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gpu num: 2
prefix /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model
image_size [112, 112]
num_classes 97768
Called with argument: Namespace(batch_size=680, ckpt=3, ctx_num=2, dataset='emore', frequent=20, image_channel=3, kvstore='device', loss='arcface', lr=0.0001, lr_steps='26000,46000,66000', models_root='/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model', mom=0.9, network='sger50', per_batch_size=340, pretrained='../model_low_finetune', pretrained_epoch=1, rescale_threshold=0, verbose=2000, wd=0.0005) {'loss_m1': 1.0, 'loss_m2': 0.5, 'loss_m3': 0.0, 'net_act': 'prelu', 'emb_size': 512, 'data_rand_mirror': True, 'num_layers': 50, 'loss_name': 'margin_softmax', 'val_targets': ['lfw'], 'ce_loss': True, 'net_input': 1, 'image_shape': [112, 112, 3], 'net_blocks': [1, 4, 6, 2], 'fc7_lr_mult': 1.0, 'ckpt_embedding': True, 'net_unit': 3, 'net_output': 'E', 'count_flops': True, 'num_workers': 1, 'batch_size': 680, 'memonger': False, 'data_images_filter': 0, 'dataset': 'emore', 'net_sge': 0, 'num_classes': 97768, 'fc7_no_bias': False, 'loss': 'arcface', 'data_color': 0, 'loss_s': 64.0, 'dataset_path': '/home/svt/mxnet_recognition/dataes/asian_yidong_merge', 'data_cutoff': False, 'net_se': 0, 'net_multiplier': 1.0, 'fc7_wd_mult': 1.0, 'network': 'sger50', 'per_batch_size': 340, 'net_name': 'fresnet_sge', 'workspace': 256, 'max_steps': 0, 'bn_mom': 0.9}
loading ../model_low_finetune 1
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%#################################
loading high resoluton model
加载两个模型网络完毕
INFO:root:loading recordio /home/svt/mxnet_recognition/dataes/asian_yidong_merge/train.rec...
header0 label [2919540. 3017308.]
id2range 97768
2919539
rand_mirror True
rand_resize True
INFO:root:loading recordio /home/svt/mxnet_recognition/dataes/faces_glintasia/train.rec...
header0 label [2830147. 2924126.]
id2range 93979
2830146
rand_mirror True
rand_resize False
loading bin 0
loading bin 1000
loading bin 2000
loading bin 3000
loading bin 4000
loading bin 5000
loading bin 6000
loading bin 7000
loading bin 8000
loading bin 9000
loading bin 10000
loading bin 11000
(12000, 3, 112, 112)
ver lfw
lr_steps [26000, 46000, 66000]
call reset()
call reset()
gan_transfer_train.py:663: UserWarning: Optimizer created manually outside Module but rescale_grad is not normalized to 1.0/batch_size/num_workers (0.5 vs. 0.00147058823529). Is this intended?
gan_transfer_train.py:673: UserWarning: Optimizer created manually outside Module but rescale_grad is not normalized to 1.0/batch_size/num_workers (0.5 vs. 0.000735294117647). Is this intended?
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 0, Training (['acc', 'lossvalue'], [0.4985808823529412, 1.423832177221775])
mbath 0, Training (['acc', 'lossvalue'], [0.5186893382352942, 1.4016491051018238])
mbath 0, Training (['acc', 'lossvalue'], [0.5350600490196078, 1.3825372335314752])
mbath 0, Training (['acc', 'lossvalue'], [0.5485349264705882, 1.3659608825296163])
mbath 0, Training (['acc', 'lossvalue'], [0.5591316176470589, 1.3512741764187812])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0000.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0000.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975403225806
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model_best-0001.params"
testing verification..
(12000, 512)
infer time 10.839662
[lfw][1000]XNorm: 16.741179
[lfw][1000]Accuracy-Flip: 0.99583+-0.00344
LFW acc is : 0.9958333333333332
batch_num 1000 epoch 0 lr 0.0001
mbath 0, Training (['acc', 'lossvalue'], [0.5591316176470589, 1.3512741764187812])
mbath 0, Training (['acc', 'lossvalue'], [0.5679773284313725, 1.3381371648112932])
mbath 0, Training (['acc', 'lossvalue'], [0.5756444327731093, 1.3261728623509408])
mbath 0, Training (['acc', 'lossvalue'], [0.5821084558823529, 1.3154015006870032])
mbath 0, Training (['acc', 'lossvalue'], [0.5879256535947712, 1.305547351737817])
mbath 0, Training (['acc', 'lossvalue'], [0.593139705882353, 1.2964635509848594])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0000.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0000.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975403225806
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model_best-0001.params"
testing verification..
(12000, 512)
infer time 10.639137
[lfw][2000]XNorm: 16.724856
[lfw][2000]Accuracy-Flip: 0.99633+-0.00287
LFW acc is : 0.9963333333333333
batch_num 2000 epoch 0 lr 0.0001
mbath 0, Training (['acc', 'lossvalue'], [0.593139705882353, 1.2964635509848594])
mbath 0, Training (['acc', 'lossvalue'], [0.5977997994652406, 1.288060169734738])
mbath 0, Training (['acc', 'lossvalue'], [0.6020137867647058, 1.2804580059150854])
mbath 0, Training (['acc', 'lossvalue'], [0.6060263009049773, 1.2732682837889744])
mbath 0, Training (['acc', 'lossvalue'], [0.6097626050420168, 1.2664908838910716])
mbath 0, Training (['acc', 'lossvalue'], [0.6130580882352941, 1.2603081425627072])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0000.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0000.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.976209677419
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model_best-0001.params"
testing verification..
(12000, 512)
infer time 10.642646
[lfw][3000]XNorm: 16.648361
[lfw][3000]Accuracy-Flip: 0.99617+-0.00334
LFW acc is : 0.9961666666666666
batch_num 3000 epoch 0 lr 0.0001
mbath 0, Training (['acc', 'lossvalue'], [0.6130580882352941, 1.2603081425627072])
mbath 0, Training (['acc', 'lossvalue'], [0.6162915900735294, 1.2544130520708858])
mbath 0, Training (['acc', 'lossvalue'], [0.6192151816608996, 1.2489874919547754])
mbath 0, Training (['acc', 'lossvalue'], [0.6219991830065359, 1.2438098992241753])
mbath 0, Training (['acc', 'lossvalue'], [0.6246360294117647, 1.238886851825212])
mbath 0, Training (['acc', 'lossvalue'], [0.6272161764705882, 1.234110338523984])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0000.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0000.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.99435483871
survers img top1 is : 0.975806451613
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 0
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 4000 epoch 0 lr 0.0001
mbath 0, Training (['acc', 'lossvalue'], [0.6272161764705882, 1.234110338523984])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 1, Training (['acc', 'lossvalue'], [0.680448717948718, 1.135632221515362])
mbath 1, Training (['acc', 'lossvalue'], [0.6803654934777258, 1.134891586573054])
mbath 1, Training (['acc', 'lossvalue'], [0.6813580329626155, 1.1338908489038297])
mbath 1, Training (['acc', 'lossvalue'], [0.6824346405228758, 1.1317513192390238])
mbath 1, Training (['acc', 'lossvalue'], [0.6834002313678749, 1.1296845477016664])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0001.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0001.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 5000 epoch 1 lr 0.0001
mbath 1, Training (['acc', 'lossvalue'], [0.6834002313678749, 1.1296845477016664])
mbath 1, Training (['acc', 'lossvalue'], [0.6845439619543678, 1.1275863572883422])
mbath 1, Training (['acc', 'lossvalue'], [0.6856033091202582, 1.1255262833241977])
mbath 1, Training (['acc', 'lossvalue'], [0.6863298655111801, 1.1237638079515342])
mbath 1, Training (['acc', 'lossvalue'], [0.6872012166672649, 1.122002811567168])
mbath 1, Training (['acc', 'lossvalue'], [0.6881333365320027, 1.1201907045624708])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0001.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0001.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 6000 epoch 1 lr 0.0001
mbath 1, Training (['acc', 'lossvalue'], [0.6881333365320027, 1.1201907045624708])
mbath 1, Training (['acc', 'lossvalue'], [0.6890867062862418, 1.1184311499193407])
mbath 1, Training (['acc', 'lossvalue'], [0.6899170454246907, 1.1168028145243196])
mbath 1, Training (['acc', 'lossvalue'], [0.6909087620287968, 1.1149715585951046])
mbath 1, Training (['acc', 'lossvalue'], [0.6918426654481421, 1.1131987173636784])
mbath 1, Training (['acc', 'lossvalue'], [0.6929003584526449, 1.1112043740527653])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0001.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0001.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 7000 epoch 1 lr 0.0001
mbath 1, Training (['acc', 'lossvalue'], [0.6929003584526449, 1.1112043740527653])
mbath 1, Training (['acc', 'lossvalue'], [0.6938662582505856, 1.1093780745817432])
mbath 1, Training (['acc', 'lossvalue'], [0.6947682654414035, 1.1075896562599554])
mbath 1, Training (['acc', 'lossvalue'], [0.6957349092588475, 1.1057739383469283])
mbath 1, Training (['acc', 'lossvalue'], [0.6965983301812069, 1.1039969277647244])
mbath 1, Training (['acc', 'lossvalue'], [0.6974154574567519, 1.102326793094947])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0001.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0001.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 1
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 8000 epoch 1 lr 0.0001
mbath 1, Training (['acc', 'lossvalue'], [0.6974154574567519, 1.102326793094947])
mbath 1, Training (['acc', 'lossvalue'], [0.6983777653175655, 1.1004731523412146])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 2, Training (['acc', 'lossvalue'], [0.7193721719457014, 1.0619137829694993])
mbath 2, Training (['acc', 'lossvalue'], [0.7183638383410919, 1.0609992915134636])
mbath 2, Training (['acc', 'lossvalue'], [0.719586820083682, 1.0584289551280033])
mbath 2, Training (['acc', 'lossvalue'], [0.7203919399618255, 1.0565931233948311])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0002.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0002.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975403225806
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 9000 epoch 2 lr 0.0001
mbath 2, Training (['acc', 'lossvalue'], [0.7203919399618255, 1.0565931233948311])
mbath 2, Training (['acc', 'lossvalue'], [0.7213670775827415, 1.054528133302995])
mbath 2, Training (['acc', 'lossvalue'], [0.7222279821019317, 1.0524135351125739])
mbath 2, Training (['acc', 'lossvalue'], [0.7230432431188438, 1.0507831794788394])
mbath 2, Training (['acc', 'lossvalue'], [0.7239607378810794, 1.0490499284012553])
mbath 2, Training (['acc', 'lossvalue'], [0.7247392729439809, 1.047297355902067])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0002.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0002.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.973387096774
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 10000 epoch 2 lr 0.0001
mbath 2, Training (['acc', 'lossvalue'], [0.7247392729439809, 1.047297355902067])
mbath 2, Training (['acc', 'lossvalue'], [0.7255802480736704, 1.0455955006063176])
mbath 2, Training (['acc', 'lossvalue'], [0.7263286955783276, 1.0439506037316721])
mbath 2, Training (['acc', 'lossvalue'], [0.7271419718018902, 1.0420953506723216])
mbath 2, Training (['acc', 'lossvalue'], [0.7279147676019561, 1.0403845684724629])
mbath 2, Training (['acc', 'lossvalue'], [0.7287492312085402, 1.0384402452029784])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0002.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0002.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975403225806
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 11000 epoch 2 lr 0.0001
mbath 2, Training (['acc', 'lossvalue'], [0.7287492312085402, 1.0384402452029784])
mbath 2, Training (['acc', 'lossvalue'], [0.7295303110820422, 1.0367235452288799])
mbath 2, Training (['acc', 'lossvalue'], [0.7302977965065168, 1.0350346027391153])
mbath 2, Training (['acc', 'lossvalue'], [0.7310447546926031, 1.0333516799490796])
mbath 2, Training (['acc', 'lossvalue'], [0.7318611947366641, 1.0314896429421367])
mbath 2, Training (['acc', 'lossvalue'], [0.7327345824137159, 1.0295592513565397])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0002.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0002.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 2
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 12000 epoch 2 lr 0.0001
mbath 2, Training (['acc', 'lossvalue'], [0.7327345824137159, 1.0295592513565397])
mbath 2, Training (['acc', 'lossvalue'], [0.7335463246670509, 1.027696230481924])
mbath 2, Training (['acc', 'lossvalue'], [0.7344037590514382, 1.0257746085283392])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 3, Training (['acc', 'lossvalue'], [0.7522561588738059, 0.9844533352770357])
mbath 3, Training (['acc', 'lossvalue'], [0.7531290591946558, 0.98363961725957])
mbath 3, Training (['acc', 'lossvalue'], [0.7542382523609057, 0.981004384430972])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0003.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0003.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.976209677419
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model_best-0001.params"
testing verification..
(12000, 512)
infer time 10.679028
[lfw][13000]XNorm: 16.753791
[lfw][13000]Accuracy-Flip: 0.99667+-0.00316
LFW acc is : 0.9966666666666667
batch_num 13000 epoch 3 lr 0.0001
mbath 3, Training (['acc', 'lossvalue'], [0.7542382523609057, 0.981004384430972])
mbath 3, Training (['acc', 'lossvalue'], [0.7552403806710969, 0.979055564523242])
mbath 3, Training (['acc', 'lossvalue'], [0.7561413496696389, 0.9768839266918997])
mbath 3, Training (['acc', 'lossvalue'], [0.7571791563536785, 0.9745611472383822])
mbath 3, Training (['acc', 'lossvalue'], [0.7584137299566751, 0.9719966889649697])
mbath 3, Training (['acc', 'lossvalue'], [0.7593886928535422, 0.969981491133502])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0003.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0003.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.975403225806
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 14000 epoch 3 lr 0.0001
mbath 3, Training (['acc', 'lossvalue'], [0.7593886928535422, 0.969981491133502])
mbath 3, Training (['acc', 'lossvalue'], [0.7604093151529686, 0.9677666631387845])
mbath 3, Training (['acc', 'lossvalue'], [0.7615652520789223, 0.9652860344979809])
mbath 3, Training (['acc', 'lossvalue'], [0.7624805496123815, 0.9631903608508644])
mbath 3, Training (['acc', 'lossvalue'], [0.7635066262154409, 0.9608571388801728])
mbath 3, Training (['acc', 'lossvalue'], [0.7645668279230643, 0.9584747212696606])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0003.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0003.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 15000 epoch 3 lr 0.0001
mbath 3, Training (['acc', 'lossvalue'], [0.7645668279230643, 0.9584747212696606])
mbath 3, Training (['acc', 'lossvalue'], [0.765575136937366, 0.9561673080302531])
mbath 3, Training (['acc', 'lossvalue'], [0.7666211256528666, 0.9538895018018188])
mbath 3, Training (['acc', 'lossvalue'], [0.76771853592255, 0.9515865983720541])
mbath 3, Training (['acc', 'lossvalue'], [0.7687948890741102, 0.9492952463890653])
mbath 3, Training (['acc', 'lossvalue'], [0.7699817274080516, 0.9466806824721834])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0003.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0003.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 3
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 16000 epoch 3 lr 0.0001
mbath 3, Training (['acc', 'lossvalue'], [0.7699817274080516, 0.9466806824721834])
mbath 3, Training (['acc', 'lossvalue'], [0.7710897070692684, 0.9441791823515175])
mbath 3, Training (['acc', 'lossvalue'], [0.7721875985523134, 0.9417679233456072])
mbath 3, Training (['acc', 'lossvalue'], [0.7732925888353884, 0.9393742907776947])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 4, Training (['acc', 'lossvalue'], [0.798199472096531, 0.885644792746275])
mbath 4, Training (['acc', 'lossvalue'], [0.7992151354923992, 0.8829946223269688])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0004.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0004.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.99435483871
survers img top1 is : 0.975
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 17000 epoch 4 lr 0.0001
mbath 4, Training (['acc', 'lossvalue'], [0.7992151354923992, 0.8829946223269688])
mbath 4, Training (['acc', 'lossvalue'], [0.8003914515446466, 0.8801543402800457])
mbath 4, Training (['acc', 'lossvalue'], [0.801775988173047, 0.876966729720749])
mbath 4, Training (['acc', 'lossvalue'], [0.8031949913856756, 0.8738228924977729])
mbath 4, Training (['acc', 'lossvalue'], [0.8044632861795237, 0.8708259676257631])
mbath 4, Training (['acc', 'lossvalue'], [0.8057348603158078, 0.8679366632416888])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0004.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0004.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 18000 epoch 4 lr 0.0001
mbath 4, Training (['acc', 'lossvalue'], [0.8057348603158078, 0.8679366632416888])
mbath 4, Training (['acc', 'lossvalue'], [0.8071573037955542, 0.864827188225056])
mbath 4, Training (['acc', 'lossvalue'], [0.808718846308455, 0.8615820641567875])
mbath 4, Training (['acc', 'lossvalue'], [0.8100817244075544, 0.858647281056411])
mbath 4, Training (['acc', 'lossvalue'], [0.8114199088726399, 0.8557505916133661])
mbath 4, Training (['acc', 'lossvalue'], [0.8127908718665735, 0.8527123076502859])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0004.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0004.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 19000 epoch 4 lr 0.0001
mbath 4, Training (['acc', 'lossvalue'], [0.8127908718665735, 0.8527123076502859])
mbath 4, Training (['acc', 'lossvalue'], [0.8143244269538802, 0.8495094000197165])
mbath 4, Training (['acc', 'lossvalue'], [0.8158120251003159, 0.8462644383765443])
mbath 4, Training (['acc', 'lossvalue'], [0.8172950827827749, 0.8430929743912933])
mbath 4, Training (['acc', 'lossvalue'], [0.8186950160292253, 0.8400294439647588])
mbath 4, Training (['acc', 'lossvalue'], [0.8201912290541962, 0.8367073874347827])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0004.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0004.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.994758064516
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 4
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 20000 epoch 4 lr 0.0001
mbath 4, Training (['acc', 'lossvalue'], [0.8201912290541962, 0.8367073874347827])
mbath 4, Training (['acc', 'lossvalue'], [0.8217052372129955, 0.8332690884546703])
mbath 4, Training (['acc', 'lossvalue'], [0.8231466907849402, 0.830027829216946])
mbath 4, Training (['acc', 'lossvalue'], [0.8245507568548147, 0.8268065013902975])
mbath 4, Training (['acc', 'lossvalue'], [0.8260381871709223, 0.8233952745723541])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 5, Training (['acc', 'lossvalue'], [0.8580882352941176, 0.7496382749997652])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0005.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0005.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993951612903
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 21000 epoch 5 lr 0.0001
mbath 5, Training (['acc', 'lossvalue'], [0.8580882352941176, 0.7496382749997652])
mbath 5, Training (['acc', 'lossvalue'], [0.8597133283693225, 0.7462669516666026])
mbath 5, Training (['acc', 'lossvalue'], [0.8613952051408799, 0.7422268620559147])
mbath 5, Training (['acc', 'lossvalue'], [0.8628116907140214, 0.7382883188859471])
mbath 5, Training (['acc', 'lossvalue'], [0.8641553355010346, 0.7349144305715609])
mbath 5, Training (['acc', 'lossvalue'], [0.8658220526704405, 0.7309796375958989])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0005.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0005.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.99435483871
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 22000 epoch 5 lr 0.0001
mbath 5, Training (['acc', 'lossvalue'], [0.8658220526704405, 0.7309796375958989])
mbath 5, Training (['acc', 'lossvalue'], [0.8672939068100358, 0.7271746854201012])
mbath 5, Training (['acc', 'lossvalue'], [0.8687751244698506, 0.7231603621128585])
mbath 5, Training (['acc', 'lossvalue'], [0.8700720956906439, 0.7196092208447895])
mbath 5, Training (['acc', 'lossvalue'], [0.8715398791095386, 0.7157764792890478])
mbath 5, Training (['acc', 'lossvalue'], [0.8730081736567065, 0.71185659658936])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0005.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0005.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993951612903
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 23000 epoch 5 lr 0.0001
mbath 5, Training (['acc', 'lossvalue'], [0.8730081736567065, 0.71185659658936])
mbath 5, Training (['acc', 'lossvalue'], [0.8744765442711532, 0.7079474668910957])
mbath 5, Training (['acc', 'lossvalue'], [0.8758934036042163, 0.7040824215765863])
mbath 5, Training (['acc', 'lossvalue'], [0.877275071030201, 0.7001353811812528])
mbath 5, Training (['acc', 'lossvalue'], [0.8786182853775901, 0.6961976003965272])
mbath 5, Training (['acc', 'lossvalue'], [0.8799309582988125, 0.6923149094615184])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0005.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0005.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993951612903
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 5
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 24000 epoch 5 lr 0.0001
mbath 5, Training (['acc', 'lossvalue'], [0.8799309582988125, 0.6923149094615184])
mbath 5, Training (['acc', 'lossvalue'], [0.8812087412284502, 0.6885743317530327])
mbath 5, Training (['acc', 'lossvalue'], [0.8825321115928987, 0.6846053553970534])
mbath 5, Training (['acc', 'lossvalue'], [0.8838161667829187, 0.6806522571129604])
mbath 5, Training (['acc', 'lossvalue'], [0.8851036221747773, 0.6767604951491493])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 6, Training (['acc', 'lossvalue'], [0.9122188581314878, 0.5926473088124219])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0006.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0006.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993951612903
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 25000 epoch 6 lr 0.0001
mbath 6, Training (['acc', 'lossvalue'], [0.9122188581314878, 0.5926473088124219])
mbath 6, Training (['acc', 'lossvalue'], [0.9145016339869281, 0.5862677195388027])
mbath 6, Training (['acc', 'lossvalue'], [0.9152005963675793, 0.5825007475466223])
mbath 6, Training (['acc', 'lossvalue'], [0.9163052050473186, 0.5780407754404687])
mbath 6, Training (['acc', 'lossvalue'], [0.9175721187755678, 0.57376468465697])
opt.lr ,opt_d.lr lr change to 1e-05 1e-07
mbath 6, Training (['acc', 'lossvalue'], [0.9185302651041074, 0.5699267588282])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0006.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0006.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 26000 epoch 6 lr 1e-05
mbath 6, Training (['acc', 'lossvalue'], [0.9185302651041074, 0.5699267588282])
mbath 6, Training (['acc', 'lossvalue'], [0.9194298789207741, 0.5664721687280572])
mbath 6, Training (['acc', 'lossvalue'], [0.9199908729182049, 0.5640779424515895])
mbath 6, Training (['acc', 'lossvalue'], [0.9203573871409029, 0.5621916539921463])
mbath 6, Training (['acc', 'lossvalue'], [0.9208476329463083, 0.5603212152192351])
mbath 6, Training (['acc', 'lossvalue'], [0.9212367690439007, 0.5588813010921873])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0006.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0006.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.99314516129
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 27000 epoch 6 lr 1e-05
mbath 6, Training (['acc', 'lossvalue'], [0.9212367690439007, 0.5588813010921873])
mbath 6, Training (['acc', 'lossvalue'], [0.9215483306124599, 0.5577250244888005])
mbath 6, Training (['acc', 'lossvalue'], [0.9217872420126637, 0.5566453081215124])
mbath 6, Training (['acc', 'lossvalue'], [0.9219429742284158, 0.5557652656144506])
mbath 6, Training (['acc', 'lossvalue'], [0.9221117522520652, 0.5549370679917601])
mbath 6, Training (['acc', 'lossvalue'], [0.9223680639032146, 0.5539351547076738])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0006.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0006.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 28000 epoch 6 lr 1e-05
mbath 6, Training (['acc', 'lossvalue'], [0.9223680639032146, 0.5539351547076738])
mbath 6, Training (['acc', 'lossvalue'], [0.9225576594274073, 0.5531722295870365])
mbath 6, Training (['acc', 'lossvalue'], [0.9226996899516942, 0.5524843924298631])
mbath 6, Training (['acc', 'lossvalue'], [0.9228673637864612, 0.5517511164741852])
mbath 6, Training (['acc', 'lossvalue'], [0.9229755438951793, 0.5511406805127252])
mbath 6, Training (['acc', 'lossvalue'], [0.9231657747382542, 0.5504749995731575])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0006.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0006.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993951612903
survers img top1 is : 0.973790322581
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 6
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 29000 epoch 6 lr 1e-05
mbath 6, Training (['acc', 'lossvalue'], [0.9231657747382542, 0.5504749995731575])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 7, Training (['acc', 'lossvalue'], [0.9262691377921032, 0.5375261018945746])
mbath 7, Training (['acc', 'lossvalue'], [0.9265702434820082, 0.5363799585745885])
mbath 7, Training (['acc', 'lossvalue'], [0.9264799154334038, 0.5360684938587044])
mbath 7, Training (['acc', 'lossvalue'], [0.9265776592955162, 0.5359802466843493])
mbath 7, Training (['acc', 'lossvalue'], [0.9266634660737147, 0.5356339928176668])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0007.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0007.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 30000 epoch 7 lr 1e-05
mbath 7, Training (['acc', 'lossvalue'], [0.9266634660737147, 0.5356339928176668])
mbath 7, Training (['acc', 'lossvalue'], [0.9269016227180528, 0.5352207803187365])
mbath 7, Training (['acc', 'lossvalue'], [0.9270239360473176, 0.5347373004350153])
mbath 7, Training (['acc', 'lossvalue'], [0.9270581246755322, 0.5342777824409949])
mbath 7, Training (['acc', 'lossvalue'], [0.9270889736647797, 0.5341161932157173])
mbath 7, Training (['acc', 'lossvalue'], [0.9271819352407273, 0.5337481762054319])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0007.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0007.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 31000 epoch 7 lr 1e-05
mbath 7, Training (['acc', 'lossvalue'], [0.9271819352407273, 0.5337481762054319])
mbath 7, Training (['acc', 'lossvalue'], [0.9273396044380126, 0.5333365410048779])
mbath 7, Training (['acc', 'lossvalue'], [0.9274834372816438, 0.5328605828296231])
mbath 7, Training (['acc', 'lossvalue'], [0.9275825979401061, 0.5324611280774761])
mbath 7, Training (['acc', 'lossvalue'], [0.9276776479390858, 0.5320890022158132])
mbath 7, Training (['acc', 'lossvalue'], [0.9277917118814111, 0.5316076057840216])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0007.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0007.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 32000 epoch 7 lr 1e-05
mbath 7, Training (['acc', 'lossvalue'], [0.9277917118814111, 0.5316076057840216])
mbath 7, Training (['acc', 'lossvalue'], [0.92785790853927, 0.5313314250023327])
mbath 7, Training (['acc', 'lossvalue'], [0.9279768965331321, 0.5308280930564996])
mbath 7, Training (['acc', 'lossvalue'], [0.9280826036144374, 0.5304611067443425])
mbath 7, Training (['acc', 'lossvalue'], [0.928178400409987, 0.529937202031269])
mbath 7, Training (['acc', 'lossvalue'], [0.9282529123190717, 0.5295069140617527])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0007.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0007.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 7
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 33000 epoch 7 lr 1e-05
mbath 7, Training (['acc', 'lossvalue'], [0.9282529123190717, 0.5295069140617527])
mbath 7, Training (['acc', 'lossvalue'], [0.9283172181222108, 0.5291465029446054])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 8, Training (['acc', 'lossvalue'], [0.9300091911764706, 0.5213967992791108])
mbath 8, Training (['acc', 'lossvalue'], [0.9306773190045249, 0.5195041351402417])
mbath 8, Training (['acc', 'lossvalue'], [0.9307732077205882, 0.5188249644415919])
mbath 8, Training (['acc', 'lossvalue'], [0.9307542961004627, 0.5188871562229783])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0008.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0008.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 34000 epoch 8 lr 1e-05
mbath 8, Training (['acc', 'lossvalue'], [0.9307542961004627, 0.5188871562229783])
mbath 8, Training (['acc', 'lossvalue'], [0.9308186597007224, 0.5186712542025927])
mbath 8, Training (['acc', 'lossvalue'], [0.9309782321201862, 0.5183381186195201])
mbath 8, Training (['acc', 'lossvalue'], [0.9309821108321378, 0.5180173262317733])
mbath 8, Training (['acc', 'lossvalue'], [0.9310068471833177, 0.5176346852744698])
mbath 8, Training (['acc', 'lossvalue'], [0.9311194337548103, 0.5172591744704502])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0008.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0008.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.99314516129
survers img top1 is : 0.974596774194
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 35000 epoch 8 lr 1e-05
mbath 8, Training (['acc', 'lossvalue'], [0.9311194337548103, 0.5172591744704502])
mbath 8, Training (['acc', 'lossvalue'], [0.9311450129214865, 0.5168908969674525])
mbath 8, Training (['acc', 'lossvalue'], [0.9311793254233511, 0.5166418440075535])
mbath 8, Training (['acc', 'lossvalue'], [0.9312350524119682, 0.5161793322905022])
mbath 8, Training (['acc', 'lossvalue'], [0.9313120550768078, 0.515869137320881])
mbath 8, Training (['acc', 'lossvalue'], [0.9313185949158425, 0.5156371962542818])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0008.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0008.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.973790322581
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 36000 epoch 8 lr 1e-05
mbath 8, Training (['acc', 'lossvalue'], [0.9313185949158425, 0.5156371962542818])
mbath 8, Training (['acc', 'lossvalue'], [0.9314353385585004, 0.5152049968019128])
mbath 8, Training (['acc', 'lossvalue'], [0.9315096684560714, 0.5148703267170561])
mbath 8, Training (['acc', 'lossvalue'], [0.9315892298948565, 0.5144745940252563])
mbath 8, Training (['acc', 'lossvalue'], [0.9316980436821654, 0.5140378232833194])
mbath 8, Training (['acc', 'lossvalue'], [0.9317640323909736, 0.513698429688169])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0008.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0008.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.99435483871
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 8
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 37000 epoch 8 lr 1e-05
mbath 8, Training (['acc', 'lossvalue'], [0.9317640323909736, 0.513698429688169])
mbath 8, Training (['acc', 'lossvalue'], [0.9318683838566101, 0.5132608180122873])
mbath 8, Training (['acc', 'lossvalue'], [0.9319826118677043, 0.5128274213935788])
一个batch 结束
call reset()
call reset()
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
mbath 9, Training (['acc', 'lossvalue'], [0.9337650954421504, 0.5033306428138783])
mbath 9, Training (['acc', 'lossvalue'], [0.9339282721635663, 0.5028151510617672])
mbath 9, Training (['acc', 'lossvalue'], [0.9338769082950784, 0.5029329461757155])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0009.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0009.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 9
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 9
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.974193548387
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 9
*************************
test number (780, 512)
gallery number (5000, 512)
30resize top10 is : 1.0
30resize top1 is : 0.998717948718
batch_num 38000 epoch 9 lr 1e-05
mbath 9, Training (['acc', 'lossvalue'], [0.9338769082950784, 0.5029329461757155])
mbath 9, Training (['acc', 'lossvalue'], [0.9338117803712697, 0.5029318146556417])
mbath 9, Training (['acc', 'lossvalue'], [0.9337686336364198, 0.5028517593470031])
mbath 9, Training (['acc', 'lossvalue'], [0.933943629580416, 0.5024730015018523])
mbath 9, Training (['acc', 'lossvalue'], [0.9341217834283972, 0.5018266256454695])
mbath 9, Training (['acc', 'lossvalue'], [0.9341895171995297, 0.5014827041319306])
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model-0009.params"
INFO:root:Saved checkpoint to "/home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/modeldiscriminator-0009.params"
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 9
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 9
*************************
test number (2480, 512)
gallery number (7480, 512)
7480
survers img top10 is : 0.993548387097
survers img top1 is : 0.973790322581
loading /home/svt/mxnet_recognition/modify_model_output/gan_transfer_IR-sger50-arcface/model/sger50-arcface-emore/model 9
*************************
test number (780, 512)