 _           _                         _   _ ______ _______
(_)         | |                       | \ | |  ____|__   __|
 _ _ __   __| | ___   ___  _ __ ______|  \| | |__     | |
| | '_ \ / _` |/ _ \ / _ \| '__|______| . ` |  __|    | |
| | | | | (_| | (_) | (_) | |         | |\  | |____   | |
|_|_| |_|\__,_|\___/ \___/|_|         |_| \_|______|  |_|

Current commit hash: 4f83361dc51b99ca9e2ed900ceb2e954d75d7d3b
User command line input: --devid 1 --save_dir 17cate9filter

==> Network model
==> model layer  0  -  filter size:  0  |  spatial extent: 224x224  |  feature maps:   3  |  hidden neurons: 150528  |  parameters:       0  |  connections:         0
==> model layer  1  -  filter size:  9  |  spatial extent:  56x 56  |  feature maps:  48  |  hidden neurons: 150528  |  parameters:   11712  |  connections:  34152192
==> model layer  2  -  filter size:  5  |  spatial extent:  26x 26  |  feature maps:  64  |  hidden neurons:  43264  |  parameters:   76864  |  connections: 207840256
==> model layer  3  -  filter size:  3  |  spatial extent:  12x 12  |  feature maps:  64  |  hidden neurons:   9216  |  parameters:   36928  |  connections:  21270528
==> model layer  4  -  filter size:  3  |  spatial extent:   6x  6  |  feature maps:  64  |  hidden neurons:   2304  |  parameters:   36928  |  connections:   3692800
==> model layer  5  -  filter size:  3  |  spatial extent:   6x  6  |  feature maps:  32  |  hidden neurons:   1152  |  parameters:   18464  |  connections:    295424
==> model layer  6  -  filter size:  1  |  spatial extent:   1x  1  |  feature maps:   1  |  hidden neurons:   2048  |  parameters: 2359296  |  connections:   2359296
==> model layer  7  -  filter size:  1  |  spatial extent:   1x  1  |  feature maps:   1  |  hidden neurons:   2048  |  parameters: 4194304  |  connections:   4194304
==> model layer  8  -  filter size:  1  |  spatial extent:   1x  1  |  feature maps:   1  |  hidden neurons:     17  |  parameters:   34816  |  connections:     34816
This is a 6773425-parameters network

-------------------- Statistics epoch   1 ---------------------
			  Train		  Test

Top5			  29.817	  34.292
Top1			   5.951	   6.771
CE error		   2.833	   2.832

Epoch(min)		   6.059	   0.577
Batch Loading(msec)	 322.174	 419.398
Batch Computing(msec)	 358.621	 105.174
Batch Total(msec)	 684.675	 524.869

Total time(min)		   6.638
---------------------------------------------------------------


-------------------- Statistics epoch   2 ---------------------
			  Train		  Test

Top5			  36.714	  47.076
Top1			   8.158	  12.145
CE error		   2.802	   2.730

Epoch(min)		   6.003	   0.643
Batch Loading(msec)	 315.860	 479.612
Batch Computing(msec)	 358.781	 105.064
Batch Total(msec)	 678.255	 584.948

Total time(min)		  13.286
---------------------------------------------------------------


-------------------- Statistics epoch   3 ---------------------
			  Train		  Test

Top5			  49.981	  58.937
Top1			  14.504	  21.946
CE error		   2.666	   2.488

Epoch(min)		   6.057	   0.704
Batch Loading(msec)	 321.930	 534.606
Batch Computing(msec)	 358.737	 105.236
Batch Total(msec)	 684.352	 640.089

Total time(min)		  20.048
---------------------------------------------------------------


-------------------- Statistics epoch   4 ---------------------
			  Train		  Test

Top5			  60.175	  67.815
Top1			  22.374	  28.977
CE error		   2.468	   2.276

Epoch(min)		   6.036	   0.694
Batch Loading(msec)	 318.095	 526.409
Batch Computing(msec)	 360.217	 104.682
Batch Total(msec)	 682.070	 631.345

Total time(min)		  26.780
---------------------------------------------------------------


-------------------- Statistics epoch   5 ---------------------
			  Train		  Test

Top5			  68.237	  72.881
Top1			  29.417	  34.730
CE error		   2.276	   2.117

Epoch(min)		   6.036	   0.683
Batch Loading(msec)	 317.539	 515.831
Batch Computing(msec)	 360.630	 105.060
Batch Total(msec)	 682.046	 621.162

Total time(min)		  33.501
---------------------------------------------------------------


-------------------- Statistics epoch   6 ---------------------
			  Train		  Test

Top5			  72.708	  76.657
Top1			  35.218	  40.909
CE error		   2.123	   1.954

Epoch(min)		   6.114	   0.682
Batch Loading(msec)	 328.698	 513.948
Batch Computing(msec)	 358.567	 105.438
Batch Total(msec)	 690.807	 619.643

Total time(min)		  40.298
---------------------------------------------------------------


-------------------- Statistics epoch   7 ---------------------
			  Train		  Test

Top5			  75.338	  77.308
Top1			  39.595	  42.282
CE error		   2.008	   1.918

Epoch(min)		   6.089	   0.650
Batch Loading(msec)	 325.170	 485.326
Batch Computing(msec)	 359.226	 105.535
Batch Total(msec)	 688.022	 591.132

Total time(min)		  47.039
---------------------------------------------------------------


-------------------- Statistics epoch   8 ---------------------
			  Train		  Test

Top5			  77.400	  79.190
Top1			  42.763	  46.816
CE error		   1.914	   1.802

Epoch(min)		   6.067	   0.641
Batch Loading(msec)	 321.145	 477.367
Batch Computing(msec)	 360.564	 104.948
Batch Total(msec)	 685.519	 582.597

Total time(min)		  53.748
---------------------------------------------------------------


-------------------- Statistics epoch   9 ---------------------
			  Train		  Test

Top5			  78.622	  80.777
Top1			  45.257	  48.923
CE error		   1.843	   1.730

Epoch(min)		   6.090	   0.693
Batch Loading(msec)	 324.966	 525.030
Batch Computing(msec)	 359.522	 104.957
Batch Total(msec)	 688.081	 630.266

Total time(min)		  60.532
---------------------------------------------------------------


-------------------- Statistics epoch  10 ---------------------
			  Train		  Test

Top5			  80.133	  82.161
Top1			  47.496	  51.278
CE error		   1.772	   1.655

Epoch(min)		   6.121	   0.704
Batch Loading(msec)	 330.080	 534.379
Batch Computing(msec)	 357.957	 104.993
Batch Total(msec)	 691.657	 639.621

Total time(min)		  67.359
---------------------------------------------------------------


-------------------- Statistics epoch  11 ---------------------
			  Train		  Test

Top5			  80.915	  82.197
Top1			  49.122	  52.995
CE error		   1.725	   1.636

Epoch(min)		   6.207	   0.704
Batch Loading(msec)	 340.368	 533.869
Batch Computing(msec)	 357.777	 105.526
Batch Total(msec)	 701.370	 639.654

Total time(min)		  74.271
---------------------------------------------------------------


-------------------- Statistics epoch  12 ---------------------
			  Train		  Test

Top5			  82.012	  83.499
Top1			  50.971	  54.060
CE error		   1.664	   1.569

Epoch(min)		   6.109	   0.714
Batch Loading(msec)	 325.456	 544.131
Batch Computing(msec)	 361.109	 104.969
Batch Total(msec)	 690.278	 649.346

Total time(min)		  81.096
---------------------------------------------------------------


-------------------- Statistics epoch  13 ---------------------
			  Train		  Test

Top5			  82.489	  84.718
Top1			  51.907	  56.309
CE error		   1.631	   1.503

Epoch(min)		   6.181	   0.704
Batch Loading(msec)	 337.298	 534.614
Batch Computing(msec)	 357.743	 105.008
Batch Total(msec)	 698.395	 639.868

Total time(min)		  87.982
---------------------------------------------------------------


-------------------- Statistics epoch  14 ---------------------
			  Train		  Test

Top5			  83.145	  85.251
Top1			  53.174	  56.960
CE error		   1.594	   1.496

Epoch(min)		   6.093	   0.650
Batch Loading(msec)	 325.667	 486.202
Batch Computing(msec)	 359.124	 104.866
Batch Total(msec)	 688.500	 591.334

Total time(min)		  94.727
---------------------------------------------------------------


-------------------- Statistics epoch  15 ---------------------
			  Train		  Test

Top5			  83.706	  85.369
Top1			  54.392	  57.611
CE error		   1.560	   1.451

Epoch(min)		   6.134	   0.688
Batch Loading(msec)	 329.546	 520.217
Batch Computing(msec)	 359.839	 104.606
Batch Total(msec)	 693.060	 625.069

Total time(min)		 101.550
---------------------------------------------------------------


-------------------- Statistics epoch  16 ---------------------
			  Train		  Test

Top5			  84.250	  86.056
Top1			  55.189	  59.115
CE error		   1.532	   1.401

Epoch(min)		   6.145	   0.700
Batch Loading(msec)	 330.826	 531.202
Batch Computing(msec)	 360.025	 104.604
Batch Total(msec)	 694.340	 636.056

Total time(min)		 108.396
---------------------------------------------------------------


-------------------- Statistics epoch  17 ---------------------
			  Train		  Test

Top5			  84.640	  86.115
Top1			  56.157	  59.091
CE error		   1.502	   1.401

Epoch(min)		   6.142	   0.691
Batch Loading(msec)	 332.780	 522.210
Batch Computing(msec)	 357.870	 105.517
Batch Total(msec)	 694.054	 627.994

Total time(min)		 115.231
---------------------------------------------------------------


-------------------- Statistics epoch  18 ---------------------
			  Train		  Test

Top5			  85.022	  86.186
Top1			  56.897	  59.754
CE error		   1.477	   1.377

Epoch(min)		   6.057	   0.678
Batch Loading(msec)	 321.058	 511.528
Batch Computing(msec)	 359.662	 104.794
Batch Total(msec)	 684.422	 616.593

Total time(min)		 121.967
---------------------------------------------------------------


-------------------- Statistics epoch  19 ---------------------
			  Train		  Test

Top5			  85.243	  86.506
Top1			  57.433	  60.062
CE error		   1.459	   1.370

Epoch(min)		   6.194	   0.611
Batch Loading(msec)	 336.666	 449.764
Batch Computing(msec)	 359.851	 104.969
Batch Total(msec)	 699.886	 555.013

Total time(min)		 128.774
---------------------------------------------------------------


-------------------- Statistics epoch  20 ---------------------
			  Train		  Test

Top5			  85.726	  87.192
Top1			  58.244	  61.293
CE error		   1.433	   1.345

Epoch(min)		   6.182	   0.713
Batch Loading(msec)	 336.916	 542.685
Batch Computing(msec)	 358.224	 105.310
Batch Total(msec)	 698.508	 648.265

Total time(min)		 135.670
---------------------------------------------------------------


-------------------- Statistics epoch  21 ---------------------
			  Train		  Test

Top5			  85.789	  86.778
Top1			  58.608	  60.985
CE error		   1.421	   1.351

Epoch(min)		   6.130	   0.697
Batch Loading(msec)	 329.829	 528.773
Batch Computing(msec)	 359.275	 104.931
Batch Total(msec)	 692.633	 633.971

Total time(min)		 142.499
---------------------------------------------------------------


-------------------- Statistics epoch  22 ---------------------
			  Train		  Test

Top5			  86.138	  87.536
Top1			  59.118	  61.908
CE error		   1.405	   1.321

Epoch(min)		   6.076	   0.701
Batch Loading(msec)	 322.927	 532.679
Batch Computing(msec)	 360.036	 104.496
Batch Total(msec)	 686.527	 637.420

Total time(min)		 149.277
---------------------------------------------------------------


-------------------- Statistics epoch  23 ---------------------
			  Train		  Test

Top5			  86.336	  87.429
Top1			  59.500	  61.518
CE error		   1.389	   1.315

Epoch(min)		   6.140	   0.598
Batch Loading(msec)	 328.320	 438.857
Batch Computing(msec)	 361.616	 104.899
Batch Total(msec)	 693.744	 544.035

Total time(min)		 156.017
---------------------------------------------------------------


-------------------- Statistics epoch  24 ---------------------
			  Train		  Test

Top5			  86.597	  87.654
Top1			  59.966	  62.831
CE error		   1.373	   1.284

Epoch(min)		   6.118	   0.680
Batch Loading(msec)	 328.720	 512.509
Batch Computing(msec)	 358.961	 105.102
Batch Total(msec)	 691.327	 617.858

Total time(min)		 162.816
---------------------------------------------------------------


-------------------- Statistics epoch  25 ---------------------
			  Train		  Test

Top5			  86.919	  87.973
Top1			  60.474	  62.512
CE error		   1.353	   1.292

Epoch(min)		   6.165	   0.689
Batch Loading(msec)	 333.915	 521.676
Batch Computing(msec)	 359.182	 104.807
Batch Total(msec)	 696.660	 626.758

Total time(min)		 169.672
---------------------------------------------------------------


-------------------- Statistics epoch  26 ---------------------
			  Train		  Test

Top5			  87.091	  87.642
Top1			  61.005	  63.175
CE error		   1.344	   1.270

Epoch(min)		   6.129	   0.633
Batch Loading(msec)	 329.138	 470.654
Batch Computing(msec)	 359.767	 104.929
Batch Total(msec)	 692.552	 575.864

Total time(min)		 176.437
---------------------------------------------------------------


-------------------- Statistics epoch  27 ---------------------
			  Train		  Test

Top5			  87.307	  87.808
Top1			  61.339	  62.536
CE error		   1.328	   1.291

Epoch(min)		   6.146	   0.699
Batch Loading(msec)	 331.250	 530.606
Batch Computing(msec)	 359.692	 104.664
Batch Total(msec)	 694.444	 635.514

Total time(min)		 183.283
---------------------------------------------------------------


-------------------- Statistics epoch  28 ---------------------
			  Train		  Test

Top5			  87.569	  88.660
Top1			  61.655	  64.252
CE error		   1.319	   1.229

Epoch(min)		   6.089	   0.719
Batch Loading(msec)	 323.972	 548.524
Batch Computing(msec)	 360.294	 104.595
Batch Total(msec)	 687.989	 653.367

Total time(min)		 190.092
---------------------------------------------------------------


-------------------- Statistics epoch  29 ---------------------
			  Train		  Test

Top5			  87.659	  88.601
Top1			  61.781	  63.790
CE error		   1.306	   1.245

Epoch(min)		   6.134	   0.690
Batch Loading(msec)	 329.923	 522.127
Batch Computing(msec)	 359.556	 104.477
Batch Total(msec)	 693.053	 626.852

Total time(min)		 196.916
---------------------------------------------------------------


-------------------- Statistics epoch  30 ---------------------
			  Train		  Test

Top5			  87.837	  88.423
Top1			  62.188	  63.565
CE error		   1.298	   1.238

Epoch(min)		   6.183	   0.569
Batch Loading(msec)	 334.624	 412.000
Batch Computing(msec)	 360.523	 104.961
Batch Total(msec)	 698.666	 517.252

Total time(min)		 203.670
---------------------------------------------------------------


-------------------- Statistics epoch  31 ---------------------
			  Train		  Test

Top5			  87.900	  88.447
Top1			  62.190	  64.500
CE error		   1.292	   1.229

Epoch(min)		   6.126	   0.682
Batch Loading(msec)	 327.834	 515.195
Batch Computing(msec)	 360.690	 104.774
Batch Total(msec)	 692.152	 620.235

Total time(min)		 210.479
---------------------------------------------------------------


-------------------- Statistics epoch  32 ---------------------
			  Train		  Test

Top5			  88.144	  88.944
Top1			  62.756	  64.595
CE error		   1.279	   1.223

Epoch(min)		   6.165	   0.576
Batch Loading(msec)	 333.186	 418.648
Batch Computing(msec)	 359.760	 104.876
Batch Total(msec)	 696.663	 523.812

Total time(min)		 217.223
---------------------------------------------------------------


-------------------- Statistics epoch  33 ---------------------
			  Train		  Test

Top5			  88.222	  88.885
Top1			  63.100	  64.879
CE error		   1.267	   1.213

Epoch(min)		   6.121	   0.580
Batch Loading(msec)	 328.768	 421.863
Batch Computing(msec)	 359.380	 104.804
Batch Total(msec)	 691.657	 526.950

Total time(min)		 223.925
---------------------------------------------------------------


-------------------- Statistics epoch  34 ---------------------
			  Train		  Test

Top5			  88.411	  89.062
Top1			  63.328	  64.856
CE error		   1.258	   1.219

Epoch(min)		   6.081	   0.715
Batch Loading(msec)	 322.567	 545.030
Batch Computing(msec)	 360.954	 105.052
Batch Total(msec)	 687.132	 650.329

Total time(min)		 230.723
---------------------------------------------------------------


-------------------- Statistics epoch  35 ---------------------
			  Train		  Test

Top5			  88.403	  89.122
Top1			  63.515	  65.353
CE error		   1.254	   1.199

Epoch(min)		   6.074	   0.699
Batch Loading(msec)	 322.345	 530.672
Batch Computing(msec)	 360.401	 104.565
Batch Total(msec)	 686.361	 635.480

Total time(min)		 237.498
---------------------------------------------------------------


-------------------- Statistics epoch  36 ---------------------
			  Train		  Test

Top5			  88.605	  88.956
Top1			  63.823	  65.246
CE error		   1.242	   1.201

Epoch(min)		   6.132	   0.601
Batch Loading(msec)	 329.104	 441.233
Batch Computing(msec)	 359.983	 104.845
Batch Total(msec)	 692.884	 546.360

Total time(min)		 244.232
---------------------------------------------------------------


-------------------- Statistics epoch  37 ---------------------
			  Train		  Test

Top5			  88.673	  88.849
Top1			  64.088	  65.305
CE error		   1.236	   1.211

Epoch(min)		   6.035	   0.684
Batch Loading(msec)	 319.339	 516.411
Batch Computing(msec)	 358.963	 104.838
Batch Total(msec)	 681.882	 621.528

Total time(min)		 250.952
---------------------------------------------------------------


-------------------- Statistics epoch  38 ---------------------
			  Train		  Test

Top5			  88.780	  88.767
Top1			  64.015	  65.495
CE error		   1.226	   1.205

Epoch(min)		   6.132	   0.641
Batch Loading(msec)	 329.274	 477.669
Batch Computing(msec)	 360.038	 104.754
Batch Total(msec)	 692.920	 582.699

Total time(min)		 257.727
---------------------------------------------------------------


-------------------- Statistics epoch  39 ---------------------
			  Train		  Test

Top5			  89.012	  88.980
Top1			  64.336	  65.530
CE error		   1.219	   1.188

Epoch(min)		   6.032	   0.718
Batch Loading(msec)	 316.567	 547.318
Batch Computing(msec)	 361.358	 105.179
Batch Total(msec)	 681.612	 652.768

Total time(min)		 264.479
---------------------------------------------------------------


-------------------- Statistics epoch  40 ---------------------
			  Train		  Test

Top5			  89.049	  88.826
Top1			  64.577	  65.897
CE error		   1.209	   1.191

Epoch(min)		   6.078	   0.679
Batch Loading(msec)	 323.877	 512.004
Batch Computing(msec)	 359.436	 105.076
Batch Total(msec)	 686.754	 617.326

Total time(min)		 271.237
---------------------------------------------------------------


-------------------- Statistics epoch  41 ---------------------
			  Train		  Test

Top5			  89.170	  89.145
Top1			  64.780	  65.507
CE error		   1.207	   1.196

Epoch(min)		   6.118	   0.708
Batch Loading(msec)	 326.249	 537.926
Batch Computing(msec)	 361.383	 105.295
Batch Total(msec)	 691.257	 643.476

Total time(min)		 278.064
---------------------------------------------------------------


-------------------- Statistics epoch  42 ---------------------
			  Train		  Test

Top5			  89.129	  89.074
Top1			  64.929	  65.672
CE error		   1.199	   1.186

Epoch(min)		   6.138	   0.715
Batch Loading(msec)	 328.872	 544.753
Batch Computing(msec)	 361.106	 104.608
Batch Total(msec)	 693.552	 649.608

Total time(min)		 284.918
---------------------------------------------------------------


-------------------- Statistics epoch  43 ---------------------
			  Train		  Test

Top5			  89.317	  89.358
Top1			  65.048	  66.217
CE error		   1.194	   1.172

Epoch(min)		   6.171	   0.705
Batch Loading(msec)	 334.151	 535.766
Batch Computing(msec)	 359.659	 105.297
Batch Total(msec)	 697.268	 641.307

Total time(min)		 291.796
---------------------------------------------------------------


-------------------- Statistics epoch  44 ---------------------
			  Train		  Test

Top5			  89.295	  89.666
Top1			  65.365	  66.335
CE error		   1.187	   1.163

Epoch(min)		   6.166	   0.697
Batch Loading(msec)	 333.045	 528.211
Batch Computing(msec)	 360.107	 105.484
Batch Total(msec)	 696.773	 633.949

Total time(min)		 298.661
---------------------------------------------------------------


-------------------- Statistics epoch  45 ---------------------
			  Train		  Test

Top5			  89.557	  89.773
Top1			  65.304	  66.750
CE error		   1.179	   1.164

Epoch(min)		   6.108	   0.680
Batch Loading(msec)	 324.776	 512.629
Batch Computing(msec)	 361.719	 104.885
Batch Total(msec)	 690.143	 617.788

Total time(min)		 305.450
---------------------------------------------------------------


-------------------- Statistics epoch  46 ---------------------
			  Train		  Test

Top5			  89.532	  89.240
Top1			  65.688	  66.146
CE error		   1.174	   1.184

Epoch(min)		   6.144	   0.608
Batch Loading(msec)	 330.586	 447.977
Batch Computing(msec)	 359.934	 104.843
Batch Total(msec)	 694.225	 553.106

Total time(min)		 312.204
---------------------------------------------------------------


-------------------- Statistics epoch  47 ---------------------
			  Train		  Test

Top5			  89.547	  89.074
Top1			  65.791	  66.430
CE error		   1.170	   1.166

Epoch(min)		   6.053	   0.701
Batch Loading(msec)	 320.497	 532.374
Batch Computing(msec)	 359.822	 104.810
Batch Total(msec)	 684.005	 637.457

Total time(min)		 318.960
---------------------------------------------------------------


-------------------- Statistics epoch  48 ---------------------
			  Train		  Test

Top5			  89.707	  89.323
Top1			  65.972	  65.589
CE error		   1.162	   1.182

Epoch(min)		   6.095	   0.714
Batch Loading(msec)	 325.031	 544.589
Batch Computing(msec)	 360.048	 104.559
Batch Total(msec)	 688.728	 649.396

Total time(min)		 325.771
---------------------------------------------------------------


-------------------- Statistics epoch  49 ---------------------
			  Train		  Test

Top5			  89.842	  89.394
Top1			  66.178	  66.761
CE error		   1.158	   1.159

Epoch(min)		   6.191	   0.696
Batch Loading(msec)	 335.683	 528.076
Batch Computing(msec)	 360.319	 104.748
Batch Total(msec)	 699.576	 633.083

Total time(min)		 332.660
---------------------------------------------------------------


-------------------- Statistics epoch  50 ---------------------
			  Train		  Test

Top5			  89.945	  89.240
Top1			  66.277	  66.323
CE error		   1.153	   1.164

Epoch(min)		   6.049	   0.643
Batch Loading(msec)	 320.452	 479.452
Batch Computing(msec)	 359.354	 104.869
Batch Total(msec)	 683.537	 584.605

Total time(min)		 339.354
---------------------------------------------------------------


-------------------- Statistics epoch  51 ---------------------
			  Train		  Test

Top5			  90.148	  89.560
Top1			  66.275	  66.501
CE error		   1.152	   1.161

Epoch(min)		   6.042	   0.713
Batch Loading(msec)	 317.852	 543.818
Batch Computing(msec)	 361.019	 104.527
Batch Total(msec)	 682.716	 648.590

Total time(min)		 346.111
---------------------------------------------------------------


-------------------- Statistics epoch  52 ---------------------
			  Train		  Test

Top5			  90.095	  89.323
Top1			  66.524	  66.667
CE error		   1.143	   1.157

Epoch(min)		   6.176	   0.729
Batch Loading(msec)	 333.416	 557.397
Batch Computing(msec)	 360.851	 105.132
Batch Total(msec)	 697.802	 662.799

Total time(min)		 353.017
---------------------------------------------------------------


-------------------- Statistics epoch  53 ---------------------
			  Train		  Test

Top5			  90.034	  89.820
Top1			  66.462	  67.211
CE error		   1.146	   1.134

Epoch(min)		   6.129	   0.685
Batch Loading(msec)	 327.850	 517.971
Batch Computing(msec)	 361.083	 104.742
Batch Total(msec)	 692.572	 622.981

Total time(min)		 359.834
---------------------------------------------------------------


-------------------- Statistics epoch  54 ---------------------
			  Train		  Test

Top5			  89.984	  89.950
Top1			  66.695	  67.637
CE error		   1.142	   1.130

Epoch(min)		   6.165	   0.697
Batch Loading(msec)	 331.894	 529.098
Batch Computing(msec)	 361.029	 104.616
Batch Total(msec)	 696.663	 633.958

Total time(min)		 366.698
---------------------------------------------------------------


-------------------- Statistics epoch  55 ---------------------
			  Train		  Test

Top5			  90.250	  90.021
Top1			  66.970	  67.247
CE error		   1.127	   1.142

Epoch(min)		   6.095	   0.686
Batch Loading(msec)	 325.600	 518.581
Batch Computing(msec)	 359.396	 105.132
Batch Total(msec)	 688.645	 623.958

Total time(min)		 373.480
---------------------------------------------------------------


-------------------- Statistics epoch  56 ---------------------
			  Train		  Test

Top5			  90.307	  89.654
Top1			  67.032	  66.430
CE error		   1.126	   1.166

Epoch(min)		   6.150	   0.701
Batch Loading(msec)	 329.715	 532.371
Batch Computing(msec)	 361.586	 104.842
Batch Total(msec)	 694.971	 637.461

Total time(min)		 380.333
---------------------------------------------------------------


-------------------- Statistics epoch  57 ---------------------
			  Train		  Test

Top5			  90.363	  90.270
Top1			  66.977	  68.229
CE error		   1.123	   1.118

Epoch(min)		   6.174	   0.608
Batch Loading(msec)	 334.097	 447.080
Batch Computing(msec)	 359.888	 105.364
Batch Total(msec)	 697.660	 552.723

Total time(min)		 387.117
---------------------------------------------------------------


-------------------- Statistics epoch  58 ---------------------
			  Train		  Test

Top5			  90.504	  89.986
Top1			  67.205	  66.915
CE error		   1.118	   1.150

Epoch(min)		   6.143	   0.717
Batch Loading(msec)	 331.319	 546.755
Batch Computing(msec)	 359.282	 104.793
Batch Total(msec)	 694.121	 651.809

Total time(min)		 393.979
---------------------------------------------------------------


-------------------- Statistics epoch  59 ---------------------
			  Train		  Test

Top5			  90.503	  89.986
Top1			  67.112	  67.910
CE error		   1.116	   1.112

Epoch(min)		   6.107	   0.708
Batch Loading(msec)	 325.263	 538.272
Batch Computing(msec)	 360.903	 104.753
Batch Total(msec)	 690.019	 643.271

Total time(min)		 400.795
---------------------------------------------------------------


-------------------- Statistics epoch  60 ---------------------
			  Train		  Test

Top5			  90.498	  90.140
Top1			  67.370	  67.116
CE error		   1.114	   1.139

Epoch(min)		   6.141	   0.701
Batch Loading(msec)	 328.440	 531.650
Batch Computing(msec)	 361.822	 105.264
Batch Total(msec)	 693.900	 637.159

Total time(min)		 407.638
---------------------------------------------------------------


-------------------- Statistics epoch  61 ---------------------
			  Train		  Test

Top5			  90.497	  90.234
Top1			  67.441	  67.720
CE error		   1.109	   1.123

Epoch(min)		   6.150	   0.688
Batch Loading(msec)	 331.946	 520.547
Batch Computing(msec)	 359.470	 104.573
Batch Total(msec)	 694.904	 625.375

Total time(min)		 414.477
---------------------------------------------------------------


-------------------- Statistics epoch  62 ---------------------
			  Train		  Test

Top5			  90.735	  90.376
Top1			  67.605	  67.827
CE error		   1.104	   1.117

Epoch(min)		   6.161	   0.667
Batch Loading(msec)	 332.577	 501.226
Batch Computing(msec)	 360.139	 104.945
Batch Total(msec)	 696.188	 606.451

Total time(min)		 421.307
---------------------------------------------------------------


-------------------- Statistics epoch  63 ---------------------
			  Train		  Test

Top5			  90.569	  89.998
Top1			  67.398	  67.744
CE error		   1.105	   1.127

Epoch(min)		   6.120	   0.692
Batch Loading(msec)	 328.538	 524.147
Batch Computing(msec)	 359.383	 104.937
Batch Total(msec)	 691.546	 629.328

Total time(min)		 428.121
---------------------------------------------------------------


-------------------- Statistics epoch  64 ---------------------
			  Train		  Test

Top5			  90.669	  90.187
Top1			  67.770	  67.886
CE error		   1.099	   1.126

Epoch(min)		   6.146	   0.622
Batch Loading(msec)	 330.662	 460.710
Batch Computing(msec)	 360.229	 104.705
Batch Total(msec)	 694.437	 565.690

Total time(min)		 434.891
---------------------------------------------------------------


-------------------- Statistics epoch  65 ---------------------
			  Train		  Test

Top5			  90.799	  89.974
Top1			  67.873	  68.170
CE error		   1.090	   1.114

Epoch(min)		   6.110	   0.678
Batch Loading(msec)	 326.533	 511.201
Batch Computing(msec)	 360.298	 104.842
Batch Total(msec)	 690.411	 616.310

Total time(min)		 441.680
---------------------------------------------------------------


-------------------- Statistics epoch  66 ---------------------
			  Train		  Test

Top5			  90.924	  90.495
Top1			  67.978	  68.182
CE error		   1.089	   1.104

Epoch(min)		   6.226	   0.697
Batch Loading(msec)	 341.345	 528.373
Batch Computing(msec)	 358.825	 104.846
Batch Total(msec)	 703.515	 633.489

Total time(min)		 448.605
---------------------------------------------------------------


-------------------- Statistics epoch  67 ---------------------
			  Train		  Test

Top5			  90.988	  90.152
Top1			  68.070	  68.691
CE error		   1.084	   1.099

Epoch(min)		   6.121	   0.712
Batch Loading(msec)	 328.580	 542.455
Batch Computing(msec)	 359.506	 104.721
Batch Total(msec)	 691.605	 647.420

Total time(min)		 455.439
---------------------------------------------------------------


-------------------- Statistics epoch  68 ---------------------
			  Train		  Test

Top5			  90.891	  90.092
Top1			  68.067	  68.561
CE error		   1.084	   1.106

Epoch(min)		   6.134	   0.701
Batch Loading(msec)	 329.956	 532.137
Batch Computing(msec)	 359.585	 104.525
Batch Total(msec)	 693.070	 636.909

Total time(min)		 462.275
---------------------------------------------------------------


-------------------- Statistics epoch  69 ---------------------
			  Train		  Test

Top5			  91.003	  90.211
Top1			  68.122	  68.111
CE error		   1.079	   1.108

Epoch(min)		   6.211	   0.606
Batch Loading(msec)	 340.381	 445.085
Batch Computing(msec)	 358.102	 105.217
Batch Total(msec)	 701.824	 550.590

Total time(min)		 469.093
---------------------------------------------------------------


-------------------- Statistics epoch  70 ---------------------
			  Train		  Test

Top5			  90.974	  90.069
Top1			  68.244	  68.620
CE error		   1.077	   1.098

Epoch(min)		   6.105	   0.718
Batch Loading(msec)	 325.644	 547.032
Batch Computing(msec)	 360.665	 105.362
Batch Total(msec)	 689.874	 652.661

Total time(min)		 475.918
---------------------------------------------------------------


-------------------- Statistics epoch  71 ---------------------
			  Train		  Test

Top5			  90.956	  90.613
Top1			  68.519	  68.194
CE error		   1.076	   1.096

Epoch(min)		   6.149	   0.718
Batch Loading(msec)	 331.815	 547.738
Batch Computing(msec)	 359.603	 104.976
Batch Total(msec)	 694.823	 652.959

Total time(min)		 482.787
---------------------------------------------------------------


-------------------- Statistics epoch  72 ---------------------
			  Train		  Test

Top5			  90.984	  90.412
Top1			  68.551	  67.992
CE error		   1.069	   1.102

Epoch(min)		   6.157	   0.610
Batch Loading(msec)	 334.575	 449.358
Batch Computing(msec)	 357.916	 104.882
Batch Total(msec)	 695.761	 554.524

Total time(min)		 489.556
---------------------------------------------------------------


-------------------- Statistics epoch  73 ---------------------
			  Train		  Test

Top5			  91.190	  89.962
Top1			  68.434	  67.057
CE error		   1.068	   1.127

Epoch(min)		   6.194	   0.720
Batch Loading(msec)	 336.430	 549.110
Batch Computing(msec)	 359.818	 104.856
Batch Total(msec)	 699.863	 654.252

Total time(min)		 496.471
---------------------------------------------------------------


-------------------- Statistics epoch  74 ---------------------
			  Train		  Test

Top5			  91.152	  90.341
Top1			  68.571	  68.277
CE error		   1.065	   1.102

Epoch(min)		   6.175	   0.713
Batch Loading(msec)	 334.875	 542.532
Batch Computing(msec)	 359.406	 105.056
Batch Total(msec)	 697.748	 647.833

Total time(min)		 503.360
---------------------------------------------------------------


-------------------- Statistics epoch  75 ---------------------
			  Train		  Test

Top5			  91.178	  89.915
Top1			  68.469	  68.063
CE error		   1.065	   1.106

Epoch(min)		   6.110	   0.690
Batch Loading(msec)	 325.086	 522.436
Batch Computing(msec)	 361.646	 104.966
Batch Total(msec)	 690.410	 627.647

Total time(min)		 510.162
---------------------------------------------------------------


-------------------- Statistics epoch  76 ---------------------
			  Train		  Test

Top5			  91.272	  90.613
Top1			  68.551	  68.549
CE error		   1.059	   1.090

Epoch(min)		   6.202	   0.684
Batch Loading(msec)	 339.566	 516.161
Batch Computing(msec)	 357.895	 105.441
Batch Total(msec)	 700.767	 621.848

Total time(min)		 517.049
---------------------------------------------------------------


-------------------- Statistics epoch  77 ---------------------
			  Train		  Test

Top5			  91.340	  90.152
Top1			  68.803	  67.720
CE error		   1.055	   1.122

Epoch(min)		   6.086	   0.712
Batch Loading(msec)	 325.779	 542.749
Batch Computing(msec)	 358.324	 104.524
Batch Total(msec)	 687.646	 647.519

Total time(min)		 523.849
---------------------------------------------------------------


-------------------- Statistics epoch  78 ---------------------
			  Train		  Test

Top5			  91.464	  90.518
Top1			  68.815	  68.501
CE error		   1.055	   1.087

Epoch(min)		   6.087	   0.701
Batch Loading(msec)	 322.086	 531.444
Batch Computing(msec)	 361.927	 105.204
Batch Total(msec)	 687.741	 636.900

Total time(min)		 530.638
---------------------------------------------------------------


-------------------- Statistics epoch  79 ---------------------
			  Train		  Test

Top5			  91.309	  89.832
Top1			  68.929	  67.708
CE error		   1.055	   1.131

Epoch(min)		   6.103	   0.726
Batch Loading(msec)	 324.098	 555.277
Batch Computing(msec)	 361.698	 104.910
Batch Total(msec)	 689.563	 660.430

Total time(min)		 537.468
---------------------------------------------------------------


-------------------- Statistics epoch  80 ---------------------
			  Train		  Test

Top5			  91.472	  90.424
Top1			  69.012	  68.643
CE error		   1.049	   1.090

Epoch(min)		   6.069	   0.684
Batch Loading(msec)	 322.251	 516.982
Batch Computing(msec)	 360.119	 104.655
Batch Total(msec)	 685.793	 621.891

Total time(min)		 544.223
---------------------------------------------------------------


-------------------- Statistics epoch  81 ---------------------
			  Train		  Test

Top5			  91.470	  90.270
Top1			  69.149	  68.738
CE error		   1.048	   1.088

Epoch(min)		   6.167	   0.709
Batch Loading(msec)	 333.489	 539.642
Batch Computing(msec)	 359.819	 104.718
Batch Total(msec)	 696.836	 644.616

Total time(min)		 551.101
---------------------------------------------------------------


-------------------- Statistics epoch  82 ---------------------
			  Train		  Test

Top5			  91.592	  90.199
Top1			  68.894	  68.679
CE error		   1.047	   1.101

Epoch(min)		   6.138	   0.711
Batch Loading(msec)	 327.021	 541.535
Batch Computing(msec)	 362.814	 104.764
Batch Total(msec)	 693.586	 646.554

Total time(min)		 557.952
---------------------------------------------------------------


-------------------- Statistics epoch  83 ---------------------
			  Train		  Test

Top5			  91.537	  90.530
Top1			  69.088	  68.821
CE error		   1.045	   1.079

Epoch(min)		   6.061	   0.689
Batch Loading(msec)	 322.047	 520.954
Batch Computing(msec)	 359.251	 104.829
Batch Total(msec)	 684.886	 626.054

Total time(min)		 564.703
---------------------------------------------------------------


-------------------- Statistics epoch  84 ---------------------
			  Train		  Test

Top5			  91.674	  89.927
Top1			  69.152	  68.123
CE error		   1.042	   1.108

Epoch(min)		   6.171	   0.700
Batch Loading(msec)	 334.294	 531.202
Batch Computing(msec)	 359.533	 104.627
Batch Total(msec)	 697.291	 636.088

Total time(min)		 571.575
---------------------------------------------------------------


-------------------- Statistics epoch  85 ---------------------
			  Train		  Test

Top5			  91.758	  90.518
Top1			  69.422	  69.010
CE error		   1.034	   1.085

Epoch(min)		   6.173	   0.679
Batch Loading(msec)	 336.913	 512.415
Batch Computing(msec)	 357.435	 104.532
Batch Total(msec)	 697.535	 617.196

Total time(min)		 578.429
---------------------------------------------------------------


-------------------- Statistics epoch  86 ---------------------
			  Train		  Test

Top5			  91.702	  90.376
Top1			  69.175	  69.129
CE error		   1.039	   1.089

Epoch(min)		   6.060	   0.708
Batch Loading(msec)	 318.295	 537.914
Batch Computing(msec)	 362.606	 105.109
Batch Total(msec)	 684.704	 643.267

Total time(min)		 585.198
---------------------------------------------------------------


-------------------- Statistics epoch  87 ---------------------
			  Train		  Test

Top5			  91.709	  90.400
Top1			  69.291	  68.999
CE error		   1.036	   1.091

Epoch(min)		   6.144	   0.693
Batch Loading(msec)	 330.521	 524.737
Batch Computing(msec)	 360.097	 104.619
Batch Total(msec)	 694.233	 629.611

Total time(min)		 592.036
---------------------------------------------------------------


-------------------- Statistics epoch  88 ---------------------
			  Train		  Test

Top5			  91.680	  90.566
Top1			  69.456	  68.762
CE error		   1.029	   1.092

Epoch(min)		   6.110	   0.698
Batch Loading(msec)	 326.830	 529.437
Batch Computing(msec)	 359.888	 104.536
Batch Total(msec)	 690.342	 634.223

Total time(min)		 598.844
---------------------------------------------------------------


-------------------- Statistics epoch  89 ---------------------
			  Train		  Test

Top5			  91.815	  90.696
Top1			  69.530	  69.046
CE error		   1.026	   1.103

Epoch(min)		   6.096	   0.735
Batch Loading(msec)	 325.535	 562.847
Batch Computing(msec)	 359.720	 105.039
Batch Total(msec)	 688.846	 668.130

Total time(min)		 605.677
---------------------------------------------------------------


-------------------- Statistics epoch  90 ---------------------
			  Train		  Test

Top5			  91.765	  89.808
Top1			  69.527	  67.696
CE error		   1.029	   1.131

Epoch(min)		   6.200	   0.671
Batch Loading(msec)	 334.697	 504.371
Batch Computing(msec)	 362.117	 105.276
Batch Total(msec)	 700.519	 609.911

Total time(min)		 612.549
---------------------------------------------------------------


-------------------- Statistics epoch  91 ---------------------
			  Train		  Test

Top5			  91.889	  90.661
Top1			  69.655	  68.774
CE error		   1.028	   1.085

Epoch(min)		   6.112	   0.733
Batch Loading(msec)	 328.509	 560.882
Batch Computing(msec)	 358.728	 105.466
Batch Total(msec)	 690.593	 666.611

Total time(min)		 619.396
---------------------------------------------------------------


-------------------- Statistics epoch  92 ---------------------
			  Train		  Test

Top5			  91.784	  90.400
Top1			  69.752	  69.425
CE error		   1.024	   1.077

Epoch(min)		   6.098	   0.700
Batch Loading(msec)	 326.798	 530.905
Batch Computing(msec)	 358.676	 105.229
Batch Total(msec)	 689.050	 636.380

Total time(min)		 626.195
---------------------------------------------------------------


-------------------- Statistics epoch  93 ---------------------
			  Train		  Test

Top5			  91.865	  90.294
Top1			  69.647	  68.205
CE error		   1.018	   1.108

Epoch(min)		   6.021	   0.712
Batch Loading(msec)	 318.170	 542.678
Batch Computing(msec)	 358.666	 104.736
Batch Total(msec)	 680.316	 647.669

Total time(min)		 632.930
---------------------------------------------------------------


-------------------- Statistics epoch  94 ---------------------
			  Train		  Test

Top5			  91.959	  90.566
Top1			  69.631	  68.987
CE error		   1.022	   1.078

Epoch(min)		   6.054	   0.708
Batch Loading(msec)	 319.897	 538.166
Batch Computing(msec)	 360.681	 105.266
Batch Total(msec)	 684.096	 643.676

Total time(min)		 639.694
---------------------------------------------------------------


-------------------- Statistics epoch  95 ---------------------
			  Train		  Test

Top5			  91.957	  90.317
Top1			  69.849	  68.217
CE error		   1.018	   1.099

Epoch(min)		   6.101	   0.708
Batch Loading(msec)	 324.338	 537.816
Batch Computing(msec)	 361.544	 105.279
Batch Total(msec)	 689.430	 643.346

Total time(min)		 646.505
---------------------------------------------------------------


-------------------- Statistics epoch  96 ---------------------
			  Train		  Test

Top5			  92.005	  90.471
Top1			  69.909	  68.975
CE error		   1.016	   1.091

Epoch(min)		   6.034	   0.693
Batch Loading(msec)	 317.841	 524.467
Batch Computing(msec)	 360.426	 105.134
Batch Total(msec)	 681.848	 629.850

Total time(min)		 653.233
---------------------------------------------------------------


-------------------- Statistics epoch  97 ---------------------
			  Train		  Test

Top5			  92.096	  90.353
Top1			  70.068	  68.241
CE error		   1.005	   1.101

Epoch(min)		   6.034	   0.625
Batch Loading(msec)	 319.285	 463.525
Batch Computing(msec)	 359.044	 104.698
Batch Total(msec)	 681.862	 568.482

Total time(min)		 659.895
---------------------------------------------------------------


-------------------- Statistics epoch  98 ---------------------
			  Train		  Test

Top5			  92.077	  90.530
Top1			  70.189	  69.330
CE error		   1.004	   1.070

Epoch(min)		   5.991	   0.575
Batch Loading(msec)	 312.214	 417.884
Batch Computing(msec)	 361.087	 104.831
Batch Total(msec)	 676.988	 523.001

Total time(min)		 666.463
---------------------------------------------------------------


-------------------- Statistics epoch  99 ---------------------
			  Train		  Test

Top5			  92.195	  90.329
Top1			  70.071	  69.283
CE error		   1.007	   1.081

Epoch(min)		   6.060	   0.683
Batch Loading(msec)	 320.726	 516.331
Batch Computing(msec)	 360.305	 104.720
Batch Total(msec)	 684.699	 621.316

Total time(min)		 673.207
---------------------------------------------------------------


-------------------- Statistics epoch 100 ---------------------
			  Train		  Test

Top5			  92.217	  90.436
Top1			  70.102	  68.300
CE error		   1.005	   1.101

Epoch(min)		   6.044	   0.716
Batch Loading(msec)	 319.561	 545.584
Batch Computing(msec)	 359.800	 105.298
Batch Total(msec)	 682.991	 651.150

Total time(min)		 679.969
---------------------------------------------------------------


-------------------- Statistics epoch 101 ---------------------
			  Train		  Test

Top5			  92.040	  90.850
Top1			  69.992	  69.247
CE error		   1.009	   1.075

Epoch(min)		   6.045	   0.683
Batch Loading(msec)	 319.398	 516.353
Batch Computing(msec)	 360.033	 104.541
Batch Total(msec)	 683.098	 621.147

Total time(min)		 686.700
---------------------------------------------------------------


-------------------- Statistics epoch 102 ---------------------
			  Train		  Test

Top5			  92.208	  90.412
Top1			  70.145	  68.916
CE error		   1.003	   1.087

Epoch(min)		   6.037	   0.594
Batch Loading(msec)	 320.418	 434.847
Batch Computing(msec)	 358.254	 104.805
Batch Total(msec)	 682.188	 539.936

Total time(min)		 693.333
---------------------------------------------------------------


-------------------- Statistics epoch 103 ---------------------
			  Train		  Test

Top5			  92.295	  90.672
Top1			  70.212	  69.223
CE error		   1.001	   1.077

Epoch(min)		   5.951	   0.688
Batch Loading(msec)	 308.341	 520.833
Batch Computing(msec)	 360.430	 104.702
Batch Total(msec)	 672.480	 625.787

Total time(min)		 699.974
---------------------------------------------------------------


-------------------- Statistics epoch 104 ---------------------
			  Train		  Test

Top5			  92.165	  90.436
Top1			  70.339	  69.164
CE error		   0.998	   1.085

Epoch(min)		   5.955	   0.707
Batch Loading(msec)	 309.094	 537.819
Batch Computing(msec)	 360.150	 104.729
Batch Total(msec)	 672.888	 642.800

Total time(min)		 706.638
---------------------------------------------------------------


-------------------- Statistics epoch 105 ---------------------
			  Train		  Test

Top5			  92.188	  90.530
Top1			  70.139	  68.892
CE error		   1.000	   1.086

Epoch(min)		   6.022	   0.686
Batch Loading(msec)	 314.980	 518.416
Batch Computing(msec)	 361.815	 104.552
Batch Total(msec)	 680.434	 623.215

Total time(min)		 713.346
---------------------------------------------------------------


-------------------- Statistics epoch 106 ---------------------
			  Train		  Test

Top5			  92.301	  90.826
Top1			  70.365	  69.259
CE error		   0.995	   1.076

Epoch(min)		   5.889	   0.686
Batch Loading(msec)	 301.340	 516.787
Batch Computing(msec)	 360.438	 106.718
Batch Total(msec)	 665.387	 623.757

Total time(min)		 719.923
---------------------------------------------------------------


-------------------- Statistics epoch 107 ---------------------
			  Train		  Test

Top5			  92.313	  90.661
Top1			  70.505	  69.484
CE error		   0.994	   1.085

Epoch(min)		   5.912	   0.620
Batch Loading(msec)	 304.073	 458.640
Batch Computing(msec)	 360.395	 104.734
Batch Total(msec)	 668.046	 563.647

Total time(min)		 726.456
---------------------------------------------------------------


-------------------- Statistics epoch 108 ---------------------
			  Train		  Test

Top5			  92.368	  90.542
Top1			  70.171	  69.070
CE error		   0.998	   1.076

Epoch(min)		   5.979	   0.605
Batch Loading(msec)	 312.580	 444.524
Batch Computing(msec)	 359.510	 104.771
Batch Total(msec)	 675.569	 549.578

Total time(min)		 733.041
---------------------------------------------------------------


-------------------- Statistics epoch 109 ---------------------
			  Train		  Test

Top5			  92.333	  90.211
Top1			  70.379	  68.395
CE error		   0.993	   1.112

Epoch(min)		   6.114	   0.700
Batch Loading(msec)	 324.097	 529.289
Batch Computing(msec)	 362.311	 105.068
Batch Total(msec)	 690.796	 636.031

Total time(min)		 739.856
---------------------------------------------------------------


-------------------- Statistics epoch 110 ---------------------
			  Train		  Test

Top5			  92.489	  90.495
Top1			  70.555	  69.484
CE error		   0.990	   1.073

Epoch(min)		   6.430	   0.713
Batch Loading(msec)	 356.652	 542.344
Batch Computing(msec)	 364.708	 105.137
Batch Total(msec)	 726.518	 648.475

Total time(min)		 747.001
---------------------------------------------------------------


-------------------- Statistics epoch 111 ---------------------
			  Train		  Test

Top5			  92.288	  90.601
Top1			  70.649	  69.259
CE error		   0.988	   1.068

Epoch(min)		   6.445	   0.703
Batch Loading(msec)	 358.924	 532.980
Batch Computing(msec)	 364.341	 105.189
Batch Total(msec)	 728.279	 638.661

Total time(min)		 754.150
---------------------------------------------------------------


-------------------- Statistics epoch 112 ---------------------
			  Train		  Test

Top5			  92.555	  90.637
Top1			  70.689	  69.519
CE error		   0.982	   1.085

Epoch(min)		   6.454	   0.684
Batch Loading(msec)	 359.009	 514.292
Batch Computing(msec)	 365.155	 106.600
Batch Total(msec)	 729.298	 621.590

Total time(min)		 761.290
---------------------------------------------------------------


-------------------- Statistics epoch 113 ---------------------
			  Train		  Test

Top5			  92.521	  90.743
Top1			  70.535	  69.306
CE error		   0.987	   1.064

Epoch(min)		   6.377	   0.702
Batch Loading(msec)	 351.215	 531.945
Batch Computing(msec)	 364.197	 105.458
Batch Total(msec)	 720.589	 638.206

Total time(min)		 768.371
---------------------------------------------------------------


-------------------- Statistics epoch 114 ---------------------
			  Train		  Test

Top5			  92.520	  90.921
Top1			  70.720	  69.910
CE error		   0.979	   1.067

Epoch(min)		   6.428	   0.708
Batch Loading(msec)	 354.848	 537.561
Batch Computing(msec)	 366.288	 105.304
Batch Total(msec)	 726.302	 643.768

Total time(min)		 775.509
---------------------------------------------------------------


-------------------- Statistics epoch 115 ---------------------
			  Train		  Test

Top5			  92.666	  90.814
Top1			  70.857	  69.460
CE error		   0.976	   1.079

Epoch(min)		   6.426	   0.706
Batch Loading(msec)	 357.429	 535.903
Batch Computing(msec)	 363.563	 104.821
Batch Total(msec)	 726.070	 641.394

Total time(min)		 782.642
---------------------------------------------------------------


-------------------- Statistics epoch 116 ---------------------
			  Train		  Test

Top5			  92.544	  90.554
Top1			  70.830	  69.543
CE error		   0.980	   1.063

Epoch(min)		   6.427	   0.694
Batch Loading(msec)	 356.713	 524.700
Batch Computing(msec)	 364.204	 105.313
Batch Total(msec)	 726.202	 630.915

Total time(min)		 789.764
---------------------------------------------------------------


-------------------- Statistics epoch 117 ---------------------
			  Train		  Test

Top5			  92.486	  90.649
Top1			  70.857	  69.152
CE error		   0.981	   1.074

Epoch(min)		   6.407	   0.698
Batch Loading(msec)	 354.993	 529.190
Batch Computing(msec)	 363.706	 105.086
Batch Total(msec)	 723.977	 634.778

Total time(min)		 796.872
---------------------------------------------------------------


-------------------- Statistics epoch 118 ---------------------
			  Train		  Test

Top5			  92.591	  90.589
Top1			  70.848	  68.714
CE error		   0.975	   1.076

Epoch(min)		   6.420	   0.699
Batch Loading(msec)	 356.306	 530.151
Batch Computing(msec)	 363.979	 104.831
Batch Total(msec)	 725.373	 635.825

Total time(min)		 803.993
---------------------------------------------------------------


-------------------- Statistics epoch 119 ---------------------
			  Train		  Test

Top5			  92.483	  90.980
Top1			  70.955	  69.543
CE error		   0.974	   1.054

Epoch(min)		   6.411	   0.710
Batch Loading(msec)	 354.813	 540.178
Batch Computing(msec)	 364.592	 105.027
Batch Total(msec)	 724.408	 645.796

Total time(min)		 811.116
---------------------------------------------------------------


-------------------- Statistics epoch 120 ---------------------
			  Train		  Test

Top5			  92.546	  90.507
Top1			  70.852	  69.022
CE error		   0.974	   1.083

Epoch(min)		   6.414	   0.699
Batch Loading(msec)	 356.124	 529.734
Batch Computing(msec)	 363.248	 104.764
Batch Total(msec)	 724.776	 635.466

Total time(min)		 818.231
---------------------------------------------------------------


-------------------- Statistics epoch 121 ---------------------
			  Train		  Test

Top5			  92.666	  90.589
Top1			  70.851	  69.614
CE error		   0.973	   1.069

Epoch(min)		   6.462	   0.694
Batch Loading(msec)	 360.531	 523.940
Batch Computing(msec)	 364.625	 105.132
Batch Total(msec)	 730.186	 630.791

Total time(min)		 825.388
---------------------------------------------------------------


-------------------- Statistics epoch 122 ---------------------
			  Train		  Test

Top5			  92.624	  90.495
Top1			  71.175	  68.620
CE error		   0.969	   1.079

Epoch(min)		   6.446	   0.703
Batch Loading(msec)	 359.913	 533.327
Batch Computing(msec)	 363.264	 104.827
Batch Total(msec)	 728.410	 639.441

Total time(min)		 832.540
---------------------------------------------------------------


-------------------- Statistics epoch 123 ---------------------
			  Train		  Test

Top5			  92.649	  90.163
Top1			  70.892	  68.833
CE error		   0.972	   1.091

Epoch(min)		   6.405	   0.701
Batch Loading(msec)	 354.717	 530.827
Batch Computing(msec)	 363.973	 104.931
Batch Total(msec)	 723.763	 636.923

Total time(min)		 839.648
---------------------------------------------------------------


-------------------- Statistics epoch 124 ---------------------
			  Train		  Test

Top5			  92.735	  90.483
Top1			  71.004	  69.744
CE error		   0.963	   1.078

Epoch(min)		   6.408	   0.707
Batch Loading(msec)	 353.918	 537.539
Batch Computing(msec)	 365.001	 104.840
Batch Total(msec)	 724.124	 643.151

Total time(min)		 846.765
---------------------------------------------------------------


-------------------- Statistics epoch 125 ---------------------
			  Train		  Test

Top5			  92.722	  90.897
Top1			  71.104	  69.969
CE error		   0.970	   1.061

Epoch(min)		   6.445	   0.712
Batch Loading(msec)	 357.794	 541.091
Batch Computing(msec)	 365.250	 105.400
Batch Total(msec)	 728.262	 647.387

Total time(min)		 853.924
---------------------------------------------------------------


-------------------- Statistics epoch 126 ---------------------
			  Train		  Test

Top5			  92.811	  90.684
Top1			  71.150	  69.484
CE error		   0.962	   1.068

Epoch(min)		   6.465	   0.696
Batch Loading(msec)	 362.014	 526.117
Batch Computing(msec)	 363.347	 104.911
Batch Total(msec)	 730.540	 632.312

Total time(min)		 861.087
---------------------------------------------------------------


-------------------- Statistics epoch 127 ---------------------
			  Train		  Test

Top5			  92.861	  90.365
Top1			  71.216	  68.726
CE error		   0.963	   1.086

Epoch(min)		   6.425	   0.697
Batch Loading(msec)	 356.297	 527.944
Batch Computing(msec)	 364.734	 105.139
Batch Total(msec)	 726.025	 634.033

Total time(min)		 868.212
---------------------------------------------------------------

