 rate, 22.854690 seconds, 21440 images, 16.468984 hours left
Loaded: 0.000059 seconds

 336: 1.705920, 1.813682 avg loss, 0.000013 rate, 22.898058 seconds, 21504 images, 16.536971 hours left
Loaded: 0.000107 seconds

 337: 2.130780, 1.845392 avg loss, 0.000013 rate, 22.903193 seconds, 21568 images, 16.604657 hours left
Loaded: 0.000066 seconds

 338: 1.510994, 1.811952 avg loss, 0.000013 rate, 22.893394 seconds, 21632 images, 16.671654 hours left
Loaded: 0.000063 seconds

 339: 1.675834, 1.798340 avg loss, 0.000013 rate, 22.893996 seconds, 21696 images, 16.737818 hours left
Loaded: 0.000075 seconds

 340: 1.694969, 1.788003 avg loss, 0.000013 rate, 22.893189 seconds, 21760 images, 16.803262 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 341: 2.035520, 1.812755 avg loss, 0.000014 rate, 9.538340 seconds, 21824 images, 16.867982 hours left
Loaded: 0.000066 seconds

 342: 1.894622, 1.820941 avg loss, 0.000014 rate, 9.830001 seconds, 21888 images, 16.796252 hours left
Loaded: 0.000063 seconds

 343: 1.761540, 1.815001 avg loss, 0.000014 rate, 9.848087 seconds, 21952 images, 16.728177 hours left
Loaded: 0.000068 seconds

 344: 2.043317, 1.837833 avg loss, 0.000014 rate, 9.820512 seconds, 22016 images, 16.660940 hours left
Loaded: 0.000064 seconds

 345: 1.846440, 1.838694 avg loss, 0.000014 rate, 9.833543 seconds, 22080 images, 16.594066 hours left
Loaded: 0.000058 seconds

 346: 1.930013, 1.847826 avg loss, 0.000014 rate, 9.835294 seconds, 22144 images, 16.527967 hours left
Loaded: 0.000091 seconds

 347: 1.999065, 1.862949 avg loss, 0.000014 rate, 9.835503 seconds, 22208 images, 16.462522 hours left
Loaded: 0.000055 seconds

 348: 1.557139, 1.832368 avg loss, 0.000015 rate, 9.838149 seconds, 22272 images, 16.397703 hours left
Loaded: 0.000048 seconds

 349: 1.900008, 1.839132 avg loss, 0.000015 rate, 9.840035 seconds, 22336 images, 16.333532 hours left
Loaded: 0.000080 seconds

 350: 1.873629, 1.842582 avg loss, 0.000015 rate, 9.835490 seconds, 22400 images, 16.269995 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 351: 1.837268, 1.842051 avg loss, 0.000015 rate, 9.557522 seconds, 22464 images, 16.207020 hours left
Loaded: 0.000057 seconds

 352: 1.737908, 1.831636 avg loss, 0.000015 rate, 9.824484 seconds, 22528 images, 16.141830 hours left
Loaded: 0.000060 seconds

 353: 1.425384, 1.791011 avg loss, 0.000016 rate, 9.822609 seconds, 22592 images, 16.079970 hours left
Loaded: 0.000063 seconds

 354: 2.138158, 1.825726 avg loss, 0.000016 rate, 9.833654 seconds, 22656 images, 16.018683 hours left
Loaded: 0.000055 seconds

 355: 1.684407, 1.811594 avg loss, 0.000016 rate, 9.839996 seconds, 22720 images, 15.958093 hours left
Loaded: 0.000064 seconds

 356: 1.784679, 1.808903 avg loss, 0.000016 rate, 9.828579 seconds, 22784 images, 15.898146 hours left
Loaded: 0.000050 seconds

 357: 1.836191, 1.811631 avg loss, 0.000016 rate, 9.832530 seconds, 22848 images, 15.838655 hours left
Loaded: 0.000044 seconds

 358: 2.043946, 1.834863 avg loss, 0.000016 rate, 9.837379 seconds, 22912 images, 15.779772 hours left
Loaded: 0.000065 seconds

 359: 1.953831, 1.846760 avg loss, 0.000017 rate, 9.824694 seconds, 22976 images, 15.721499 hours left
Loaded: 0.000059 seconds

 360: 2.315907, 1.893674 avg loss, 0.000017 rate, 9.839855 seconds, 23040 images, 15.663653 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000057 seconds

 361: 1.688794, 1.873186 avg loss, 0.000017 rate, 20.099617 seconds, 23104 images, 15.606511 hours left
Loaded: 0.000060 seconds

 362: 1.914087, 1.877276 avg loss, 0.000017 rate, 20.728409 seconds, 23168 images, 15.653623 hours left
Loaded: 0.000062 seconds

 363: 1.759989, 1.865548 avg loss, 0.000017 rate, 20.728732 seconds, 23232 images, 15.706563 hours left
Loaded: 0.000074 seconds

 364: 1.853194, 1.864312 avg loss, 0.000018 rate, 20.756240 seconds, 23296 images, 15.758918 hours left
Loaded: 0.000070 seconds

 365: 1.573533, 1.835234 avg loss, 0.000018 rate, 20.699761 seconds, 23360 images, 15.810971 hours left
Loaded: 0.000068 seconds

 366: 1.931203, 1.844831 avg loss, 0.000018 rate, 20.726139 seconds, 23424 images, 15.861875 hours left
Loaded: 0.000072 seconds

 367: 1.748694, 1.835217 avg loss, 0.000018 rate, 20.717491 seconds, 23488 images, 15.912479 hours left
Loaded: 0.000090 seconds

 368: 1.636291, 1.815325 avg loss, 0.000018 rate, 20.710727 seconds, 23552 images, 15.962432 hours left
Loaded: 0.000077 seconds

 369: 1.617374, 1.795530 avg loss, 0.000019 rate, 20.685533 seconds, 23616 images, 16.011760 hours left
Loaded: 0.000063 seconds

 370: 1.864035, 1.802380 avg loss, 0.000019 rate, 20.717796 seconds, 23680 images, 16.060284 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 371: 1.652012, 1.787343 avg loss, 0.000019 rate, 8.181561 seconds, 23744 images, 16.108588 hours left
Loaded: 0.000048 seconds

 372: 1.841605, 1.792769 avg loss, 0.000019 rate, 8.468819 seconds, 23808 images, 16.029981 hours left
Loaded: 0.000064 seconds

 373: 1.917031, 1.805196 avg loss, 0.000019 rate, 8.483839 seconds, 23872 images, 15.955033 hours left
Loaded: 0.000078 seconds

 374: 1.710949, 1.795771 avg loss, 0.000020 rate, 8.433492 seconds, 23936 images, 15.880960 hours left
Loaded: 0.000052 seconds

 375: 1.969318, 1.813126 avg loss, 0.000020 rate, 8.436853 seconds, 24000 images, 15.807098 hours left
Loaded: 0.000051 seconds

 376: 1.646429, 1.796456 avg loss, 0.000020 rate, 8.457317 seconds, 24064 images, 15.733986 hours left
Loaded: 0.000059 seconds

 377: 1.803015, 1.797112 avg loss, 0.000020 rate, 8.456835 seconds, 24128 images, 15.661786 hours left
Loaded: 0.000076 seconds

 378: 2.180653, 1.835466 avg loss, 0.000020 rate, 8.462396 seconds, 24192 images, 15.590280 hours left
Loaded: 0.000041 seconds

 379: 1.754002, 1.827320 avg loss, 0.000021 rate, 8.450626 seconds, 24256 images, 15.519522 hours left
Loaded: 0.000088 seconds

 380: 1.843010, 1.828889 avg loss, 0.000021 rate, 8.448902 seconds, 24320 images, 15.449329 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000059 seconds

 381: 1.648693, 1.810869 avg loss, 0.000021 rate, 18.291385 seconds, 24384 images, 15.379798 hours left
Loaded: 0.000084 seconds

 382: 1.843517, 1.814134 avg loss, 0.000021 rate, 18.838952 seconds, 24448 images, 15.409901 hours left
Loaded: 0.000057 seconds

 383: 1.661956, 1.798916 avg loss, 0.000022 rate, 18.852485 seconds, 24512 images, 15.445137 hours left
Loaded: 0.000068 seconds

 384: 1.850082, 1.804033 avg loss, 0.000022 rate, 18.856260 seconds, 24576 images, 15.480105 hours left
Loaded: 0.000057 seconds

 385: 1.657097, 1.789339 avg loss, 0.000022 rate, 18.835781 seconds, 24640 images, 15.514708 hours left
Loaded: 0.000100 seconds

 386: 1.583709, 1.768776 avg loss, 0.000022 rate, 18.826259 seconds, 24704 images, 15.548708 hours left
Loaded: 0.000074 seconds

 387: 1.408449, 1.732744 avg loss, 0.000022 rate, 18.840881 seconds, 24768 images, 15.582220 hours left
Loaded: 0.000067 seconds

 388: 1.449311, 1.704400 avg loss, 0.000023 rate, 18.825980 seconds, 24832 images, 15.615492 hours left
Loaded: 0.000072 seconds

 389: 1.876034, 1.721564 avg loss, 0.000023 rate, 18.816812 seconds, 24896 images, 15.648317 hours left
Loaded: 0.000090 seconds

 390: 1.628027, 1.712210 avg loss, 0.000023 rate, 18.839619 seconds, 24960 images, 15.680581 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 391: 1.520324, 1.693022 avg loss, 0.000023 rate, 8.206464 seconds, 25024 images, 15.712699 hours left
Loaded: 0.000053 seconds

 392: 1.713726, 1.695092 avg loss, 0.000024 rate, 8.422841 seconds, 25088 images, 15.637845 hours left
Loaded: 0.000046 seconds

 393: 1.573356, 1.682918 avg loss, 0.000024 rate, 8.451701 seconds, 25152 images, 15.565885 hours left
Loaded: 0.000075 seconds

 394: 1.766980, 1.691324 avg loss, 0.000024 rate, 8.459782 seconds, 25216 images, 15.494911 hours left
Loaded: 0.000069 seconds

 395: 1.976935, 1.719886 avg loss, 0.000024 rate, 8.463428 seconds, 25280 images, 15.424704 hours left
Loaded: 0.000043 seconds

 396: 1.684209, 1.716318 avg loss, 0.000025 rate, 8.455963 seconds, 25344 images, 15.355213 hours left
Loaded: 0.000073 seconds

 397: 1.631195, 1.707806 avg loss, 0.000025 rate, 8.451951 seconds, 25408 images, 15.286317 hours left
Loaded: 0.000047 seconds

 398: 1.892600, 1.726285 avg loss, 0.000025 rate, 8.450298 seconds, 25472 images, 15.218048 hours left
Loaded: 0.000056 seconds

 399: 1.817294, 1.735386 avg loss, 0.000025 rate, 8.448986 seconds, 25536 images, 15.150421 hours left
Loaded: 0.000061 seconds

 400: 1.498402, 1.711688 avg loss, 0.000026 rate, 8.476771 seconds, 25600 images, 15.083433 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000058 seconds

 401: 1.765192, 1.717038 avg loss, 0.000026 rate, 9.604120 seconds, 25664 images, 15.017370 hours left
Loaded: 0.000054 seconds

 402: 1.757092, 1.721044 avg loss, 0.000026 rate, 9.868286 seconds, 25728 images, 14.963213 hours left
Loaded: 0.000073 seconds

 403: 1.569962, 1.705935 avg loss, 0.000026 rate, 9.825591 seconds, 25792 images, 14.912213 hours left
Loaded: 0.000067 seconds

 404: 1.474291, 1.682771 avg loss, 0.000027 rate, 9.824697 seconds, 25856 images, 14.861276 hours left
Loaded: 0.000058 seconds

 405: 1.762887, 1.690783 avg loss, 0.000027 rate, 9.835390 seconds, 25920 images, 14.810804 hours left
Loaded: 0.000043 seconds

 406: 1.760193, 1.697724 avg loss, 0.000027 rate, 9.833116 seconds, 25984 images, 14.760917 hours left
Loaded: 0.000104 seconds

 407: 1.685297, 1.696481 avg loss, 0.000027 rate, 9.842366 seconds, 26048 images, 14.711478 hours left
Loaded: 0.000048 seconds

 408: 1.642275, 1.691060 avg loss, 0.000028 rate, 9.826773 seconds, 26112 images, 14.662598 hours left
Loaded: 0.000048 seconds

 409: 1.433187, 1.665273 avg loss, 0.000028 rate, 9.825028 seconds, 26176 images, 14.614025 hours left
Loaded: 0.000102 seconds

 410: 1.620148, 1.660760 avg loss, 0.000028 rate, 9.826953 seconds, 26240 images, 14.565893 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000040 seconds

 411: 1.823893, 1.677074 avg loss, 0.000029 rate, 18.275437 seconds, 26304 images, 14.518234 hours left
Loaded: 0.000348 seconds

 412: 1.668624, 1.676229 avg loss, 0.000029 rate, 18.842481 seconds, 26368 images, 14.555251 hours left
Loaded: 0.000084 seconds

 413: 1.599695, 1.668575 avg loss, 0.000029 rate, 18.831904 seconds, 26432 images, 14.597503 hours left
Loaded: 0.000079 seconds

 414: 1.517615, 1.653479 avg loss, 0.000029 rate, 18.826228 seconds, 26496 images, 14.639176 hours left
Loaded: 0.000072 seconds

 415: 1.577698, 1.645901 avg loss, 0.000030 rate, 18.827391 seconds, 26560 images, 14.680318 hours left
Loaded: 0.000069 seconds

 416: 1.544846, 1.635796 avg loss, 0.000030 rate, 18.859093 seconds, 26624 images, 14.721008 hours left
Loaded: 0.000109 seconds

 417: 1.535650, 1.625781 avg loss, 0.000030 rate, 18.826261 seconds, 26688 images, 14.761554 hours left
Loaded: 0.000050 seconds

 418: 1.973276, 1.660531 avg loss, 0.000031 rate, 18.841957 seconds, 26752 images, 14.801315 hours left
Loaded: 0.000069 seconds

 419: 1.652128, 1.659690 avg loss, 0.000031 rate, 18.847932 seconds, 26816 images, 14.840810 hours left
Loaded: 0.000105 seconds

 420: 1.392449, 1.632966 avg loss, 0.000031 rate, 18.830833 seconds, 26880 images, 14.879889 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000053 seconds

 421: 1.508437, 1.620513 avg loss, 0.000031 rate, 20.108912 seconds, 26944 images, 14.918356 hours left
Loaded: 0.000056 seconds

 422: 1.337494, 1.592211 avg loss, 0.000032 rate, 20.716531 seconds, 27008 images, 14.969092 hours left
Loaded: 0.000137 seconds

 423: 1.513379, 1.584328 avg loss, 0.000032 rate, 20.711030 seconds, 27072 images, 15.025304 hours left
Loaded: 0.000074 seconds

 424: 1.679538, 1.593849 avg loss, 0.000032 rate, 20.713525 seconds, 27136 images, 15.080856 hours left
Loaded: 0.000067 seconds

 425: 1.663426, 1.600807 avg loss, 0.000033 rate, 20.728692 seconds, 27200 images, 15.135811 hours left
Loaded: 0.000057 seconds

 426: 1.609603, 1.601686 avg loss, 0.000033 rate, 20.727626 seconds, 27264 images, 15.190303 hours left
Loaded: 0.000070 seconds

 427: 1.860912, 1.627609 avg loss, 0.000033 rate, 20.765585 seconds, 27328 images, 15.244182 hours left
Loaded: 0.000116 seconds

 428: 1.507882, 1.615636 avg loss, 0.000034 rate, 20.704733 seconds, 27392 images, 15.297842 hours left
Loaded: 0.000064 seconds

 429: 1.519894, 1.606062 avg loss, 0.000034 rate, 20.701004 seconds, 27456 images, 15.350304 hours left
Loaded: 0.000058 seconds

 430: 1.378438, 1.583300 avg loss, 0.000034 rate, 20.689338 seconds, 27520 images, 15.402147 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 431: 1.455864, 1.570556 avg loss, 0.000035 rate, 14.633540 seconds, 27584 images, 15.453298 hours left
Loaded: 0.000082 seconds

 432: 1.562840, 1.569784 avg loss, 0.000035 rate, 15.091491 seconds, 27648 images, 15.443844 hours left
Loaded: 0.000054 seconds

 433: 1.676761, 1.580482 avg loss, 0.000035 rate, 15.077405 seconds, 27712 images, 15.438983 hours left
Loaded: 0.000073 seconds

 434: 1.656748, 1.588109 avg loss, 0.000035 rate, 15.113640 seconds, 27776 images, 15.433989 hours left
Loaded: 0.000061 seconds

 435: 1.558535, 1.585151 avg loss, 0.000036 rate, 15.103555 seconds, 27840 images, 15.429362 hours left
Loaded: 0.000067 seconds

 436: 1.335533, 1.560189 avg loss, 0.000036 rate, 15.083356 seconds, 27904 images, 15.424640 hours left
Loaded: 0.000070 seconds

 437: 1.407559, 1.544926 avg loss, 0.000036 rate, 15.071542 seconds, 27968 images, 15.419723 hours left
Loaded: 0.000089 seconds

 438: 1.432879, 1.533722 avg loss, 0.000037 rate, 15.095677 seconds, 28032 images, 15.414696 hours left
Loaded: 0.000081 seconds

 439: 1.337762, 1.514126 avg loss, 0.000037 rate, 15.086613 seconds, 28096 images, 15.409917 hours left
Loaded: 0.000061 seconds

 440: 1.423864, 1.505100 avg loss, 0.000037 rate, 15.084760 seconds, 28160 images, 15.405053 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 441: 1.301694, 1.484759 avg loss, 0.000038 rate, 20.087552 seconds, 28224 images, 15.400180 hours left
Loaded: 0.000061 seconds

 442: 1.564426, 1.492726 avg loss, 0.000038 rate, 20.743571 seconds, 28288 images, 15.444770 hours left
Loaded: 0.000068 seconds

 443: 1.456097, 1.489063 avg loss, 0.000039 rate, 20.736331 seconds, 28352 images, 15.495341 hours left
Loaded: 0.000075 seconds

 444: 1.319983, 1.472155 avg loss, 0.000039 rate, 20.717006 seconds, 28416 images, 15.545277 hours left
Loaded: 0.000060 seconds

 445: 1.351543, 1.460094 avg loss, 0.000039 rate, 20.714743 seconds, 28480 images, 15.594465 hours left
Loaded: 0.000070 seconds

 446: 1.743456, 1.488430 avg loss, 0.000040 rate, 20.736076 seconds, 28544 images, 15.643082 hours left
Loaded: 0.000068 seconds

 447: 1.493597, 1.488947 avg loss, 0.000040 rate, 20.725171 seconds, 28608 images, 15.691366 hours left
Loaded: 0.000066 seconds

 448: 1.487644, 1.488816 avg loss, 0.000040 rate, 20.709318 seconds, 28672 images, 15.739002 hours left
Loaded: 0.000105 seconds

 449: 1.681268, 1.508062 avg loss, 0.000041 rate, 20.720385 seconds, 28736 images, 15.785946 hours left
Loaded: 0.000078 seconds

 450: 1.362503, 1.493506 avg loss, 0.000041 rate, 20.723113 seconds, 28800 images, 15.832474 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000067 seconds

 451: 1.756570, 1.519812 avg loss, 0.000041 rate, 14.622731 seconds, 28864 images, 15.878506 hours left
Loaded: 0.000072 seconds

 452: 1.771266, 1.544958 avg loss, 0.000042 rate, 15.091586 seconds, 28928 images, 15.863880 hours left
Loaded: 0.000072 seconds

 453: 1.501300, 1.540592 avg loss, 0.000042 rate, 15.082564 seconds, 28992 images, 15.853981 hours left
Loaded: 0.000067 seconds

 454: 1.488733, 1.535406 avg loss, 0.000042 rate, 15.068970 seconds, 29056 images, 15.844055 hours left
Loaded: 0.000051 seconds

 455: 1.614350, 1.543300 avg loss, 0.000043 rate, 15.055485 seconds, 29120 images, 15.834047 hours left
Loaded: 0.000111 seconds

 456: 1.386776, 1.527648 avg loss, 0.000043 rate, 15.091598 seconds, 29184 images, 15.823965 hours left
Loaded: 0.000082 seconds

 457: 1.540090, 1.528892 avg loss, 0.000044 rate, 15.101632 seconds, 29248 images, 15.814298 hours left
Loaded: 0.000148 seconds

 458: 1.466154, 1.522618 avg loss, 0.000044 rate, 15.052531 seconds, 29312 images, 15.804783 hours left
Loaded: 0.000067 seconds

 459: 1.366919, 1.507048 avg loss, 0.000044 rate, 15.096989 seconds, 29376 images, 15.794839 hours left
Loaded: 0.000070 seconds

 460: 1.305290, 1.486873 avg loss, 0.000045 rate, 15.056247 seconds, 29440 images, 15.785389 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 461: 1.760992, 1.514284 avg loss, 0.000045 rate, 9.561068 seconds, 29504 images, 15.775592 hours left
Loaded: 0.000054 seconds

 462: 1.550419, 1.517898 avg loss, 0.000046 rate, 9.824841 seconds, 29568 images, 15.711829 hours left
Loaded: 0.000091 seconds

 463: 1.555961, 1.521704 avg loss, 0.000046 rate, 9.825438 seconds, 29632 images, 15.651270 hours left
Loaded: 0.000047 seconds

 464: 1.665341, 1.536068 avg loss, 0.000046 rate, 9.849805 seconds, 29696 images, 15.591295 hours left
Loaded: 0.000052 seconds

 465: 1.695439, 1.552005 avg loss, 0.000047 rate, 9.850413 seconds, 29760 images, 15.532133 hours left
Loaded: 0.000063 seconds

 466: 1.472327, 1.544037 avg loss, 0.000047 rate, 9.816917 seconds, 29824 images, 15.473541 hours left
Loaded: 0.000065 seconds

 467: 1.526501, 1.542283 avg loss, 0.000048 rate, 9.852123 seconds, 29888 images, 15.415178 hours left
Loaded: 0.000045 seconds

 468: 1.571762, 1.545231 avg loss, 0.000048 rate, 9.830436 seconds, 29952 images, 15.357717 hours left
Loaded: 0.000081 seconds

 469: 1.711488, 1.561857 avg loss, 0.000048 rate, 9.820370 seconds, 30016 images, 15.300590 hours left
Loaded: 0.000072 seconds

 470: 1.277810, 1.533452 avg loss, 0.000049 rate, 9.836066 seconds, 30080 images, 15.243908 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 471: 1.597832, 1.539890 avg loss, 0.000049 rate, 9.557943 seconds, 30144 images, 15.187921 hours left
Loaded: 0.000113 seconds

 472: 1.449544, 1.530856 avg loss, 0.000050 rate, 9.836550 seconds, 30208 images, 15.129739 hours left
Loaded: 0.000087 seconds

 473: 1.284863, 1.506256 avg loss, 0.000050 rate, 9.825493 seconds, 30272 images, 15.074843 hours left
Loaded: 0.000052 seconds

 474: 1.689796, 1.524610 avg loss, 0.000050 rate, 9.828103 seconds, 30336 images, 15.020361 hours left
Loaded: 0.000057 seconds

 475: 1.638940, 1.536043 avg loss, 0.000051 rate, 9.819980 seconds, 30400 images, 14.966421 hours left
Loaded: 0.000050 seconds

 476: 1.356605, 1.518100 avg loss, 0.000051 rate, 9.844700 seconds, 30464 images, 14.912914 hours left
Loaded: 0.000085 seconds

 477: 1.414071, 1.507697 avg loss, 0.000052 rate, 9.825220 seconds, 30528 images, 14.860157 hours left
Loaded: 0.000055 seconds

 478: 1.568344, 1.513761 avg loss, 0.000052 rate, 9.834671 seconds, 30592 images, 14.807709 hours left
Loaded: 0.000075 seconds

 479: 1.529251, 1.515310 avg loss, 0.000053 rate, 9.843064 seconds, 30656 images, 14.755851 hours left
Loaded: 0.000063 seconds

 480: 1.673213, 1.531101 avg loss, 0.000053 rate, 9.833458 seconds, 30720 images, 14.704566 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 481: 1.480405, 1.526031 avg loss, 0.000054 rate, 18.340563 seconds, 30784 images, 14.653673 hours left
Loaded: 0.000085 seconds

 482: 1.488292, 1.522257 avg loss, 0.000054 rate, 18.854934 seconds, 30848 images, 14.686419 hours left
Loaded: 0.000074 seconds

 483: 1.362629, 1.506294 avg loss, 0.000054 rate, 18.807367 seconds, 30912 images, 14.723812 hours left
Loaded: 0.000063 seconds

 484: 1.302327, 1.485898 avg loss, 0.000055 rate, 18.859881 seconds, 30976 images, 14.760315 hours left
Loaded: 0.000071 seconds

 485: 1.307457, 1.468053 avg loss, 0.000055 rate, 18.829120 seconds, 31040 images, 14.796914 hours left
Loaded: 0.000084 seconds

 486: 1.721356, 1.493384 avg loss, 0.000056 rate, 18.866700 seconds, 31104 images, 14.832793 hours left
Loaded: 0.000076 seconds

 487: 1.293504, 1.473396 avg loss, 0.000056 rate, 18.818642 seconds, 31168 images, 14.868629 hours left
Loaded: 0.000063 seconds

 488: 1.297922, 1.455848 avg loss, 0.000057 rate, 18.848585 seconds, 31232 images, 14.903584 hours left
Loaded: 0.000348 seconds

 489: 1.040300, 1.414294 avg loss, 0.000057 rate, 18.832423 seconds, 31296 images, 14.938430 hours left
Loaded: 0.000063 seconds

 490: 1.303493, 1.403214 avg loss, 0.000058 rate, 18.848449 seconds, 31360 images, 14.972721 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 491: 1.623204, 1.425213 avg loss, 0.000058 rate, 9.546098 seconds, 31424 images, 15.006769 hours left
Loaded: 0.000072 seconds

 492: 1.643486, 1.447040 avg loss, 0.000059 rate, 9.818561 seconds, 31488 images, 14.949753 hours left
Loaded: 0.000050 seconds

 493: 1.432829, 1.445619 avg loss, 0.000059 rate, 9.841294 seconds, 31552 images, 14.895935 hours left
Loaded: 0.000050 seconds

 494: 1.657246, 1.466782 avg loss, 0.000060 rate, 9.827725 seconds, 31616 images, 14.842850 hours left
Loaded: 0.000059 seconds

 495: 1.623853, 1.482489 avg loss, 0.000060 rate, 9.837025 seconds, 31680 images, 14.790135 hours left
Loaded: 0.000051 seconds

 496: 1.364241, 1.470664 avg loss, 0.000061 rate, 9.830713 seconds, 31744 images, 14.738011 hours left
Loaded: 0.000056 seconds

 497: 1.228916, 1.446489 avg loss, 0.000061 rate, 9.840467 seconds, 31808 images, 14.686319 hours left
Loaded: 0.000076 seconds

 498: 1.300453, 1.431886 avg loss, 0.000062 rate, 9.844188 seconds, 31872 images, 14.635213 hours left
Loaded: 0.000076 seconds

 499: 1.505752, 1.439272 avg loss, 0.000062 rate, 9.825498 seconds, 31936 images, 14.584626 hours left
Loaded: 0.000049 seconds

 500: 1.422246, 1.437569 avg loss, 0.000063 rate, 9.819949 seconds, 32000 images, 14.534339 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000063 seconds

 501: 1.438787, 1.437691 avg loss, 0.000063 rate, 14.731919 seconds, 32064 images, 14.484471 hours left
Loaded: 0.000072 seconds

 502: 1.442953, 1.438218 avg loss, 0.000064 rate, 15.127836 seconds, 32128 images, 14.482816 hours left
Loaded: 0.000062 seconds

 503: 1.454528, 1.439849 avg loss, 0.000064 rate, 15.096360 seconds, 32192 images, 14.484982 hours left
Loaded: 0.000054 seconds

 504: 1.404129, 1.436277 avg loss, 0.000065 rate, 15.092772 seconds, 32256 images, 14.486781 hours left
Loaded: 0.000111 seconds

 505: 1.728340, 1.465483 avg loss, 0.000065 rate, 15.073278 seconds, 32320 images, 14.488487 hours left
Loaded: 0.000060 seconds

 506: 1.573574, 1.476292 avg loss, 0.000066 rate, 15.117931 seconds, 32384 images, 14.489942 hours left
Loaded: 0.000067 seconds

 507: 1.448541, 1.473517 avg loss, 0.000066 rate, 15.119038 seconds, 32448 images, 14.491774 hours left
Loaded: 0.000076 seconds

 508: 1.360140, 1.462179 avg loss, 0.000067 rate, 15.070254 seconds, 32512 images, 14.493556 hours left
Loaded: 0.000059 seconds

 509: 1.273355, 1.443297 avg loss, 0.000067 rate, 15.084576 seconds, 32576 images, 14.494805 hours left
Loaded: 0.000067 seconds

 510: 1.523776, 1.451345 avg loss, 0.000068 rate, 15.065951 seconds, 32640 images, 14.496139 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000048 seconds

 511: 1.274052, 1.433615 avg loss, 0.000068 rate, 15.855316 seconds, 32704 images, 14.497236 hours left
Loaded: 0.000057 seconds

 512: 1.347602, 1.425014 avg loss, 0.000069 rate, 16.321571 seconds, 32768 images, 14.505932 hours left
Loaded: 0.000067 seconds

 513: 1.431283, 1.425641 avg loss, 0.000069 rate, 16.313493 seconds, 32832 images, 14.519013 hours left
Loaded: 0.000059 seconds

 514: 1.380028, 1.421080 avg loss, 0.000070 rate, 16.323426 seconds, 32896 images, 14.531841 hours left
Loaded: 0.000053 seconds

 515: 1.389457, 1.417917 avg loss, 0.000070 rate, 16.316460 seconds, 32960 images, 14.544590 hours left
Loaded: 0.000053 seconds

 516: 1.487610, 1.424887 avg loss, 0.000071 rate, 16.317756 seconds, 33024 images, 14.557100 hours left
Loaded: 0.000077 seconds

 517: 1.409168, 1.423315 avg loss, 0.000071 rate, 16.262026 seconds, 33088 images, 14.569451 hours left
Loaded: 0.000085 seconds

 518: 1.456980, 1.426681 avg loss, 0.000072 rate, 16.314629 seconds, 33152 images, 14.581094 hours left
Loaded: 0.000082 seconds

 519: 1.186630, 1.402676 avg loss, 0.000073 rate, 16.322227 seconds, 33216 images, 14.593085 hours left
Loaded: 0.000053 seconds

 520: 1.489448, 1.411353 avg loss, 0.000073 rate, 16.330552 seconds, 33280 images, 14.604985 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000075 seconds

 521: 1.662105, 1.436429 avg loss, 0.000074 rate, 9.535884 seconds, 33344 images, 14.616801 hours left
Loaded: 0.000049 seconds

 522: 1.474950, 1.440281 avg loss, 0.000074 rate, 9.810525 seconds, 33408 images, 14.562790 hours left
Loaded: 0.000043 seconds

 523: 1.239337, 1.420186 avg loss, 0.000075 rate, 9.787528 seconds, 33472 images, 14.511945 hours left
Loaded: 0.000065 seconds

 524: 1.441762, 1.422344 avg loss, 0.000075 rate, 9.792688 seconds, 33536 images, 14.461360 hours left
Loaded: 0.000052 seconds

 525: 1.393070, 1.419417 avg loss, 0.000076 rate, 9.810337 seconds, 33600 images, 14.411303 hours left
Loaded: 0.000066 seconds

 526: 1.283320, 1.405807 avg loss, 0.000077 rate, 9.807144 seconds, 33664 images, 14.361890 hours left
Loaded: 0.000067 seconds

 527: 1.181376, 1.383364 avg loss, 0.000077 rate, 9.809705 seconds, 33728 images, 14.312913 hours left
Loaded: 0.000050 seconds

 528: 1.513210, 1.396348 avg loss, 0.000078 rate, 9.834985 seconds, 33792 images, 14.264423 hours left
Loaded: 0.000051 seconds

 529: 1.354187, 1.392132 avg loss, 0.000078 rate, 9.835192 seconds, 33856 images, 14.216635 hours left
Loaded: 0.000059 seconds

 530: 1.575568, 1.410476 avg loss, 0.000079 rate, 9.822691 seconds, 33920 images, 14.169299 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000060 seconds

 531: 1.254824, 1.394911 avg loss, 0.000080 rate, 12.232454 seconds, 33984 images, 14.122289 hours left
Loaded: 0.000061 seconds

 532: 1.198982, 1.375318 avg loss, 0.000080 rate, 12.637310 seconds, 34048 images, 14.098944 hours left
Loaded: 0.000066 seconds

 533: 1.226273, 1.360413 avg loss, 0.000081 rate, 12.649734 seconds, 34112 images, 14.079697 hours left
Loaded: 0.000051 seconds

 534: 1.139022, 1.338274 avg loss, 0.000081 rate, 12.653209 seconds, 34176 images, 14.060727 hours left
Loaded: 0.000047 seconds

 535: 1.319250, 1.336372 avg loss, 0.000082 rate, 12.638482 seconds, 34240 images, 14.041945 hours left
Loaded: 0.000073 seconds

 536: 1.368537, 1.339588 avg loss, 0.000083 rate, 12.644900 seconds, 34304 images, 14.023174 hours left
Loaded: 0.000046 seconds

 537: 1.324665, 1.338096 avg loss, 0.000083 rate, 12.645938 seconds, 34368 images, 14.004617 hours left
Loaded: 0.000101 seconds

 538: 1.371705, 1.341457 avg loss, 0.000084 rate, 12.661664 seconds, 34432 images, 13.986221 hours left
Loaded: 0.000059 seconds

 539: 1.136781, 1.320989 avg loss, 0.000084 rate, 12.633118 seconds, 34496 images, 13.968125 hours left
Loaded: 0.000089 seconds

 540: 1.220090, 1.310899 avg loss, 0.000085 rate, 12.645772 seconds, 34560 images, 13.949900 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 541: 1.215267, 1.301336 avg loss, 0.000086 rate, 20.172189 seconds, 34624 images, 13.931944 hours left
Loaded: 0.000057 seconds

 542: 1.217538, 1.292956 avg loss, 0.000086 rate, 20.738197 seconds, 34688 images, 13.986455 hours left
Loaded: 0.000071 seconds

 543: 1.391653, 1.302826 avg loss, 0.000087 rate, 20.717704 seconds, 34752 images, 14.045795 hours left
Loaded: 0.000061 seconds

 544: 1.348971, 1.307441 avg loss, 0.000088 rate, 20.734210 seconds, 34816 images, 14.104288 hours left
Loaded: 0.000058 seconds

 545: 1.218034, 1.298500 avg loss, 0.000088 rate, 20.723063 seconds, 34880 images, 14.162296 hours left
Loaded: 0.000077 seconds

 546: 1.152807, 1.283931 avg loss, 0.000089 rate, 20.725045 seconds, 34944 images, 14.219560 hours left
Loaded: 0.000062 seconds

 547: 1.288465, 1.284384 avg loss, 0.000090 rate, 20.722375 seconds, 35008 images, 14.276213 hours left
Loaded: 0.000082 seconds

 548: 1.314247, 1.287370 avg loss, 0.000090 rate, 20.724828 seconds, 35072 images, 14.332215 hours left
Loaded: 0.000058 seconds

 549: 1.253728, 1.284006 avg loss, 0.000091 rate, 20.731452 seconds, 35136 images, 14.387624 hours left
Loaded: 0.000062 seconds

 550: 1.446113, 1.300217 avg loss, 0.000092 rate, 20.744623 seconds, 35200 images, 14.442520 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000063 seconds

 551: 1.262145, 1.296410 avg loss, 0.000092 rate, 15.828556 seconds, 35264 images, 14.496900 hours left
Loaded: 0.000059 seconds

 552: 1.185257, 1.285294 avg loss, 0.000093 rate, 16.347021 seconds, 35328 images, 14.503580 hours left
Loaded: 0.000075 seconds

 553: 1.151143, 1.271879 avg loss, 0.000094 rate, 16.309411 seconds, 35392 images, 14.515116 hours left
Loaded: 0.000055 seconds

 554: 1.214525, 1.266144 avg loss, 0.000094 rate, 16.315635 seconds, 35456 images, 14.526130 hours left
Loaded: 0.000086 seconds

 555: 1.245861, 1.264115 avg loss, 0.000095 rate, 16.324535 seconds, 35520 images, 14.537050 hours left
Loaded: 0.000073 seconds

 556: 1.202698, 1.257974 avg loss, 0.000096 rate, 16.344464 seconds, 35584 images, 14.547907 hours left
Loaded: 0.000083 seconds

 557: 1.309246, 1.263101 avg loss, 0.000096 rate, 16.327855 seconds, 35648 images, 14.558793 hours left
Loaded: 0.000068 seconds

 558: 1.141375, 1.250928 avg loss, 0.000097 rate, 16.321683 seconds, 35712 images, 14.569366 hours left
Loaded: 0.000064 seconds

 559: 1.123535, 1.238189 avg loss, 0.000098 rate, 16.353569 seconds, 35776 images, 14.579730 hours left
Loaded: 0.000058 seconds

 560: 1.188860, 1.233256 avg loss, 0.000098 rate, 16.312012 seconds, 35840 images, 14.590249 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

 561: 1.153890, 1.225320 avg loss, 0.000099 rate, 11.078869 seconds, 35904 images, 14.600219 hours left
Loaded: 0.000056 seconds

 562: 1.245739, 1.227362 avg loss, 0.000100 rate, 11.441063 seconds, 35968 images, 14.560054 hours left
Loaded: 0.000066 seconds

 563: 1.292408, 1.233866 avg loss, 0.000100 rate, 11.435935 seconds, 36032 images, 14.523719 hours left
Loaded: 0.000056 seconds

 564: 1.098816, 1.220361 avg loss, 0.000101 rate, 11.426727 seconds, 36096 images, 14.487666 hours left
Loaded: 0.000068 seconds

 565: 1.069424, 1.205268 avg loss, 0.000102 rate, 11.430450 seconds, 36160 images, 14.451854 hours left
Loaded: 0.000065 seconds

 566: 1.360895, 1.220830 avg loss, 0.000103 rate, 11.430951 seconds, 36224 images, 14.416404 hours left
Loaded: 0.000066 seconds

 567: 1.304243, 1.229172 avg loss, 0.000103 rate, 11.432946 seconds, 36288 images, 14.381282 hours left
Loaded: 0.000070 seconds

 568: 1.399732, 1.246228 avg loss, 0.000104 rate, 11.423162 seconds, 36352 images, 14.346498 hours left
Loaded: 0.000060 seconds

 569: 1.080710, 1.229676 avg loss, 0.000105 rate, 11.440781 seconds, 36416 images, 14.311938 hours left
Loaded: 0.000051 seconds

 570: 1.154637, 1.222172 avg loss, 0.000106 rate, 11.447734 seconds, 36480 images, 14.277858 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

 571: 1.245468, 1.224502 avg loss, 0.000106 rate, 20.093081 seconds, 36544 images, 14.244154 hours left
Loaded: 0.000062 seconds

 572: 1.316073, 1.233659 avg loss, 0.000107 rate, 20.752992 seconds, 36608 images, 14.293102 hours left
Loaded: 0.000083 seconds

 573: 1.245358, 1.234829 avg loss, 0.000108 rate, 20.707902 seconds, 36672 images, 14.347788 hours left
Loaded: 0.000065 seconds

 574: 1.055792, 1.216925 avg loss, 0.000109 rate, 20.724555 seconds, 36736 images, 14.401442 hours left
Loaded: 0.000142 seconds

 575: 1.110523, 1.206285 avg loss, 0.000109 rate, 20.713690 seconds, 36800 images, 14.454659 hours left
Loaded: 0.000061 seconds

 576: 1.032053, 1.188862 avg loss, 0.000110 rate, 20.730342 seconds, 36864 images, 14.507184 hours left
Loaded: 0.000080 seconds

 577: 1.246609, 1.194636 avg loss, 0.000111 rate, 20.718431 seconds, 36928 images, 14.559289 hours left
Loaded: 0.000060 seconds

 578: 1.311158, 1.206289 avg loss, 0.000112 rate, 20.733181 seconds, 36992 images, 14.610696 hours left
Loaded: 0.000067 seconds

 579: 1.485686, 1.234228 avg loss, 0.000112 rate, 20.735355 seconds, 37056 images, 14.661672 hours left
Loaded: 0.000062 seconds

 580: 1.358999, 1.246705 avg loss, 0.000113 rate, 20.727128 seconds, 37120 images, 14.712102 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 581: 1.431536, 1.265188 avg loss, 0.000114 rate, 11.067055 seconds, 37184 images, 14.761892 hours left
Loaded: 0.000049 seconds

 582: 1.230039, 1.261673 avg loss, 0.000115 rate, 11.439142 seconds, 37248 images, 14.719382 hours left
Loaded: 0.000064 seconds

 583: 1.118164, 1.247322 avg loss, 0.000116 rate, 11.412259 seconds, 37312 images, 14.680799 hours left
Loaded: 0.000057 seconds

 584: 1.210999, 1.243690 avg loss, 0.000116 rate, 11.413003 seconds, 37376 images, 14.642316 hours left
Loaded: 0.000080 seconds

 585: 1.316820, 1.251003 avg loss, 0.000117 rate, 11.426128 seconds, 37440 images, 14.604193 hours left
Loaded: 0.000046 seconds

 586: 1.315990, 1.257502 avg loss, 0.000118 rate, 11.429960 seconds, 37504 images, 14.566544 hours left
Loaded: 0.000066 seconds

 587: 1.312157, 1.262967 avg loss, 0.000119 rate, 11.431874 seconds, 37568 images, 14.529275 hours left
Loaded: 0.000049 seconds

 588: 1.256110, 1.262282 avg loss, 0.000120 rate, 11.448075 seconds, 37632 images, 14.492366 hours left
Loaded: 0.000061 seconds

 589: 1.057863, 1.241840 avg loss, 0.000120 rate, 11.402946 seconds, 37696 images, 14.455947 hours left
Loaded: 0.000062 seconds

 590: 1.054978, 1.223154 avg loss, 0.000121 rate, 11.423696 seconds, 37760 images, 14.419434 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000052 seconds

 591: 1.422457, 1.243084 avg loss, 0.000122 rate, 8.210812 seconds, 37824 images, 14.383451 hours left
Loaded: 0.000058 seconds

 592: 1.166115, 1.235387 avg loss, 0.000123 rate, 8.456928 seconds, 37888 images, 14.317371 hours left
Loaded: 0.000071 seconds

 593: 1.256435, 1.237492 avg loss, 0.000124 rate, 8.452649 seconds, 37952 images, 14.254259 hours left
Loaded: 0.000044 seconds

 594: 1.294349, 1.243178 avg loss, 0.000124 rate, 8.462463 seconds, 38016 images, 14.191714 hours left
Loaded: 0.000058 seconds

 595: 1.340472, 1.252907 avg loss, 0.000125 rate, 8.480680 seconds, 38080 images, 14.129864 hours left
Loaded: 0.000061 seconds

 596: 1.174899, 1.245106 avg loss, 0.000126 rate, 8.449573 seconds, 38144 images, 14.068781 hours left
Loaded: 0.000050 seconds

 597: 1.487319, 1.269328 avg loss, 0.000127 rate, 8.456180 seconds, 38208 images, 14.007992 hours left
Loaded: 0.000051 seconds

 598: 1.178834, 1.260278 avg loss, 0.000128 rate, 8.456040 seconds, 38272 images, 13.947851 hours left
Loaded: 0.000056 seconds

 599: 1.189533, 1.253204 avg loss, 0.000129 rate, 8.454208 seconds, 38336 images, 13.888285 hours left
Loaded: 0.000098 seconds

 600: 1.329015, 1.260785 avg loss, 0.000130 rate, 8.458865 seconds, 38400 images, 13.829275 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 601: 1.068770, 1.241583 avg loss, 0.000130 rate, 15.969926 seconds, 38464 images, 13.770875 hours left
Loaded: 0.000060 seconds

 602: 1.135904, 1.231015 avg loss, 0.000131 rate, 16.335862 seconds, 38528 images, 13.783951 hours left
Loaded: 0.000068 seconds

 603: 1.289435, 1.236857 avg loss, 0.000132 rate, 16.322653 seconds, 38592 images, 13.800307 hours left
Loaded: 0.000088 seconds

 604: 1.237662, 1.236938 avg loss, 0.000133 rate, 16.355047 seconds, 38656 images, 13.816329 hours left
Loaded: 0.000072 seconds

 605: 1.238385, 1.237083 avg loss, 0.000134 rate, 16.380532 seconds, 38720 images, 13.832452 hours left
Loaded: 0.000067 seconds

 606: 1.260854, 1.239460 avg loss, 0.000135 rate, 16.359069 seconds, 38784 images, 13.848610 hours left
Loaded: 0.000071 seconds

 607: 1.300542, 1.245568 avg loss, 0.000136 rate, 16.303040 seconds, 38848 images, 13.864356 hours left
Loaded: 0.000080 seconds

 608: 1.361613, 1.257172 avg loss, 0.000137 rate, 16.308460 seconds, 38912 images, 13.879372 hours left
Loaded: 0.000075 seconds

 609: 1.385848, 1.270040 avg loss, 0.000138 rate, 16.346572 seconds, 38976 images, 13.894244 hours left
Loaded: 0.000060 seconds

 610: 1.214927, 1.264529 avg loss, 0.000138 rate, 16.327371 seconds, 39040 images, 13.909280 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000059 seconds

 611: 1.252406, 1.263316 avg loss, 0.000139 rate, 11.081965 seconds, 39104 images, 13.923939 hours left
Loaded: 0.000062 seconds

 612: 1.435765, 1.280561 avg loss, 0.000140 rate, 11.436997 seconds, 39168 images, 13.889027 hours left
Loaded: 0.000055 seconds

 613: 1.342068, 1.286712 avg loss, 0.000141 rate, 11.446137 seconds, 39232 images, 13.857774 hours left
Loaded: 0.000078 seconds

 614: 1.081222, 1.266163 avg loss, 0.000142 rate, 11.417170 seconds, 39296 images, 13.826889 hours left
Loaded: 0.000052 seconds

 615: 1.107434, 1.250290 avg loss, 0.000143 rate, 11.413398 seconds, 39360 images, 13.796008 hours left
Loaded: 0.000046 seconds

 616: 1.175653, 1.242826 avg loss, 0.000144 rate, 11.444491 seconds, 39424 images, 13.765368 hours left
Loaded: 0.000074 seconds

 617: 1.081546, 1.226698 avg loss, 0.000145 rate, 11.438732 seconds, 39488 images, 13.735296 hours left
Loaded: 0.000079 seconds

 618: 1.233644, 1.227393 avg loss, 0.000146 rate, 11.424502 seconds, 39552 images, 13.705438 hours left
Loaded: 0.000047 seconds

 619: 1.137283, 1.218382 avg loss, 0.000147 rate, 11.446897 seconds, 39616 images, 13.675713 hours left
Loaded: 0.000050 seconds

 620: 1.118052, 1.208349 avg loss, 0.000148 rate, 11.424639 seconds, 39680 images, 13.646465 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

 621: 1.275898, 1.215104 avg loss, 0.000149 rate, 9.605369 seconds, 39744 images, 13.617267 hours left
Loaded: 0.000048 seconds

 622: 1.167650, 1.210358 avg loss, 0.000150 rate, 9.833001 seconds, 39808 images, 13.571255 hours left
Loaded: 0.000058 seconds

 623: 1.006496, 1.189972 avg loss, 0.000151 rate, 9.825704 seconds, 39872 images, 13.527811 hours left
Loaded: 0.000080 seconds

 624: 1.301783, 1.201153 avg loss, 0.000152 rate, 9.827247 seconds, 39936 images, 13.484706 hours left
Loaded: 0.000050 seconds

 625: 1.150461, 1.196084 avg loss, 0.000153 rate, 9.849283 seconds, 40000 images, 13.442020 hours left
Loaded: 0.000065 seconds

 626: 1.180286, 1.194504 avg loss, 0.000154 rate, 9.841234 seconds, 40064 images, 13.399939 hours left
Loaded: 0.000066 seconds

 627: 1.170175, 1.192071 avg loss, 0.000155 rate, 9.827378 seconds, 40128 images, 13.358176 hours left
Loaded: 0.000045 seconds

 628: 1.209828, 1.193847 avg loss, 0.000156 rate, 9.859618 seconds, 40192 images, 13.316674 hours left
Loaded: 0.000052 seconds

 629: 1.206388, 1.195101 avg loss, 0.000157 rate, 9.849290 seconds, 40256 images, 13.275862 hours left
Loaded: 0.000067 seconds

 630: 1.099154, 1.185506 avg loss, 0.000158 rate, 9.834336 seconds, 40320 images, 13.235334 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000065 seconds

 631: 1.306676, 1.197623 avg loss, 0.000159 rate, 11.089588 seconds, 40384 images, 13.195044 hours left
Loaded: 0.000046 seconds

 632: 1.090835, 1.186944 avg loss, 0.000160 rate, 11.421027 seconds, 40448 images, 13.166876 hours left
Loaded: 0.000082 seconds

 633: 1.223533, 1.190603 avg loss, 0.000161 rate, 11.423041 seconds, 40512 images, 13.142060 hours left
Loaded: 0.000057 seconds

 634: 1.016648, 1.173208 avg loss, 0.000162 rate, 11.417175 seconds, 40576 images, 13.117480 hours left
Loaded: 0.000056 seconds

 635: 1.120349, 1.167922 avg loss, 0.000163 rate, 11.396092 seconds, 40640 images, 13.093059 hours left
Loaded: 0.000056 seconds

 636: 1.061330, 1.157263 avg loss, 0.000164 rate, 11.436129 seconds, 40704 images, 13.068652 hours left
Loaded: 0.000076 seconds

 637: 1.068443, 1.148381 avg loss, 0.000165 rate, 11.431394 seconds, 40768 images, 13.044833 hours left
Loaded: 0.000060 seconds

 638: 1.180774, 1.151620 avg loss, 0.000166 rate, 11.436851 seconds, 40832 images, 13.021175 hours left
Loaded: 0.000090 seconds

 639: 1.169596, 1.153418 avg loss, 0.000167 rate, 11.424693 seconds, 40896 images, 12.997774 hours left
Loaded: 0.000066 seconds

 640: 1.105607, 1.148636 avg loss, 0.000168 rate, 11.408373 seconds, 40960 images, 12.974462 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 641: 1.054308, 1.139204 avg loss, 0.000169 rate, 20.206209 seconds, 41024 images, 12.951198 hours left
Loaded: 0.000073 seconds

 642: 1.187622, 1.144045 avg loss, 0.000170 rate, 20.736590 seconds, 41088 images, 13.010225 hours left
Loaded: 0.000064 seconds

 643: 1.093166, 1.138958 avg loss, 0.000171 rate, 20.717858 seconds, 41152 images, 13.073552 hours left
Loaded: 0.000066 seconds

 644: 0.938917, 1.118953 avg loss, 0.000172 rate, 20.735817 seconds, 41216 images, 13.136024 hours left
Loaded: 0.000060 seconds

 645: 1.020390, 1.109097 avg loss, 0.000173 rate, 20.744649 seconds, 41280 images, 13.197971 hours left
Loaded: 0.000076 seconds

 646: 1.414089, 1.139596 avg loss, 0.000174 rate, 20.729221 seconds, 41344 images, 13.259323 hours left
Loaded: 0.000072 seconds

 647: 1.079848, 1.133621 avg loss, 0.000175 rate, 20.708307 seconds, 41408 images, 13.319860 hours left
Loaded: 0.000070 seconds

 648: 1.136321, 1.133891 avg loss, 0.000176 rate, 20.705845 seconds, 41472 images, 13.379540 hours left
Loaded: 0.000078 seconds

 649: 1.136615, 1.134164 avg loss, 0.000177 rate, 20.724942 seconds, 41536 images, 13.438542 hours left
Loaded: 0.000065 seconds

 650: 0.994575, 1.120205 avg loss, 0.000179 rate, 20.734681 seconds, 41600 images, 13.497074 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

 651: 1.198834, 1.128068 avg loss, 0.000180 rate, 12.282132 seconds, 41664 images, 13.555055 hours left
Loaded: 0.000071 seconds

 652: 1.042014, 1.119462 avg loss, 0.000181 rate, 12.671976 seconds, 41728 images, 13.533765 hours left
Loaded: 0.000052 seconds

 653: 1.285613, 1.136077 avg loss, 0.000182 rate, 12.678909 seconds, 41792 images, 13.516280 hours left
Loaded: 0.000066 seconds

 654: 0.986554, 1.121125 avg loss, 0.000183 rate, 12.641692 seconds, 41856 images, 13.498999 hours left
Loaded: 0.000053 seconds

 655: 0.891142, 1.098127 avg loss, 0.000184 rate, 12.658833 seconds, 41920 images, 13.481509 hours left
Loaded: 0.000071 seconds

 656: 1.219602, 1.110274 avg loss, 0.000185 rate, 12.652093 seconds, 41984 images, 13.464319 hours left
Loaded: 0.000054 seconds

 657: 1.260572, 1.125304 avg loss, 0.000186 rate, 12.663623 seconds, 42048 images, 13.447202 hours left
Loaded: 0.000069 seconds

 658: 1.114694, 1.124243 avg loss, 0.000187 rate, 12.661736 seconds, 42112 images, 13.430328 hours left
Loaded: 0.000050 seconds

 659: 1.240701, 1.135889 avg loss, 0.000189 rate, 12.662583 seconds, 42176 images, 13.413571 hours left
Loaded: 0.000065 seconds

 660: 1.001432, 1.122443 avg loss, 0.000190 rate, 12.660660 seconds, 42240 images, 13.396954 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 661: 1.250723, 1.135271 avg loss, 0.000191 rate, 15.804631 seconds, 42304 images, 13.380450 hours left
Loaded: 0.000075 seconds

 662: 1.022009, 1.123945 avg loss, 0.000192 rate, 16.285367 seconds, 42368 images, 13.393236 hours left
Loaded: 0.000089 seconds

 663: 1.120337, 1.123584 avg loss, 0.000193 rate, 16.321308 seconds, 42432 images, 13.410308 hours left
Loaded: 0.000092 seconds

 664: 1.020748, 1.113300 avg loss, 0.000194 rate, 16.344310 seconds, 42496 images, 13.427498 hours left
Loaded: 0.000093 seconds

 665: 1.149120, 1.116882 avg loss, 0.000196 rate, 16.385690 seconds, 42560 images, 13.444684 hours left
Loaded: 0.000061 seconds

 666: 0.975598, 1.102754 avg loss, 0.000197 rate, 16.352938 seconds, 42624 images, 13.462035 hours left
Loaded: 0.000096 seconds

 667: 1.001511, 1.092630 avg loss, 0.000198 rate, 16.290924 seconds, 42688 images, 13.478864 hours left
Loaded: 0.000060 seconds

 668: 1.093638, 1.092731 avg loss, 0.000199 rate, 16.310107 seconds, 42752 images, 13.494905 hours left
Loaded: 0.000062 seconds

 669: 1.078728, 1.091330 avg loss, 0.000200 rate, 16.293019 seconds, 42816 images, 13.510918 hours left
Loaded: 0.000060 seconds

 670: 1.196887, 1.101886 avg loss, 0.000202 rate, 16.354050 seconds, 42880 images, 13.526569 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 671: 1.122249, 1.103922 avg loss, 0.000203 rate, 9.562247 seconds, 42944 images, 13.542581 hours left
Loaded: 0.000067 seconds

 672: 1.145877, 1.108118 avg loss, 0.000204 rate, 9.835556 seconds, 43008 images, 13.495583 hours left
Loaded: 0.000057 seconds

 673: 1.112818, 1.108588 avg loss, 0.000205 rate, 9.839139 seconds, 43072 images, 13.451554 hours left
Loaded: 0.000071 seconds

 674: 1.198246, 1.117554 avg loss, 0.000206 rate, 9.855616 seconds, 43136 images, 13.407971 hours left
Loaded: 0.000046 seconds

 675: 1.179915, 1.123790 avg loss, 0.000208 rate, 9.825126 seconds, 43200 images, 13.364950 hours left
Loaded: 0.000075 seconds

 676: 1.088006, 1.120211 avg loss, 0.000209 rate, 9.834733 seconds, 43264 images, 13.322048 hours left
Loaded: 0.000052 seconds

 677: 0.948250, 1.103015 avg loss, 0.000210 rate, 9.835245 seconds, 43328 images, 13.279638 hours left
Loaded: 0.000069 seconds

 678: 1.027444, 1.095458 avg loss, 0.000211 rate, 9.828930 seconds, 43392 images, 13.237630 hours left
Loaded: 0.000071 seconds

 679: 1.079368, 1.093849 avg loss, 0.000213 rate, 9.851398 seconds, 43456 images, 13.195956 hours left
Loaded: 0.000338 seconds

 680: 0.864027, 1.070867 avg loss, 0.000214 rate, 9.837105 seconds, 43520 images, 13.154878 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 681: 1.028842, 1.066664 avg loss, 0.000215 rate, 20.103385 seconds, 43584 images, 13.114055 hours left
Loaded: 0.000069 seconds

 682: 1.076006, 1.067598 avg loss, 0.000216 rate, 20.744970 seconds, 43648 images, 13.168260 hours left
Loaded: 0.000070 seconds

 683: 1.068296, 1.067668 avg loss, 0.000218 rate, 20.735725 seconds, 43712 images, 13.227779 hours left
Loaded: 0.000086 seconds

 684: 0.954708, 1.056372 avg loss, 0.000219 rate, 20.713171 seconds, 43776 images, 13.286561 hours left
Loaded: 0.000064 seconds

 685: 1.287303, 1.079465 avg loss, 0.000220 rate, 20.719256 seconds, 43840 images, 13.344490 hours left
Loaded: 0.000064 seconds

 686: 1.159758, 1.087494 avg loss, 0.000221 rate, 20.712043 seconds, 43904 images, 13.401838 hours left
Loaded: 0.000068 seconds

 687: 1.210102, 1.099755 avg loss, 0.000223 rate, 20.739381 seconds, 43968 images, 13.458489 hours left
Loaded: 0.000082 seconds

 688: 1.096054, 1.099385 avg loss, 0.000224 rate, 20.742406 seconds, 44032 images, 13.514767 hours left
Loaded: 0.000068 seconds

 689: 1.038520, 1.093299 avg loss, 0.000225 rate, 20.712797 seconds, 44096 images, 13.570452 hours left
Loaded: 0.000064 seconds

 690: 0.983638, 1.082332 avg loss, 0.000227 rate, 20.710540 seconds, 44160 images, 13.625251 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000062 seconds

 691: 1.067505, 1.080850 avg loss, 0.000228 rate, 14.594607 seconds, 44224 images, 13.679423 hours left
Loaded: 0.000070 seconds

 692: 1.015736, 1.074338 avg loss, 0.000229 rate, 15.055683 seconds, 44288 images, 13.676781 hours left
Loaded: 0.000065 seconds

 693: 1.081680, 1.075072 avg loss, 0.000231 rate, 15.078848 seconds, 44352 images, 13.678361 hours left
Loaded: 0.000051 seconds

 694: 0.989849, 1.066550 avg loss, 0.000232 rate, 15.066903 seconds, 44416 images, 13.680097 hours left
Loaded: 0.000055 seconds

 695: 1.012174, 1.061113 avg loss, 0.000233 rate, 15.117133 seconds, 44480 images, 13.681663 hours left
Loaded: 0.000049 seconds

 696: 0.914713, 1.046473 avg loss, 0.000235 rate, 15.072369 seconds, 44544 images, 13.683633 hours left
Loaded: 0.000083 seconds

 697: 1.265934, 1.068419 avg loss, 0.000236 rate, 15.100663 seconds, 44608 images, 13.685130 hours left
Loaded: 0.000055 seconds

 698: 1.120937, 1.073671 avg loss, 0.000237 rate, 15.082964 seconds, 44672 images, 13.686830 hours left
Loaded: 0.000039 seconds

 699: 1.093396, 1.075643 avg loss, 0.000239 rate, 15.110949 seconds, 44736 images, 13.688308 hours left
Loaded: 0.000041 seconds

 700: 0.998505, 1.067929 avg loss, 0.000240 rate, 15.103471 seconds, 44800 images, 13.689987 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000057 seconds

 701: 1.090499, 1.070186 avg loss, 0.000241 rate, 8.289845 seconds, 44864 images, 13.691538 hours left
Loaded: 0.000135 seconds

 702: 1.070524, 1.070220 avg loss, 0.000243 rate, 8.475640 seconds, 44928 images, 13.630594 hours left
Loaded: 0.000109 seconds

 703: 1.146451, 1.077843 avg loss, 0.000244 rate, 8.454353 seconds, 44992 images, 13.571938 hours left
Loaded: 0.000042 seconds

 704: 1.062980, 1.076357 avg loss, 0.000246 rate, 8.469151 seconds, 45056 images, 13.513650 hours left
Loaded: 0.000051 seconds

 705: 1.069318, 1.075653 avg loss, 0.000247 rate, 8.477273 seconds, 45120 images, 13.456055 hours left
Loaded: 0.000040 seconds

 706: 1.097097, 1.077797 avg loss, 0.000248 rate, 8.467209 seconds, 45184 images, 13.399088 hours left
Loaded: 0.000043 seconds

 707: 1.210201, 1.091038 avg loss, 0.000250 rate, 8.454361 seconds, 45248 images, 13.342575 hours left
Loaded: 0.000063 seconds

 708: 0.973939, 1.079328 avg loss, 0.000251 rate, 8.459973 seconds, 45312 images, 13.286486 hours left
Loaded: 0.000040 seconds

 709: 0.989917, 1.070387 avg loss, 0.000253 rate, 8.458561 seconds, 45376 images, 13.230985 hours left
Loaded: 0.000063 seconds

 710: 1.126695, 1.076018 avg loss, 0.000254 rate, 8.443995 seconds, 45440 images, 13.176004 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 711: 1.201705, 1.088586 avg loss, 0.000256 rate, 15.839178 seconds, 45504 images, 13.121415 hours left
Loaded: 0.000065 seconds

 712: 1.138993, 1.093627 avg loss, 0.000257 rate, 16.353917 seconds, 45568 images, 13.134912 hours left
Loaded: 0.000075 seconds

 713: 1.012468, 1.085511 avg loss, 0.000258 rate, 16.310656 seconds, 45632 images, 13.152932 hours left
Loaded: 0.000055 seconds

 714: 1.092543, 1.086214 avg loss, 0.000260 rate, 16.372174 seconds, 45696 images, 13.170338 hours left
Loaded: 0.000099 seconds

 715: 1.013594, 1.078952 avg loss, 0.000261 rate, 16.266033 seconds, 45760 images, 13.188079 hours left
Loaded: 0.000061 seconds

 716: 1.132243, 1.084281 avg loss, 0.000263 rate, 16.296926 seconds, 45824 images, 13.204629 hours left
Loaded: 0.000101 seconds

 717: 0.918283, 1.067682 avg loss, 0.000264 rate, 16.277611 seconds, 45888 images, 13.221250 hours left
Loaded: 0.000134 seconds

 718: 1.004387, 1.061352 avg loss, 0.000266 rate, 16.336296 seconds, 45952 images, 13.237485 hours left
Loaded: 0.000102 seconds

 719: 1.090901, 1.064307 avg loss, 0.000267 rate, 16.320741 seconds, 46016 images, 13.254046 hours left
Loaded: 0.000047 seconds

 720: 1.065706, 1.064447 avg loss, 0.000269 rate, 16.328594 seconds, 46080 images, 13.270254 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 721: 1.031613, 1.061164 avg loss, 0.000270 rate, 6.779626 seconds, 46144 images, 13.286341 hours left
Loaded: 0.000053 seconds

 722: 1.288287, 1.083876 avg loss, 0.000272 rate, 6.981634 seconds, 46208 images, 13.215231 hours left
Loaded: 0.000044 seconds

 723: 1.010009, 1.076489 avg loss, 0.000273 rate, 6.991663 seconds, 46272 images, 13.146653 hours left
Loaded: 0.000039 seconds

 724: 1.177503, 1.086591 avg loss, 0.000275 rate, 6.993469 seconds, 46336 images, 13.078833 hours left
Loaded: 0.000045 seconds

 725: 1.233504, 1.101282 avg loss, 0.000276 rate, 6.992401 seconds, 46400 images, 13.011687 hours left
Loaded: 0.000058 seconds

 726: 1.176586, 1.108812 avg loss, 0.000278 rate, 6.986713 seconds, 46464 images, 12.945184 hours left
Loaded: 0.000038 seconds

 727: 1.061390, 1.104070 avg loss, 0.000279 rate, 7.005169 seconds, 46528 images, 12.879275 hours left
Loaded: 0.000064 seconds

 728: 1.102067, 1.103870 avg loss, 0.000281 rate, 6.983859 seconds, 46592 images, 12.814174 hours left
Loaded: 0.000040 seconds

 729: 1.258288, 1.119312 avg loss, 0.000282 rate, 6.992251 seconds, 46656 images, 12.749511 hours left
Loaded: 0.000046 seconds

 730: 1.074334, 1.114814 avg loss, 0.000284 rate, 6.984371 seconds, 46720 images, 12.685551 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 731: 1.129582, 1.116291 avg loss, 0.000286 rate, 9.542960 seconds, 46784 images, 12.622139 hours left
Loaded: 0.000072 seconds

 732: 1.090398, 1.113702 avg loss, 0.000287 rate, 9.823138 seconds, 46848 images, 12.582576 hours left
Loaded: 0.000050 seconds

 733: 0.970429, 1.099374 avg loss, 0.000289 rate, 9.826810 seconds, 46912 images, 12.545926 hours left
Loaded: 0.000047 seconds

 734: 1.036045, 1.093041 avg loss, 0.000290 rate, 9.819736 seconds, 46976 images, 12.509647 hours left
Loaded: 0.000049 seconds

 735: 1.076632, 1.091401 avg loss, 0.000292 rate, 9.843329 seconds, 47040 images, 12.473640 hours left
Loaded: 0.000053 seconds

 736: 0.896343, 1.071895 avg loss, 0.000293 rate, 9.846087 seconds, 47104 images, 12.438180 hours left
Loaded: 0.000045 seconds

 737: 1.115503, 1.076256 avg loss, 0.000295 rate, 9.833672 seconds, 47168 images, 12.403072 hours left
Loaded: 0.000047 seconds

 738: 1.174333, 1.086063 avg loss, 0.000297 rate, 9.823608 seconds, 47232 images, 12.368175 hours left
Loaded: 0.000042 seconds

 739: 1.140435, 1.091501 avg loss, 0.000298 rate, 9.848402 seconds, 47296 images, 12.333509 hours left
Loaded: 0.000044 seconds

 740: 1.124326, 1.094783 avg loss, 0.000300 rate, 9.831022 seconds, 47360 images, 12.299387 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000048 seconds

 741: 1.058669, 1.091172 avg loss, 0.000301 rate, 20.113118 seconds, 47424 images, 12.265421 hours left
Loaded: 0.000054 seconds

 742: 1.075857, 1.089640 avg loss, 0.000303 rate, 20.736448 seconds, 47488 images, 12.324849 hours left
Loaded: 0.000066 seconds

 743: 1.015562, 1.082232 avg loss, 0.000305 rate, 20.720002 seconds, 47552 images, 12.389267 hours left
Loaded: 0.000058 seconds

 744: 0.871969, 1.061206 avg loss, 0.000306 rate, 20.735428 seconds, 47616 images, 12.452835 hours left
Loaded: 0.000069 seconds

 745: 1.079231, 1.063009 avg loss, 0.000308 rate, 20.713247 seconds, 47680 images, 12.515850 hours left
Loaded: 0.000060 seconds

 746: 1.012144, 1.057922 avg loss, 0.000310 rate, 20.705200 seconds, 47744 images, 12.577977 hours left
Loaded: 0.000118 seconds

 747: 1.170053, 1.069135 avg loss, 0.000311 rate, 20.731252 seconds, 47808 images, 12.639352 hours left
Loaded: 0.000066 seconds

 748: 1.019881, 1.064210 avg loss, 0.000313 rate, 20.711697 seconds, 47872 images, 12.700291 hours left
Loaded: 0.000067 seconds

 749: 1.085250, 1.066314 avg loss, 0.000315 rate, 20.724895 seconds, 47936 images, 12.760386 hours left
Loaded: 0.000065 seconds

 750: 0.834805, 1.043163 avg loss, 0.000316 rate, 20.705737 seconds, 48000 images, 12.819943 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

 751: 1.118514, 1.050698 avg loss, 0.000318 rate, 11.070946 seconds, 48064 images, 12.878680 hours left
Loaded: 0.000084 seconds

 752: 1.193496, 1.064978 avg loss, 0.000320 rate, 11.420392 seconds, 48128 images, 12.849811 hours left
Loaded: 0.000053 seconds

 753: 0.942671, 1.052747 avg loss, 0.000321 rate, 11.419271 seconds, 48192 images, 12.824354 hours left
Loaded: 0.000088 seconds

 754: 0.931070, 1.040580 avg loss, 0.000323 rate, 11.421525 seconds, 48256 images, 12.799108 hours left
Loaded: 0.000044 seconds

 755: 1.100088, 1.046530 avg loss, 0.000325 rate, 11.445712 seconds, 48320 images, 12.774104 hours left
Loaded: 0.000062 seconds

 756: 1.122079, 1.054085 avg loss, 0.000327 rate, 11.433153 seconds, 48384 images, 12.749536 hours left
Loaded: 0.000064 seconds

 757: 1.026070, 1.051284 avg loss, 0.000328 rate, 11.445887 seconds, 48448 images, 12.725069 hours left
Loaded: 0.000044 seconds

 758: 0.923327, 1.038488 avg loss, 0.000330 rate, 11.442701 seconds, 48512 images, 12.700930 hours left
Loaded: 0.000064 seconds

 759: 1.070967, 1.041736 avg loss, 0.000332 rate, 11.419006 seconds, 48576 images, 12.676971 hours left
Loaded: 0.000077 seconds

 760: 1.121193, 1.049682 avg loss, 0.000334 rate, 11.429445 seconds, 48640 images, 12.653008 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 761: 1.336935, 1.078407 avg loss, 0.000335 rate, 22.267325 seconds, 48704 images, 12.629358 hours left
Loaded: 0.000073 seconds

 762: 0.968645, 1.067431 avg loss, 0.000337 rate, 22.905418 seconds, 48768 images, 12.703411 hours left
Loaded: 0.000055 seconds

 763: 1.166394, 1.077327 avg loss, 0.000339 rate, 22.923052 seconds, 48832 images, 12.782402 hours left
Loaded: 0.000052 seconds

 764: 0.995973, 1.069192 avg loss, 0.000341 rate, 22.913557 seconds, 48896 images, 12.860697 hours left
Loaded: 0.000089 seconds

 765: 1.087933, 1.071066 avg loss, 0.000342 rate, 22.937155 seconds, 48960 images, 12.938060 hours left
Loaded: 0.000062 seconds

 766: 0.979898, 1.061949 avg loss, 0.000344 rate, 22.893637 seconds, 49024 images, 13.014798 hours left
Loaded: 0.000063 seconds

 767: 0.927931, 1.048547 avg loss, 0.000346 rate, 22.902958 seconds, 49088 images, 13.090314 hours left
Loaded: 0.000088 seconds

 768: 1.070220, 1.050714 avg loss, 0.000348 rate, 22.915935 seconds, 49152 images, 13.165095 hours left
Loaded: 0.000064 seconds

 769: 0.921052, 1.037748 avg loss, 0.000350 rate, 22.929794 seconds, 49216 images, 13.239182 hours left
Loaded: 0.000075 seconds

 770: 1.067471, 1.040720 avg loss, 0.000352 rate, 22.899724 seconds, 49280 images, 13.312587 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 771: 1.180427, 1.054691 avg loss, 0.000353 rate, 9.552128 seconds, 49344 images, 13.384926 hours left
Loaded: 0.000071 seconds

 772: 0.958203, 1.045042 avg loss, 0.000355 rate, 9.849519 seconds, 49408 images, 13.336756 hours left
Loaded: 0.000064 seconds

 773: 1.108755, 1.051414 avg loss, 0.000357 rate, 9.831576 seconds, 49472 images, 13.291709 hours left
Loaded: 0.000046 seconds

 774: 1.014796, 1.047752 avg loss, 0.000359 rate, 9.843640 seconds, 49536 images, 13.246924 hours left
Loaded: 0.000057 seconds

 775: 1.006103, 1.043587 avg loss, 0.000361 rate, 9.824741 seconds, 49600 images, 13.202668 hours left
Loaded: 0.000045 seconds

 776: 1.003039, 1.039532 avg loss, 0.000363 rate, 9.839492 seconds, 49664 images, 13.158657 hours left
Loaded: 0.000040 seconds

 777: 1.021244, 1.037704 avg loss, 0.000364 rate, 9.855357 seconds, 49728 images, 13.115191 hours left
Loaded: 0.000044 seconds

 778: 1.026091, 1.036542 avg loss, 0.000366 rate, 9.839967 seconds, 49792 images, 13.072275 hours left
Loaded: 0.000066 seconds

 779: 1.050196, 1.037907 avg loss, 0.000368 rate, 9.830481 seconds, 49856 images, 13.029622 hours left
Loaded: 0.000057 seconds

 780: 1.132429, 1.047360 avg loss, 0.000370 rate, 9.842032 seconds, 49920 images, 12.987285 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000039 seconds

 781: 1.057289, 1.048353 avg loss, 0.000372 rate, 20.089483 seconds, 49984 images, 12.945446 hours left
Loaded: 0.000057 seconds

 782: 0.908826, 1.034400 avg loss, 0.000374 rate, 20.741043 seconds, 50048 images, 12.995645 hours left
Loaded: 0.000100 seconds

 783: 1.064249, 1.037385 avg loss, 0.000376 rate, 20.714945 seconds, 50112 images, 13.051093 hours left
Loaded: 0.000063 seconds

 784: 1.163103, 1.049957 avg loss, 0.000378 rate, 20.735950 seconds, 50176 images, 13.105707 hours left
Loaded: 0.000096 seconds

 785: 1.111775, 1.056139 avg loss, 0.000380 rate, 20.718587 seconds, 50240 images, 13.159894 hours left
Loaded: 0.000064 seconds

 786: 0.948406, 1.045365 avg loss, 0.000382 rate, 20.720834 seconds, 50304 images, 13.213327 hours left
Loaded: 0.000062 seconds

 787: 1.129454, 1.053774 avg loss, 0.000384 rate, 20.707090 seconds, 50368 images, 13.266187 hours left
Loaded: 0.000056 seconds

 788: 0.942817, 1.042678 avg loss, 0.000386 rate, 20.663887 seconds, 50432 images, 13.318339 hours left
Loaded: 0.000060 seconds

 789: 0.920912, 1.030502 avg loss, 0.000388 rate, 20.659628 seconds, 50496 images, 13.369525 hours left
Loaded: 0.000065 seconds

 790: 0.903459, 1.017797 avg loss, 0.000390 rate, 20.698493 seconds, 50560 images, 13.420105 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 791: 1.091686, 1.025186 avg loss, 0.000391 rate, 8.213347 seconds, 50624 images, 13.470469 hours left
Loaded: 0.000059 seconds

 792: 0.947140, 1.017382 avg loss, 0.000393 rate, 8.443438 seconds, 50688 images, 13.408979 hours left
Loaded: 0.000048 seconds

 793: 0.960377, 1.011681 avg loss, 0.000395 rate, 8.460332 seconds, 50752 images, 13.350132 hours left
Loaded: 0.000048 seconds

 794: 0.901264, 1.000639 avg loss, 0.000397 rate, 8.443150 seconds, 50816 images, 13.292001 hours left
Loaded: 0.000055 seconds

 795: 1.079605, 1.008536 avg loss, 0.000399 rate, 8.454410 seconds, 50880 images, 13.234275 hours left
Loaded: 0.000045 seconds

 796: 0.952878, 1.002970 avg loss, 0.000401 rate, 8.456690 seconds, 50944 images, 13.177202 hours left
Loaded: 0.000045 seconds

 797: 0.983433, 1.001016 avg loss, 0.000403 rate, 8.469222 seconds, 51008 images, 13.120698 hours left
Loaded: 0.000062 seconds

 798: 1.046798, 1.005595 avg loss, 0.000406 rate, 8.456351 seconds, 51072 images, 13.064846 hours left
Loaded: 0.000042 seconds

 799: 1.095957, 1.014631 avg loss, 0.000408 rate, 8.441311 seconds, 51136 images, 13.009415 hours left
Loaded: 0.000065 seconds

 800: 1.080403, 1.021208 avg loss, 0.000410 rate, 8.453900 seconds, 51200 images, 12.954381 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 801: 0.905437, 1.009631 avg loss, 0.000412 rate, 18.355518 seconds, 51264 images, 12.899986 hours left
Loaded: 0.000078 seconds

 802: 1.070596, 1.015728 avg loss, 0.000414 rate, 18.867867 seconds, 51328 images, 12.934098 hours left
Loaded: 0.000059 seconds

 803: 0.964400, 1.010595 avg loss, 0.000416 rate, 18.856461 seconds, 51392 images, 12.972370 hours left
Loaded: 0.000051 seconds

 804: 1.076790, 1.017215 avg loss, 0.000418 rate, 18.869260 seconds, 51456 images, 13.010105 hours left
Loaded: 0.000064 seconds

 805: 1.058772, 1.021370 avg loss, 0.000420 rate, 18.867588 seconds, 51520 images, 13.047523 hours left
Loaded: 0.000053 seconds

 806: 0.951442, 1.014377 avg loss, 0.000422 rate, 18.857805 seconds, 51584 images, 13.084501 hours left
Loaded: 0.000070 seconds

 807: 0.873457, 1.000286 avg loss, 0.000424 rate, 18.880600 seconds, 51648 images, 13.120975 hours left
Loaded: 0.000053 seconds

 809: 1.018712, 0.980758 avg loss, 0.000428 rate, 18.875707 seconds, 51776 images, 13.192686 hours left
Loaded: 0.000105 seconds

 810: 0.997345, 0.982417 avg loss, 0.000430 rate, 18.854908 seconds, 51840 images, 13.228081 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000057 seconds

 811: 1.144635, 0.998639 avg loss, 0.000433 rate, 20.246424 seconds, 51904 images, 13.262880 hours left
Loaded: 0.000042 seconds

 812: 0.910557, 0.989831 avg loss, 0.000435 rate, 20.734473 seconds, 51968 images, 13.309603 hours left
Loaded: 0.000055 seconds

 813: 0.923700, 0.983218 avg loss, 0.000437 rate, 20.738748 seconds, 52032 images, 13.360125 hours left
Loaded: 0.000055 seconds

 814: 1.118388, 0.996735 avg loss, 0.000439 rate, 20.757710 seconds, 52096 images, 13.410121 hours left
Loaded: 0.000050 seconds

 815: 1.011365, 0.998198 avg loss, 0.000441 rate, 20.743003 seconds, 52160 images, 13.459729 hours left
Loaded: 0.000049 seconds

 816: 0.915313, 0.989909 avg loss, 0.000443 rate, 20.746523 seconds, 52224 images, 13.508652 hours left
Loaded: 0.000064 seconds

 817: 1.111611, 1.002079 avg loss, 0.000446 rate, 20.750774 seconds, 52288 images, 13.557060 hours left
Loaded: 0.000063 seconds

 818: 1.024702, 1.004342 avg loss, 0.000448 rate, 20.749936 seconds, 52352 images, 13.604964 hours left
Loaded: 0.000057 seconds

 819: 0.955504, 0.999458 avg loss, 0.000450 rate, 20.752990 seconds, 52416 images, 13.652324 hours left
Loaded: 0.000051 seconds

 820: 1.040254, 1.003538 avg loss, 0.000452 rate, 20.719621 seconds, 52480 images, 13.699179 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 821: 0.942357, 0.997419 avg loss, 0.000454 rate, 8.226463 seconds, 52544 images, 13.745213 hours left
Loaded: 0.000060 seconds

 822: 1.178529, 1.015530 avg loss, 0.000457 rate, 8.456502 seconds, 52608 images, 13.680408 hours left
Loaded: 0.000042 seconds

 823: 0.865613, 1.000539 avg loss, 0.000459 rate, 8.447946 seconds, 52672 images, 13.618258 hours left
Loaded: 0.000054 seconds

 824: 0.991922, 0.999677 avg loss, 0.000461 rate, 8.467267 seconds, 52736 images, 13.556633 hours left
Loaded: 0.000085 seconds

 825: 0.994001, 0.999109 avg loss, 0.000463 rate, 8.479001 seconds, 52800 images, 13.495769 hours left
Loaded: 0.000057 seconds

 826: 1.065454, 1.005744 avg loss, 0.000466 rate, 8.464035 seconds, 52864 images, 13.435595 hours left
Loaded: 0.000079 seconds

 827: 1.083793, 1.013549 avg loss, 0.000468 rate, 8.452536 seconds, 52928 images, 13.375866 hours left
Loaded: 0.000061 seconds

 828: 0.900084, 1.002202 avg loss, 0.000470 rate, 8.458355 seconds, 52992 images, 13.316611 hours left
Loaded: 0.000042 seconds

 829: 0.945949, 0.996577 avg loss, 0.000472 rate, 8.475723 seconds, 53056 images, 13.257975 hours left
Loaded: 0.000046 seconds

 830: 1.046172, 1.001536 avg loss, 0.000475 rate, 8.457998 seconds, 53120 images, 13.200055 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000063 seconds

 831: 1.112555, 1.012638 avg loss, 0.000477 rate, 6.766472 seconds, 53184 images, 13.142534 hours left
Loaded: 0.000037 seconds

 832: 1.063501, 1.017725 avg loss, 0.000479 rate, 6.992187 seconds, 53248 images, 13.070675 hours left
Loaded: 0.000049 seconds

 833: 0.798199, 0.995772 avg loss, 0.000481 rate, 6.984954 seconds, 53312 images, 13.001503 hours left
Loaded: 0.000071 seconds

 834: 0.997050, 0.995900 avg loss, 0.000484 rate, 6.978751 seconds, 53376 images, 12.932938 hours left
Loaded: 0.000041 seconds

 835: 1.092201, 1.005530 avg loss, 0.000486 rate, 6.994113 seconds, 53440 images, 12.864986 hours left
Loaded: 0.000037 seconds

 836: 1.117413, 1.016718 avg loss, 0.000488 rate, 6.979853 seconds, 53504 images, 12.797828 hours left
Loaded: 0.000038 seconds

 837: 0.864067, 1.001453 avg loss, 0.000491 rate, 6.984255 seconds, 53568 images, 12.731198 hours left
Loaded: 0.000041 seconds

 838: 1.039943, 1.005302 avg loss, 0.000493 rate, 7.000016 seconds, 53632 images, 12.665253 hours left
Loaded: 0.000043 seconds

 839: 1.079058, 1.012678 avg loss, 0.000496 rate, 6.982484 seconds, 53696 images, 12.600088 hours left
Loaded: 0.000041 seconds

 840: 0.999238, 1.011334 avg loss, 0.000498 rate, 6.976691 seconds, 53760 images, 12.535400 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000041 seconds

 841: 0.917272, 1.001927 avg loss, 0.000500 rate, 8.207895 seconds, 53824 images, 12.471288 hours left
Loaded: 0.000083 seconds

 842: 0.965647, 0.998299 avg loss, 0.000503 rate, 8.462942 seconds, 53888 images, 12.418604 hours left
Loaded: 0.000040 seconds

 843: 1.040088, 1.002478 avg loss, 0.000505 rate, 8.451792 seconds, 53952 images, 12.368659 hours left
Loaded: 0.000049 seconds

 844: 0.979364, 1.000167 avg loss, 0.000507 rate, 8.453171 seconds, 54016 images, 12.319093 hours left
Loaded: 0.000058 seconds

 845: 0.834016, 0.983552 avg loss, 0.000510 rate, 8.456026 seconds, 54080 images, 12.270012 hours left
Loaded: 0.000047 seconds

 846: 0.973228, 0.982519 avg loss, 0.000512 rate, 8.476248 seconds, 54144 images, 12.221422 hours left
Loaded: 0.000052 seconds

 847: 0.995631, 0.983831 avg loss, 0.000515 rate, 8.453705 seconds, 54208 images, 12.173472 hours left
Loaded: 0.000062 seconds

 848: 0.983238, 0.983771 avg loss, 0.000517 rate, 8.463738 seconds, 54272 images, 12.125780 hours left
Loaded: 0.000039 seconds

 849: 0.810430, 0.966437 avg loss, 0.000520 rate, 8.490557 seconds, 54336 images, 12.078630 hours left
Loaded: 0.000043 seconds

 850: 1.000508, 0.969844 avg loss, 0.000522 rate, 8.440761 seconds, 54400 images, 12.032162 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000073 seconds

 851: 0.964798, 0.969339 avg loss, 0.000524 rate, 11.081679 seconds, 54464 images, 11.985700 hours left
Loaded: 0.000043 seconds

 852: 0.798398, 0.952245 avg loss, 0.000527 rate, 11.438048 seconds, 54528 images, 11.962781 hours left
Loaded: 0.000057 seconds

 853: 0.938510, 0.950872 avg loss, 0.000529 rate, 11.428201 seconds, 54592 images, 11.943175 hours left
Loaded: 0.000052 seconds

 854: 0.973864, 0.953171 avg loss, 0.000532 rate, 11.429351 seconds, 54656 images, 11.923648 hours left
Loaded: 0.000084 seconds

 855: 1.014136, 0.959268 avg loss, 0.000534 rate, 11.447902 seconds, 54720 images, 11.904295 hours left
Loaded: 0.000057 seconds

 856: 0.932764, 0.956617 avg loss, 0.000537 rate, 11.417925 seconds, 54784 images, 11.885265 hours left
Loaded: 0.000072 seconds

 857: 0.881578, 0.949113 avg loss, 0.000539 rate, 11.419969 seconds, 54848 images, 11.866133 hours left
Loaded: 0.000047 seconds

 858: 1.071214, 0.961323 avg loss, 0.000542 rate, 11.453854 seconds, 54912 images, 11.847176 hours left
Loaded: 0.000056 seconds

 859: 0.991076, 0.964299 avg loss, 0.000544 rate, 11.452061 seconds, 54976 images, 11.828674 hours left
Loaded: 0.000043 seconds

 860: 0.965783, 0.964447 avg loss, 0.000547 rate, 11.435280 seconds, 55040 images, 11.810309 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000073 seconds

 861: 0.947871, 0.962789 avg loss, 0.000550 rate, 15.902863 seconds, 55104 images, 11.791971 hours left
Loaded: 0.000052 seconds

 862: 0.893103, 0.955821 avg loss, 0.000552 rate, 16.328729 seconds, 55168 images, 11.812720 hours left
Loaded: 0.000066 seconds

 863: 1.112762, 0.971515 avg loss, 0.000555 rate, 16.338178 seconds, 55232 images, 11.836928 hours left
Loaded: 0.000054 seconds

 864: 1.031518, 0.977515 avg loss, 0.000557 rate, 16.390203 seconds, 55296 images, 11.860931 hours left
Loaded: 0.000053 seconds

 865: 0.963613, 0.976125 avg loss, 0.000560 rate, 16.390191 seconds, 55360 images, 11.885101 hours left
Loaded: 0.000046 seconds

 866: 0.941996, 0.972712 avg loss, 0.000562 rate, 16.313652 seconds, 55424 images, 11.908984 hours left
Loaded: 0.000041 seconds

 867: 1.011705, 0.976611 avg loss, 0.000565 rate, 16.325470 seconds, 55488 images, 11.931916 hours left
Loaded: 0.000053 seconds

 868: 0.824735, 0.961424 avg loss, 0.000568 rate, 16.312810 seconds, 55552 images, 11.954676 hours left
Loaded: 0.000046 seconds

 869: 0.945113, 0.959793 avg loss, 0.000570 rate, 16.390156 seconds, 55616 images, 11.977053 hours left
Loaded: 0.000072 seconds

 870: 0.895159, 0.953329 avg loss, 0.000573 rate, 16.345788 seconds, 55680 images, 11.999835 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000067 seconds

 871: 0.805986, 0.938595 avg loss, 0.000576 rate, 14.634708 seconds, 55744 images, 12.021959 hours left
Loaded: 0.000077 seconds

 872: 0.873881, 0.932124 avg loss, 0.000578 rate, 15.105117 seconds, 55808 images, 12.028942 hours left
Loaded: 0.000069 seconds

 873: 1.048025, 0.943714 avg loss, 0.000581 rate, 15.073102 seconds, 55872 images, 12.039902 hours left
Loaded: 0.000041 seconds

 874: 0.862296, 0.935572 avg loss, 0.000584 rate, 15.104889 seconds, 55936 images, 12.050432 hours left
Loaded: 0.000043 seconds

 875: 1.017909, 0.943806 avg loss, 0.000586 rate, 15.085490 seconds, 56000 images, 12.061092 hours left
Loaded: 0.000043 seconds

 876: 1.049933, 0.954418 avg loss, 0.000589 rate, 15.081200 seconds, 56064 images, 12.071434 hours left
Loaded: 0.000049 seconds

 877: 0.903237, 0.949300 avg loss, 0.000592 rate, 15.086077 seconds, 56128 images, 12.081594 hours left
Loaded: 0.000047 seconds

 878: 0.859317, 0.940302 avg loss, 0.000594 rate, 15.078415 seconds, 56192 images, 12.091652 hours left
Loaded: 0.000044 seconds

 879: 0.857317, 0.932003 avg loss, 0.000597 rate, 15.083846 seconds, 56256 images, 12.101502 hours left
Loaded: 0.000045 seconds

 880: 0.839268, 0.922730 avg loss, 0.000600 rate, 15.079783 seconds, 56320 images, 12.111258 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 881: 0.973922, 0.927849 avg loss, 0.000602 rate, 8.242227 seconds, 56384 images, 12.120840 hours left
Loaded: 0.000057 seconds

 882: 0.872729, 0.922337 avg loss, 0.000605 rate, 8.460615 seconds, 56448 images, 12.071046 hours left
Loaded: 0.000040 seconds

 883: 0.972053, 0.927309 avg loss, 0.000608 rate, 8.464152 seconds, 56512 images, 12.023617 hours left
Loaded: 0.000038 seconds

 884: 0.967561, 0.931334 avg loss, 0.000611 rate, 8.472446 seconds, 56576 images, 11.976669 hours left
Loaded: 0.000042 seconds

 885: 1.015849, 0.939785 avg loss, 0.000613 rate, 8.459877 seconds, 56640 images, 11.930239 hours left
Loaded: 0.000053 seconds

 886: 0.807934, 0.926600 avg loss, 0.000616 rate, 8.460154 seconds, 56704 images, 11.884141 hours left
Loaded: 0.000056 seconds

 887: 0.975056, 0.931446 avg loss, 0.000619 rate, 8.471285 seconds, 56768 images, 11.838482 hours left
Loaded: 0.000051 seconds

 888: 0.808473, 0.919149 avg loss, 0.000622 rate, 8.452910 seconds, 56832 images, 11.793353 hours left
Loaded: 0.000044 seconds

 889: 0.907388, 0.917973 avg loss, 0.000625 rate, 8.487470 seconds, 56896 images, 11.748496 hours left
Loaded: 0.000039 seconds

 890: 1.041531, 0.930328 avg loss, 0.000627 rate, 8.481515 seconds, 56960 images, 11.704359 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 891: 0.915590, 0.928855 avg loss, 0.000630 rate, 20.132197 seconds, 57024 images, 11.660590 hours left
Loaded: 0.000088 seconds

 892: 1.087108, 0.944680 avg loss, 0.000633 rate, 20.733478 seconds, 57088 images, 11.717851 hours left
Loaded: 0.000062 seconds

 893: 0.966955, 0.946907 avg loss, 0.000636 rate, 20.715825 seconds, 57152 images, 11.779674 hours left
Loaded: 0.000050 seconds

 894: 0.899876, 0.942204 avg loss, 0.000639 rate, 20.734190 seconds, 57216 images, 11.840669 hours left
Loaded: 0.000089 seconds

 895: 0.936944, 0.941678 avg loss, 0.000642 rate, 20.736351 seconds, 57280 images, 11.901156 hours left
Loaded: 0.000056 seconds

 896: 1.052470, 0.952757 avg loss, 0.000645 rate, 20.740146 seconds, 57344 images, 11.960998 hours left
Loaded: 0.000067 seconds

 897: 0.983298, 0.955812 avg loss, 0.000647 rate, 20.707505 seconds, 57408 images, 12.020217 hours left
Loaded: 0.000058 seconds

 898: 0.893675, 0.949598 avg loss, 0.000650 rate, 20.737182 seconds, 57472 images, 12.078505 hours left
Loaded: 0.000411 seconds

 899: 0.932081, 0.947846 avg loss, 0.000653 rate, 20.683758 seconds, 57536 images, 12.136408 hours left
Loaded: 0.000057 seconds

 900: 1.007805, 0.953842 avg loss, 0.000656 rate, 20.756154 seconds, 57600 images, 12.193218 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 901: 1.023843, 0.960842 avg loss, 0.000659 rate, 11.080524 seconds, 57664 images, 12.250022 hours left
Loaded: 0.000052 seconds

 902: 0.874619, 0.952220 avg loss, 0.000662 rate, 11.427672 seconds, 57728 images, 12.222909 hours left
Loaded: 0.000059 seconds

 903: 0.996402, 0.956638 avg loss, 0.000665 rate, 11.353619 seconds, 57792 images, 12.199025 hours left
Loaded: 0.000060 seconds

 904: 0.854775, 0.946452 avg loss, 0.000668 rate, 11.355122 seconds, 57856 images, 12.174710 hours left
Loaded: 0.000042 seconds

 905: 1.166866, 0.968493 avg loss, 0.000671 rate, 11.350371 seconds, 57920 images, 12.150620 hours left
Loaded: 0.000044 seconds

 906: 0.835389, 0.955183 avg loss, 0.000674 rate, 11.340842 seconds, 57984 images, 12.126698 hours left
Loaded: 0.000047 seconds

 907: 0.984948, 0.958159 avg loss, 0.000677 rate, 11.351187 seconds, 58048 images, 12.102903 hours left
Loaded: 0.000108 seconds

 908: 0.952599, 0.957603 avg loss, 0.000680 rate, 11.344557 seconds, 58112 images, 12.079402 hours left
Loaded: 0.000058 seconds

 909: 0.919504, 0.953793 avg loss, 0.000683 rate, 11.322460 seconds, 58176 images, 12.056048 hours left
Loaded: 0.000047 seconds

 910: 1.000847, 0.958499 avg loss, 0.000686 rate, 11.341656 seconds, 58240 images, 12.032706 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000072 seconds

 911: 0.894079, 0.952057 avg loss, 0.000689 rate, 8.158713 seconds, 58304 images, 12.009731 hours left
Loaded: 0.000042 seconds

 912: 0.872734, 0.944124 avg loss, 0.000692 rate, 8.410626 seconds, 58368 images, 11.959643 hours left
Loaded: 0.000039 seconds

 913: 0.979853, 0.947697 avg loss, 0.000695 rate, 8.413640 seconds, 58432 images, 11.912194 hours left
Loaded: 0.000078 seconds

 914: 1.151713, 0.968099 avg loss, 0.000698 rate, 8.415480 seconds, 58496 images, 11.865222 hours left
Loaded: 0.000042 seconds

 915: 0.909285, 0.962218 avg loss, 0.000701 rate, 8.396937 seconds, 58560 images, 11.818713 hours left
Loaded: 0.000060 seconds

 916: 0.939303, 0.959926 avg loss, 0.000704 rate, 8.427184 seconds, 58624 images, 11.772486 hours left
Loaded: 0.000047 seconds

 917: 0.842804, 0.948214 avg loss, 0.000707 rate, 8.410184 seconds, 58688 images, 11.726957 hours left
Loaded: 0.000039 seconds

 918: 0.881271, 0.941519 avg loss, 0.000710 rate, 8.416783 seconds, 58752 images, 11.681714 hours left
Loaded: 0.000046 seconds

 919: 0.931488, 0.940516 avg loss, 0.000713 rate, 8.412744 seconds, 58816 images, 11.636956 hours left
Loaded: 0.000065 seconds

 920: 1.077234, 0.954188 avg loss, 0.000716 rate, 8.394287 seconds, 58880 images, 11.592592 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000066 seconds

 921: 0.929754, 0.951745 avg loss, 0.000720 rate, 8.151844 seconds, 58944 images, 11.548486 hours left
Loaded: 0.000039 seconds

 922: 0.912147, 0.947785 avg loss, 0.000723 rate, 8.410409 seconds, 59008 images, 11.502725 hours left
Loaded: 0.000062 seconds

 923: 1.026026, 0.955609 avg loss, 0.000726 rate, 8.390135 seconds, 59072 images, 11.459609 hours left
Loaded: 0.000061 seconds

 924: 0.904063, 0.950454 avg loss, 0.000729 rate, 8.413085 seconds, 59136 images, 11.416728 hours left
Loaded: 0.000047 seconds

 925: 0.835604, 0.938969 avg loss, 0.000732 rate, 8.397846 seconds, 59200 images, 11.374448 hours left
Loaded: 0.000043 seconds

 926: 0.877714, 0.932844 avg loss, 0.000735 rate, 8.407386 seconds, 59264 images, 11.332439 hours left
Loaded: 0.000042 seconds

 927: 0.915090, 0.931068 avg loss, 0.000738 rate, 8.373335 seconds, 59328 images, 11.290907 hours left
Loaded: 0.000044 seconds

 928: 0.964915, 0.934453 avg loss, 0.000742 rate, 8.415643 seconds, 59392 images, 11.249476 hours left
Loaded: 0.000039 seconds

 929: 0.847908, 0.925799 avg loss, 0.000745 rate, 8.408372 seconds, 59456 images, 11.208798 hours left
Loaded: 0.000040 seconds

 930: 0.913637, 0.924582 avg loss, 0.000748 rate, 8.387829 seconds, 59520 images, 11.168440 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000063 seconds

 931: 0.998556, 0.931980 avg loss, 0.000751 rate, 9.440865 seconds, 59584 images, 11.128288 hours left
Loaded: 0.000042 seconds

 932: 1.054422, 0.944224 avg loss, 0.000755 rate, 9.748830 seconds, 59648 images, 11.097491 hours left
Loaded: 0.000042 seconds

 933: 0.721859, 0.921987 avg loss, 0.000758 rate, 9.741080 seconds, 59712 images, 11.069600 hours left
Loaded: 0.000073 seconds

 934: 0.907961, 0.920585 avg loss, 0.000761 rate, 9.772328 seconds, 59776 images, 11.041896 hours left
Loaded: 0.000048 seconds

 935: 1.028175, 0.931344 avg loss, 0.000764 rate, 9.750401 seconds, 59840 images, 11.014708 hours left
Loaded: 0.000038 seconds

 936: 0.824912, 0.920701 avg loss, 0.000768 rate, 9.749968 seconds, 59904 images, 10.987577 hours left
Loaded: 0.000041 seconds

 937: 0.912558, 0.919886 avg loss, 0.000771 rate, 9.769635 seconds, 59968 images, 10.960687 hours left
Loaded: 0.000047 seconds

 938: 1.012007, 0.929098 avg loss, 0.000774 rate, 9.770432 seconds, 60032 images, 10.934206 hours left
Loaded: 0.000071 seconds

 939: 0.911499, 0.927339 avg loss, 0.000777 rate, 9.760475 seconds, 60096 images, 10.907969 hours left
Loaded: 0.000048 seconds

 940: 0.896748, 0.924279 avg loss, 0.000781 rate, 9.755862 seconds, 60160 images, 10.881884 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000061 seconds

 941: 1.049160, 0.936768 avg loss, 0.000784 rate, 15.754038 seconds, 60224 images, 10.855992 hours left
Loaded: 0.000060 seconds

 942: 0.911001, 0.934191 avg loss, 0.000787 rate, 16.249767 seconds, 60288 images, 10.881302 hours left
Loaded: 0.000063 seconds

 943: 0.911332, 0.931905 avg loss, 0.000791 rate, 16.197345 seconds, 60352 images, 10.910525 hours left
Loaded: 0.000077 seconds

 944: 0.807464, 0.919461 avg loss, 0.000794 rate, 16.253536 seconds, 60416 images, 10.938965 hours left
Loaded: 0.000067 seconds

 945: 0.824139, 0.909929 avg loss, 0.000797 rate, 16.230966 seconds, 60480 images, 10.967553 hours left
Loaded: 0.000048 seconds

 946: 0.853722, 0.904308 avg loss, 0.000801 rate, 16.253424 seconds, 60544 images, 10.995619 hours left
Loaded: 0.000084 seconds

 947: 0.682702, 0.882147 avg loss, 0.000804 rate, 16.180986 seconds, 60608 images, 11.023549 hours left
Loaded: 0.000078 seconds

 948: 0.912054, 0.885138 avg loss, 0.000808 rate, 16.288098 seconds, 60672 images, 11.050541 hours left
Loaded: 0.000073 seconds

 949: 1.040972, 0.900722 avg loss, 0.000811 rate, 16.211814 seconds, 60736 images, 11.078125 hours left
Loaded: 0.000055 seconds

 950: 1.102997, 0.920949 avg loss, 0.000815 rate, 16.238087 seconds, 60800 images, 11.104741 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000048 seconds

 951: 0.870286, 0.915883 avg loss, 0.000818 rate, 12.231235 seconds, 60864 images, 11.131273 hours left
Loaded: 0.000056 seconds

 952: 0.938630, 0.918157 avg loss, 0.000821 rate, 12.608093 seconds, 60928 images, 11.123556 hours left
Loaded: 0.000045 seconds

 953: 0.867624, 0.913104 avg loss, 0.000825 rate, 12.608260 seconds, 60992 images, 11.119073 hours left
Loaded: 0.000044 seconds

 954: 0.899292, 0.911723 avg loss, 0.000828 rate, 12.596829 seconds, 61056 images, 11.114599 hours left
Loaded: 0.000044 seconds

 955: 0.959048, 0.916456 avg loss, 0.000832 rate, 12.594746 seconds, 61120 images, 11.110039 hours left
Loaded: 0.000041 seconds

 956: 0.844326, 0.909243 avg loss, 0.000835 rate, 12.596699 seconds, 61184 images, 11.105471 hours left
Loaded: 0.000050 seconds

 957: 0.752097, 0.893528 avg loss, 0.000839 rate, 12.603959 seconds, 61248 images, 11.100931 hours left
Loaded: 0.000062 seconds

 958: 0.864705, 0.890646 avg loss, 0.000842 rate, 12.591436 seconds, 61312 images, 11.096463 hours left
Loaded: 0.000043 seconds

 959: 0.917278, 0.893309 avg loss, 0.000846 rate, 12.582861 seconds, 61376 images, 11.091900 hours left
Loaded: 0.000040 seconds

 960: 0.896780, 0.893656 avg loss, 0.000849 rate, 12.587452 seconds, 61440 images, 11.087274 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 961: 0.867892, 0.891080 avg loss, 0.000853 rate, 9.460709 seconds, 61504 images, 11.082697 hours left
Loaded: 0.000050 seconds

 962: 0.757435, 0.877715 avg loss, 0.000856 rate, 9.732741 seconds, 61568 images, 11.051737 hours left
Loaded: 0.000039 seconds

 963: 0.876528, 0.877596 avg loss, 0.000860 rate, 9.785402 seconds, 61632 images, 11.023357 hours left
Loaded: 0.000039 seconds

 964: 0.867559, 0.876593 avg loss, 0.000864 rate, 9.736558 seconds, 61696 images, 10.995677 hours left
Loaded: 0.000054 seconds

 965: 1.042020, 0.893135 avg loss, 0.000867 rate, 9.745016 seconds, 61760 images, 10.967835 hours left
Loaded: 0.000042 seconds

 966: 1.033746, 0.907196 avg loss, 0.000871 rate, 9.751652 seconds, 61824 images, 10.940316 hours left
Loaded: 0.000040 seconds

 967: 1.018960, 0.918373 avg loss, 0.000874 rate, 9.754686 seconds, 61888 images, 10.913100 hours left
Loaded: 0.000052 seconds

 968: 0.854162, 0.911952 avg loss, 0.000878 rate, 9.752768 seconds, 61952 images, 10.886155 hours left
Loaded: 0.000040 seconds

 969: 0.941716, 0.914928 avg loss, 0.000882 rate, 9.750840 seconds, 62016 images, 10.859436 hours left
Loaded: 0.000053 seconds

 970: 0.800712, 0.903507 avg loss, 0.000885 rate, 9.753991 seconds, 62080 images, 10.832940 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 971: 0.927042, 0.905860 avg loss, 0.000889 rate, 12.202961 seconds, 62144 images, 10.806709 hours left
Loaded: 0.000044 seconds

 972: 1.056310, 0.920905 avg loss, 0.000893 rate, 12.585599 seconds, 62208 images, 10.801320 hours left
Loaded: 0.000074 seconds

 973: 0.861885, 0.915003 avg loss, 0.000896 rate, 12.615782 seconds, 62272 images, 10.799169 hours left
Loaded: 0.000065 seconds

 974: 0.992372, 0.922740 avg loss, 0.000900 rate, 12.609796 seconds, 62336 images, 10.797258 hours left
Loaded: 0.000044 seconds

 975: 0.841032, 0.914569 avg loss, 0.000904 rate, 12.598687 seconds, 62400 images, 10.795280 hours left
Loaded: 0.000047 seconds

 976: 0.981457, 0.921258 avg loss, 0.000907 rate, 12.606303 seconds, 62464 images, 10.793194 hours left
Loaded: 0.000040 seconds

 977: 0.910747, 0.920207 avg loss, 0.000911 rate, 12.605227 seconds, 62528 images, 10.791159 hours left
Loaded: 0.000045 seconds

 978: 0.897625, 0.917949 avg loss, 0.000915 rate, 12.612770 seconds, 62592 images, 10.789098 hours left
Loaded: 0.000078 seconds

 979: 0.844077, 0.910561 avg loss, 0.000919 rate, 12.586656 seconds, 62656 images, 10.787088 hours left
Loaded: 0.000121 seconds

 980: 0.873610, 0.906866 avg loss, 0.000922 rate, 12.593316 seconds, 62720 images, 10.784843 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 981: 1.018570, 0.918037 avg loss, 0.000926 rate, 15.776228 seconds, 62784 images, 10.782641 hours left
Loaded: 0.000045 seconds

 982: 0.835133, 0.909746 avg loss, 0.000930 rate, 16.270734 seconds, 62848 images, 10.807119 hours left
Loaded: 0.000056 seconds

 983: 0.829247, 0.901696 avg loss, 0.000934 rate, 16.247397 seconds, 62912 images, 10.835453 hours left
Loaded: 0.000050 seconds

 984: 0.849253, 0.896452 avg loss, 0.000938 rate, 16.278062 seconds, 62976 images, 10.863264 hours left
Loaded: 0.000064 seconds

 985: 0.863580, 0.893165 avg loss, 0.000941 rate, 16.245789 seconds, 63040 images, 10.891008 hours left
Loaded: 0.000048 seconds

 986: 0.862236, 0.890072 avg loss, 0.000945 rate, 16.263418 seconds, 63104 images, 10.918160 hours left
Loaded: 0.000071 seconds

 987: 0.889019, 0.889967 avg loss, 0.000949 rate, 16.248820 seconds, 63168 images, 10.945142 hours left
Loaded: 0.000060 seconds

 988: 0.918914, 0.892861 avg loss, 0.000953 rate, 16.261269 seconds, 63232 images, 10.971687 hours left
Loaded: 0.000078 seconds

 989: 0.976890, 0.901264 avg loss, 0.000957 rate, 16.226139 seconds, 63296 images, 10.998026 hours left
Loaded: 0.000078 seconds

 990: 1.004683, 0.911606 avg loss, 0.000961 rate, 16.266467 seconds, 63360 images, 11.023762 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 991: 1.002366, 0.920682 avg loss, 0.000964 rate, 8.144455 seconds, 63424 images, 11.049533 hours left
Loaded: 0.000043 seconds

 992: 0.942567, 0.922871 avg loss, 0.000968 rate, 8.403157 seconds, 63488 images, 11.007114 hours left
Loaded: 0.000048 seconds

 993: 0.937635, 0.924347 avg loss, 0.000972 rate, 8.386716 seconds, 63552 images, 10.967258 hours left
Loaded: 0.000050 seconds

 994: 0.942276, 0.926140 avg loss, 0.000976 rate, 8.420208 seconds, 63616 images, 10.927640 hours left
Loaded: 0.000044 seconds

 995: 0.942221, 0.927748 avg loss, 0.000980 rate, 8.416235 seconds, 63680 images, 10.888676 hours left
Loaded: 0.000041 seconds

 996: 0.929953, 0.927969 avg loss, 0.000984 rate, 8.409911 seconds, 63744 images, 10.850045 hours left
Loaded: 0.000046 seconds

 997: 0.878216, 0.922993 avg loss, 0.000988 rate, 8.397387 seconds, 63808 images, 10.811723 hours left
Loaded: 0.000061 seconds

 998: 0.915735, 0.922267 avg loss, 0.000992 rate, 8.394163 seconds, 63872 images, 10.773656 hours left
Loaded: 0.000062 seconds

 999: 0.821565, 0.912197 avg loss, 0.000996 rate, 8.426640 seconds, 63936 images, 10.735922 hours left
Loaded: 0.000083 seconds

 1000: 0.931182, 0.914096 avg loss, 0.001000 rate, 8.407155 seconds, 64000 images, 10.698811 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000086 seconds

 1001: 1.018202, 0.924506 avg loss, 0.001000 rate, 22.116511 seconds, 64064 images, 10.661886 hours left
Loaded: 0.000048 seconds

 1002: 0.907702, 0.922826 avg loss, 0.001000 rate, 22.730737 seconds, 64128 images, 10.739513 hours left
Loaded: 0.000051 seconds

 1003: 0.961839, 0.926727 avg loss, 0.001000 rate, 22.755587 seconds, 64192 images, 10.821417 hours left
Loaded: 0.000057 seconds

 1004: 0.929612, 0.927016 avg loss, 0.001000 rate, 22.726241 seconds, 64256 images, 10.902647 hours left
Loaded: 0.000047 seconds

 1005: 0.945974, 0.928912 avg loss, 0.001000 rate, 22.730065 seconds, 64320 images, 10.982756 hours left
Loaded: 0.000059 seconds

 1006: 0.918292, 0.927850 avg loss, 0.001000 rate, 22.737041 seconds, 64384 images, 11.062033 hours left
Loaded: 0.000054 seconds

 1007: 0.900820, 0.925147 avg loss, 0.001000 rate, 22.730939 seconds, 64448 images, 11.140512 hours left
Loaded: 0.000046 seconds

 1008: 1.020578, 0.934690 avg loss, 0.001000 rate, 22.731845 seconds, 64512 images, 11.218091 hours left
Loaded: 0.000059 seconds

 1009: 0.868728, 0.928094 avg loss, 0.001000 rate, 22.722196 seconds, 64576 images, 11.294840 hours left
Loaded: 0.000067 seconds

 1010: 0.809508, 0.916235 avg loss, 0.001000 rate, 22.715202 seconds, 64640 images, 11.370679 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

 1011: 0.995398, 0.924151 avg loss, 0.001000 rate, 15.797362 seconds, 64704 images, 11.445637 hours left
Loaded: 0.000091 seconds

 1012: 0.800541, 0.911790 avg loss, 0.001000 rate, 16.257078 seconds, 64768 images, 11.462432 hours left
Loaded: 0.000050 seconds

 1013: 0.768391, 0.897450 avg loss, 0.001000 rate, 16.281087 seconds, 64832 images, 11.482745 hours left
Loaded: 0.000043 seconds

 1014: 0.970249, 0.904730 avg loss, 0.001000 rate, 16.286716 seconds, 64896 images, 11.503011 hours left
Loaded: 0.000047 seconds

 1015: 0.925938, 0.906851 avg loss, 0.001000 rate, 16.318036 seconds, 64960 images, 11.523073 hours left
Loaded: 0.000451 seconds

 1016: 0.848793, 0.901045 avg loss, 0.001000 rate, 16.250649 seconds, 65024 images, 11.543149 hours left
Loaded: 0.000070 seconds

 1017: 0.913108, 0.902251 avg loss, 0.001000 rate, 16.250496 seconds, 65088 images, 11.562423 hours left
Loaded: 0.000050 seconds

 1018: 0.897386, 0.901765 avg loss, 0.001000 rate, 16.241828 seconds, 65152 images, 11.581455 hours left
Loaded: 0.000040 seconds

 1019: 0.885207, 0.900109 avg loss, 0.001000 rate, 16.240427 seconds, 65216 images, 11.600180 hours left
Loaded: 0.000045 seconds

 1020: 0.917090, 0.901807 avg loss, 0.001000 rate, 16.278824 seconds, 65280 images, 11.618660 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 1021: 0.886719, 0.900298 avg loss, 0.001000 rate, 15.744878 seconds, 65344 images, 11.637228 hours left
Loaded: 0.000042 seconds

 1022: 0.978433, 0.908112 avg loss, 0.001000 rate, 16.277462 seconds, 65408 images, 11.651148 hours left
Loaded: 0.000094 seconds

 1023: 0.880377, 0.905338 avg loss, 0.001000 rate, 16.264382 seconds, 65472 images, 11.669290 hours left
Loaded: 0.000068 seconds

 1024: 0.832222, 0.898027 avg loss, 0.001000 rate, 16.250261 seconds, 65536 images, 11.687098 hours left
Loaded: 0.000076 seconds

 1025: 0.993436, 0.907568 avg loss, 0.001000 rate, 16.265367 seconds, 65600 images, 11.704566 hours left
Loaded: 0.000047 seconds

 1026: 0.847078, 0.901519 avg loss, 0.001000 rate, 16.270364 seconds, 65664 images, 11.721939 hours left
Loaded: 0.000087 seconds

 1027: 0.907146, 0.902081 avg loss, 0.001000 rate, 16.281503 seconds, 65728 images, 11.739134 hours left
Loaded: 0.000073 seconds

 1028: 0.869111, 0.898784 avg loss, 0.001000 rate, 16.281281 seconds, 65792 images, 11.756204 hours left
Loaded: 0.000051 seconds

 1029: 0.971137, 0.906020 avg loss, 0.001000 rate, 16.274970 seconds, 65856 images, 11.773055 hours left
Loaded: 0.000060 seconds

 1030: 0.873429, 0.902761 avg loss, 0.001000 rate, 16.264824 seconds, 65920 images, 11.789651 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000035 seconds

 1031: 0.901694, 0.902654 avg loss, 0.001000 rate, 14.515644 seconds, 65984 images, 11.805942 hours left
Loaded: 0.000040 seconds

 1032: 0.723133, 0.884702 avg loss, 0.001000 rate, 14.991432 seconds, 66048 images, 11.807599 hours left
Loaded: 0.000049 seconds

 1033: 0.832345, 0.879466 avg loss, 0.001000 rate, 15.007812 seconds, 66112 images, 11.813125 hours left
Loaded: 0.000042 seconds

 1034: 0.827930, 0.874313 avg loss, 0.001000 rate, 15.003227 seconds, 66176 images, 11.818685 hours left
Loaded: 0.000046 seconds

 1035: 0.894063, 0.876288 avg loss, 0.001000 rate, 14.995351 seconds, 66240 images, 11.824111 hours left
Loaded: 0.000045 seconds

 1036: 0.895453, 0.878204 avg loss, 0.001000 rate, 14.986619 seconds, 66304 images, 11.829377 hours left
Loaded: 0.000055 seconds

 1037: 0.863104, 0.876694 avg loss, 0.001000 rate, 15.030196 seconds, 66368 images, 11.834476 hours left
Loaded: 0.000043 seconds

 1038: 0.820836, 0.871108 avg loss, 0.001000 rate, 15.001177 seconds, 66432 images, 11.839841 hours left
Loaded: 0.000043 seconds

 1039: 0.813999, 0.865397 avg loss, 0.001000 rate, 15.008515 seconds, 66496 images, 11.844871 hours left
Loaded: 0.000042 seconds

 1040: 0.917621, 0.870620 avg loss, 0.001000 rate, 14.993636 seconds, 66560 images, 11.849870 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1041: 0.877645, 0.871322 avg loss, 0.001000 rate, 8.238741 seconds, 66624 images, 11.854655 hours left
Loaded: 0.000063 seconds

 1042: 0.802299, 0.864420 avg loss, 0.001000 rate, 8.400377 seconds, 66688 images, 11.803829 hours left
Loaded: 0.000056 seconds

 1043: 0.999774, 0.877955 avg loss, 0.001000 rate, 8.397909 seconds, 66752 images, 11.754816 hours left
Loaded: 0.000039 seconds

 1044: 0.869455, 0.877105 avg loss, 0.001000 rate, 8.420060 seconds, 66816 images, 11.706250 hours left
Loaded: 0.000046 seconds

 1045: 0.900490, 0.879444 avg loss, 0.001000 rate, 8.410927 seconds, 66880 images, 11.658328 hours left
Loaded: 0.000052 seconds

 1046: 0.830771, 0.874577 avg loss, 0.001000 rate, 8.411411 seconds, 66944 images, 11.610787 hours left
Loaded: 0.000041 seconds

 1047: 0.815140, 0.868633 avg loss, 0.001000 rate, 8.397260 seconds, 67008 images, 11.563703 hours left
Loaded: 0.000065 seconds

 1083: 0.809236, 0.842844 avg loss, 0.001000 rate, 8.410487 seconds, 69312 images, 11.547130 hours left
Loaded: 0.000046 seconds

 1084: 0.739675, 0.832527 avg loss, 0.001000 rate, 8.419096 seconds, 69376 images, 11.499809 hours left
Loaded: 0.000050 seconds

 1085: 0.906550, 0.839930 avg loss, 0.001000 rate, 8.405025 seconds, 69440 images, 11.453008 hours left
Loaded: 0.000042 seconds

 1086: 0.875426, 0.843479 avg loss, 0.001000 rate, 8.395523 seconds, 69504 images, 11.406538 hours left
Loaded: 0.000048 seconds

 1087: 0.824896, 0.841621 avg loss, 0.001000 rate, 8.417772 seconds, 69568 images, 11.360432 hours left
Loaded: 0.000044 seconds

 1088: 0.851239, 0.842583 avg loss, 0.001000 rate, 8.414879 seconds, 69632 images, 11.314944 hours left
Loaded: 0.000045 seconds

 1089: 0.927668, 0.851091 avg loss, 0.001000 rate, 8.391530 seconds, 69696 images, 11.269864 hours left
Loaded: 0.000044 seconds

 1090: 0.879361, 0.853918 avg loss, 0.001000 rate, 8.402247 seconds, 69760 images, 11.225022 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1091: 0.904772, 0.859004 avg loss, 0.001000 rate, 8.172041 seconds, 69824 images, 11.180692 hours left
Loaded: 0.000044 seconds

 1092: 0.736885, 0.846792 avg loss, 0.001000 rate, 8.402481 seconds, 69888 images, 11.134922 hours left
Loaded: 0.000062 seconds

 1093: 0.867773, 0.848890 avg loss, 0.001000 rate, 8.420422 seconds, 69952 images, 11.091449 hours left
Loaded: 0.000038 seconds

 1094: 0.844346, 0.848436 avg loss, 0.001000 rate, 8.413811 seconds, 70016 images, 11.048531 hours left
Loaded: 0.000046 seconds

 1095: 0.768889, 0.840481 avg loss, 0.001000 rate, 8.409307 seconds, 70080 images, 11.005967 hours left
Loaded: 0.000042 seconds

 1096: 0.876076, 0.844040 avg loss, 0.001000 rate, 8.411359 seconds, 70144 images, 10.963768 hours left
Loaded: 0.000041 seconds

 1097: 0.828469, 0.842483 avg loss, 0.001000 rate, 8.423038 seconds, 70208 images, 10.921984 hours left
Loaded: 0.000059 seconds

 1098: 0.868799, 0.845115 avg loss, 0.001000 rate, 8.422562 seconds, 70272 images, 10.880689 hours left
Loaded: 0.000046 seconds

 1099: 0.769526, 0.837556 avg loss, 0.001000 rate, 8.390246 seconds, 70336 images, 10.839780 hours left
Loaded: 0.000063 seconds

 1100: 0.799716, 0.833772 avg loss, 0.001000 rate, 8.403611 seconds, 70400 images, 10.799002 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.081783 seconds

 1101: 0.863929, 0.836787 avg loss, 0.001000 rate, 8.183400 seconds, 70464 images, 10.758711 hours left
Loaded: 0.000048 seconds

 1102: 0.813813, 0.834490 avg loss, 0.001000 rate, 8.432175 seconds, 70528 images, 10.717683 hours left
Loaded: 0.000039 seconds

 1103: 0.996472, 0.850688 avg loss, 0.001000 rate, 8.406789 seconds, 70592 images, 10.678388 hours left
Loaded: 0.000043 seconds

 1104: 0.812351, 0.846854 avg loss, 0.001000 rate, 8.401009 seconds, 70656 images, 10.639258 hours left
Loaded: 0.000049 seconds

 1105: 0.737333, 0.835902 avg loss, 0.001000 rate, 8.406232 seconds, 70720 images, 10.600449 hours left
Loaded: 0.000042 seconds

 1106: 0.849487, 0.837261 avg loss, 0.001000 rate, 8.420454 seconds, 70784 images, 10.562046 hours left
Loaded: 0.000052 seconds

 1107: 0.927755, 0.846310 avg loss, 0.001000 rate, 8.419862 seconds, 70848 images, 10.524134 hours left
Loaded: 0.000046 seconds

 1108: 0.714360, 0.833115 avg loss, 0.001000 rate, 8.425449 seconds, 70912 images, 10.486558 hours left
Loaded: 0.000043 seconds

 1109: 0.757917, 0.825595 avg loss, 0.001000 rate, 8.399143 seconds, 70976 images, 10.449379 hours left
Loaded: 0.000050 seconds

 1110: 0.662547, 0.809290 avg loss, 0.001000 rate, 8.419626 seconds, 71040 images, 10.412337 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000054 seconds

 1111: 0.898606, 0.818222 avg loss, 0.001000 rate, 8.158641 seconds, 71104 images, 10.375806 hours left
Loaded: 0.000047 seconds

 1112: 0.787363, 0.815136 avg loss, 0.001000 rate, 8.407894 seconds, 71168 images, 10.337524 hours left
Loaded: 0.000056 seconds

 1113: 0.680458, 0.801668 avg loss, 0.001000 rate, 8.395432 seconds, 71232 images, 10.301601 hours left
Loaded: 0.000068 seconds

 1114: 0.778636, 0.799365 avg loss, 0.001000 rate, 8.412459 seconds, 71296 images, 10.265915 hours left
Loaded: 0.000052 seconds

 1115: 0.861428, 0.805571 avg loss, 0.001000 rate, 8.400164 seconds, 71360 images, 10.230698 hours left
Loaded: 0.000047 seconds

 1116: 0.637642, 0.788778 avg loss, 0.001000 rate, 8.407257 seconds, 71424 images, 10.195711 hours left
Loaded: 0.000069 seconds

 1117: 0.871369, 0.797037 avg loss, 0.001000 rate, 8.411632 seconds, 71488 images, 10.161108 hours left
Loaded: 0.000049 seconds

 1118: 0.802414, 0.797575 avg loss, 0.001000 rate, 8.424709 seconds, 71552 images, 10.126863 hours left
Loaded: 0.000062 seconds

 1119: 0.932215, 0.811039 avg loss, 0.001000 rate, 8.388116 seconds, 71616 images, 10.093041 hours left
Loaded: 0.000042 seconds

 1120: 0.812878, 0.811223 avg loss, 0.001000 rate, 8.417003 seconds, 71680 images, 10.059242 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1121: 0.842659, 0.814367 avg loss, 0.001000 rate, 12.237098 seconds, 71744 images, 10.025987 hours left
Loaded: 0.000067 seconds

 1122: 0.825176, 0.815448 avg loss, 0.001000 rate, 12.578272 seconds, 71808 images, 10.023596 hours left
Loaded: 0.000043 seconds

 1123: 0.798729, 0.813776 avg loss, 0.001000 rate, 12.608806 seconds, 71872 images, 10.023919 hours left
Loaded: 0.000045 seconds

 1124: 0.804780, 0.812876 avg loss, 0.001000 rate, 12.608238 seconds, 71936 images, 10.024448 hours left
Loaded: 0.000053 seconds

 1125: 0.896232, 0.821212 avg loss, 0.001000 rate, 12.604455 seconds, 72000 images, 10.024932 hours left
Loaded: 0.000063 seconds

 1126: 0.684599, 0.807550 avg loss, 0.001000 rate, 12.619044 seconds, 72064 images, 10.025346 hours left
Loaded: 0.000092 seconds

 1127: 0.873973, 0.814193 avg loss, 0.001000 rate, 12.598013 seconds, 72128 images, 10.025847 hours left
Loaded: 0.000053 seconds

 1128: 0.846469, 0.817420 avg loss, 0.001000 rate, 12.595377 seconds, 72192 images, 10.026131 hours left
Loaded: 0.000066 seconds

 1129: 0.850201, 0.820698 avg loss, 0.001000 rate, 12.614392 seconds, 72256 images, 10.026355 hours left
Loaded: 0.000043 seconds

 1130: 0.801511, 0.818780 avg loss, 0.001000 rate, 12.604021 seconds, 72320 images, 10.026694 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000067 seconds

 1131: 0.692534, 0.806155 avg loss, 0.001000 rate, 9.454206 seconds, 72384 images, 10.026912 hours left
Loaded: 0.000044 seconds

 1132: 0.796104, 0.805150 avg loss, 0.001000 rate, 9.756949 seconds, 72448 images, 10.001989 hours left
Loaded: 0.000042 seconds

 1133: 0.918676, 0.816503 avg loss, 0.001000 rate, 9.742491 seconds, 72512 images, 9.979702 hours left
Loaded: 0.000061 seconds

 1134: 0.818124, 0.816665 avg loss, 0.001000 rate, 9.750864 seconds, 72576 images, 9.957495 hours left
Loaded: 0.000045 seconds

 1135: 0.793941, 0.814392 avg loss, 0.001000 rate, 9.737316 seconds, 72640 images, 9.935551 hours left
Loaded: 0.000041 seconds

 1136: 0.745278, 0.807481 avg loss, 0.001000 rate, 9.738338 seconds, 72704 images, 9.913690 hours left
Loaded: 0.000069 seconds

 1137: 0.692641, 0.795997 avg loss, 0.001000 rate, 9.746289 seconds, 72768 images, 9.892029 hours left
Loaded: 0.000048 seconds

 1138: 0.732516, 0.789649 avg loss, 0.001000 rate, 9.753836 seconds, 72832 images, 9.870622 hours left
Loaded: 0.000040 seconds

 1139: 0.741981, 0.784882 avg loss, 0.001000 rate, 9.756025 seconds, 72896 images, 9.849461 hours left
Loaded: 0.000047 seconds

 1140: 0.807486, 0.787143 avg loss, 0.001000 rate, 9.776244 seconds, 72960 images, 9.828502 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 1141: 0.940956, 0.802524 avg loss, 0.001000 rate, 20.030873 seconds, 73024 images, 9.807886 hours left
Loaded: 0.000050 seconds

 1142: 0.896774, 0.811949 avg loss, 0.001000 rate, 20.594942 seconds, 73088 images, 9.868888 hours left
Loaded: 0.000091 seconds

 1143: 0.813231, 0.812077 avg loss, 0.001000 rate, 20.561384 seconds, 73152 images, 9.933702 hours left
Loaded: 0.000048 seconds

 1144: 0.885330, 0.819402 avg loss, 0.001000 rate, 20.594350 seconds, 73216 images, 9.997545 hours left
Loaded: 0.000092 seconds

 1145: 0.830047, 0.820467 avg loss, 0.001000 rate, 20.576492 seconds, 73280 images, 10.060954 hours left
Loaded: 0.000052 seconds

 1146: 0.773141, 0.815734 avg loss, 0.001000 rate, 20.600143 seconds, 73344 images, 10.123530 hours left
Loaded: 0.000069 seconds

 1147: 0.855930, 0.819754 avg loss, 0.001000 rate, 20.557710 seconds, 73408 images, 10.185610 hours left
Loaded: 0.000063 seconds

 1148: 0.878955, 0.825674 avg loss, 0.001000 rate, 20.601436 seconds, 73472 images, 10.246676 hours left
Loaded: 0.000062 seconds

 1149: 0.902403, 0.833347 avg loss, 0.001000 rate, 20.568448 seconds, 73536 images, 10.307421 hours left
Loaded: 0.000069 seconds

 1150: 0.908028, 0.840815 avg loss, 0.001000 rate, 20.598744 seconds, 73600 images, 10.367240 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1151: 0.781746, 0.834908 avg loss, 0.001000 rate, 8.164223 seconds, 73664 images, 10.426673 hours left
Loaded: 0.000052 seconds

 1152: 0.775289, 0.828946 avg loss, 0.001000 rate, 8.407608 seconds, 73728 images, 10.387019 hours left
Loaded: 0.000042 seconds

 1153: 0.817088, 0.827760 avg loss, 0.001000 rate, 8.406419 seconds, 73792 images, 10.349665 hours left
Loaded: 0.000043 seconds

 1154: 0.834571, 0.828441 avg loss, 0.001000 rate, 8.420439 seconds, 73856 images, 10.312651 hours left
Loaded: 0.000053 seconds

 1155: 0.925243, 0.838122 avg loss, 0.001000 rate, 8.386803 seconds, 73920 images, 10.276095 hours left
Loaded: 0.000040 seconds

 1156: 0.824437, 0.836753 avg loss, 0.001000 rate, 8.416795 seconds, 73984 images, 10.239615 hours left
Loaded: 0.000041 seconds

 1157: 0.908096, 0.843887 avg loss, 0.001000 rate, 8.399458 seconds, 74048 images, 10.203713 hours left
Loaded: 0.000041 seconds

 1158: 0.790970, 0.838596 avg loss, 0.001000 rate, 8.407301 seconds, 74112 images, 10.168011 hours left
Loaded: 0.000048 seconds

 1159: 0.780811, 0.832817 avg loss, 0.001000 rate, 8.400124 seconds, 74176 images, 10.132704 hours left
Loaded: 0.000041 seconds

 1160: 0.804558, 0.829991 avg loss, 0.001000 rate, 8.415957 seconds, 74240 images, 10.097670 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000058 seconds

 1161: 0.901053, 0.837097 avg loss, 0.001000 rate, 22.026808 seconds, 74304 images, 10.063088 hours left
Loaded: 0.000059 seconds

 1162: 0.880668, 0.841454 avg loss, 0.001000 rate, 22.742807 seconds, 74368 images, 10.136165 hours left
Loaded: 0.000062 seconds

 1163: 0.863442, 0.843653 avg loss, 0.001000 rate, 22.747031 seconds, 74432 images, 10.214095 hours left
Loaded: 0.000092 seconds

 1164: 0.894791, 0.848767 avg loss, 0.001000 rate, 22.711928 seconds, 74496 images, 10.291216 hours left
Loaded: 0.000059 seconds

 1165: 0.806066, 0.844497 avg loss, 0.001000 rate, 22.739144 seconds, 74560 images, 10.367226 hours left
Loaded: 0.000067 seconds

 1166: 0.885557, 0.848603 avg loss, 0.001000 rate, 22.734334 seconds, 74624 images, 10.442629 hours left
Loaded: 0.000057 seconds

 1167: 0.861200, 0.849863 avg loss, 0.001000 rate, 22.733300 seconds, 74688 images, 10.517175 hours left
Loaded: 0.000059 seconds

 1168: 0.902864, 0.855163 avg loss, 0.001000 rate, 22.731815 seconds, 74752 images, 10.590904 hours left
Loaded: 0.000048 seconds

 1169: 0.906432, 0.860290 avg loss, 0.001000 rate, 22.747952 seconds, 74816 images, 10.663821 hours left
Loaded: 0.000052 seconds

 1170: 0.967199, 0.870981 avg loss, 0.001000 rate, 22.709947 seconds, 74880 images, 10.736072 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1171: 0.894631, 0.873346 avg loss, 0.001000 rate, 11.058055 seconds, 74944 images, 10.807239 hours left
Loaded: 0.000044 seconds

 1172: 0.874924, 0.873503 avg loss, 0.001000 rate, 11.363587 seconds, 75008 images, 10.786067 hours left
Loaded: 0.000058 seconds

 1173: 0.772176, 0.863371 avg loss, 0.001000 rate, 11.371683 seconds, 75072 images, 10.767476 hours left
Loaded: 0.000053 seconds

 1174: 0.825054, 0.859539 avg loss, 0.001000 rate, 11.362779 seconds, 75136 images, 10.749103 hours left
Loaded: 0.000047 seconds

 1175: 0.783989, 0.851984 avg loss, 0.001000 rate, 11.357825 seconds, 75200 images, 10.730812 hours left
Loaded: 0.000058 seconds

 1176: 0.766479, 0.843434 avg loss, 0.001000 rate, 11.346035 seconds, 75264 images, 10.712634 hours left
Loaded: 0.000098 seconds

 1177: 0.702935, 0.829384 avg loss, 0.001000 rate, 11.352294 seconds, 75328 images, 10.694514 hours left
Loaded: 0.000049 seconds

 1178: 0.755513, 0.821997 avg loss, 0.001000 rate, 11.354951 seconds, 75392 images, 10.676593 hours left
Loaded: 0.000052 seconds

 1179: 0.890923, 0.828889 avg loss, 0.001000 rate, 11.348852 seconds, 75456 images, 10.658840 hours left
Loaded: 0.000067 seconds

 1180: 0.744866, 0.820487 avg loss, 0.001000 rate, 11.329721 seconds, 75520 images, 10.641184 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1181: 0.751238, 0.813562 avg loss, 0.001000 rate, 6.708480 seconds, 75584 images, 10.623525 hours left
Loaded: 0.000045 seconds

 1182: 0.663472, 0.798553 avg loss, 0.001000 rate, 6.948038 seconds, 75648 images, 10.569823 hours left
Loaded: 0.000045 seconds

 1183: 0.681861, 0.786884 avg loss, 0.001000 rate, 6.952599 seconds, 75712 images, 10.518515 hours left
Loaded: 0.000056 seconds

 1184: 0.901514, 0.798347 avg loss, 0.001000 rate, 6.937115 seconds, 75776 images, 10.467736 hours left
Loaded: 0.000046 seconds

 1185: 0.810684, 0.799581 avg loss, 0.001000 rate, 6.946453 seconds, 75840 images, 10.417324 hours left
Loaded: 0.000049 seconds

 1186: 0.730968, 0.792719 avg loss, 0.001000 rate, 6.947528 seconds, 75904 images, 10.367471 hours left
Loaded: 0.000046 seconds

 1187: 0.781894, 0.791637 avg loss, 0.001000 rate, 6.944687 seconds, 75968 images, 10.318105 hours left
Loaded: 0.000057 seconds

 1188: 0.795484, 0.792022 avg loss, 0.001000 rate, 6.955444 seconds, 76032 images, 10.269191 hours left
Loaded: 0.000057 seconds

 1189: 0.814262, 0.794246 avg loss, 0.001000 rate, 6.936222 seconds, 76096 images, 10.220832 hours left
Loaded: 0.000046 seconds

 1190: 0.806044, 0.795425 avg loss, 0.001000 rate, 6.951939 seconds, 76160 images, 10.172786 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000038 seconds

 1191: 0.899996, 0.805883 avg loss, 0.001000 rate, 8.129517 seconds, 76224 images, 10.125324 hours left
Loaded: 0.000042 seconds

 1192: 0.850340, 0.810328 avg loss, 0.001000 rate, 8.420315 seconds, 76288 images, 10.087506 hours left
Loaded: 0.000080 seconds

 1193: 0.782584, 0.807554 avg loss, 0.001000 rate, 8.399001 seconds, 76352 images, 10.052311 hours left
Loaded: 0.000041 seconds

 1194: 0.744144, 0.801213 avg loss, 0.001000 rate, 8.413134 seconds, 76416 images, 10.017281 hours left
Loaded: 0.000061 seconds

 1195: 0.756594, 0.796751 avg loss, 0.001000 rate, 8.388914 seconds, 76480 images, 9.982686 hours left
Loaded: 0.000044 seconds

 1196: 0.698610, 0.786937 avg loss, 0.001000 rate, 8.387841 seconds, 76544 images, 9.948225 hours left
Loaded: 0.000042 seconds

 1197: 0.759046, 0.784148 avg loss, 0.001000 rate, 8.402459 seconds, 76608 images, 9.914077 hours left
Loaded: 0.000055 seconds

 1198: 0.767113, 0.782444 avg loss, 0.001000 rate, 8.379676 seconds, 76672 images, 9.880361 hours left
Loaded: 0.000046 seconds

 1199: 0.813100, 0.785510 avg loss, 0.001000 rate, 8.411691 seconds, 76736 images, 9.846782 hours left
Loaded: 0.000040 seconds

 1200: 0.704605, 0.777419 avg loss, 0.001000 rate, 8.400568 seconds, 76800 images, 9.813764 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 1201: 0.921900, 0.791867 avg loss, 0.001000 rate, 14.675693 seconds, 76864 images, 9.780966 hours left
Loaded: 0.000048 seconds

 1202: 0.927604, 0.805441 avg loss, 0.001000 rate, 14.993264 seconds, 76928 images, 9.797262 hours left
Loaded: 0.000106 seconds

 1203: 0.738005, 0.798698 avg loss, 0.001000 rate, 14.995595 seconds, 76992 images, 9.815823 hours left
Loaded: 0.000083 seconds

 1204: 0.829012, 0.801729 avg loss, 0.001000 rate, 15.008111 seconds, 77056 images, 9.834174 hours left
Loaded: 0.000075 seconds

 1205: 0.758822, 0.797438 avg loss, 0.001000 rate, 14.969461 seconds, 77120 images, 9.852398 hours left
Loaded: 0.000040 seconds

 1206: 0.778446, 0.795539 avg loss, 0.001000 rate, 15.018728 seconds, 77184 images, 9.870098 hours left
Loaded: 0.000070 seconds

 1207: 0.734620, 0.789447 avg loss, 0.001000 rate, 14.982587 seconds, 77248 images, 9.887961 hours left
Loaded: 0.000052 seconds

 1208: 0.919758, 0.802478 avg loss, 0.001000 rate, 15.033484 seconds, 77312 images, 9.905324 hours left
Loaded: 0.000072 seconds

 1209: 0.832702, 0.805501 avg loss, 0.001000 rate, 14.963306 seconds, 77376 images, 9.922866 hours left
Loaded: 0.000062 seconds

 1210: 0.748205, 0.799771 avg loss, 0.001000 rate, 15.011904 seconds, 77440 images, 9.939657 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1211: 0.886977, 0.808491 avg loss, 0.001000 rate, 11.007268 seconds, 77504 images, 9.956605 hours left
Loaded: 0.000051 seconds

 1212: 0.731592, 0.800802 avg loss, 0.001000 rate, 11.333467 seconds, 77568 images, 9.942317 hours left
Loaded: 0.000048 seconds

 1213: 0.767100, 0.797431 avg loss, 0.001000 rate, 11.339896 seconds, 77632 images, 9.930667 hours left
Loaded: 0.000064 seconds

 1214: 0.828722, 0.800560 avg loss, 0.001000 rate, 11.330286 seconds, 77696 images, 9.919154 hours left
Loaded: 0.000045 seconds

 1215: 0.981782, 0.818683 avg loss, 0.001000 rate, 11.370635 seconds, 77760 images, 9.907648 hours left
Loaded: 0.000049 seconds

 1216: 0.779844, 0.814799 avg loss, 0.001000 rate, 11.356276 seconds, 77824 images, 9.896538 hours left
Loaded: 0.000085 seconds

 1217: 0.753597, 0.808679 avg loss, 0.001000 rate, 11.353247 seconds, 77888 images, 9.885398 hours left
Loaded: 0.000064 seconds

 1218: 0.653681, 0.793179 avg loss, 0.001000 rate, 11.363834 seconds, 77952 images, 9.874325 hours left
Loaded: 0.000043 seconds

 1219: 0.732174, 0.787078 avg loss, 0.001000 rate, 11.331894 seconds, 78016 images, 9.863402 hours left
Loaded: 0.000040 seconds

 1220: 0.770716, 0.785442 avg loss, 0.001000 rate, 11.361511 seconds, 78080 images, 9.852308 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000070 seconds

 1221: 0.728484, 0.779746 avg loss, 0.001000 rate, 15.798039 seconds, 78144 images, 9.841523 hours left
Loaded: 0.000064 seconds

 1222: 0.821795, 0.783951 avg loss, 0.001000 rate, 16.279570 seconds, 78208 images, 9.865062 hours left
Loaded: 0.000073 seconds

 1223: 0.819893, 0.787545 avg loss, 0.001000 rate, 16.257741 seconds, 78272 images, 9.892038 hours left
Loaded: 0.000059 seconds

 1224: 0.804572, 0.789248 avg loss, 0.001000 rate, 16.257145 seconds, 78336 images, 9.918531 hours left
Loaded: 0.000068 seconds

 1225: 0.739317, 0.784255 avg loss, 0.001000 rate, 16.201719 seconds, 78400 images, 9.944710 hours left
Loaded: 0.000046 seconds

 1226: 0.708395, 0.776669 avg loss, 0.001000 rate, 16.236670 seconds, 78464 images, 9.970155 hours left
Loaded: 0.000072 seconds

 1227: 0.729168, 0.771919 avg loss, 0.001000 rate, 16.192891 seconds, 78528 images, 9.995568 hours left
Loaded: 0.000054 seconds

 1228: 0.819888, 0.776716 avg loss, 0.001000 rate, 16.251404 seconds, 78592 images, 10.020345 hours left
Loaded: 0.000076 seconds

 1229: 0.659692, 0.765013 avg loss, 0.001000 rate, 16.185551 seconds, 78656 images, 10.045280 hours left
Loaded: 0.000043 seconds

 1230: 0.770240, 0.765536 avg loss, 0.001000 rate, 16.269681 seconds, 78720 images, 10.069413 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 1231: 0.858566, 0.774839 avg loss, 0.001000 rate, 18.177519 seconds, 78784 images, 10.093907 hours left
Loaded: 0.000068 seconds

 1232: 0.739368, 0.771292 avg loss, 0.001000 rate, 18.738035 seconds, 78848 images, 10.132785 hours left
Loaded: 0.000060 seconds

 1233: 0.789084, 0.773071 avg loss, 0.001000 rate, 18.701130 seconds, 78912 images, 10.175534 hours left
Loaded: 0.000099 seconds

 1234: 0.818259, 0.777590 avg loss, 0.001000 rate, 18.729421 seconds, 78976 images, 10.217520 hours left
Loaded: 0.000049 seconds

 1235: 0.857130, 0.785544 avg loss, 0.001000 rate, 18.722523 seconds, 79040 images, 10.259252 hours left
Loaded: 0.000094 seconds

 1236: 0.873684, 0.794358 avg loss, 0.001000 rate, 18.734519 seconds, 79104 images, 10.300461 hours left
Loaded: 0.000054 seconds

 1237: 0.820789, 0.797001 avg loss, 0.001000 rate, 18.731172 seconds, 79168 images, 10.341298 hours left
Loaded: 0.000151 seconds

 1238: 0.711821, 0.788483 avg loss, 0.001000 rate, 18.711900 seconds, 79232 images, 10.381649 hours left
Loaded: 0.000054 seconds

 1239: 0.722137, 0.781848 avg loss, 0.001000 rate, 18.731932 seconds, 79296 images, 10.421397 hours left
Loaded: 0.000052 seconds

 1240: 0.804477, 0.784111 avg loss, 0.001000 rate, 18.717616 seconds, 79360 images, 10.460849 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 1241: 0.950157, 0.800716 avg loss, 0.001000 rate, 9.486458 seconds, 79424 images, 10.499745 hours left
Loaded: 0.000046 seconds

 1242: 0.787573, 0.799402 avg loss, 0.001000 rate, 9.751177 seconds, 79488 images, 10.467453 hours left
Loaded: 0.000062 seconds

 1243: 0.789179, 0.798379 avg loss, 0.001000 rate, 9.744329 seconds, 79552 images, 10.437485 hours left
Loaded: 0.000065 seconds

 1244: 0.777829, 0.796324 avg loss, 0.001000 rate, 9.756781 seconds, 79616 images, 10.407738 hours left
Loaded: 0.000043 seconds

 1245: 0.739272, 0.790619 avg loss, 0.001000 rate, 9.750991 seconds, 79680 images, 10.378356 hours left
Loaded: 0.000049 seconds

 1246: 0.798245, 0.791382 avg loss, 0.001000 rate, 9.762473 seconds, 79744 images, 10.349197 hours left
Loaded: 0.000044 seconds

 1247: 0.768658, 0.789109 avg loss, 0.001000 rate, 9.740546 seconds, 79808 images, 10.320390 hours left
Loaded: 0.000041 seconds

 1248: 0.711675, 0.781366 avg loss, 0.001000 rate, 9.751563 seconds, 79872 images, 10.291678 hours left
Loaded: 0.000067 seconds

 1249: 0.830250, 0.786254 avg loss, 0.001000 rate, 9.760869 seconds, 79936 images, 10.263308 hours left
Loaded: 0.000038 seconds

 1250: 0.647487, 0.772378 avg loss, 0.001000 rate, 9.773962 seconds, 80000 images, 10.235267 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1251: 0.749584, 0.770098 avg loss, 0.001000 rate, 9.457041 seconds, 80064 images, 10.207578 hours left
Loaded: 0.000064 seconds

 1252: 0.731562, 0.766245 avg loss, 0.001000 rate, 9.776773 seconds, 80128 images, 10.177720 hours left
Loaded: 0.000044 seconds

 1253: 0.730101, 0.762630 avg loss, 0.001000 rate, 9.753906 seconds, 80192 images, 10.150574 hours left
Loaded: 0.000057 seconds

 1254: 0.742231, 0.760590 avg loss, 0.001000 rate, 9.752539 seconds, 80256 images, 10.123498 hours left
Loaded: 0.000061 seconds

 1255: 0.778079, 0.762339 avg loss, 0.001000 rate, 9.754118 seconds, 80320 images, 10.096657 hours left
Loaded: 0.000060 seconds

 1256: 0.829645, 0.769070 avg loss, 0.001000 rate, 9.735784 seconds, 80384 images, 10.070067 hours left
Loaded: 0.000063 seconds

 1257: 0.787238, 0.770887 avg loss, 0.001000 rate, 9.760473 seconds, 80448 images, 10.043577 hours left
Loaded: 0.000046 seconds

 1258: 0.860687, 0.779867 avg loss, 0.001000 rate, 9.758497 seconds, 80512 images, 10.017514 hours left
Loaded: 0.000046 seconds

 1259: 0.820400, 0.783920 avg loss, 0.001000 rate, 9.757656 seconds, 80576 images, 9.991668 hours left
Loaded: 0.000044 seconds

 1260: 0.631241, 0.768652 avg loss, 0.001000 rate, 9.757930 seconds, 80640 images, 9.966047 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1261: 0.705262, 0.762313 avg loss, 0.001000 rate, 6.736770 seconds, 80704 images, 9.940667 hours left
Loaded: 0.000057 seconds

 1262: 0.824119, 0.768494 avg loss, 0.001000 rate, 6.948393 seconds, 80768 images, 9.892519 hours left
Loaded: 0.000041 seconds

 1263: 0.884100, 0.780054 avg loss, 0.001000 rate, 6.940977 seconds, 80832 images, 9.846443 hours left
Loaded: 0.000040 seconds

 1264: 0.753639, 0.777413 avg loss, 0.001000 rate, 6.941887 seconds, 80896 images, 9.800751 hours left
Loaded: 0.000073 seconds

 1265: 0.732980, 0.772969 avg loss, 0.001000 rate, 6.949771 seconds, 80960 images, 9.755505 hours left
Loaded: 0.000092 seconds

 1266: 0.759384, 0.771611 avg loss, 0.001000 rate, 6.959763 seconds, 81024 images, 9.710751 hours left
Loaded: 0.000040 seconds

 1267: 0.707066, 0.765156 avg loss, 0.001000 rate, 6.938102 seconds, 81088 images, 9.666502 hours left
Loaded: 0.000039 seconds

 1268: 0.733804, 0.762021 avg loss, 0.001000 rate, 6.939325 seconds, 81152 images, 9.622511 hours left
Loaded: 0.000059 seconds

 1269: 0.740611, 0.759880 avg loss, 0.001000 rate, 6.943060 seconds, 81216 images, 9.578950 hours left
Loaded: 0.000047 seconds

 1270: 0.773382, 0.761230 avg loss, 0.001000 rate, 6.949203 seconds, 81280 images, 9.535833 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 1271: 0.892292, 0.774336 avg loss, 0.001000 rate, 19.966916 seconds, 81344 images, 9.493178 hours left
Loaded: 0.000051 seconds

 1272: 0.876944, 0.784597 avg loss, 0.001000 rate, 20.587064 seconds, 81408 images, 9.549610 hours left
Loaded: 0.000051 seconds

 1273: 0.725282, 0.778666 avg loss, 0.001000 rate, 20.592613 seconds, 81472 images, 9.610122 hours left
Loaded: 0.000058 seconds

 1274: 0.813702, 0.782169 avg loss, 0.001000 rate, 20.593799 seconds, 81536 images, 9.670012 hours left
Loaded: 0.000054 seconds

 1275: 0.858412, 0.789793 avg loss, 0.001000 rate, 20.600121 seconds, 81600 images, 9.729255 hours left
Loaded: 0.000093 seconds

 1276: 0.761545, 0.786969 avg loss, 0.001000 rate, 20.586502 seconds, 81664 images, 9.787896 hours left
Loaded: 0.000048 seconds

 1277: 0.813790, 0.789651 avg loss, 0.001000 rate, 20.560297 seconds, 81728 images, 9.845791 hours left
Loaded: 0.000061 seconds

 1278: 0.775111, 0.788197 avg loss, 0.001000 rate, 20.586023 seconds, 81792 images, 9.902851 hours left
Loaded: 0.000072 seconds

 1279: 0.723576, 0.781735 avg loss, 0.001000 rate, 20.598743 seconds, 81856 images, 9.959478 hours left
Loaded: 0.000069 seconds

 1280: 0.823988, 0.785960 avg loss, 0.001000 rate, 20.599048 seconds, 81920 images, 10.015578 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 1281: 0.717703, 0.779134 avg loss, 0.001000 rate, 18.126019 seconds, 81984 images, 10.071063 hours left
Loaded: 0.000047 seconds

 1282: 0.806820, 0.781903 avg loss, 0.001000 rate, 18.765927 seconds, 82048 images, 10.107256 hours left
Loaded: 0.000047 seconds

 1283: 0.768390, 0.780552 avg loss, 0.001000 rate, 18.741159 seconds, 82112 images, 10.147869 hours left
Loaded: 0.000068 seconds

 1284: 0.874209, 0.789917 avg loss, 0.001000 rate, 18.737274 seconds, 82176 images, 10.187837 hours left
Loaded: 0.000055 seconds

 1285: 0.810281, 0.791954 avg loss, 0.001000 rate, 18.727086 seconds, 82240 images, 10.227323 hours left
Loaded: 0.000072 seconds

 1286: 0.869028, 0.799661 avg loss, 0.001000 rate, 18.732545 seconds, 82304 images, 10.266286 hours left
Loaded: 0.000064 seconds

 1287: 0.718148, 0.791510 avg loss, 0.001000 rate, 18.744039 seconds, 82368 images, 10.304849 hours left
Loaded: 0.000068 seconds

 1288: 0.844602, 0.796819 avg loss, 0.001000 rate, 18.724770 seconds, 82432 images, 10.343084 hours left
Loaded: 0.000056 seconds

 1289: 0.768111, 0.793948 avg loss, 0.001000 rate, 18.725274 seconds, 82496 images, 10.380716 hours left
Loaded: 0.000066 seconds

 1290: 0.739467, 0.788500 avg loss, 0.001000 rate, 18.732665 seconds, 82560 images, 10.417924 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000054 seconds

 1291: 0.815646, 0.791215 avg loss, 0.001000 rate, 22.067833 seconds, 82624 images, 10.454762 hours left
Loaded: 0.000055 seconds

 1292: 0.718921, 0.783985 avg loss, 0.001000 rate, 22.741108 seconds, 82688 images, 10.516278 hours left
Loaded: 0.000066 seconds

 1293: 0.796975, 0.785284 avg loss, 0.001000 rate, 22.739136 seconds, 82752 images, 10.582181 hours left
Loaded: 0.000065 seconds

 1294: 0.934086, 0.800165 avg loss, 0.001000 rate, 22.733148 seconds, 82816 images, 10.647347 hours left
Loaded: 0.000070 seconds

 1295: 0.959900, 0.816138 avg loss, 0.001000 rate, 22.722640 seconds, 82880 images, 10.711753 hours left
Loaded: 0.000053 seconds

 1296: 0.788547, 0.813379 avg loss, 0.001000 rate, 22.744763 seconds, 82944 images, 10.775374 hours left
Loaded: 0.000060 seconds

 1297: 0.819424, 0.813984 avg loss, 0.001000 rate, 22.750729 seconds, 83008 images, 10.838462 hours left
Loaded: 0.000051 seconds

 1298: 0.671125, 0.799698 avg loss, 0.001000 rate, 22.704568 seconds, 83072 images, 10.900900 hours left
Loaded: 0.000064 seconds

 1299: 0.626924, 0.782420 avg loss, 0.001000 rate, 22.721820 seconds, 83136 images, 10.962304 hours left
Loaded: 0.000050 seconds

 1300: 0.915050, 0.795683 avg loss, 0.001000 rate, 22.738395 seconds, 83200 images, 11.023160 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000057 seconds

 1301: 0.769939, 0.793109 avg loss, 0.001000 rate, 22.060605 seconds, 83264 images, 11.083468 hours left
Loaded: 0.000089 seconds

 1302: 0.811630, 0.794961 avg loss, 0.001000 rate, 22.733460 seconds, 83328 images, 11.138030 hours left
Loaded: 0.000057 seconds

 1303: 0.806864, 0.796151 avg loss, 0.001000 rate, 22.734417 seconds, 83392 images, 11.197027 hours left
Loaded: 0.000055 seconds

 1304: 0.688557, 0.785392 avg loss, 0.001000 rate, 22.731376 seconds, 83456 images, 11.255378 hours left
Loaded: 0.000068 seconds

 1305: 0.883534, 0.795206 avg loss, 0.001000 rate, 22.725816 seconds, 83520 images, 11.313059 hours left
Loaded: 0.000134 seconds

 1306: 0.857297, 0.801415 avg loss, 0.001000 rate, 22.742825 seconds, 83584 images, 11.370059 hours left
Loaded: 0.000053 seconds

 1307: 0.816977, 0.802971 avg loss, 0.001000 rate, 22.722827 seconds, 83648 images, 11.426554 hours left
Loaded: 0.000059 seconds

 1308: 0.744615, 0.797136 avg loss, 0.001000 rate, 22.722827 seconds, 83712 images, 11.482271 hours left
Loaded: 0.000066 seconds

 1309: 0.757441, 0.793166 avg loss, 0.001000 rate, 22.709020 seconds, 83776 images, 11.537367 hours left
Loaded: 0.000063 seconds

 1310: 0.830503, 0.796900 avg loss, 0.001000 rate, 22.717272 seconds, 83840 images, 11.591745 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1311: 0.691381, 0.786348 avg loss, 0.001000 rate, 8.156206 seconds, 83904 images, 11.645579 hours left
Loaded: 0.000057 seconds

 1312: 0.863663, 0.794080 avg loss, 0.001000 rate, 8.432020 seconds, 83968 images, 11.590048 hours left
Loaded: 0.000061 seconds

 1313: 0.819298, 0.796601 avg loss, 0.001000 rate, 8.414122 seconds, 84032 images, 11.537110 hours left
Loaded: 0.000052 seconds

 1314: 0.755769, 0.792518 avg loss, 0.001000 rate, 8.409593 seconds, 84096 images, 11.484543 hours left
Loaded: 0.000045 seconds

 1315: 0.721370, 0.785403 avg loss, 0.001000 rate, 8.422500 seconds, 84160 images, 11.432446 hours left
Loaded: 0.000043 seconds

 1316: 0.781269, 0.784990 avg loss, 0.001000 rate, 8.411372 seconds, 84224 images, 11.380942 hours left
Loaded: 0.000041 seconds

 1317: 0.702928, 0.776784 avg loss, 0.001000 rate, 8.389554 seconds, 84288 images, 11.329846 hours left
Loaded: 0.000043 seconds

 1318: 0.749265, 0.774032 avg loss, 0.001000 rate, 8.416269 seconds, 84352 images, 11.279076 hours left
Loaded: 0.000044 seconds

 1319: 0.723899, 0.769018 avg loss, 0.001000 rate, 8.420305 seconds, 84416 images, 11.228988 hours left
Loaded: 0.000053 seconds

 1320: 0.690712, 0.761188 avg loss, 0.001000 rate, 8.416072 seconds, 84480 images, 11.179409 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1321: 0.846665, 0.769736 avg loss, 0.001000 rate, 15.807946 seconds, 84544 images, 11.130270 hours left
Loaded: 0.000049 seconds

 1322: 0.839039, 0.776666 avg loss, 0.001000 rate, 16.242178 seconds, 84608 images, 11.136607 hours left
Loaded: 0.000065 seconds

 1323: 0.746894, 0.773689 avg loss, 0.001000 rate, 16.216257 seconds, 84672 images, 11.146072 hours left
Loaded: 0.000073 seconds

 1324: 0.775955, 0.773915 avg loss, 0.001000 rate, 16.248813 seconds, 84736 images, 11.155200 hours left
Loaded: 0.000073 seconds

 1325: 0.735870, 0.770111 avg loss, 0.001000 rate, 16.252496 seconds, 84800 images, 11.164434 hours left
Loaded: 0.000112 seconds

 1326: 0.784496, 0.771549 avg loss, 0.001000 rate, 16.245701 seconds, 84864 images, 11.173558 hours left
Loaded: 0.000067 seconds

 1327: 0.843693, 0.778764 avg loss, 0.001000 rate, 16.207519 seconds, 84928 images, 11.182496 hours left
Loaded: 0.000075 seconds

 1328: 0.724453, 0.773333 avg loss, 0.001000 rate, 16.276884 seconds, 84992 images, 11.191015 hours left
Loaded: 0.000073 seconds

 1329: 0.874700, 0.783469 avg loss, 0.001000 rate, 16.177097 seconds, 85056 images, 11.199918 hours left
Loaded: 0.000080 seconds

 1330: 0.728585, 0.777981 avg loss, 0.001000 rate, 16.234661 seconds, 85120 images, 11.207946 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000035 seconds

 1331: 0.697506, 0.769933 avg loss, 0.001000 rate, 14.579691 seconds, 85184 images, 11.216276 hours left
Loaded: 0.000069 seconds

 1332: 0.835722, 0.776512 avg loss, 0.001000 rate, 15.020475 seconds, 85248 images, 11.212208 hours left
Loaded: 0.000083 seconds

 1333: 0.663139, 0.765175 avg loss, 0.001000 rate, 15.035689 seconds, 85312 images, 11.211407 hours left
Loaded: 0.000058 seconds

 1334: 0.709711, 0.759629 avg loss, 0.001000 rate, 14.985651 seconds, 85376 images, 11.210686 hours left
Loaded: 0.000054 seconds

 1335: 0.706391, 0.754305 avg loss, 0.001000 rate, 15.019850 seconds, 85440 images, 11.209559 hours left
Loaded: 0.000077 seconds

 1336: 0.725329, 0.751407 avg loss, 0.001000 rate, 15.002809 seconds, 85504 images, 11.208655 hours left
Loaded: 0.000072 seconds

 1337: 0.715276, 0.747794 avg loss, 0.001000 rate, 15.005292 seconds, 85568 images, 11.207592 hours left
Loaded: 0.000066 seconds

 1338: 0.761064, 0.749121 avg loss, 0.001000 rate, 15.007102 seconds, 85632 images, 11.206516 hours left
Loaded: 0.000065 seconds

 1339: 0.859366, 0.760146 avg loss, 0.001000 rate, 15.032663 seconds, 85696 images, 11.205423 hours left
Loaded: 0.000049 seconds

 1340: 0.705658, 0.754697 avg loss, 0.001000 rate, 15.046094 seconds, 85760 images, 11.204488 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1341: 0.734509, 0.752678 avg loss, 0.001000 rate, 14.570641 seconds, 85824 images, 11.203619 hours left
Loaded: 0.000060 seconds

 1342: 0.686083, 0.746019 avg loss, 0.001000 rate, 14.992852 seconds, 85888 images, 11.199206 hours left
Loaded: 0.000066 seconds

 1343: 0.765317, 0.747948 avg loss, 0.001000 rate, 15.015986 seconds, 85952 images, 11.197914 hours left
Loaded: 0.000064 seconds

 1344: 0.663585, 0.739512 avg loss, 0.001000 rate, 14.992017 seconds, 86016 images, 11.196764 hours left
Loaded: 0.000064 seconds

 1345: 0.757611, 0.741322 avg loss, 0.001000 rate, 14.982138 seconds, 86080 images, 11.195406 hours left
Loaded: 0.000074 seconds

 1346: 0.620756, 0.729265 avg loss, 0.001000 rate, 14.983382 seconds, 86144 images, 11.193948 hours left
Loaded: 0.000051 seconds

 1347: 0.627299, 0.719069 avg loss, 0.001000 rate, 14.990034 seconds, 86208 images, 11.192472 hours left
Loaded: 0.000057 seconds

 1348: 0.686189, 0.715781 avg loss, 0.001000 rate, 15.007556 seconds, 86272 images, 11.191018 hours left
Loaded: 0.000055 seconds

 1349: 0.641733, 0.708376 avg loss, 0.001000 rate, 15.025485 seconds, 86336 images, 11.189666 hours left
Loaded: 0.000079 seconds

 1350: 0.752928, 0.712831 avg loss, 0.001000 rate, 15.018374 seconds, 86400 images, 11.188417 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 1351: 0.799360, 0.721484 avg loss, 0.001000 rate, 11.020087 seconds, 86464 images, 11.187088 hours left
Loaded: 0.000055 seconds

 1352: 0.657100, 0.715046 avg loss, 0.001000 rate, 11.333514 seconds, 86528 images, 11.156309 hours left
Loaded: 0.000061 seconds

 1353: 0.739226, 0.717464 avg loss, 0.001000 rate, 11.372304 seconds, 86592 images, 11.128113 hours left
Loaded: 0.000104 seconds

 1354: 0.814047, 0.727122 avg loss, 0.001000 rate, 11.316573 seconds, 86656 images, 11.100452 hours left
Loaded: 0.000085 seconds

 1355: 0.699749, 0.724385 avg loss, 0.001000 rate, 11.333025 seconds, 86720 images, 11.072628 hours left
Loaded: 0.000056 seconds

 1356: 0.747713, 0.726718 avg loss, 0.001000 rate, 11.349885 seconds, 86784 images, 11.045170 hours left
Loaded: 0.000077 seconds

 1357: 0.772284, 0.731274 avg loss, 0.001000 rate, 11.333001 seconds, 86848 images, 11.018079 hours left
Loaded: 0.000072 seconds

 1358: 0.810843, 0.739231 avg loss, 0.001000 rate, 11.341249 seconds, 86912 images, 10.991104 hours left
Loaded: 0.000063 seconds

 1359: 0.627239, 0.728032 avg loss, 0.001000 rate, 11.331353 seconds, 86976 images, 10.964428 hours left
Loaded: 0.000051 seconds

 1360: 0.627330, 0.717962 avg loss, 0.001000 rate, 11.332206 seconds, 87040 images, 10.937915 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

 1361: 0.758046, 0.721970 avg loss, 0.001000 rate, 18.205954 seconds, 87104 images, 10.911641 hours left
Loaded: 0.000063 seconds

 1362: 0.729233, 0.722696 avg loss, 0.001000 rate, 18.731933 seconds, 87168 images, 10.935987 hours left
Loaded: 0.000073 seconds

 1363: 0.828605, 0.733287 avg loss, 0.001000 rate, 18.730515 seconds, 87232 images, 10.963899 hours left
Loaded: 0.000055 seconds

 1364: 0.761638, 0.736122 avg loss, 0.001000 rate, 18.710505 seconds, 87296 images, 10.991464 hours left
Loaded: 0.000069 seconds

 1365: 0.704250, 0.732935 avg loss, 0.001000 rate, 18.687110 seconds, 87360 images, 11.018554 hours left
Loaded: 0.000066 seconds

 1366: 0.719615, 0.731603 avg loss, 0.001000 rate, 18.736347 seconds, 87424 images, 11.045150 hours left
Loaded: 0.000071 seconds

 1367: 0.707036, 0.729146 avg loss, 0.001000 rate, 18.711097 seconds, 87488 images, 11.071789 hours left
Loaded: 0.000064 seconds

 1368: 0.813218, 0.737554 avg loss, 0.001000 rate, 18.748539 seconds, 87552 images, 11.097925 hours left
Loaded: 0.000066 seconds

 1369: 0.696464, 0.733445 avg loss, 0.001000 rate, 18.731315 seconds, 87616 images, 11.124021 hours left
Loaded: 0.000087 seconds

 1370: 0.719698, 0.732070 avg loss, 0.001000 rate, 18.730996 seconds, 87680 images, 11.149677 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 1371: 0.767888, 0.735652 avg loss, 0.001000 rate, 11.000182 seconds, 87744 images, 11.175024 hours left
Loaded: 0.000048 seconds

 1372: 0.667431, 0.728830 avg loss, 0.001000 rate, 11.337497 seconds, 87808 images, 11.143608 hours left
Loaded: 0.000065 seconds

 1373: 0.614873, 0.717434 avg loss, 0.001000 rate, 11.352169 seconds, 87872 images, 11.114938 hours left
Loaded: 0.000048 seconds

 1374: 0.661612, 0.711852 avg loss, 0.001000 rate, 11.344896 seconds, 87936 images, 11.086631 hours left
Loaded: 0.000055 seconds

 1375: 0.749141, 0.715581 avg loss, 0.001000 rate, 11.364428 seconds, 88000 images, 11.058522 hours left
Loaded: 0.000078 seconds

 1376: 0.634671, 0.707490 avg loss, 0.001000 rate, 11.352928 seconds, 88064 images, 11.030805 hours left
Loaded: 0.000052 seconds

 1377: 0.736338, 0.710375 avg loss, 0.001000 rate, 11.362464 seconds, 88128 images, 11.003249 hours left
Loaded: 0.000058 seconds

 1378: 0.582384, 0.697575 avg loss, 0.001000 rate, 11.345244 seconds, 88192 images, 10.976007 hours left
Loaded: 0.000045 seconds

 1379: 0.669813, 0.694799 avg loss, 0.001000 rate, 11.351187 seconds, 88256 images, 10.948881 hours left
Loaded: 0.000045 seconds

 1380: 0.666891, 0.692008 avg loss, 0.001000 rate, 11.355836 seconds, 88320 images, 10.922038 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000054 seconds

 1381: 0.690534, 0.691861 avg loss, 0.001000 rate, 20.045264 seconds, 88384 images, 10.895465 hours left
Loaded: 0.000069 seconds

 1382: 0.697239, 0.692399 avg loss, 0.001000 rate, 20.586475 seconds, 88448 images, 10.932343 hours left
Loaded: 0.000058 seconds

 1383: 0.761441, 0.699303 avg loss, 0.001000 rate, 20.615119 seconds, 88512 images, 10.972731 hours left
Loaded: 0.000051 seconds

 1384: 0.697822, 0.699155 avg loss, 0.001000 rate, 20.608698 seconds, 88576 images, 11.012867 hours left
Loaded: 0.000069 seconds

 1385: 0.741145, 0.703354 avg loss, 0.001000 rate, 20.601998 seconds, 88640 images, 11.052502 hours left
Loaded: 0.000054 seconds

 1386: 0.708318, 0.703850 avg loss, 0.001000 rate, 20.575575 seconds, 88704 images, 11.091630 hours left
Loaded: 0.000054 seconds

 1387: 0.759273, 0.709393 avg loss, 0.001000 rate, 20.595408 seconds, 88768 images, 11.130117 hours left
Loaded: 0.000067 seconds

 1388: 0.710973, 0.709551 avg loss, 0.001000 rate, 20.561627 seconds, 88832 images, 11.168307 hours left
Loaded: 0.000059 seconds

 1389: 0.854336, 0.724029 avg loss, 0.001000 rate, 20.621385 seconds, 88896 images, 11.205814 hours left
Loaded: 0.000064 seconds

 1390: 0.792432, 0.730870 avg loss, 0.001000 rate, 20.591414 seconds, 88960 images, 11.243320 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000053 seconds

 1391: 0.818259, 0.739609 avg loss, 0.001000 rate, 8.145517 seconds, 89024 images, 11.280178 hours left
Loaded: 0.000061 seconds

 1392: 0.667955, 0.732443 avg loss, 0.001000 rate, 8.400091 seconds, 89088 images, 11.226411 hours left
Loaded: 0.000045 seconds

 1393: 0.694196, 0.728618 avg loss, 0.001000 rate, 8.400882 seconds, 89152 images, 11.175004 hours left
Loaded: 0.000063 seconds

 1394: 0.767242, 0.732481 avg loss, 0.001000 rate, 8.418013 seconds, 89216 images, 11.124092 hours left
Loaded: 0.000052 seconds

 1395: 0.751725, 0.734405 avg loss, 0.001000 rate, 8.411323 seconds, 89280 images, 11.073791 hours left
Loaded: 0.000068 seconds

 1396: 0.657010, 0.726666 avg loss, 0.001000 rate, 8.417926 seconds, 89344 images, 11.023922 hours left
Loaded: 0.000087 seconds

 1397: 0.697974, 0.723797 avg loss, 0.001000 rate, 8.429651 seconds, 89408 images, 10.974576 hours left
Loaded: 0.000044 seconds

 1398: 0.786831, 0.730100 avg loss, 0.001000 rate, 8.390269 seconds, 89472 images, 10.925784 hours left
Loaded: 0.000059 seconds

 1399: 0.894271, 0.746517 avg loss, 0.001000 rate, 8.421180 seconds, 89536 images, 10.877172 hours left
Loaded: 0.000047 seconds

 1400: 0.778007, 0.749666 avg loss, 0.001000 rate, 8.413962 seconds, 89600 images, 10.829246 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 1401: 0.629826, 0.737682 avg loss, 0.001000 rate, 6.735056 seconds, 89664 images, 10.781723 hours left
Loaded: 0.000043 seconds

 1402: 0.785727, 0.742487 avg loss, 0.001000 rate, 6.955877 seconds, 89728 images, 10.722532 hours left
Loaded: 0.000045 seconds

 1403: 0.714866, 0.739725 avg loss, 0.001000 rate, 6.967811 seconds, 89792 images, 10.665506 hours left
Loaded: 0.000064 seconds

 1404: 0.660748, 0.731827 avg loss, 0.001000 rate, 6.948173 seconds, 89856 images, 10.609118 hours left
Loaded: 0.000054 seconds

 1405: 0.804085, 0.739053 avg loss, 0.001000 rate, 6.953793 seconds, 89920 images, 10.553134 hours left
Loaded: 0.000046 seconds

 1406: 0.960844, 0.761232 avg loss, 0.001000 rate, 6.939596 seconds, 89984 images, 10.497730 hours left
Loaded: 0.000041 seconds

 1407: 0.704830, 0.755592 avg loss, 0.001000 rate, 6.946988 seconds, 90048 images, 10.442759 hours left
Loaded: 0.000056 seconds

 1408: 0.687740, 0.748807 avg loss, 0.001000 rate, 6.939054 seconds, 90112 images, 10.388372 hours left
Loaded: 0.000065 seconds

 1409: 0.801089, 0.754035 avg loss, 0.001000 rate, 6.940694 seconds, 90176 images, 10.334452 hours left
Loaded: 0.000070 seconds

 1410: 0.772009, 0.755832 avg loss, 0.001000 rate, 6.940097 seconds, 90240 images, 10.281064 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1411: 0.668149, 0.747064 avg loss, 0.001000 rate, 8.134232 seconds, 90304 images, 10.228186 hours left
Loaded: 0.000041 seconds

 1412: 0.721848, 0.744542 avg loss, 0.001000 rate, 8.413952 seconds, 90368 images, 10.184405 hours left
Loaded: 0.000081 seconds

 1413: 0.687274, 0.738816 avg loss, 0.001000 rate, 8.416125 seconds, 90432 images, 10.143051 hours left
Loaded: 0.000044 seconds

 1414: 0.724351, 0.737369 avg loss, 0.001000 rate, 8.390450 seconds, 90496 images, 10.102103 hours left
Loaded: 0.000043 seconds

 1415: 0.729924, 0.736625 avg loss, 0.001000 rate, 8.401802 seconds, 90560 images, 10.061356 hours left
Loaded: 0.000045 seconds

 1416: 0.673954, 0.730358 avg loss, 0.001000 rate, 8.418102 seconds, 90624 images, 10.021074 hours left
Loaded: 0.000045 seconds

 1417: 0.714490, 0.728771 avg loss, 0.001000 rate, 8.412138 seconds, 90688 images, 9.981289 hours left
Loaded: 0.000060 seconds

 1418: 0.698358, 0.725730 avg loss, 0.001000 rate, 8.427881 seconds, 90752 images, 9.941836 hours left
Loaded: 0.000052 seconds

 1419: 0.733873, 0.726544 avg loss, 0.001000 rate, 8.416468 seconds, 90816 images, 9.902867 hours left
Loaded: 0.000046 seconds

 1420: 0.735501, 0.727440 avg loss, 0.001000 rate, 8.393973 seconds, 90880 images, 9.864182 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1421: 0.835022, 0.738198 avg loss, 0.001000 rate, 8.160960 seconds, 90944 images, 9.825699 hours left
Loaded: 0.000042 seconds

 1422: 0.838062, 0.748184 avg loss, 0.001000 rate, 8.393155 seconds, 91008 images, 9.785909 hours left
Loaded: 0.000044 seconds

 1423: 0.599810, 0.733347 avg loss, 0.001000 rate, 8.412720 seconds, 91072 images, 9.748156 hours left
Loaded: 0.000055 seconds

 1424: 0.818681, 0.741880 avg loss, 0.001000 rate, 8.393866 seconds, 91136 images, 9.710898 hours left
Loaded: 0.000047 seconds

 1425: 0.767892, 0.744481 avg loss, 0.001000 rate, 8.429887 seconds, 91200 images, 9.673854 hours left
Loaded: 0.000040 seconds

 1426: 0.617624, 0.731796 avg loss, 0.001000 rate, 8.403614 seconds, 91264 images, 9.637414 hours left
Loaded: 0.000039 seconds

 1427: 0.660849, 0.724701 avg loss, 0.001000 rate, 8.394819 seconds, 91328 images, 9.601128 hours left
Loaded: 0.000053 seconds

 1428: 0.812196, 0.733451 avg loss, 0.001000 rate, 8.413182 seconds, 91392 images, 9.565119 hours left
Loaded: 0.000044 seconds

 1429: 0.832418, 0.743347 avg loss, 0.001000 rate, 8.386290 seconds, 91456 images, 9.529578 hours left
Loaded: 0.000048 seconds

 1430: 0.701590, 0.739172 avg loss, 0.001000 rate, 8.426965 seconds, 91520 images, 9.494177 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1431: 0.712195, 0.736474 avg loss, 0.001000 rate, 12.226738 seconds, 91584 images, 9.459396 hours left
Loaded: 0.000045 seconds

 1432: 0.701886, 0.733015 avg loss, 0.001000 rate, 12.624401 seconds, 91648 images, 9.452056 hours left
Loaded: 0.000048 seconds

 1433: 0.700127, 0.729726 avg loss, 0.001000 rate, 12.603495 seconds, 91712 images, 9.447592 hours left
Loaded: 0.000063 seconds

 1434: 0.748180, 0.731572 avg loss, 0.001000 rate, 12.616413 seconds, 91776 images, 9.442988 hours left
Loaded: 0.000095 seconds

 1435: 0.698458, 0.728260 avg loss, 0.001000 rate, 12.625054 seconds, 91840 images, 9.438488 hours left
Loaded: 0.000052 seconds

 1436: 0.599124, 0.715347 avg loss, 0.001000 rate, 12.599204 seconds, 91904 images, 9.434059 hours left
Loaded: 0.000047 seconds

 1437: 0.708891, 0.714701 avg loss, 0.001000 rate, 12.600900 seconds, 91968 images, 9.429455 hours left
Loaded: 0.000080 seconds

 1438: 0.643649, 0.707596 avg loss, 0.001000 rate, 12.579822 seconds, 92032 images, 9.424874 hours left
Loaded: 0.000053 seconds

 1439: 0.600653, 0.696902 avg loss, 0.001000 rate, 12.585578 seconds, 92096 images, 9.420155 hours left
Loaded: 0.000040 seconds

 1440: 0.686896, 0.695901 avg loss, 0.001000 rate, 12.636418 seconds, 92160 images, 9.415488 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1441: 0.787845, 0.705095 avg loss, 0.001000 rate, 8.144166 seconds, 92224 images, 9.411195 hours left
Loaded: 0.000074 seconds

 1442: 0.817305, 0.716316 avg loss, 0.001000 rate, 8.402498 seconds, 92288 images, 9.374977 hours left
Loaded: 0.000040 seconds

 1443: 0.822604, 0.726945 avg loss, 0.001000 rate, 8.391046 seconds, 92352 images, 9.340934 hours left
Loaded: 0.000057 seconds

 1444: 0.679035, 0.722154 avg loss, 0.001000 rate, 8.409992 seconds, 92416 images, 9.307126 hours left
Loaded: 0.000044 seconds

 1445: 0.696435, 0.719582 avg loss, 0.001000 rate, 8.403226 seconds, 92480 images, 9.273768 hours left
Loaded: 0.000042 seconds

 1446: 0.720430, 0.719667 avg loss, 0.001000 rate, 8.400771 seconds, 92544 images, 9.240672 hours left
Loaded: 0.000047 seconds

 1447: 0.799136, 0.727614 avg loss, 0.001000 rate, 8.418186 seconds, 92608 images, 9.207867 hours left
Loaded: 0.000041 seconds

 1448: 0.699608, 0.724813 avg loss, 0.001000 rate, 8.411605 seconds, 92672 images, 9.175490 hours left
Loaded: 0.000040 seconds

 1449: 0.719333, 0.724265 avg loss, 0.001000 rate, 8.441266 seconds, 92736 images, 9.143366 hours left
Loaded: 0.000048 seconds

 1450: 0.704033, 0.722242 avg loss, 0.001000 rate, 8.401212 seconds, 92800 images, 9.111750 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1451: 0.798859, 0.729904 avg loss, 0.001000 rate, 8.157067 seconds, 92864 images, 9.080143 hours left
Loaded: 0.000042 seconds

 1452: 0.765366, 0.733450 avg loss, 0.001000 rate, 8.417458 seconds, 92928 images, 9.047101 hours left
Loaded: 0.000042 seconds

 1453: 0.673641, 0.727469 avg loss, 0.001000 rate, 8.407433 seconds, 92992 images, 9.016209 hours left
Loaded: 0.000039 seconds

 1454: 0.621882, 0.716910 avg loss, 0.001000 rate, 8.402701 seconds, 93056 images, 8.985532 hours left
Loaded: 0.000059 seconds

 1455: 0.730535, 0.718273 avg loss, 0.001000 rate, 8.412047 seconds, 93120 images, 8.955104 hours left
Loaded: 0.000045 seconds

 1456: 0.670587, 0.713504 avg loss, 0.001000 rate, 8.389722 seconds, 93184 images, 8.925024 hours left
Loaded: 0.000084 seconds

 1457: 0.777404, 0.719894 avg loss, 0.001000 rate, 8.406081 seconds, 93248 images, 8.895063 hours left
Loaded: 0.000067 seconds

 1458: 0.776286, 0.725533 avg loss, 0.001000 rate, 8.410766 seconds, 93312 images, 8.865495 hours left
Loaded: 0.000043 seconds

 1459: 0.621844, 0.715164 avg loss, 0.001000 rate, 8.421907 seconds, 93376 images, 8.836232 hours left
Loaded: 0.000049 seconds

 1460: 0.719994, 0.715647 avg loss, 0.001000 rate, 8.393872 seconds, 93440 images, 8.807316 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1461: 0.651749, 0.709258 avg loss, 0.001000 rate, 9.463827 seconds, 93504 images, 8.778469 hours left
Loaded: 0.000063 seconds

 1462: 0.630136, 0.701345 avg loss, 0.001000 rate, 9.758527 seconds, 93568 images, 8.757433 hours left
Loaded: 0.000060 seconds

 1463: 0.646206, 0.695831 avg loss, 0.001000 rate, 9.729730 seconds, 93632 images, 8.738659 hours left
Loaded: 0.000043 seconds

 1464: 0.711929, 0.697441 avg loss, 0.001000 rate, 9.747880 seconds, 93696 images, 8.719843 hours left
Loaded: 0.000051 seconds

 1465: 0.857433, 0.713440 avg loss, 0.001000 rate, 9.729601 seconds, 93760 images, 8.701315 hours left
Loaded: 0.000041 seconds

 1466: 0.619281, 0.704024 avg loss, 0.001000 rate, 9.739752 seconds, 93824 images, 8.682817 hours left
Loaded: 0.000043 seconds

 1467: 0.570032, 0.690625 avg loss, 0.001000 rate, 9.727866 seconds, 93888 images, 8.664548 hours left
Loaded: 0.000044 seconds

 1468: 0.827206, 0.704283 avg loss, 0.001000 rate, 9.776366 seconds, 93952 images, 8.646351 hours left
Loaded: 0.000059 seconds

 1469: 0.682379, 0.702093 avg loss, 0.001000 rate, 9.742907 seconds, 94016 images, 8.628650 hours left
Loaded: 0.000050 seconds

 1470: 0.678592, 0.699743 avg loss, 0.001000 rate, 9.763305 seconds, 94080 images, 8.610864 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000084 seconds

 1471: 0.594382, 0.689207 avg loss, 0.001000 rate, 14.548248 seconds, 94144 images, 8.593372 hours left
Loaded: 0.000048 seconds

 1472: 0.672755, 0.687562 avg loss, 0.001000 rate, 15.017704 seconds, 94208 images, 8.609643 hours left
Loaded: 0.000049 seconds

 1473: 0.661601, 0.684965 avg loss, 0.001000 rate, 15.022744 seconds, 94272 images, 8.629006 hours left
Loaded: 0.000073 seconds

 1474: 0.798749, 0.696344 avg loss, 0.001000 rate, 15.008299 seconds, 94336 images, 8.648169 hours left
Loaded: 0.000071 seconds

 1475: 0.634763, 0.690186 avg loss, 0.001000 rate, 15.020835 seconds, 94400 images, 8.666998 hours left
Loaded: 0.000046 seconds

 1476: 0.674616, 0.688629 avg loss, 0.001000 rate, 15.037067 seconds, 94464 images, 8.685685 hours left
Loaded: 0.000059 seconds

 1477: 0.666239, 0.686390 avg loss, 0.001000 rate, 14.993950 seconds, 94528 images, 8.704256 hours left
Loaded: 0.000051 seconds

 1478: 0.803725, 0.698123 avg loss, 0.001000 rate, 15.028162 seconds, 94592 images, 8.722299 hours left
Loaded: 0.000049 seconds

 1479: 0.570185, 0.685329 avg loss, 0.001000 rate, 15.024689 seconds, 94656 images, 8.740359 hours left
Loaded: 0.000043 seconds

 1480: 0.711136, 0.687910 avg loss, 0.001000 rate, 15.025596 seconds, 94720 images, 8.758172 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 1481: 0.680180, 0.687137 avg loss, 0.001000 rate, 20.034361 seconds, 94784 images, 8.775772 hours left
Loaded: 0.000068 seconds

 1482: 0.758221, 0.694246 avg loss, 0.001000 rate, 20.603451 seconds, 94848 images, 8.828202 hours left
Loaded: 0.000073 seconds

 1483: 0.832606, 0.708082 avg loss, 0.001000 rate, 20.587481 seconds, 94912 images, 8.884033 hours left
Loaded: 0.000067 seconds

 1484: 0.817499, 0.719023 avg loss, 0.001000 rate, 20.577120 seconds, 94976 images, 8.939136 hours left
Loaded: 0.000065 seconds

 1485: 0.761398, 0.723261 avg loss, 0.001000 rate, 20.552305 seconds, 95040 images, 8.993558 hours left
Loaded: 0.000060 seconds

 1486: 0.703078, 0.721242 avg loss, 0.001000 rate, 20.595986 seconds, 95104 images, 9.047205 hours left
Loaded: 0.000066 seconds

 1487: 0.703127, 0.719431 avg loss, 0.001000 rate, 20.583278 seconds, 95168 images, 9.100564 hours left
Loaded: 0.000058 seconds

 1488: 0.811406, 0.728628 avg loss, 0.001000 rate, 20.599074 seconds, 95232 images, 9.153244 hours left
Loaded: 0.000088 seconds

 1489: 0.655146, 0.721280 avg loss, 0.001000 rate, 20.573043 seconds, 95296 images, 9.205450 hours left
Loaded: 0.000100 seconds

 1490: 0.762909, 0.725443 avg loss, 0.001000 rate, 20.601580 seconds, 95360 images, 9.256895 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000054 seconds

 1491: 0.724476, 0.725346 avg loss, 0.001000 rate, 12.202006 seconds, 95424 images, 9.307967 hours left
Loaded: 0.000061 seconds

 1492: 0.733309, 0.726143 avg loss, 0.001000 rate, 12.592825 seconds, 95488 images, 9.299932 hours left
Loaded: 0.000048 seconds

 1493: 0.647883, 0.718317 avg loss, 0.001000 rate, 12.578639 seconds, 95552 images, 9.294665 hours left
Loaded: 0.000043 seconds

 1494: 0.598458, 0.706331 avg loss, 0.001000 rate, 12.621295 seconds, 95616 images, 9.289317 hours left
Loaded: 0.000059 seconds

 1495: 0.584651, 0.694163 avg loss, 0.001000 rate, 12.606193 seconds, 95680 images, 9.284285 hours left
Loaded: 0.000048 seconds

 1496: 0.615794, 0.686326 avg loss, 0.001000 rate, 12.590964 seconds, 95744 images, 9.279163 hours left
Loaded: 0.000052 seconds

 1497: 0.740484, 0.691742 avg loss, 0.001000 rate, 12.608597 seconds, 95808 images, 9.273950 hours left
Loaded: 0.000078 seconds

 1498: 0.696972, 0.692265 avg loss, 0.001000 rate, 12.605065 seconds, 95872 images, 9.268878 hours left
Loaded: 0.000043 seconds

 1499: 0.519080, 0.674946 avg loss, 0.001000 rate, 12.588225 seconds, 95936 images, 9.263797 hours left
Loaded: 0.000043 seconds

 1500: 0.709938, 0.678446 avg loss, 0.001000 rate, 12.618910 seconds, 96000 images, 9.258614 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000068 seconds

 1501: 0.839729, 0.694574 avg loss, 0.001000 rate, 8.165467 seconds, 96064 images, 9.253661 hours left
Loaded: 0.000057 seconds

 1502: 0.686689, 0.693785 avg loss, 0.001000 rate, 8.382751 seconds, 96128 images, 9.217808 hours left
Loaded: 0.000055 seconds

 1503: 0.668976, 0.691304 avg loss, 0.001000 rate, 8.422384 seconds, 96192 images, 9.183799 hours left
Loaded: 0.000063 seconds

 1504: 0.724712, 0.694645 avg loss, 0.001000 rate, 8.409688 seconds, 96256 images, 9.150382 hours left
Loaded: 0.000042 seconds

 1505: 0.562731, 0.681454 avg loss, 0.001000 rate, 8.414109 seconds, 96320 images, 9.117189 hours left
Loaded: 0.000066 seconds

 1506: 0.636872, 0.676996 avg loss, 0.001000 rate, 8.408796 seconds, 96384 images, 9.084334 hours left
Loaded: 0.000046 seconds

 1507: 0.684745, 0.677771 avg loss, 0.001000 rate, 8.414861 seconds, 96448 images, 9.051748 hours left
Loaded: 0.000072 seconds

 1508: 0.686371, 0.678631 avg loss, 0.001000 rate, 8.416195 seconds, 96512 images, 9.019505 hours left
Loaded: 0.000041 seconds

 1509: 0.731298, 0.683897 avg loss, 0.001000 rate, 8.425218 seconds, 96576 images, 8.987571 hours left
Loaded: 0.000045 seconds

 1510: 0.719008, 0.687408 avg loss, 0.001000 rate, 8.430461 seconds, 96640 images, 8.955995 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 1511: 0.802414, 0.698909 avg loss, 0.001000 rate, 22.093005 seconds, 96704 images, 8.924749 hours left
Loaded: 0.000059 seconds

 1512: 0.883607, 0.717379 avg loss, 0.001000 rate, 22.752098 seconds, 96768 images, 8.988252 hours left
Loaded: 0.000108 seconds

 1513: 0.753714, 0.721012 avg loss, 0.001000 rate, 22.730023 seconds, 96832 images, 9.055614 hours left
Loaded: 0.000049 seconds

 1514: 0.677253, 0.716636 avg loss, 0.001000 rate, 22.729740 seconds, 96896 images, 9.122088 hours left
Loaded: 0.000054 seconds

 1515: 0.730839, 0.718057 avg loss, 0.001000 rate, 22.749603 seconds, 96960 images, 9.187831 hours left
Loaded: 0.000058 seconds

 1516: 0.802153, 0.726466 avg loss, 0.001000 rate, 22.739418 seconds, 97024 images, 9.252991 hours left
Loaded: 0.000066 seconds

 1517: 0.760767, 0.729896 avg loss, 0.001000 rate, 22.734592 seconds, 97088 images, 9.317365 hours left
Loaded: 0.000055 seconds

 1518: 0.793059, 0.736213 avg loss, 0.001000 rate, 22.741801 seconds, 97152 images, 9.380999 hours left
Loaded: 0.000064 seconds

 1519: 0.663076, 0.728899 avg loss, 0.001000 rate, 22.736263 seconds, 97216 images, 9.443983 hours left
Loaded: 0.000058 seconds

 1520: 0.819129, 0.737922 avg loss, 0.001000 rate, 22.716916 seconds, 97280 images, 9.506236 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 1521: 0.682897, 0.732419 avg loss, 0.001000 rate, 19.956188 seconds, 97344 images, 9.567671 hours left
Loaded: 0.000060 seconds

 1522: 0.742993, 0.733477 avg loss, 0.001000 rate, 20.601796 seconds, 97408 images, 9.609421 hours left
Loaded: 0.000054 seconds

 1523: 0.735389, 0.733668 avg loss, 0.001000 rate, 20.629185 seconds, 97472 images, 9.655138 hours left
Loaded: 0.000064 seconds

 1524: 0.633660, 0.723667 avg loss, 0.001000 rate, 20.599636 seconds, 97536 images, 9.700529 hours left
Loaded: 0.000049 seconds

 1525: 0.783163, 0.729617 avg loss, 0.001000 rate, 20.598592 seconds, 97600 images, 9.745205 hours left
Loaded: 0.000063 seconds

 1526: 0.667257, 0.723381 avg loss, 0.001000 rate, 20.609559 seconds, 97664 images, 9.789371 hours left
Loaded: 0.000078 seconds

 1527: 0.822463, 0.733289 avg loss, 0.001000 rate, 20.596405 seconds, 97728 images, 9.833114 hours left
Loaded: 0.000070 seconds

 1528: 0.678879, 0.727848 avg loss, 0.001000 rate, 20.585951 seconds, 97792 images, 9.876271 hours left
Loaded: 0.000049 seconds

 1529: 0.692302, 0.724293 avg loss, 0.001000 rate, 20.582943 seconds, 97856 images, 9.918867 hours left
Loaded: 0.000051 seconds

 1530: 0.698659, 0.721730 avg loss, 0.001000 rate, 20.581804 seconds, 97920 images, 9.960959 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 1531: 0.696142, 0.719171 avg loss, 0.001000 rate, 18.124878 seconds, 97984 images, 10.002566 hours left
Loaded: 0.000043 seconds

 1532: 0.687447, 0.715999 avg loss, 0.001000 rate, 18.733178 seconds, 98048 images, 10.026849 hours left
Loaded: 0.000069 seconds

 1533: 0.615242, 0.705923 avg loss, 0.001000 rate, 18.713371 seconds, 98112 images, 10.055009 hours left
Loaded: 0.000058 seconds

 1534: 0.753992, 0.710730 avg loss, 0.001000 rate, 18.728488 seconds, 98176 images, 10.082699 hours left
Loaded: 0.000059 seconds

 1535: 0.749487, 0.714606 avg loss, 0.001000 rate, 18.722882 seconds, 98240 images, 10.110165 hours left
Loaded: 0.000065 seconds

 1536: 0.695185, 0.712664 avg loss, 0.001000 rate, 18.719449 seconds, 98304 images, 10.137265 hours left
Loaded: 0.000049 seconds

 1537: 0.811148, 0.722512 avg loss, 0.001000 rate, 18.708715 seconds, 98368 images, 10.164020 hours left
Loaded: 0.000051 seconds

 1538: 0.624966, 0.712757 avg loss, 0.001000 rate, 18.732272 seconds, 98432 images, 10.190381 hours left
Loaded: 0.000050 seconds

 1539: 0.613354, 0.702817 avg loss, 0.001000 rate, 18.709963 seconds, 98496 images, 10.216587 hours left
Loaded: 0.000052 seconds

 1540: 0.604699, 0.693005 avg loss, 0.001000 rate, 18.699108 seconds, 98560 images, 10.242326 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1541: 0.730404, 0.696745 avg loss, 0.001000 rate, 11.049944 seconds, 98624 images, 10.267688 hours left
Loaded: 0.000049 seconds

 1542: 0.786933, 0.705764 avg loss, 0.001000 rate, 11.378238 seconds, 98688 images, 10.240490 hours left
Loaded: 0.000050 seconds

 1543: 0.674221, 0.702610 avg loss, 0.001000 rate, 11.352608 seconds, 98752 images, 10.215776 hours left
Loaded: 0.000051 seconds

 1544: 0.730592, 0.705408 avg loss, 0.001000 rate, 11.387334 seconds, 98816 images, 10.191102 hours left
Loaded: 0.000076 seconds

 1545: 0.581663, 0.693033 avg loss, 0.001000 rate, 11.313685 seconds, 98880 images, 10.166880 hours left
Loaded: 0.000040 seconds

 1546: 0.608793, 0.684609 avg loss, 0.001000 rate, 11.326677 seconds, 98944 images, 10.142366 hours left
Loaded: 0.000064 seconds

 1547: 0.657798, 0.681928 avg loss, 0.001000 rate, 11.327167 seconds, 99008 images, 10.118155 hours left
Loaded: 0.000046 seconds

 1548: 0.682284, 0.681964 avg loss, 0.001000 rate, 11.359068 seconds, 99072 images, 10.094158 hours left
Loaded: 0.000053 seconds

 1549: 0.661323, 0.679900 avg loss, 0.001000 rate, 11.331456 seconds, 99136 images, 10.070586 hours left
Loaded: 0.000091 seconds

 1550: 0.632890, 0.675199 avg loss, 0.001000 rate, 11.342543 seconds, 99200 images, 10.047031 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

 1551: 0.682835, 0.675962 avg loss, 0.001000 rate, 19.977077 seconds, 99264 images, 10.023756 hours left
Loaded: 0.000048 seconds

 1552: 0.844936, 0.692860 avg loss, 0.001000 rate, 20.608478 seconds, 99328 images, 10.059421 hours left
Loaded: 0.000059 seconds

 1553: 0.677577, 0.691331 avg loss, 0.001000 rate, 20.568794 seconds, 99392 images, 10.098971 hours left
Loaded: 0.000072 seconds

 1554: 0.658837, 0.688082 avg loss, 0.001000 rate, 20.594355 seconds, 99456 images, 10.137795 hours left
Loaded: 0.000056 seconds

 1555: 0.754349, 0.694709 avg loss, 0.001000 rate, 20.560297 seconds, 99520 images, 10.176346 hours left
Loaded: 0.000049 seconds

 1556: 0.650484, 0.690286 avg loss, 0.001000 rate, 20.593453 seconds, 99584 images, 10.214224 hours left
Loaded: 0.000069 seconds

 1557: 0.771248, 0.698382 avg loss, 0.001000 rate, 20.545979 seconds, 99648 images, 10.251891 hours left
Loaded: 0.000078 seconds

 1558: 0.810266, 0.709571 avg loss, 0.001000 rate, 20.591520 seconds, 99712 images, 10.288801 hours left
Loaded: 0.000061 seconds

 1559: 0.710019, 0.709615 avg loss, 0.001000 rate, 20.567531 seconds, 99776 images, 10.325594 hours left
Loaded: 0.000056 seconds

 1560: 0.710240, 0.709678 avg loss, 0.001000 rate, 20.591522 seconds, 99840 images, 10.361801 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 1561: 0.696975, 0.708408 avg loss, 0.001000 rate, 15.781840 seconds, 99904 images, 10.397749 hours left
Loaded: 0.000065 seconds

 1562: 0.725788, 0.710146 avg loss, 0.001000 rate, 16.256158 seconds, 99968 images, 10.400696 hours left
Loaded: 0.000048 seconds

 1563: 0.620934, 0.701225 avg loss, 0.001000 rate, 16.259426 seconds, 100032 images, 10.406782 hours left
Loaded: 0.000044 seconds

 1564: 0.667604, 0.697863 avg loss, 0.001000 rate, 16.289309 seconds, 100096 images, 10.412784 hours left
Loaded: 0.000063 seconds

 1565: 0.694065, 0.697483 avg loss, 0.001000 rate, 16.264381 seconds, 100160 images, 10.418882 hours left
Loaded: 0.000051 seconds

 1566: 0.618243, 0.689559 avg loss, 0.001000 rate, 16.255948 seconds, 100224 images, 10.424706 hours left
Loaded: 0.000049 seconds

 1567: 0.663968, 0.687000 avg loss, 0.001000 rate, 16.274435 seconds, 100288 images, 10.430369 hours left
Loaded: 0.000076 seconds

 1568: 0.613433, 0.679643 avg loss, 0.001000 rate, 16.226066 seconds, 100352 images, 10.436056 hours left
Loaded: 0.000043 seconds

 1569: 0.740748, 0.685754 avg loss, 0.001000 rate, 16.243283 seconds, 100416 images, 10.441313 hours left
Loaded: 0.000057 seconds

 1570: 0.763946, 0.693573 avg loss, 0.001000 rate, 16.243817 seconds, 100480 images, 10.446590 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1571: 0.757830, 0.699998 avg loss, 0.001000 rate, 22.105776 seconds, 100544 images, 10.451772 hours left
Loaded: 0.000051 seconds

 1572: 0.727882, 0.702787 avg loss, 0.001000 rate, 22.725145 seconds, 100608 images, 10.496409 hours left
Loaded: 0.000085 seconds

 1573: 0.761565, 0.708665 avg loss, 0.001000 rate, 22.717307 seconds, 100672 images, 10.544716 hours left
Loaded: 0.000061 seconds

 1574: 0.753837, 0.713182 avg loss, 0.001000 rate, 22.743235 seconds, 100736 images, 10.592423 hours left
Loaded: 0.000056 seconds

 1575: 0.768540, 0.718718 avg loss, 0.001000 rate, 22.728179 seconds, 100800 images, 10.639766 hours left
Loaded: 0.000049 seconds

 1576: 0.720940, 0.718940 avg loss, 0.001000 rate, 22.714507 seconds, 100864 images, 10.686470 hours left
Loaded: 0.000051 seconds

 1577: 0.789770, 0.726023 avg loss, 0.001000 rate, 22.738576 seconds, 100928 images, 10.732552 hours left
Loaded: 0.000074 seconds

 1578: 0.692133, 0.722634 avg loss, 0.001000 rate, 22.730972 seconds, 100992 images, 10.778272 hours left
Loaded: 0.000089 seconds

 1579: 0.716579, 0.722028 avg loss, 0.001000 rate, 22.726382 seconds, 101056 images, 10.823420 hours left
Loaded: 0.000058 seconds

 1580: 0.757547, 0.725580 avg loss, 0.001000 rate, 22.734946 seconds, 101120 images, 10.868023 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000041 seconds

 1581: 0.670060, 0.720028 avg loss, 0.001000 rate, 11.069005 seconds, 101184 images, 10.912175 hours left
Loaded: 0.000044 seconds

 1582: 0.599534, 0.707979 avg loss, 0.001000 rate, 11.342493 seconds, 101248 images, 10.877432 hours left
Loaded: 0.000041 seconds

 1583: 0.580010, 0.695182 avg loss, 0.001000 rate, 11.323896 seconds, 101312 images, 10.844844 hours left
Loaded: 0.000055 seconds

 1584: 0.646322, 0.690296 avg loss, 0.001000 rate, 11.340115 seconds, 101376 images, 10.812425 hours left
Loaded: 0.000048 seconds

 1585: 0.722079, 0.693474 avg loss, 0.001000 rate, 11.367748 seconds, 101440 images, 10.780407 hours left
Loaded: 0.000049 seconds

 1586: 0.623057, 0.686432 avg loss, 0.001000 rate, 11.323469 seconds, 101504 images, 10.748865 hours left
Loaded: 0.000044 seconds

 1587: 0.534121, 0.671201 avg loss, 0.001000 rate, 11.305186 seconds, 101568 images, 10.717309 hours left
Loaded: 0.000056 seconds

 1588: 0.576021, 0.661683 avg loss, 0.001000 rate, 11.335978 seconds, 101632 images, 10.685915 hours left
Loaded: 0.000058 seconds

 1589: 0.631104, 0.658625 avg loss, 0.001000 rate, 11.340978 seconds, 101696 images, 10.655009 hours left
Loaded: 0.000059 seconds

 1590: 0.866071, 0.679370 avg loss, 0.001000 rate, 11.379987 seconds, 101760 images, 10.624414 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000052 seconds

 1591: 0.781437, 0.689577 avg loss, 0.001000 rate, 20.019969 seconds, 101824 images, 10.594355 hours left
Loaded: 0.000045 seconds

 1592: 0.693408, 0.689960 avg loss, 0.001000 rate, 20.596326 seconds, 101888 images, 10.622381 hours left
Loaded: 0.000064 seconds

 1593: 0.652337, 0.686197 avg loss, 0.001000 rate, 20.580664 seconds, 101952 images, 10.653926 hours left
Loaded: 0.000050 seconds

 1594: 0.701894, 0.687767 avg loss, 0.001000 rate, 20.585058 seconds, 102016 images, 10.684994 hours left
Loaded: 0.000096 seconds

 1595: 0.756616, 0.694652 avg loss, 0.001000 rate, 20.567950 seconds, 102080 images, 10.715723 hours left
Loaded: 0.000064 seconds

 1596: 0.650461, 0.690233 avg loss, 0.001000 rate, 20.576334 seconds, 102144 images, 10.745973 hours left
Loaded: 0.000062 seconds

 1597: 0.645718, 0.685781 avg loss, 0.001000 rate, 20.563171 seconds, 102208 images, 10.775920 hours left
Loaded: 0.000084 seconds

 1598: 0.573449, 0.674548 avg loss, 0.001000 rate, 20.571299 seconds, 102272 images, 10.805423 hours left
Loaded: 0.000063 seconds

 1599: 0.667519, 0.673845 avg loss, 0.001000 rate, 20.569264 seconds, 102336 images, 10.834627 hours left
Loaded: 0.000058 seconds

 1600: 0.632536, 0.669714 avg loss, 0.001000 rate, 20.582081 seconds, 102400 images, 10.863469 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000050 seconds

 1601: 0.729923, 0.675735 avg loss, 0.001000 rate, 11.041228 seconds, 102464 images, 10.892050 hours left
Loaded: 0.000060 seconds

 1602: 0.507153, 0.658877 avg loss, 0.001000 rate, 11.330349 seconds, 102528 images, 10.856709 hours left
Loaded: 0.000048 seconds

 1603: 0.642897, 0.657279 avg loss, 0.001000 rate, 11.353092 seconds, 102592 images, 10.823616 hours left
Loaded: 0.000058 seconds

 1604: 0.665953, 0.658146 avg loss, 0.001000 rate, 11.363891 seconds, 102656 images, 10.790975 hours left
Loaded: 0.000050 seconds

 1605: 0.697062, 0.662038 avg loss, 0.001000 rate, 11.342624 seconds, 102720 images, 10.758700 hours left
Loaded: 0.000055 seconds

 1606: 0.616440, 0.657478 avg loss, 0.001000 rate, 11.365570 seconds, 102784 images, 10.726575 hours left
Loaded: 0.000040 seconds

 1607: 0.644045, 0.656135 avg loss, 0.001000 rate, 11.357327 seconds, 102848 images, 10.694892 hours left
Loaded: 0.000044 seconds

 1608: 0.599095, 0.650431 avg loss, 0.001000 rate, 11.361548 seconds, 102912 images, 10.663440 hours left
Loaded: 0.000041 seconds

 1609: 0.674775, 0.652865 avg loss, 0.001000 rate, 11.328771 seconds, 102976 images, 10.632300 hours left
Loaded: 0.000206 seconds

 1610: 0.589243, 0.646503 avg loss, 0.001000 rate, 11.343121 seconds, 103040 images, 10.601221 hours left
Resizing, random_coef = 1.40 

 448 x 448 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1611: 0.700907, 0.651944 avg loss, 0.001000 rate, 12.175064 seconds, 103104 images, 10.570517 hours left
Loaded: 0.000053 seconds

 1612: 0.626684, 0.649418 avg loss, 0.001000 rate, 12.607943 seconds, 103168 images, 10.545609 hours left
Loaded: 0.000041 seconds

 1613: 0.694350, 0.653911 avg loss, 0.001000 rate, 12.594420 seconds, 103232 images, 10.523788 hours left
Loaded: 0.000041 seconds

 1614: 0.621262, 0.650646 avg loss, 0.001000 rate, 12.602773 seconds, 103296 images, 10.502079 hours left
Loaded: 0.000043 seconds

 1615: 0.630623, 0.648644 avg loss, 0.001000 rate, 12.598410 seconds, 103360 images, 10.480590 hours left
Loaded: 0.000057 seconds

 1616: 0.630636, 0.646843 avg loss, 0.001000 rate, 12.626715 seconds, 103424 images, 10.459251 hours left
Loaded: 0.000042 seconds

 1617: 0.549498, 0.637108 avg loss, 0.001000 rate, 12.596359 seconds, 103488 images, 10.438278 hours left
Loaded: 0.000051 seconds

 1618: 0.656159, 0.639013 avg loss, 0.001000 rate, 12.613319 seconds, 103552 images, 10.417278 hours left
Loaded: 0.000046 seconds

 1619: 0.660060, 0.641118 avg loss, 0.001000 rate, 12.594248 seconds, 103616 images, 10.396565 hours left
Loaded: 0.000042 seconds

 1620: 0.619669, 0.638973 avg loss, 0.001000 rate, 12.607587 seconds, 103680 images, 10.375898 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000061 seconds

 1621: 0.782978, 0.653374 avg loss, 0.001000 rate, 19.949902 seconds, 103744 images, 10.355491 hours left
Loaded: 0.000110 seconds

 1622: 0.795296, 0.667566 avg loss, 0.001000 rate, 20.589727 seconds, 103808 images, 10.383774 hours left
Loaded: 0.000063 seconds

 1623: 0.632420, 0.664051 avg loss, 0.001000 rate, 20.538935 seconds, 103872 images, 10.415945 hours left
Loaded: 0.000074 seconds

 1624: 0.740289, 0.671675 avg loss, 0.001000 rate, 20.589268 seconds, 103936 images, 10.447402 hours left
Loaded: 0.000093 seconds

 1625: 0.739581, 0.678466 avg loss, 0.001000 rate, 20.575600 seconds, 104000 images, 10.478820 hours left
Loaded: 0.000048 seconds

 1626: 0.563511, 0.666970 avg loss, 0.001000 rate, 20.574932 seconds, 104064 images, 10.509776 hours left
Loaded: 0.000073 seconds

 1627: 0.717826, 0.672056 avg loss, 0.001000 rate, 20.564391 seconds, 104128 images, 10.540360 hours left
Loaded: 0.000082 seconds

 1628: 0.650071, 0.669857 avg loss, 0.001000 rate, 20.613011 seconds, 104192 images, 10.570512 hours left
Loaded: 0.000062 seconds

 1629: 0.651469, 0.668018 avg loss, 0.001000 rate, 20.561204 seconds, 104256 images, 10.600626 hours left
Loaded: 0.000073 seconds

 1630: 0.604729, 0.661690 avg loss, 0.001000 rate, 20.592370 seconds, 104320 images, 10.630045 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

 1631: 0.622864, 0.657807 avg loss, 0.001000 rate, 10.987857 seconds, 104384 images, 10.659313 hours left
Loaded: 0.000039 seconds

 1632: 0.672169, 0.659243 avg loss, 0.001000 rate, 11.322070 seconds, 104448 images, 10.625029 hours left
Loaded: 0.000075 seconds

 1633: 0.697972, 0.663116 avg loss, 0.001000 rate, 11.363399 seconds, 104512 images, 10.593254 hours left
Loaded: 0.000042 seconds

 1634: 0.616487, 0.658453 avg loss, 0.001000 rate, 11.338200 seconds, 104576 images, 10.562038 hours left
Loaded: 0.000046 seconds

 1635: 0.709429, 0.663551 avg loss, 0.001000 rate, 11.317120 seconds, 104640 images, 10.530937 hours left
Loaded: 0.000042 seconds

 1636: 0.623970, 0.659593 avg loss, 0.001000 rate, 11.352747 seconds, 104704 images, 10.499977 hours left
Loaded: 0.000092 seconds

 1637: 0.682241, 0.661858 avg loss, 0.001000 rate, 11.354657 seconds, 104768 images, 10.469529 hours left
Loaded: 0.000043 seconds

 1638: 0.724732, 0.668145 avg loss, 0.001000 rate, 11.328166 seconds, 104832 images, 10.439367 hours left
Loaded: 0.000040 seconds

 1639: 0.664896, 0.667820 avg loss, 0.001000 rate, 11.330465 seconds, 104896 images, 10.409300 hours left
Loaded: 0.000063 seconds

 1640: 0.666435, 0.667682 avg loss, 0.001000 rate, 11.346151 seconds, 104960 images, 10.379518 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1641: 0.688398, 0.669753 avg loss, 0.001000 rate, 15.744449 seconds, 105024 images, 10.350105 hours left
Loaded: 0.000050 seconds

 1642: 0.596444, 0.662422 avg loss, 0.001000 rate, 16.251194 seconds, 105088 images, 10.349776 hours left
Loaded: 0.000052 seconds

 1643: 0.615270, 0.657707 avg loss, 0.001000 rate, 16.252257 seconds, 105152 images, 10.352726 hours left
Loaded: 0.000068 seconds

 1644: 0.631144, 0.655051 avg loss, 0.001000 rate, 16.252520 seconds, 105216 images, 10.355608 hours left
Loaded: 0.000051 seconds

 1645: 0.693912, 0.658937 avg loss, 0.001000 rate, 16.228789 seconds, 105280 images, 10.358418 hours left
Loaded: 0.000061 seconds

 1646: 0.598310, 0.652874 avg loss, 0.001000 rate, 16.242672 seconds, 105344 images, 10.360999 hours left
Loaded: 0.000050 seconds

 1647: 0.624808, 0.650068 avg loss, 0.001000 rate, 16.262780 seconds, 105408 images, 10.363600 hours left
Loaded: 0.000061 seconds

 1648: 0.658008, 0.650862 avg loss, 0.001000 rate, 16.192132 seconds, 105472 images, 10.366262 hours left
Loaded: 0.000058 seconds

 1649: 0.687165, 0.654492 avg loss, 0.001000 rate, 16.224971 seconds, 105536 images, 10.368391 hours left
Loaded: 0.000047 seconds

 1650: 0.514981, 0.640541 avg loss, 0.001000 rate, 16.216107 seconds, 105600 images, 10.370667 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000074 seconds

 1651: 0.699209, 0.646408 avg loss, 0.001000 rate, 10.991398 seconds, 105664 images, 10.372817 hours left
Loaded: 0.000044 seconds

 1652: 0.634188, 0.645186 avg loss, 0.001000 rate, 11.354574 seconds, 105728 images, 10.340810 hours left
Loaded: 0.000040 seconds

 1653: 0.602033, 0.640870 avg loss, 0.001000 rate, 11.339999 seconds, 105792 images, 10.311462 hours left
Loaded: 0.000042 seconds

 1654: 0.589577, 0.635741 avg loss, 0.001000 rate, 11.345246 seconds, 105856 images, 10.282279 hours left
Loaded: 0.000044 seconds

 1655: 0.671883, 0.639355 avg loss, 0.001000 rate, 11.322593 seconds, 105920 images, 10.253392 hours left
Loaded: 0.000053 seconds

 1656: 0.584035, 0.633823 avg loss, 0.001000 rate, 11.341478 seconds, 105984 images, 10.224614 hours left
Loaded: 0.000038 seconds

 1657: 0.605358, 0.630977 avg loss, 0.001000 rate, 11.364404 seconds, 106048 images, 10.196215 hours left
Loaded: 0.000055 seconds

 1658: 0.753155, 0.643195 avg loss, 0.001000 rate, 11.335120 seconds, 106112 images, 10.168218 hours left
Loaded: 0.000086 seconds

 1659: 0.658182, 0.644693 avg loss, 0.001000 rate, 11.339776 seconds, 106176 images, 10.140280 hours left
Loaded: 0.000047 seconds

 1660: 0.566262, 0.636850 avg loss, 0.001000 rate, 11.326319 seconds, 106240 images, 10.112619 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000067 seconds

 1661: 0.582067, 0.631372 avg loss, 0.001000 rate, 8.142256 seconds, 106304 images, 10.085117 hours left
Loaded: 0.000054 seconds

 1662: 0.731583, 0.641393 avg loss, 0.001000 rate, 8.383057 seconds, 106368 images, 10.037169 hours left
Loaded: 0.000042 seconds

 1663: 0.638742, 0.641128 avg loss, 0.001000 rate, 8.422127 seconds, 106432 images, 9.991243 hours left
Loaded: 0.000042 seconds

 1664: 0.667689, 0.643784 avg loss, 0.001000 rate, 8.405102 seconds, 106496 images, 9.946006 hours left
Loaded: 0.000043 seconds

 1665: 0.607269, 0.640132 avg loss, 0.001000 rate, 8.429628 seconds, 106560 images, 9.901088 hours left
Loaded: 0.000038 seconds

 1666: 0.649035, 0.641023 avg loss, 0.001000 rate, 8.411030 seconds, 106624 images, 9.856754 hours left
Loaded: 0.000043 seconds

 1667: 0.738467, 0.650767 avg loss, 0.001000 rate, 8.404480 seconds, 106688 images, 9.812720 hours left
Loaded: 0.000070 seconds

 1668: 0.601894, 0.645880 avg loss, 0.001000 rate, 8.418042 seconds, 106752 images, 9.769061 hours left
Loaded: 0.000042 seconds

 1669: 0.570127, 0.638304 avg loss, 0.001000 rate, 8.393534 seconds, 106816 images, 9.725909 hours left
Loaded: 0.000040 seconds

 1670: 0.734930, 0.647967 avg loss, 0.001000 rate, 8.403750 seconds, 106880 images, 9.683000 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000055 seconds

 1671: 0.529644, 0.636135 avg loss, 0.001000 rate, 8.139553 seconds, 106944 images, 9.640563 hours left
Loaded: 0.000043 seconds

 1672: 0.775291, 0.650050 avg loss, 0.001000 rate, 8.401825 seconds, 107008 images, 9.596818 hours left
Loaded: 0.000042 seconds

 1673: 0.688976, 0.653943 avg loss, 0.001000 rate, 8.416383 seconds, 107072 images, 9.555184 hours left
Loaded: 0.000042 seconds

 1674: 0.687266, 0.657275 avg loss, 0.001000 rate, 8.403676 seconds, 107136 images, 9.514037 hours left
Loaded: 0.000049 seconds

 1675: 0.575802, 0.649128 avg loss, 0.001000 rate, 8.393876 seconds, 107200 images, 9.473196 hours left
Loaded: 0.000039 seconds

 1676: 0.687813, 0.652996 avg loss, 0.001000 rate, 8.425221 seconds, 107264 images, 9.432676 hours left
Loaded: 0.000063 seconds

 1677: 0.624110, 0.650108 avg loss, 0.001000 rate, 8.402376 seconds, 107328 images, 9.392741 hours left
Loaded: 0.000043 seconds

 1678: 0.685051, 0.653602 avg loss, 0.001000 rate, 8.422673 seconds, 107392 images, 9.353034 hours left
Loaded: 0.000041 seconds

 1679: 0.623250, 0.650567 avg loss, 0.001000 rate, 8.398138 seconds, 107456 images, 9.313832 hours left
Loaded: 0.000044 seconds

 1680: 0.573068, 0.642817 avg loss, 0.001000 rate, 8.404887 seconds, 107520 images, 9.274841 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1681: 0.624664, 0.641002 avg loss, 0.001000 rate, 9.480494 seconds, 107584 images, 9.236259 hours left
Loaded: 0.000048 seconds

 1682: 0.705935, 0.647495 avg loss, 0.001000 rate, 9.758116 seconds, 107648 images, 9.204969 hours left
Loaded: 0.000115 seconds

 1683: 0.582944, 0.641040 avg loss, 0.001000 rate, 9.763875 seconds, 107712 images, 9.175753 hours left
Loaded: 0.000079 seconds

 1684: 0.578983, 0.634834 avg loss, 0.001000 rate, 9.739798 seconds, 107776 images, 9.146839 hours left
Loaded: 0.000068 seconds

 1685: 0.491135, 0.620464 avg loss, 0.001000 rate, 9.751303 seconds, 107840 images, 9.118033 hours left
Loaded: 0.000068 seconds

 1686: 0.586900, 0.617108 avg loss, 0.001000 rate, 9.749347 seconds, 107904 images, 9.089561 hours left
Loaded: 0.000046 seconds

 1687: 0.669083, 0.622305 avg loss, 0.001000 rate, 9.751302 seconds, 107968 images, 9.061334 hours left
Loaded: 0.000052 seconds

 1688: 0.558778, 0.615953 avg loss, 0.001000 rate, 9.752888 seconds, 108032 images, 9.033375 hours left
Loaded: 0.000060 seconds

 1689: 0.590187, 0.613376 avg loss, 0.001000 rate, 9.738093 seconds, 108096 images, 9.005679 hours left
Loaded: 0.000047 seconds

 1690: 0.642378, 0.616276 avg loss, 0.001000 rate, 9.762440 seconds, 108160 images, 8.978137 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 1691: 0.637470, 0.618396 avg loss, 0.001000 rate, 9.462830 seconds, 108224 images, 8.951000 hours left
Loaded: 0.000067 seconds

 1692: 0.670938, 0.623650 avg loss, 0.001000 rate, 9.761492 seconds, 108288 images, 8.922186 hours left
Loaded: 0.000050 seconds

 1693: 0.661047, 0.627390 avg loss, 0.001000 rate, 9.759781 seconds, 108352 images, 8.895549 hours left
Loaded: 0.000048 seconds

 1694: 0.510502, 0.615701 avg loss, 0.001000 rate, 9.750899 seconds, 108416 images, 8.869139 hours left
Loaded: 0.000047 seconds

 1695: 0.557519, 0.609883 avg loss, 0.001000 rate, 9.751522 seconds, 108480 images, 8.842910 hours left
Loaded: 0.000041 seconds

 1696: 0.567887, 0.605683 avg loss, 0.001000 rate, 9.747132 seconds, 108544 images, 8.816920 hours left
Loaded: 0.000058 seconds

 1697: 0.570063, 0.602121 avg loss, 0.001000 rate, 9.746604 seconds, 108608 images, 8.791135 hours left
Loaded: 0.000066 seconds

 1698: 0.617766, 0.603686 avg loss, 0.001000 rate, 9.754847 seconds, 108672 images, 8.765589 hours left
Loaded: 0.000043 seconds

 1699: 0.562594, 0.599577 avg loss, 0.001000 rate, 9.745068 seconds, 108736 images, 8.740312 hours left
Loaded: 0.000061 seconds

 1700: 0.565832, 0.596202 avg loss, 0.001000 rate, 9.716375 seconds, 108800 images, 8.715198 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000065 seconds

 1701: 0.569829, 0.593565 avg loss, 0.001000 rate, 11.054846 seconds, 108864 images, 8.690125 hours left
Loaded: 0.000099 seconds

 1702: 0.577425, 0.591951 avg loss, 0.001000 rate, 11.334463 seconds, 108928 images, 8.673823 hours left
Loaded: 0.000051 seconds

 1703: 0.510538, 0.583810 avg loss, 0.001000 rate, 11.353313 seconds, 108992 images, 8.659439 hours left
Loaded: 0.000046 seconds

 1704: 0.634850, 0.588914 avg loss, 0.001000 rate, 11.304924 seconds, 109056 images, 8.645287 hours left
Loaded: 0.000041 seconds

 1705: 0.565202, 0.586542 avg loss, 0.001000 rate, 11.348855 seconds, 109120 images, 8.630937 hours left
Loaded: 0.000056 seconds

 1706: 0.608785, 0.588767 avg loss, 0.001000 rate, 11.330106 seconds, 109184 images, 8.616978 hours left
Loaded: 0.000075 seconds

 1707: 0.410940, 0.570984 avg loss, 0.001000 rate, 11.330982 seconds, 109248 images, 8.603009 hours left
Loaded: 0.000046 seconds

 1708: 0.505607, 0.564446 avg loss, 0.001000 rate, 11.341426 seconds, 109312 images, 8.589156 hours left
Loaded: 0.000049 seconds

 1709: 0.585896, 0.566591 avg loss, 0.001000 rate, 11.351987 seconds, 109376 images, 8.575473 hours left
Loaded: 0.000042 seconds

 1710: 0.526361, 0.562568 avg loss, 0.001000 rate, 11.331838 seconds, 109440 images, 8.561963 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1711: 0.586782, 0.564990 avg loss, 0.001000 rate, 11.016295 seconds, 109504 images, 8.548429 hours left
Loaded: 0.000056 seconds

 1712: 0.538371, 0.562328 avg loss, 0.001000 rate, 11.340374 seconds, 109568 images, 8.532992 hours left
Loaded: 0.000052 seconds

 1713: 0.578748, 0.563970 avg loss, 0.001000 rate, 11.371561 seconds, 109632 images, 8.519738 hours left
Loaded: 0.000051 seconds

 1714: 0.526935, 0.560266 avg loss, 0.001000 rate, 11.332813 seconds, 109696 images, 8.506784 hours left
Loaded: 0.000043 seconds

 1715: 0.519496, 0.556189 avg loss, 0.001000 rate, 11.330360 seconds, 109760 images, 8.493681 hours left
Loaded: 0.000050 seconds

 1716: 0.604052, 0.560975 avg loss, 0.001000 rate, 11.355819 seconds, 109824 images, 8.480663 hours left
Loaded: 0.000048 seconds

 1717: 0.552472, 0.560125 avg loss, 0.001000 rate, 11.351597 seconds, 109888 images, 8.467905 hours left
Loaded: 0.000042 seconds

 1718: 0.463086, 0.550421 avg loss, 0.001000 rate, 11.327016 seconds, 109952 images, 8.455216 hours left
Loaded: 0.000058 seconds

 1719: 0.577516, 0.553131 avg loss, 0.001000 rate, 11.331828 seconds, 110016 images, 8.442468 hours left
Loaded: 0.000048 seconds

 1720: 0.589950, 0.556813 avg loss, 0.001000 rate, 11.354208 seconds, 110080 images, 8.429844 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000054 seconds

 1721: 0.675023, 0.568634 avg loss, 0.001000 rate, 11.026580 seconds, 110144 images, 8.417458 hours left
Loaded: 0.000075 seconds

 1722: 0.669594, 0.578730 avg loss, 0.001000 rate, 11.376010 seconds, 110208 images, 8.403090 hours left
Loaded: 0.000075 seconds

 1723: 0.626816, 0.583538 avg loss, 0.001000 rate, 11.337259 seconds, 110272 images, 8.391046 hours left
Loaded: 0.000046 seconds

 1724: 0.499967, 0.575181 avg loss, 0.001000 rate, 11.323299 seconds, 110336 images, 8.378846 hours left
Loaded: 0.000122 seconds

 1725: 0.571242, 0.574787 avg loss, 0.001000 rate, 11.319274 seconds, 110400 images, 8.366648 hours left
Loaded: 0.000089 seconds

 1726: 0.619434, 0.579252 avg loss, 0.001000 rate, 11.339764 seconds, 110464 images, 8.354516 hours left
Loaded: 0.000041 seconds

 1727: 0.558712, 0.577198 avg loss, 0.001000 rate, 11.342543 seconds, 110528 images, 8.342603 hours left
Loaded: 0.000046 seconds

 1728: 0.608613, 0.580340 avg loss, 0.001000 rate, 11.337064 seconds, 110592 images, 8.330794 hours left
Loaded: 0.000040 seconds

 1729: 0.459151, 0.568221 avg loss, 0.001000 rate, 11.338680 seconds, 110656 images, 8.319037 hours left
Loaded: 0.000044 seconds

 1730: 0.570189, 0.568418 avg loss, 0.001000 rate, 11.349970 seconds, 110720 images, 8.307377 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 1731: 0.561997, 0.567776 avg loss, 0.001000 rate, 8.150558 seconds, 110784 images, 8.295872 hours left
Loaded: 0.000040 seconds

 1732: 0.576298, 0.568628 avg loss, 0.001000 rate, 8.417125 seconds, 110848 images, 8.264287 hours left
Loaded: 0.000042 seconds

 1733: 0.459390, 0.557704 avg loss, 0.001000 rate, 8.397312 seconds, 110912 images, 8.234673 hours left
Loaded: 0.000045 seconds

 1734: 0.737297, 0.575663 avg loss, 0.001000 rate, 8.434474 seconds, 110976 images, 8.205209 hours left
Loaded: 0.000051 seconds

 1735: 0.616987, 0.579796 avg loss, 0.001000 rate, 8.397552 seconds, 111040 images, 8.176254 hours left
Loaded: 0.000053 seconds

 1736: 0.675805, 0.589397 avg loss, 0.001000 rate, 8.410953 seconds, 111104 images, 8.147328 hours left
Loaded: 0.000046 seconds

 1737: 0.524601, 0.582917 avg loss, 0.001000 rate, 8.382443 seconds, 111168 images, 8.118753 hours left
Loaded: 0.000046 seconds

 1738: 0.664531, 0.591079 avg loss, 0.001000 rate, 8.412974 seconds, 111232 images, 8.090261 hours left
Loaded: 0.000039 seconds

 1739: 0.577295, 0.589700 avg loss, 0.001000 rate, 8.396679 seconds, 111296 images, 8.062221 hours left
Loaded: 0.000044 seconds

 1740: 0.584151, 0.589145 avg loss, 0.001000 rate, 8.420185 seconds, 111360 images, 8.034337 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000042 seconds

 1741: 0.682674, 0.598498 avg loss, 0.001000 rate, 22.075736 seconds, 111424 images, 8.006855 hours left
Loaded: 0.000050 seconds

 1742: 0.727240, 0.611372 avg loss, 0.001000 rate, 22.758961 seconds, 111488 images, 8.065314 hours left
Loaded: 0.000061 seconds

 1743: 0.723004, 0.622535 avg loss, 0.001000 rate, 22.725709 seconds, 111552 images, 8.127413 hours left
Loaded: 0.000079 seconds

 1744: 0.651587, 0.625441 avg loss, 0.001000 rate, 22.729761 seconds, 111616 images, 8.188619 hours left
Loaded: 0.000077 seconds

 1745: 0.618767, 0.624773 avg loss, 0.001000 rate, 22.721808 seconds, 111680 images, 8.249175 hours left
Loaded: 0.000064 seconds

 1746: 0.725530, 0.634849 avg loss, 0.001000 rate, 22.754391 seconds, 111744 images, 8.309012 hours left
Loaded: 0.000060 seconds

 1747: 0.670046, 0.638369 avg loss, 0.001000 rate, 22.701318 seconds, 111808 images, 8.368392 hours left
Loaded: 0.000079 seconds

 1748: 0.787969, 0.653329 avg loss, 0.001000 rate, 22.740876 seconds, 111872 images, 8.426783 hours left
Loaded: 0.000113 seconds

 1749: 0.661321, 0.654128 avg loss, 0.001000 rate, 22.722238 seconds, 111936 images, 8.484774 hours left
Loaded: 0.000057 seconds

 1750: 0.715748, 0.660290 avg loss, 0.001000 rate, 22.706877 seconds, 112000 images, 8.542006 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1751: 0.612899, 0.655551 avg loss, 0.001000 rate, 8.190400 seconds, 112064 images, 8.598506 hours left
Loaded: 0.000059 seconds

 1752: 0.594742, 0.649470 avg loss, 0.001000 rate, 8.420614 seconds, 112128 images, 8.563690 hours left
Loaded: 0.000045 seconds

 1753: 0.592799, 0.643803 avg loss, 0.001000 rate, 8.415389 seconds, 112192 images, 8.530637 hours left
Loaded: 0.000045 seconds

 1754: 0.619183, 0.641341 avg loss, 0.001000 rate, 8.414494 seconds, 112256 images, 8.497859 hours left
Loaded: 0.000039 seconds

 1755: 0.791440, 0.656351 avg loss, 0.001000 rate, 8.410643 seconds, 112320 images, 8.465380 hours left
Loaded: 0.000059 seconds

 1756: 0.588111, 0.649527 avg loss, 0.001000 rate, 8.429105 seconds, 112384 images, 8.433178 hours left
Loaded: 0.000041 seconds

 1757: 0.632379, 0.647812 avg loss, 0.001000 rate, 8.423692 seconds, 112448 images, 8.401389 hours left
Loaded: 0.000068 seconds

 1758: 0.724730, 0.655504 avg loss, 0.001000 rate, 8.386896 seconds, 112512 images, 8.369862 hours left
Loaded: 0.000038 seconds

 1759: 0.570663, 0.647020 avg loss, 0.001000 rate, 8.417749 seconds, 112576 images, 8.338397 hours left
Loaded: 0.000045 seconds

 1760: 0.604986, 0.642816 avg loss, 0.001000 rate, 8.420793 seconds, 112640 images, 8.307415 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 1761: 0.623142, 0.640849 avg loss, 0.001000 rate, 8.168660 seconds, 112704 images, 8.276739 hours left
Loaded: 0.000042 seconds

 1762: 0.654638, 0.642228 avg loss, 0.001000 rate, 8.435942 seconds, 112768 images, 8.244779 hours left
Loaded: 0.000048 seconds

 1763: 0.551393, 0.633144 avg loss, 0.001000 rate, 8.415938 seconds, 112832 images, 8.214777 hours left
Loaded: 0.000040 seconds

 1764: 0.613087, 0.631139 avg loss, 0.001000 rate, 8.421659 seconds, 112896 images, 8.184927 hours left
Loaded: 0.000042 seconds

 1765: 0.666552, 0.634680 avg loss, 0.001000 rate, 8.419933 seconds, 112960 images, 8.155388 hours left
Loaded: 0.000054 seconds

 1766: 0.594829, 0.630695 avg loss, 0.001000 rate, 8.409845 seconds, 113024 images, 8.126110 hours left
Loaded: 0.000061 seconds

 1767: 0.644684, 0.632094 avg loss, 0.001000 rate, 8.419490 seconds, 113088 images, 8.097038 hours left
Loaded: 0.000040 seconds

 1768: 0.682429, 0.637127 avg loss, 0.001000 rate, 8.407756 seconds, 113152 images, 8.068295 hours left
Loaded: 0.000050 seconds

 1769: 0.643156, 0.637730 avg loss, 0.001000 rate, 8.422725 seconds, 113216 images, 8.039742 hours left
Loaded: 0.000040 seconds

 1770: 0.629006, 0.636858 avg loss, 0.001000 rate, 8.400993 seconds, 113280 images, 8.011544 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 1771: 0.636869, 0.636859 avg loss, 0.001000 rate, 18.202509 seconds, 113344 images, 7.983470 hours left
Loaded: 0.000055 seconds

 1772: 0.830342, 0.656207 avg loss, 0.001000 rate, 18.758757 seconds, 113408 images, 8.016341 hours left
Loaded: 0.000080 seconds

 1773: 0.573785, 0.647965 avg loss, 0.001000 rate, 18.705258 seconds, 113472 images, 8.052276 hours left
Loaded: 0.000044 seconds

 1774: 0.621193, 0.645288 avg loss, 0.001000 rate, 18.735091 seconds, 113536 images, 8.087468 hours left
Loaded: 0.000067 seconds

 1775: 0.691863, 0.649945 avg loss, 0.001000 rate, 18.690917 seconds, 113600 images, 8.122441 hours left
Loaded: 0.000061 seconds

 1776: 0.582351, 0.643186 avg loss, 0.001000 rate, 18.739146 seconds, 113664 images, 8.156739 hours left
Loaded: 0.000073 seconds

 1777: 0.553118, 0.634179 avg loss, 0.001000 rate, 18.696193 seconds, 113728 images, 8.190940 hours left
Loaded: 0.000052 seconds

 1778: 0.604020, 0.631163 avg loss, 0.001000 rate, 18.743300 seconds, 113792 images, 8.224481 hours left
Loaded: 0.000157 seconds

 1779: 0.590153, 0.627062 avg loss, 0.001000 rate, 18.666301 seconds, 113856 images, 8.257927 hours left
Loaded: 0.000051 seconds

 1780: 0.737901, 0.638146 avg loss, 0.001000 rate, 18.726102 seconds, 113920 images, 8.290517 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000060 seconds

 1781: 0.557438, 0.630075 avg loss, 0.001000 rate, 11.007304 seconds, 113984 images, 8.323091 hours left
Loaded: 0.000054 seconds

 1782: 0.686755, 0.635743 avg loss, 0.001000 rate, 11.345515 seconds, 114048 images, 8.307710 hours left
Loaded: 0.000043 seconds

 1783: 0.530675, 0.625236 avg loss, 0.001000 rate, 11.353317 seconds, 114112 images, 8.294536 hours left
Loaded: 0.000045 seconds

 1784: 0.651337, 0.627846 avg loss, 0.001000 rate, 11.351421 seconds, 114176 images, 8.281511 hours left
Loaded: 0.000061 seconds

 1785: 0.529955, 0.618057 avg loss, 0.001000 rate, 11.332663 seconds, 114240 images, 8.268572 hours left
Loaded: 0.000049 seconds

 1786: 0.613675, 0.617619 avg loss, 0.001000 rate, 11.348523 seconds, 114304 images, 8.255616 hours left
Loaded: 0.000041 seconds

 1787: 0.486492, 0.604506 avg loss, 0.001000 rate, 11.377981 seconds, 114368 images, 8.242855 hours left
Loaded: 0.000059 seconds

 1788: 0.578200, 0.601876 avg loss, 0.001000 rate, 11.316381 seconds, 114432 images, 8.230371 hours left
Loaded: 0.000043 seconds

 1789: 0.585137, 0.600202 avg loss, 0.001000 rate, 11.322258 seconds, 114496 images, 8.217602 hours left
Loaded: 0.000044 seconds

 1790: 0.701919, 0.610374 avg loss, 0.001000 rate, 11.338688 seconds, 114560 images, 8.204966 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1791: 0.550561, 0.604392 avg loss, 0.001000 rate, 11.019392 seconds, 114624 images, 8.192526 hours left
Loaded: 0.000052 seconds

 1792: 0.637205, 0.607674 avg loss, 0.001000 rate, 11.390356 seconds, 114688 images, 8.178219 hours left
Loaded: 0.000050 seconds

 1793: 0.599666, 0.606873 avg loss, 0.001000 rate, 11.328280 seconds, 114752 images, 8.166299 hours left
Loaded: 0.000064 seconds

 1794: 0.715140, 0.617700 avg loss, 0.001000 rate, 11.345837 seconds, 114816 images, 8.154087 hours left
Loaded: 0.000042 seconds

 1795: 0.610280, 0.616958 avg loss, 0.001000 rate, 11.351209 seconds, 114880 images, 8.142073 hours left
Loaded: 0.000042 seconds

 1796: 0.498958, 0.605158 avg loss, 0.001000 rate, 11.335760 seconds, 114944 images, 8.130180 hours left
Loaded: 0.000055 seconds

 1797: 0.531435, 0.597785 avg loss, 0.001000 rate, 11.348219 seconds, 115008 images, 8.118281 hours left
Loaded: 0.000042 seconds

 1798: 0.565340, 0.594541 avg loss, 0.001000 rate, 11.329446 seconds, 115072 images, 8.106544 hours left
Loaded: 0.000052 seconds

 1799: 0.560937, 0.591181 avg loss, 0.001000 rate, 11.358737 seconds, 115136 images, 8.094779 hours left
Loaded: 0.000042 seconds

 1800: 0.544929, 0.586555 avg loss, 0.001000 rate, 11.331177 seconds, 115200 images, 8.083280 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 1801: 0.723563, 0.600256 avg loss, 0.001000 rate, 20.064733 seconds, 115264 images, 8.071695 hours left
Loaded: 0.000051 seconds

 1802: 0.705124, 0.610743 avg loss, 0.001000 rate, 20.594997 seconds, 115328 images, 8.113542 hours left
Loaded: 0.000077 seconds

 1803: 0.644916, 0.614160 avg loss, 0.001000 rate, 20.602184 seconds, 115392 images, 8.158152 hours left
Loaded: 0.000058 seconds

 1804: 0.644422, 0.617186 avg loss, 0.001000 rate, 20.595809 seconds, 115456 images, 8.202304 hours left
Loaded: 0.000055 seconds

 1805: 0.649092, 0.620377 avg loss, 0.001000 rate, 20.588732 seconds, 115520 images, 8.245917 hours left
Loaded: 0.000049 seconds

 1806: 0.702809, 0.628620 avg loss, 0.001000 rate, 20.612660 seconds, 115584 images, 8.288994 hours left
Loaded: 0.000056 seconds

 1807: 0.716440, 0.637402 avg loss, 0.001000 rate, 20.596029 seconds, 115648 images, 8.331729 hours left
Loaded: 0.000064 seconds

 1808: 0.580306, 0.631692 avg loss, 0.001000 rate, 20.585508 seconds, 115712 images, 8.373878 hours left
Loaded: 0.000049 seconds

 1809: 0.579886, 0.626512 avg loss, 0.001000 rate, 20.603163 seconds, 115776 images, 8.415484 hours left
Loaded: 0.000056 seconds

 1810: 0.600328, 0.623893 avg loss, 0.001000 rate, 20.600177 seconds, 115840 images, 8.456724 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000052 seconds

 1811: 0.574672, 0.618971 avg loss, 0.001000 rate, 18.129200 seconds, 115904 images, 8.497477 hours left
Loaded: 0.000044 seconds

 1812: 0.635531, 0.620627 avg loss, 0.001000 rate, 18.733384 seconds, 115968 images, 8.522740 hours left
Loaded: 0.000059 seconds

 1813: 0.623572, 0.620922 avg loss, 0.001000 rate, 18.713051 seconds, 116032 images, 8.551372 hours left
Loaded: 0.000056 seconds

 1814: 0.467085, 0.605538 avg loss, 0.001000 rate, 18.706112 seconds, 116096 images, 8.579542 hours left
Loaded: 0.000050 seconds

 1815: 0.570837, 0.602068 avg loss, 0.001000 rate, 18.722576 seconds, 116160 images, 8.607336 hours left
Loaded: 0.000060 seconds

 1816: 0.635887, 0.605450 avg loss, 0.001000 rate, 18.730266 seconds, 116224 images, 8.634906 hours left
Loaded: 0.000061 seconds

 1817: 0.605452, 0.605450 avg loss, 0.001000 rate, 18.699695 seconds, 116288 images, 8.662190 hours left
Loaded: 0.000061 seconds

 1818: 0.507132, 0.595618 avg loss, 0.001000 rate, 18.718307 seconds, 116352 images, 8.688975 hours left
Loaded: 0.000049 seconds

 1819: 0.628791, 0.598936 avg loss, 0.001000 rate, 18.758886 seconds, 116416 images, 8.715541 hours left
Loaded: 0.000053 seconds

 1820: 0.478244, 0.586866 avg loss, 0.001000 rate, 18.705908 seconds, 116480 images, 8.742035 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000049 seconds

 1821: 0.679716, 0.596151 avg loss, 0.001000 rate, 18.149794 seconds, 116544 images, 8.767891 hours left
Loaded: 0.000062 seconds

 1822: 0.516829, 0.588219 avg loss, 0.001000 rate, 18.700097 seconds, 116608 images, 8.790071 hours left
Loaded: 0.000062 seconds

 1823: 0.648664, 0.594264 avg loss, 0.001000 rate, 18.730259 seconds, 116672 images, 8.815308 hours left
Loaded: 0.000050 seconds

 1824: 0.556976, 0.590535 avg loss, 0.001000 rate, 18.728572 seconds, 116736 images, 8.840423 hours left
Loaded: 0.000056 seconds

 1825: 0.546416, 0.586123 avg loss, 0.001000 rate, 18.712435 seconds, 116800 images, 8.865224 hours left
Loaded: 0.000050 seconds

 1826: 0.519686, 0.579479 avg loss, 0.001000 rate, 18.738315 seconds, 116864 images, 8.889629 hours left
Loaded: 0.000072 seconds

 1827: 0.592678, 0.580799 avg loss, 0.001000 rate, 18.741122 seconds, 116928 images, 8.913893 hours left
Loaded: 0.000072 seconds

 1828: 0.511111, 0.573830 avg loss, 0.001000 rate, 18.742495 seconds, 116992 images, 8.937880 hours left
Loaded: 0.000056 seconds

 1829: 0.531868, 0.569634 avg loss, 0.001000 rate, 18.713425 seconds, 117056 images, 8.961586 hours left
Loaded: 0.000088 seconds

 1830: 0.524531, 0.565124 avg loss, 0.001000 rate, 18.716810 seconds, 117120 images, 8.984824 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000056 seconds

 1831: 0.621887, 0.570800 avg loss, 0.001000 rate, 19.945752 seconds, 117184 images, 9.007799 hours left
Loaded: 0.000052 seconds

 1832: 0.570656, 0.570786 avg loss, 0.001000 rate, 20.594105 seconds, 117248 images, 9.037896 hours left
Loaded: 0.000083 seconds

 1833: 0.546688, 0.568376 avg loss, 0.001000 rate, 20.583046 seconds, 117312 images, 9.071542 hours left
Loaded: 0.000071 seconds

 1834: 0.586533, 0.570192 avg loss, 0.001000 rate, 20.616521 seconds, 117376 images, 9.104729 hours left
Loaded: 0.000050 seconds

 1835: 0.575593, 0.570732 avg loss, 0.001000 rate, 20.596932 seconds, 117440 images, 9.137726 hours left
Loaded: 0.000090 seconds

 1836: 0.621752, 0.575834 avg loss, 0.001000 rate, 20.592107 seconds, 117504 images, 9.170218 hours left
Loaded: 0.000175 seconds

 1837: 0.661982, 0.584449 avg loss, 0.001000 rate, 20.585632 seconds, 117568 images, 9.202300 hours left
Loaded: 0.000050 seconds

 1838: 0.620860, 0.588090 avg loss, 0.001000 rate, 20.577232 seconds, 117632 images, 9.233966 hours left
Loaded: 0.000045 seconds

 1839: 0.592182, 0.588499 avg loss, 0.001000 rate, 20.573319 seconds, 117696 images, 9.265206 hours left
Loaded: 0.000063 seconds

 1840: 0.677394, 0.597388 avg loss, 0.001000 rate, 20.584929 seconds, 117760 images, 9.296053 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000061 seconds

 1841: 0.681024, 0.605752 avg loss, 0.001000 rate, 8.186897 seconds, 117824 images, 9.326605 hours left
Loaded: 0.000045 seconds

 1842: 0.659105, 0.611087 avg loss, 0.001000 rate, 8.397201 seconds, 117888 images, 9.282439 hours left
Loaded: 0.000039 seconds

 1843: 0.672431, 0.617222 avg loss, 0.001000 rate, 8.415787 seconds, 117952 images, 9.239953 hours left
Loaded: 0.000042 seconds

 1844: 0.628462, 0.618346 avg loss, 0.001000 rate, 8.417646 seconds, 118016 images, 9.197981 hours left
Loaded: 0.000088 seconds

 1845: 0.651045, 0.621616 avg loss, 0.001000 rate, 8.384138 seconds, 118080 images, 9.156415 hours left
Loaded: 0.000038 seconds

 1846: 0.539564, 0.613410 avg loss, 0.001000 rate, 8.421962 seconds, 118144 images, 9.115042 hours left
Loaded: 0.000058 seconds

 1847: 0.581296, 0.610199 avg loss, 0.001000 rate, 8.401950 seconds, 118208 images, 9.074285 hours left
Loaded: 0.000040 seconds

 1848: 0.553217, 0.604501 avg loss, 0.001000 rate, 8.408922 seconds, 118272 images, 9.033792 hours left
Loaded: 0.000042 seconds

 1849: 0.652854, 0.609336 avg loss, 0.001000 rate, 8.416462 seconds, 118336 images, 8.993723 hours left
Loaded: 0.000056 seconds

 1850: 0.648013, 0.613204 avg loss, 0.001000 rate, 8.374832 seconds, 118400 images, 8.954077 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000058 seconds

 1851: 0.665805, 0.618464 avg loss, 0.001000 rate, 8.159470 seconds, 118464 images, 8.914555 hours left
Loaded: 0.000043 seconds

 1852: 0.591224, 0.615740 avg loss, 0.001000 rate, 8.391129 seconds, 118528 images, 8.874119 hours left
Loaded: 0.000057 seconds

 1853: 0.507854, 0.604951 avg loss, 0.001000 rate, 8.417956 seconds, 118592 images, 8.835447 hours left
Loaded: 0.000055 seconds

 1854: 0.571355, 0.601592 avg loss, 0.001000 rate, 8.396892 seconds, 118656 images, 8.797298 hours left
Loaded: 0.000056 seconds

 1855: 0.702156, 0.611648 avg loss, 0.001000 rate, 8.410404 seconds, 118720 images, 8.759382 hours left
Loaded: 0.000054 seconds

 1856: 0.571320, 0.607615 avg loss, 0.001000 rate, 8.410870 seconds, 118784 images, 8.721902 hours left
Loaded: 0.000096 seconds

 1857: 0.570453, 0.603899 avg loss, 0.001000 rate, 8.409569 seconds, 118848 images, 8.684777 hours left
Loaded: 0.000044 seconds

 1858: 0.564315, 0.599941 avg loss, 0.001000 rate, 8.399245 seconds, 118912 images, 8.647991 hours left
Loaded: 0.000042 seconds

 1859: 0.644984, 0.604445 avg loss, 0.001000 rate, 8.401504 seconds, 118976 images, 8.611508 hours left
Loaded: 0.000043 seconds

 1860: 0.656554, 0.609656 avg loss, 0.001000 rate, 8.428352 seconds, 119040 images, 8.575360 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 1861: 0.753347, 0.624025 avg loss, 0.001000 rate, 9.472028 seconds, 119104 images, 8.539711 hours left
Loaded: 0.000041 seconds

 1862: 0.530839, 0.614706 avg loss, 0.001000 rate, 9.741441 seconds, 119168 images, 8.510595 hours left
Loaded: 0.000055 seconds

 1863: 0.642308, 0.617467 avg loss, 0.001000 rate, 9.763610 seconds, 119232 images, 8.483344 hours left
Loaded: 0.000098 seconds

 1864: 0.498360, 0.605556 avg loss, 0.001000 rate, 9.763388 seconds, 119296 images, 8.456471 hours left
Loaded: 0.000056 seconds

 1865: 0.539791, 0.598980 avg loss, 0.001000 rate, 9.742386 seconds, 119360 images, 8.429838 hours left
Loaded: 0.000064 seconds

 1866: 0.648073, 0.603889 avg loss, 0.001000 rate, 9.766277 seconds, 119424 images, 8.403319 hours left
Loaded: 0.000041 seconds

 1867: 0.539989, 0.597499 avg loss, 0.001000 rate, 9.738057 seconds, 119488 images, 8.377180 hours left
Loaded: 0.000038 seconds

 1868: 0.531522, 0.590901 avg loss, 0.001000 rate, 9.758633 seconds, 119552 images, 8.351108 hours left
Loaded: 0.000045 seconds

 1869: 0.611816, 0.592993 avg loss, 0.001000 rate, 9.755391 seconds, 119616 images, 8.325391 hours left
Loaded: 0.000041 seconds

 1870: 0.500755, 0.583769 avg loss, 0.001000 rate, 9.742921 seconds, 119680 images, 8.299885 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1871: 0.640647, 0.589457 avg loss, 0.001000 rate, 10.987797 seconds, 119744 images, 8.274534 hours left
Loaded: 0.000097 seconds

 1872: 0.495379, 0.580049 avg loss, 0.001000 rate, 11.366400 seconds, 119808 images, 8.256771 hours left
Loaded: 0.000075 seconds

 1873: 0.515114, 0.573555 avg loss, 0.001000 rate, 11.332779 seconds, 119872 images, 8.241394 hours left
Loaded: 0.000045 seconds

 1874: 0.481297, 0.564330 avg loss, 0.001000 rate, 11.371285 seconds, 119936 images, 8.225940 hours left
Loaded: 0.000098 seconds

 1875: 0.706934, 0.578590 avg loss, 0.001000 rate, 11.374952 seconds, 120000 images, 8.210836 hours left
Loaded: 0.000042 seconds

 1876: 0.588505, 0.579582 avg loss, 0.001000 rate, 11.300980 seconds, 120064 images, 8.195873 hours left
Loaded: 0.000049 seconds

 1877: 0.618385, 0.583462 avg loss, 0.001000 rate, 11.352948 seconds, 120128 images, 8.180592 hours left
Loaded: 0.000076 seconds

 1878: 0.581949, 0.583311 avg loss, 0.001000 rate, 11.368806 seconds, 120192 images, 8.165739 hours left
Loaded: 0.000058 seconds

 1879: 0.589200, 0.583899 avg loss, 0.001000 rate, 11.339104 seconds, 120256 images, 8.151096 hours left
Loaded: 0.000043 seconds

 1880: 0.472299, 0.572739 avg loss, 0.001000 rate, 11.357955 seconds, 120320 images, 8.136393 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000084 seconds

 1881: 0.527672, 0.568233 avg loss, 0.001000 rate, 10.978499 seconds, 120384 images, 8.121917 hours left
Loaded: 0.000042 seconds

 1882: 0.618529, 0.573262 avg loss, 0.001000 rate, 11.376320 seconds, 120448 images, 8.105320 hours left
Loaded: 0.000040 seconds

 1883: 0.540004, 0.569936 avg loss, 0.001000 rate, 11.382761 seconds, 120512 images, 8.091199 hours left
Loaded: 0.000045 seconds

 1884: 0.498481, 0.562791 avg loss, 0.001000 rate, 11.354848 seconds, 120576 images, 8.077226 hours left
Loaded: 0.000083 seconds

 1885: 0.519858, 0.558498 avg loss, 0.001000 rate, 11.358209 seconds, 120640 images, 8.063197 hours left
Loaded: 0.000053 seconds

 1886: 0.573231, 0.559971 avg loss, 0.001000 rate, 11.334629 seconds, 120704 images, 8.049297 hours left
Loaded: 0.000043 seconds

 1887: 0.561805, 0.560154 avg loss, 0.001000 rate, 11.364532 seconds, 120768 images, 8.035365 hours left
Loaded: 0.000054 seconds

 1888: 0.535394, 0.557678 avg loss, 0.001000 rate, 11.321582 seconds, 120832 images, 8.021717 hours left
Loaded: 0.000039 seconds

 1889: 0.538356, 0.555746 avg loss, 0.001000 rate, 11.344912 seconds, 120896 images, 8.007922 hours left
Loaded: 0.000055 seconds

 1890: 0.508091, 0.550981 avg loss, 0.001000 rate, 11.330366 seconds, 120960 images, 7.994370 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1891: 0.622442, 0.558127 avg loss, 0.001000 rate, 8.163875 seconds, 121024 images, 7.980837 hours left
Loaded: 0.000057 seconds

 1892: 0.591675, 0.561482 avg loss, 0.001000 rate, 8.394844 seconds, 121088 images, 7.948857 hours left
Loaded: 0.000042 seconds

 1893: 0.555797, 0.560913 avg loss, 0.001000 rate, 8.407464 seconds, 121152 images, 7.918527 hours left
Loaded: 0.000045 seconds

 1894: 0.519736, 0.556795 avg loss, 0.001000 rate, 8.381891 seconds, 121216 images, 7.888550 hours left
Loaded: 0.000062 seconds

 1895: 0.656183, 0.566734 avg loss, 0.001000 rate, 8.403960 seconds, 121280 images, 7.858701 hours left
Loaded: 0.000060 seconds

 1896: 0.570454, 0.567106 avg loss, 0.001000 rate, 8.417925 seconds, 121344 images, 7.829256 hours left
Loaded: 0.000039 seconds

 1897: 0.515216, 0.561917 avg loss, 0.001000 rate, 8.405018 seconds, 121408 images, 7.800163 hours left
Loaded: 0.000049 seconds

 1898: 0.733288, 0.579054 avg loss, 0.001000 rate, 8.418896 seconds, 121472 images, 7.771263 hours left
Loaded: 0.000042 seconds

 1899: 0.481226, 0.569271 avg loss, 0.001000 rate, 8.408715 seconds, 121536 images, 7.742709 hours left
Loaded: 0.000043 seconds

 1900: 0.509650, 0.563309 avg loss, 0.001000 rate, 8.406992 seconds, 121600 images, 7.714364 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000061 seconds

 1901: 0.674629, 0.574441 avg loss, 0.001000 rate, 18.246988 seconds, 121664 images, 7.686263 hours left
Loaded: 0.000088 seconds

 1902: 0.614802, 0.578477 avg loss, 0.001000 rate, 18.752277 seconds, 121728 images, 7.715792 hours left
Loaded: 0.000070 seconds

 1903: 0.632346, 0.583864 avg loss, 0.001000 rate, 18.725185 seconds, 121792 images, 7.747920 hours left
Loaded: 0.000047 seconds

 1904: 0.636545, 0.589132 avg loss, 0.001000 rate, 18.734950 seconds, 121856 images, 7.779519 hours left
Loaded: 0.000077 seconds

 1905: 0.552737, 0.585493 avg loss, 0.001000 rate, 18.708204 seconds, 121920 images, 7.810805 hours left
Loaded: 0.000087 seconds

 1906: 0.608497, 0.587793 avg loss, 0.001000 rate, 18.726998 seconds, 121984 images, 7.841590 hours left
Loaded: 0.000065 seconds

 1907: 0.641494, 0.593163 avg loss, 0.001000 rate, 18.714557 seconds, 122048 images, 7.872105 hours left
Loaded: 0.000044 seconds

 1908: 0.535976, 0.587444 avg loss, 0.001000 rate, 18.739458 seconds, 122112 images, 7.902191 hours left
Loaded: 0.000077 seconds

 1909: 0.614550, 0.590155 avg loss, 0.001000 rate, 18.700408 seconds, 122176 images, 7.932068 hours left
Loaded: 0.000112 seconds

 1910: 0.608625, 0.592002 avg loss, 0.001000 rate, 18.711835 seconds, 122240 images, 7.961367 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000052 seconds

 1911: 0.458186, 0.578620 avg loss, 0.001000 rate, 14.514163 seconds, 122304 images, 7.990389 hours left
Loaded: 0.000062 seconds

 1912: 0.495024, 0.570261 avg loss, 0.001000 rate, 14.998256 seconds, 122368 images, 7.994710 hours left
Loaded: 0.000044 seconds

 1913: 0.720670, 0.585302 avg loss, 0.001000 rate, 15.013806 seconds, 122432 images, 8.001754 hours left
Loaded: 0.000074 seconds

 1914: 0.547902, 0.581562 avg loss, 0.001000 rate, 14.989426 seconds, 122496 images, 8.008777 hours left
Loaded: 0.000062 seconds

 1915: 0.535241, 0.576930 avg loss, 0.001000 rate, 14.993999 seconds, 122560 images, 8.015546 hours left
Loaded: 0.000059 seconds

 1916: 0.455750, 0.564812 avg loss, 0.001000 rate, 15.006562 seconds, 122624 images, 8.022233 hours left
Loaded: 0.000045 seconds

 1917: 0.535069, 0.561837 avg loss, 0.001000 rate, 15.014338 seconds, 122688 images, 8.028884 hours left
Loaded: 0.000058 seconds

 1918: 0.578389, 0.563492 avg loss, 0.001000 rate, 15.010806 seconds, 122752 images, 8.035471 hours left
Loaded: 0.000058 seconds

 1919: 0.613510, 0.568494 avg loss, 0.001000 rate, 14.966122 seconds, 122816 images, 8.041931 hours left
Loaded: 0.000057 seconds

 1920: 0.610457, 0.572690 avg loss, 0.001000 rate, 14.997847 seconds, 122880 images, 8.048026 hours left
Resizing, random_coef = 1.40 

 384 x 384 
 try to allocate additional workspace_size = 10.62 MB 
 CUDA allocate done! 
Loaded: 0.000054 seconds

 1921: 0.538389, 0.569260 avg loss, 0.001000 rate, 9.494514 seconds, 122944 images, 8.054202 hours left
Loaded: 0.000052 seconds

 1922: 0.617393, 0.574074 avg loss, 0.001000 rate, 9.762669 seconds, 123008 images, 8.028493 hours left
Loaded: 0.000057 seconds

 1923: 0.469967, 0.563663 avg loss, 0.001000 rate, 9.766172 seconds, 123072 images, 8.004562 hours left
Loaded: 0.000039 seconds

 1924: 0.466032, 0.553900 avg loss, 0.001000 rate, 9.752587 seconds, 123136 images, 7.980864 hours left
Loaded: 0.000055 seconds

 1925: 0.695251, 0.568035 avg loss, 0.001000 rate, 9.771114 seconds, 123200 images, 7.957297 hours left
Loaded: 0.000053 seconds

 1926: 0.629801, 0.574212 avg loss, 0.001000 rate, 9.744434 seconds, 123264 images, 7.934045 hours left
Loaded: 0.000053 seconds

 1927: 0.650525, 0.581843 avg loss, 0.001000 rate, 9.743174 seconds, 123328 images, 7.910846 hours left
Loaded: 0.000042 seconds

 1928: 0.609996, 0.584658 avg loss, 0.001000 rate, 9.773336 seconds, 123392 images, 7.887844 hours left
Loaded: 0.000057 seconds

 1929: 0.549665, 0.581159 avg loss, 0.001000 rate, 9.761047 seconds, 123456 images, 7.865219 hours left
Loaded: 0.000052 seconds

 1930: 0.516780, 0.574721 avg loss, 0.001000 rate, 9.748153 seconds, 123520 images, 7.842722 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1931: 0.510843, 0.568333 avg loss, 0.001000 rate, 10.997231 seconds, 123584 images, 7.820348 hours left
Loaded: 0.000040 seconds

 1932: 0.648365, 0.576337 avg loss, 0.001000 rate, 11.337329 seconds, 123648 images, 7.805350 hours left
Loaded: 0.000040 seconds

 1933: 0.552446, 0.573947 avg loss, 0.001000 rate, 11.354724 seconds, 123712 images, 7.792426 hours left
Loaded: 0.000075 seconds

 1934: 0.574450, 0.573998 avg loss, 0.001000 rate, 11.326255 seconds, 123776 images, 7.779699 hours left
Loaded: 0.000042 seconds

 1935: 0.487882, 0.565386 avg loss, 0.001000 rate, 11.363829 seconds, 123840 images, 7.766905 hours left
Loaded: 0.000048 seconds

 1936: 0.522612, 0.561109 avg loss, 0.001000 rate, 11.373226 seconds, 123904 images, 7.754421 hours left
Loaded: 0.000039 seconds

 1937: 0.556647, 0.560663 avg loss, 0.001000 rate, 11.372957 seconds, 123968 images, 7.742086 hours left
Loaded: 0.000048 seconds

 1938: 0.488979, 0.553494 avg loss, 0.001000 rate, 11.346129 seconds, 124032 images, 7.729840 hours left
Loaded: 0.000068 seconds

 1939: 0.515087, 0.549654 avg loss, 0.001000 rate, 11.359544 seconds, 124096 images, 7.717531 hours left
Loaded: 0.000048 seconds

 1940: 0.495420, 0.544230 avg loss, 0.001000 rate, 11.373189 seconds, 124160 images, 7.705392 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 1941: 0.534776, 0.543285 avg loss, 0.001000 rate, 8.166693 seconds, 124224 images, 7.693420 hours left
Loaded: 0.000074 seconds

 1942: 0.588782, 0.547834 avg loss, 0.001000 rate, 8.411067 seconds, 124288 images, 7.663196 hours left
Loaded: 0.000038 seconds

 1943: 0.593914, 0.552442 avg loss, 0.001000 rate, 8.395873 seconds, 124352 images, 7.634650 hours left
Loaded: 0.000051 seconds

 1944: 0.568672, 0.554065 avg loss, 0.001000 rate, 8.419354 seconds, 124416 images, 7.606278 hours left
Loaded: 0.000039 seconds

 1945: 0.634511, 0.562110 avg loss, 0.001000 rate, 8.420535 seconds, 124480 images, 7.578301 hours left
Loaded: 0.000040 seconds

 1946: 0.565402, 0.562439 avg loss, 0.001000 rate, 8.396414 seconds, 124544 images, 7.550587 hours left
Loaded: 0.000073 seconds

 1947: 0.545698, 0.560765 avg loss, 0.001000 rate, 8.404894 seconds, 124608 images, 7.522989 hours left
Loaded: 0.000040 seconds

 1948: 0.658981, 0.570587 avg loss, 0.001000 rate, 8.400519 seconds, 124672 images, 7.495693 hours left
Loaded: 0.000039 seconds

 1949: 0.697835, 0.583312 avg loss, 0.001000 rate, 8.428619 seconds, 124736 images, 7.468621 hours left
Loaded: 0.000041 seconds

 1950: 0.478776, 0.572858 avg loss, 0.001000 rate, 8.385752 seconds, 124800 images, 7.441956 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1951: 0.553331, 0.570905 avg loss, 0.001000 rate, 10.976382 seconds, 124864 images, 7.415291 hours left
Loaded: 0.000046 seconds

 1952: 0.499727, 0.563787 avg loss, 0.001000 rate, 11.353933 seconds, 124928 images, 7.403614 hours left
Loaded: 0.000057 seconds

 1953: 0.668613, 0.574270 avg loss, 0.001000 rate, 11.353178 seconds, 124992 images, 7.394171 hours left
Loaded: 0.000040 seconds

 1954: 0.594337, 0.576277 avg loss, 0.001000 rate, 11.354881 seconds, 125056 images, 7.384787 hours left
Loaded: 0.000060 seconds

 1955: 0.468822, 0.565531 avg loss, 0.001000 rate, 11.340316 seconds, 125120 images, 7.375475 hours left
Loaded: 0.000066 seconds

 1956: 0.532316, 0.562210 avg loss, 0.001000 rate, 11.364834 seconds, 125184 images, 7.366141 hours left
Loaded: 0.000043 seconds

 1957: 0.545971, 0.560586 avg loss, 0.001000 rate, 11.351831 seconds, 125248 images, 7.357009 hours left
Loaded: 0.000046 seconds

 1958: 0.527396, 0.557267 avg loss, 0.001000 rate, 11.318466 seconds, 125312 images, 7.347862 hours left
Loaded: 0.000040 seconds

 1959: 0.584171, 0.559957 avg loss, 0.001000 rate, 11.337276 seconds, 125376 images, 7.338586 hours left
Loaded: 0.000051 seconds

 1960: 0.422559, 0.546217 avg loss, 0.001000 rate, 11.354596 seconds, 125440 images, 7.329479 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000061 seconds

 1961: 0.574254, 0.549021 avg loss, 0.001000 rate, 6.727033 seconds, 125504 images, 7.320529 hours left
Loaded: 0.000038 seconds

 1962: 0.489628, 0.543082 avg loss, 0.001000 rate, 6.951999 seconds, 125568 images, 7.285426 hours left
Loaded: 0.000053 seconds

 1963: 0.515192, 0.540293 avg loss, 0.001000 rate, 6.948763 seconds, 125632 images, 7.251930 hours left
Loaded: 0.000060 seconds

 1964: 0.602455, 0.546509 avg loss, 0.001000 rate, 6.948199 seconds, 125696 images, 7.218731 hours left
Loaded: 0.000077 seconds

 1965: 0.671350, 0.558993 avg loss, 0.001000 rate, 6.952146 seconds, 125760 images, 7.185842 hours left
Loaded: 0.000044 seconds

 1966: 0.669051, 0.569999 avg loss, 0.001000 rate, 6.962611 seconds, 125824 images, 7.153284 hours left
Loaded: 0.000040 seconds

 1967: 0.590105, 0.572010 avg loss, 0.001000 rate, 6.937467 seconds, 125888 images, 7.121092 hours left
Loaded: 0.000037 seconds

 1968: 0.572142, 0.572023 avg loss, 0.001000 rate, 6.937438 seconds, 125952 images, 7.089060 hours left
Loaded: 0.000043 seconds

 1969: 0.523744, 0.567195 avg loss, 0.001000 rate, 6.938930 seconds, 126016 images, 7.057330 hours left
Loaded: 0.000049 seconds

 1970: 0.670669, 0.577542 avg loss, 0.001000 rate, 6.930613 seconds, 126080 images, 7.025906 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 1971: 0.556013, 0.575390 avg loss, 0.001000 rate, 14.586382 seconds, 126144 images, 6.994729 hours left
Loaded: 0.000041 seconds

 1972: 0.644841, 0.582335 avg loss, 0.001000 rate, 15.021443 seconds, 126208 images, 7.006995 hours left
Loaded: 0.000050 seconds

 1973: 0.561844, 0.580286 avg loss, 0.001000 rate, 14.970748 seconds, 126272 images, 7.021547 hours left
Loaded: 0.000039 seconds

 1974: 0.537598, 0.576017 avg loss, 0.001000 rate, 15.005066 seconds, 126336 images, 7.035628 hours left
Loaded: 0.000047 seconds

 1975: 0.655666, 0.583982 avg loss, 0.001000 rate, 15.003478 seconds, 126400 images, 7.049719 hours left
Loaded: 0.000051 seconds

 1976: 0.549531, 0.580537 avg loss, 0.001000 rate, 14.998575 seconds, 126464 images, 7.063622 hours left
Loaded: 0.000047 seconds

 1977: 0.546877, 0.577171 avg loss, 0.001000 rate, 15.027920 seconds, 126528 images, 7.077313 hours left
Loaded: 0.000070 seconds

 1978: 0.490995, 0.568553 avg loss, 0.001000 rate, 15.002748 seconds, 126592 images, 7.090990 hours left
Loaded: 0.000067 seconds

 1979: 0.562015, 0.567899 avg loss, 0.001000 rate, 15.005631 seconds, 126656 images, 7.104347 hours left
Loaded: 0.000042 seconds

 1980: 0.665257, 0.577635 avg loss, 0.001000 rate, 15.037685 seconds, 126720 images, 7.117546 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 1981: 0.564796, 0.576351 avg loss, 0.001000 rate, 8.163537 seconds, 126784 images, 7.130750 hours left
Loaded: 0.000043 seconds

 1982: 0.548217, 0.573538 avg loss, 0.001000 rate, 8.400284 seconds, 126848 images, 7.105228 hours left
Loaded: 0.000042 seconds

 1983: 0.626888, 0.578873 avg loss, 0.001000 rate, 8.410785 seconds, 126912 images, 7.081266 hours left
Loaded: 0.000055 seconds

 1984: 0.591274, 0.580113 avg loss, 0.001000 rate, 8.408401 seconds, 126976 images, 7.057579 hours left
Loaded: 0.000055 seconds

 1985: 0.505011, 0.572603 avg loss, 0.001000 rate, 8.415832 seconds, 127040 images, 7.034092 hours left
Loaded: 0.000059 seconds

 1986: 0.584401, 0.573783 avg loss, 0.001000 rate, 8.412529 seconds, 127104 images, 7.010858 hours left
Loaded: 0.000046 seconds

 1987: 0.625537, 0.578958 avg loss, 0.001000 rate, 8.411804 seconds, 127168 images, 6.987815 hours left
Loaded: 0.000065 seconds

 1988: 0.520198, 0.573082 avg loss, 0.001000 rate, 8.407447 seconds, 127232 images, 6.964975 hours left
Loaded: 0.000057 seconds

 1989: 0.606862, 0.576460 avg loss, 0.001000 rate, 8.421962 seconds, 127296 images, 6.942315 hours left
Loaded: 0.000082 seconds

 1990: 0.551518, 0.573966 avg loss, 0.001000 rate, 8.428862 seconds, 127360 images, 6.919940 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 1991: 0.602260, 0.576795 avg loss, 0.001000 rate, 15.837891 seconds, 127424 images, 6.897804 hours left
Loaded: 0.000079 seconds

 1992: 0.517386, 0.570854 avg loss, 0.001000 rate, 16.298674 seconds, 127488 images, 6.917212 hours left
Loaded: 0.000072 seconds

 1993: 0.647971, 0.578566 avg loss, 0.001000 rate, 16.245509 seconds, 127552 images, 6.938952 hours left
Loaded: 0.000067 seconds

 1994: 0.611355, 0.581845 avg loss, 0.001000 rate, 16.288260 seconds, 127616 images, 6.960133 hours left
Loaded: 0.000093 seconds

 1995: 0.496198, 0.573280 avg loss, 0.001000 rate, 16.242469 seconds, 127680 images, 6.981296 hours left
Loaded: 0.000099 seconds

 1996: 0.577808, 0.573733 avg loss, 0.001000 rate, 16.240713 seconds, 127744 images, 7.001947 hours left
Loaded: 0.000068 seconds

 1997: 0.530780, 0.569438 avg loss, 0.001000 rate, 16.146526 seconds, 127808 images, 7.022336 hours left
Loaded: 0.000067 seconds

 1998: 0.523330, 0.564827 avg loss, 0.001000 rate, 16.243826 seconds, 127872 images, 7.041952 hours left
Loaded: 0.000074 seconds

 1999: 0.536816, 0.562026 avg loss, 0.001000 rate, 16.254627 seconds, 127936 images, 7.061872 hours left
Loaded: 0.000065 seconds

 2000: 0.511631, 0.556986 avg loss, 0.001000 rate, 16.221659 seconds, 128000 images, 7.081604 hours left
Resizing, random_coef = 1.40 

 576 x 576 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000067 seconds

 2001: 0.639465, 0.565234 avg loss, 0.001000 rate, 20.080436 seconds, 128064 images, 7.100911 hours left
Loaded: 0.000057 seconds

 2002: 0.607357, 0.569447 avg loss, 0.001000 rate, 20.615908 seconds, 128128 images, 7.141406 hours left
Loaded: 0.000063 seconds

 2003: 0.626678, 0.575170 avg loss, 0.001000 rate, 20.612053 seconds, 128192 images, 7.184412 hours left
Loaded: 0.000059 seconds

 2004: 0.636631, 0.581316 avg loss, 0.001000 rate, 20.628012 seconds, 128256 images, 7.226910 hours left
Loaded: 0.000067 seconds

 2005: 0.553267, 0.578511 avg loss, 0.001000 rate, 20.599851 seconds, 128320 images, 7.269014 hours left
Loaded: 0.000057 seconds

 2006: 0.681436, 0.588803 avg loss, 0.001000 rate, 20.607446 seconds, 128384 images, 7.310483 hours left
Loaded: 0.000094 seconds

 2007: 0.603311, 0.590254 avg loss, 0.001000 rate, 20.584591 seconds, 128448 images, 7.351526 hours left
Loaded: 0.000067 seconds

 2008: 0.571939, 0.588423 avg loss, 0.001000 rate, 20.597687 seconds, 128512 images, 7.391972 hours left
Loaded: 0.000051 seconds

 2009: 0.732705, 0.602851 avg loss, 0.001000 rate, 20.620005 seconds, 128576 images, 7.432028 hours left
Loaded: 0.000073 seconds

 2010: 0.502716, 0.592837 avg loss, 0.001000 rate, 20.600599 seconds, 128640 images, 7.471750 hours left
Resizing, random_coef = 1.40 

 416 x 416 
 try to allocate additional workspace_size = 12.46 MB 
 CUDA allocate done! 
Loaded: 0.000051 seconds

 2011: 0.520244, 0.585578 avg loss, 0.001000 rate, 10.994990 seconds, 128704 images, 7.510910 hours left
Loaded: 0.000051 seconds

 2012: 0.410926, 0.568113 avg loss, 0.001000 rate, 11.336960 seconds, 128768 images, 7.496550 hours left
Loaded: 0.000043 seconds

 2013: 0.417045, 0.553006 avg loss, 0.001000 rate, 11.344466 seconds, 128832 images, 7.484191 hours left
Loaded: 0.000046 seconds

 2014: 0.575714, 0.555277 avg loss, 0.001000 rate, 11.347146 seconds, 128896 images, 7.471966 hours left
Loaded: 0.000052 seconds

 2015: 0.583779, 0.558127 avg loss, 0.001000 rate, 11.364845 seconds, 128960 images, 7.459847 hours left
Loaded: 0.000046 seconds

 2016: 0.503290, 0.552643 avg loss, 0.001000 rate, 11.368200 seconds, 129024 images, 7.447915 hours left
Loaded: 0.000049 seconds

 2017: 0.554632, 0.552842 avg loss, 0.001000 rate, 11.364641 seconds, 129088 images, 7.436089 hours left
Loaded: 0.000070 seconds

 2018: 0.570008, 0.554559 avg loss, 0.001000 rate, 11.347576 seconds, 129152 images, 7.424330 hours left
Loaded: 0.000051 seconds

 2019: 0.478902, 0.546993 avg loss, 0.001000 rate, 11.343624 seconds, 129216 images, 7.412564 hours left
Loaded: 0.000046 seconds

 2020: 0.550861, 0.547380 avg loss, 0.001000 rate, 11.353856 seconds, 129280 images, 7.400861 hours left
Resizing, random_coef = 1.40 

 480 x 480 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 2021: 0.523536, 0.544996 avg loss, 0.001000 rate, 14.570599 seconds, 129344 images, 7.389301 hours left
Loaded: 0.000052 seconds

 2022: 0.504842, 0.540980 avg loss, 0.001000 rate, 15.032400 seconds, 129408 images, 7.395508 hours left
Loaded: 0.000071 seconds

 2023: 0.568187, 0.543701 avg loss, 0.001000 rate, 14.996742 seconds, 129472 images, 7.404149 hours left
Loaded: 0.000068 seconds

 2024: 0.544989, 0.543830 avg loss, 0.001000 rate, 15.001704 seconds, 129536 images, 7.412467 hours left
Loaded: 0.000069 seconds

 2025: 0.559431, 0.545390 avg loss, 0.001000 rate, 15.013618 seconds, 129600 images, 7.420688 hours left
Loaded: 0.000048 seconds

 2026: 0.518481, 0.542699 avg loss, 0.001000 rate, 15.015153 seconds, 129664 images, 7.428849 hours left
Loaded: 0.000045 seconds

 2027: 0.407300, 0.529159 avg loss, 0.001000 rate, 15.015905 seconds, 129728 images, 7.436895 hours left
Loaded: 0.000046 seconds

 2028: 0.534800, 0.529723 avg loss, 0.001000 rate, 14.989546 seconds, 129792 images, 7.444824 hours left
Loaded: 0.000107 seconds

 2029: 0.619617, 0.538713 avg loss, 0.001000 rate, 15.017879 seconds, 129856 images, 7.452486 hours left
Loaded: 0.000058 seconds

 2030: 0.628514, 0.547693 avg loss, 0.001000 rate, 15.012480 seconds, 129920 images, 7.460187 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 2031: 0.517459, 0.544669 avg loss, 0.001000 rate, 8.160398 seconds, 129984 images, 7.467738 hours left
Loaded: 0.000052 seconds

 2032: 0.560534, 0.546256 avg loss, 0.001000 rate, 8.415174 seconds, 130048 images, 7.437695 hours left
Loaded: 0.000040 seconds

 2033: 0.629032, 0.554533 avg loss, 0.001000 rate, 8.428596 seconds, 130112 images, 7.409323 hours left
Loaded: 0.000053 seconds

 2034: 0.500977, 0.549178 avg loss, 0.001000 rate, 8.394534 seconds, 130176 images, 7.381285 hours left
Loaded: 0.000055 seconds

 2035: 0.599384, 0.554198 avg loss, 0.001000 rate, 8.417299 seconds, 130240 images, 7.353317 hours left
Loaded: 0.000059 seconds

 2036: 0.560147, 0.554793 avg loss, 0.001000 rate, 8.408473 seconds, 130304 images, 7.325730 hours left
Loaded: 0.000052 seconds

 2037: 0.557024, 0.555016 avg loss, 0.001000 rate, 8.403356 seconds, 130368 images, 7.298348 hours left
Loaded: 0.000089 seconds

 2038: 0.470413, 0.546556 avg loss, 0.001000 rate, 8.438355 seconds, 130432 images, 7.271188 hours left
Loaded: 0.000057 seconds

 2039: 0.559085, 0.547809 avg loss, 0.001000 rate, 8.390621 seconds, 130496 images, 7.244467 hours left
Loaded: 0.000052 seconds

 2040: 0.498742, 0.542902 avg loss, 0.001000 rate, 8.399405 seconds, 130560 images, 7.217730 hours left
Resizing, random_coef = 1.40 

 608 x 608 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000067 seconds

 2041: 0.867575, 0.575369 avg loss, 0.001000 rate, 22.148681 seconds, 130624 images, 7.191284 hours left
Loaded: 0.000065 seconds

 2042: 0.554241, 0.573257 avg loss, 0.001000 rate, 22.741425 seconds, 130688 images, 7.239899 hours left
Loaded: 0.000065 seconds

 2043: 0.587625, 0.574693 avg loss, 0.001000 rate, 22.737430 seconds, 130752 images, 7.291191 hours left
Loaded: 0.000060 seconds

 2044: 0.618428, 0.579067 avg loss, 0.001000 rate, 22.739571 seconds, 130816 images, 7.341884 hours left
Loaded: 0.000059 seconds

 2045: 0.611194, 0.582280 avg loss, 0.001000 rate, 22.732753 seconds, 130880 images, 7.392018 hours left
Loaded: 0.000063 seconds

 2046: 0.608916, 0.584943 avg loss, 0.001000 rate, 22.747756 seconds, 130944 images, 7.441552 hours left
Loaded: 0.000079 seconds

 2047: 0.614412, 0.587890 avg loss, 0.001000 rate, 22.738456 seconds, 131008 images, 7.490608 hours left
Loaded: 0.000064 seconds

 2048: 0.628981, 0.591999 avg loss, 0.001000 rate, 22.750027 seconds, 131072 images, 7.539060 hours left
Loaded: 0.000071 seconds

 2049: 0.653879, 0.598187 avg loss, 0.001000 rate, 22.720740 seconds, 131136 images, 7.587027 hours left
Loaded: 0.000102 seconds

 2050: 0.592232, 0.597592 avg loss, 0.001000 rate, 22.732962 seconds, 131200 images, 7.634292 hours left
Resizing, random_coef = 1.40 

 320 x 320 
 try to allocate additional workspace_size = 7.37 MB 
 CUDA allocate done! 
Loaded: 0.000047 seconds

 2051: 0.766267, 0.614459 avg loss, 0.001000 rate, 6.750937 seconds, 131264 images, 7.681088 hours left
Loaded: 0.000042 seconds

 2052: 0.653248, 0.618338 avg loss, 0.001000 rate, 6.919044 seconds, 131328 images, 7.640828 hours left
Loaded: 0.000059 seconds

 2053: 0.617615, 0.618266 avg loss, 0.001000 rate, 6.962297 seconds, 131392 images, 7.601861 hours left
Loaded: 0.000061 seconds

 2054: 0.561207, 0.612560 avg loss, 0.001000 rate, 6.945817 seconds, 131456 images, 7.563499 hours left
Loaded: 0.000054 seconds

 2055: 0.716079, 0.622912 avg loss, 0.001000 rate, 6.979540 seconds, 131520 images, 7.525412 hours left
Loaded: 0.000057 seconds

 2056: 0.567946, 0.617415 avg loss, 0.001000 rate, 6.939646 seconds, 131584 images, 7.487868 hours left
Loaded: 0.000046 seconds

 2057: 0.605297, 0.616203 avg loss, 0.001000 rate, 6.945389 seconds, 131648 images, 7.450465 hours left
Loaded: 0.000084 seconds

 2058: 0.625384, 0.617121 avg loss, 0.001000 rate, 6.944869 seconds, 131712 images, 7.413448 hours left
Loaded: 0.000046 seconds

 2059: 0.540927, 0.609502 avg loss, 0.001000 rate, 6.960732 seconds, 131776 images, 7.376779 hours left
Loaded: 0.000041 seconds

 2060: 0.576906, 0.606242 avg loss, 0.001000 rate, 6.948268 seconds, 131840 images, 7.340544 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 2061: 0.568790, 0.602497 avg loss, 0.001000 rate, 8.148513 seconds, 131904 images, 7.304583 hours left
Loaded: 0.000083 seconds

 2062: 0.511026, 0.593350 avg loss, 0.001000 rate, 8.416331 seconds, 131968 images, 7.275428 hours left
Loaded: 0.000041 seconds

 2063: 0.573904, 0.591405 avg loss, 0.001000 rate, 8.412398 seconds, 132032 images, 7.247983 hours left
Loaded: 0.000037 seconds

 2064: 0.590936, 0.591359 avg loss, 0.001000 rate, 8.422420 seconds, 132096 images, 7.220769 hours left
Loaded: 0.000065 seconds

 2065: 0.536859, 0.585909 avg loss, 0.001000 rate, 8.434851 seconds, 132160 images, 7.193857 hours left
Loaded: 0.000041 seconds

 2066: 0.613463, 0.588664 avg loss, 0.001000 rate, 8.443829 seconds, 132224 images, 7.167257 hours left
Loaded: 0.000047 seconds

 2067: 0.486091, 0.578407 avg loss, 0.001000 rate, 8.444807 seconds, 132288 images, 7.140949 hours left
Loaded: 0.000040 seconds

 2068: 0.543651, 0.574931 avg loss, 0.001000 rate, 8.416662 seconds, 132352 images, 7.114885 hours left
Loaded: 0.000049 seconds

 2069: 0.588328, 0.576271 avg loss, 0.001000 rate, 8.409086 seconds, 132416 images, 7.088907 hours left
Loaded: 0.000049 seconds

 2070: 0.553350, 0.573979 avg loss, 0.001000 rate, 8.381999 seconds, 132480 images, 7.063125 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 2071: 0.705048, 0.587086 avg loss, 0.001000 rate, 8.156320 seconds, 132544 images, 7.037433 hours left
Loaded: 0.000089 seconds

 2072: 0.561939, 0.584571 avg loss, 0.001000 rate, 8.407318 seconds, 132608 images, 7.010765 hours left
Loaded: 0.000060 seconds

 2073: 0.623248, 0.588439 avg loss, 0.001000 rate, 8.394264 seconds, 132672 images, 6.985685 hours left
Loaded: 0.000046 seconds

 2074: 0.517408, 0.581336 avg loss, 0.001000 rate, 8.400301 seconds, 132736 images, 6.960762 hours left
Loaded: 0.000055 seconds

 2075: 0.578686, 0.581071 avg loss, 0.001000 rate, 8.393795 seconds, 132800 images, 6.936099 hours left
Loaded: 0.000042 seconds

 2076: 0.458110, 0.568775 avg loss, 0.001000 rate, 8.413525 seconds, 132864 images, 6.911623 hours left
Loaded: 0.000088 seconds

 2077: 0.546227, 0.566520 avg loss, 0.001000 rate, 8.397428 seconds, 132928 images, 6.887474 hours left
Loaded: 0.000043 seconds

 2078: 0.571212, 0.566989 avg loss, 0.001000 rate, 8.415550 seconds, 132992 images, 6.863458 hours left
Loaded: 0.000051 seconds

 2079: 0.545736, 0.564864 avg loss, 0.001000 rate, 8.390816 seconds, 133056 images, 6.839755 hours left
Loaded: 0.000055 seconds

 2080: 0.602295, 0.568607 avg loss, 0.001000 rate, 8.430991 seconds, 133120 images, 6.816133 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000087 seconds

 2081: 0.616093, 0.573356 avg loss, 0.001000 rate, 8.140514 seconds, 133184 images, 6.792939 hours left
Loaded: 0.000041 seconds

 2082: 0.569930, 0.573013 avg loss, 0.001000 rate, 8.398267 seconds, 133248 images, 6.768405 hours left
Loaded: 0.000038 seconds

 2083: 0.569515, 0.572663 avg loss, 0.001000 rate, 8.400894 seconds, 133312 images, 6.745467 hours left
Loaded: 0.000054 seconds

 2084: 0.464490, 0.561846 avg loss, 0.001000 rate, 8.396475 seconds, 133376 images, 6.722749 hours left
Loaded: 0.000042 seconds

 2085: 0.593602, 0.565022 avg loss, 0.001000 rate, 8.400884 seconds, 133440 images, 6.700211 hours left
Loaded: 0.000090 seconds

 2086: 0.510404, 0.559560 avg loss, 0.001000 rate, 8.427811 seconds, 133504 images, 6.677899 hours left
Loaded: 0.000050 seconds

 2087: 0.530263, 0.556630 avg loss, 0.001000 rate, 8.422297 seconds, 133568 images, 6.655929 hours left
Loaded: 0.000070 seconds

 2088: 0.578611, 0.558828 avg loss, 0.001000 rate, 8.416221 seconds, 133632 images, 6.634127 hours left
Loaded: 0.000049 seconds

 2089: 0.549799, 0.557925 avg loss, 0.001000 rate, 8.410295 seconds, 133696 images, 6.612487 hours left
Loaded: 0.000074 seconds

 2090: 0.483336, 0.550466 avg loss, 0.001000 rate, 8.414882 seconds, 133760 images, 6.591012 hours left
Resizing, random_coef = 1.40 

 512 x 512 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000045 seconds

 2091: 0.466487, 0.542068 avg loss, 0.001000 rate, 15.812326 seconds, 133824 images, 6.569750 hours left
Loaded: 0.000068 seconds

 2092: 0.582929, 0.546154 avg loss, 0.001000 rate, 16.266316 seconds, 133888 images, 6.587904 hours left
Loaded: 0.000069 seconds

 2093: 0.603172, 0.551856 avg loss, 0.001000 rate, 16.286635 seconds, 133952 images, 6.608238 hours left
Loaded: 0.000082 seconds

 2094: 0.541314, 0.550802 avg loss, 0.001000 rate, 16.252464 seconds, 134016 images, 6.628432 hours left
Loaded: 0.000101 seconds

 2095: 0.561078, 0.551830 avg loss, 0.001000 rate, 16.296064 seconds, 134080 images, 6.648197 hours left
Loaded: 0.000074 seconds

 2096: 0.530600, 0.549707 avg loss, 0.001000 rate, 16.243644 seconds, 134144 images, 6.667950 hours left
Loaded: 0.000082 seconds

 2097: 0.520181, 0.546754 avg loss, 0.001000 rate, 16.262170 seconds, 134208 images, 6.687183 hours left
Loaded: 0.000089 seconds

 2098: 0.554981, 0.547577 avg loss, 0.001000 rate, 16.192860 seconds, 134272 images, 6.706277 hours left
Loaded: 0.000068 seconds

 2099: 0.587235, 0.551543 avg loss, 0.001000 rate, 16.227952 seconds, 134336 images, 6.724768 hours left
Loaded: 0.000064 seconds

 2100: 0.555945, 0.551983 avg loss, 0.001000 rate, 16.189126 seconds, 134400 images, 6.743215 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000134 seconds

 2101: 0.625835, 0.559368 avg loss, 0.001000 rate, 8.160970 seconds, 134464 images, 6.761227 hours left
Loaded: 0.000050 seconds

 2102: 0.535767, 0.557008 avg loss, 0.001000 rate, 8.417949 seconds, 134528 images, 6.736666 hours left
Loaded: 0.000052 seconds

 2103: 0.459444, 0.547252 avg loss, 0.001000 rate, 8.416419 seconds, 134592 images, 6.713682 hours left
Loaded: 0.000063 seconds

 2104: 0.465027, 0.539029 avg loss, 0.001000 rate, 8.394147 seconds, 134656 images, 6.690897 hours left
Loaded: 0.000081 seconds

 2105: 0.612484, 0.546375 avg loss, 0.001000 rate, 8.435607 seconds, 134720 images, 6.668199 hours left
Loaded: 0.000061 seconds

 2106: 0.532200, 0.544957 avg loss, 0.001000 rate, 8.398693 seconds, 134784 images, 6.645923 hours left
Loaded: 0.000080 seconds

 2107: 0.478768, 0.538338 avg loss, 0.001000 rate, 8.405196 seconds, 134848 images, 6.623652 hours left
Loaded: 0.000055 seconds

 2108: 0.477899, 0.532294 avg loss, 0.001000 rate, 8.393839 seconds, 134912 images, 6.601615 hours left
Loaded: 0.000064 seconds

 2109: 0.580585, 0.537123 avg loss, 0.001000 rate, 8.412587 seconds, 134976 images, 6.579715 hours left
Loaded: 0.000042 seconds

 2110: 0.358114, 0.519222 avg loss, 0.001000 rate, 8.426734 seconds, 135040 images, 6.558109 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000044 seconds

 2111: 0.580372, 0.525337 avg loss, 0.001000 rate, 18.174848 seconds, 135104 images, 6.536770 hours left
Loaded: 0.000080 seconds

 2112: 0.598239, 0.532628 avg loss, 0.001000 rate, 18.728402 seconds, 135168 images, 6.566772 hours left
Loaded: 0.000088 seconds

 2113: 0.592481, 0.538613 avg loss, 0.001000 rate, 18.715832 seconds, 135232 images, 6.599326 hours left
Loaded: 0.000071 seconds

 2114: 0.542809, 0.539032 avg loss, 0.001000 rate, 18.719544 seconds, 135296 images, 6.631437 hours left
Loaded: 0.000080 seconds

 2115: 0.609049, 0.546034 avg loss, 0.001000 rate, 18.674699 seconds, 135360 images, 6.663194 hours left
Loaded: 0.000048 seconds

 2116: 0.512139, 0.542645 avg loss, 0.001000 rate, 18.730391 seconds, 135424 images, 6.694347 hours left
Loaded: 0.000066 seconds

 2117: 0.552749, 0.543655 avg loss, 0.001000 rate, 18.683231 seconds, 135488 images, 6.725428 hours left
Loaded: 0.000087 seconds

 2118: 0.545307, 0.543820 avg loss, 0.001000 rate, 18.723901 seconds, 135552 images, 6.755899 hours left
Loaded: 0.000074 seconds

 2119: 0.576524, 0.547091 avg loss, 0.001000 rate, 18.711876 seconds, 135616 images, 6.786227 hours left
Loaded: 0.000058 seconds

 2120: 0.537487, 0.546130 avg loss, 0.001000 rate, 18.727503 seconds, 135680 images, 6.816136 hours left
Resizing, random_coef = 1.40 

 544 x 544 
 try to allocate additional workspace_size = 0.04 MB 
 CUDA allocate done! 
Loaded: 0.000046 seconds

 2121: 0.565215, 0.548039 avg loss, 0.001000 rate, 18.156742 seconds, 135744 images, 6.845775 hours left
Loaded: 0.000070 seconds

 2122: 0.497563, 0.542991 avg loss, 0.001000 rate, 18.744490 seconds, 135808 images, 6.872087 hours left
Loaded: 0.000093 seconds

 2123: 0.601388, 0.548831 avg loss, 0.001000 rate, 18.696991 seconds, 135872 images, 6.901152 hours left
Loaded: 0.000049 seconds

 2124: 0.572168, 0.551165 avg loss, 0.001000 rate, 18.700149 seconds, 135936 images, 6.929654 hours left
Loaded: 0.000058 seconds

 2125: 0.571137, 0.553162 avg loss, 0.001000 rate, 18.689588 seconds, 136000 images, 6.957808 hours left
Loaded: 0.000055 seconds

 2126: 0.569106, 0.554756 avg loss, 0.001000 rate, 18.715203 seconds, 136064 images, 6.985573 hours left
Loaded: 0.000073 seconds

 2127: 0.552218, 0.554502 avg loss, 0.001000 rate, 18.679030 seconds, 136128 images, 7.013142 hours left
Loaded: 0.000050 seconds

 2128: 0.553053, 0.554357 avg loss, 0.001000 rate, 18.727770 seconds, 136192 images, 7.040195 hours left
Loaded: 0.000102 seconds

 2129: 0.450802, 0.544002 avg loss, 0.001000 rate, 18.655692 seconds, 136256 images, 7.067179 hours left
Loaded: 0.000055 seconds

 2130: 0.406238, 0.530225 avg loss, 0.001000 rate, 18.710989 seconds, 136320 images, 7.093467 hours left
Resizing, random_coef = 1.40 

 352 x 352 
 try to allocate additional workspace_size = 8.92 MB 
 CUDA allocate done! 
Loaded: 0.000043 seconds

 2131: 0.621826, 0.539386 avg loss, 0.001000 rate, 8.166421 seconds, 136384 images, 7.119728 hours left
Loaded: 0.000043 seconds

 2132: 0.494753, 0.534922 avg loss, 0.001000 rate, 8.393111 seconds, 136448 images, 7.090929 hours left
Loaded: 0.000040 seconds

 2133: 0.529725, 0.534403 avg loss, 0.001000 rate, 8.420777 seconds, 136512 images, 7.063572 hours left