DL之pix2pix:基于TF利用pix2pix模型对food_resized数据集实现Auto Color自动上色技术—训练&测试过程全记录(二)

简介: DL之pix2pix:基于TF利用pix2pix模型对food_resized数据集实现Auto Color自动上色技术—训练&测试过程全记录

训练过程

开始训练

aspect_ratio = 1.0

batch_size = 1

beta1 = 0.5

checkpoint = None

display_freq = 0

flip = True

gan_weight = 1.0

input_dir = datasets/colorlization/food_resized/train

l1_weight = 100.0

lab_colorization = True

lr = 0.0002

max_epochs = 70

max_steps = None

mode = train

ndf = 64

ngf = 64

output_dir = colorlization_food

output_filetype = png

progress_freq = 50

save_freq = 5000

scale_size = 286

seed = 1739403374

summary_freq = 100

trace_freq = 0

which_direction = AtoB

examples count = 7472

2018-10-08 10:14:52.243605:

parameter_count = 57176448

parameter_count = 57176448

progress  epoch 1  step 50  image/sec 0.3  remaining 775m

discrim_loss 0.62115204

gen_loss_GAN 0.32054898

gen_loss_L1 0.053016115

recording summary

progress  epoch 1  step 100  image/sec 0.3  remaining 772m

discrim_loss 0.94412124

gen_loss_GAN 0.49388388

gen_loss_L1 0.0746072

progress  epoch 1  step 150  image/sec 0.3  remaining 764m

discrim_loss 1.0989376

gen_loss_GAN 0.61638796

gen_loss_L1 0.091716774

recording summary

progress  epoch 1  step 200  image/sec 0.3  remaining 809m

discrim_loss 1.1131265

gen_loss_GAN 0.8062535

gen_loss_L1 0.10253964

progress  epoch 1  step 250  image/sec 0.3  remaining 800m

discrim_loss 1.0876915

gen_loss_GAN 1.0041593

gen_loss_L1 0.105531484

recording summary

progress  epoch 1  step 300  image/sec 0.3  remaining 784m

discrim_loss 1.1135826

gen_loss_GAN 1.1223749

gen_loss_L1 0.10621897

progress  epoch 1  step 350  image/sec 0.3  remaining 773m

discrim_loss 1.0985996

gen_loss_GAN 1.2152339

gen_loss_L1 0.115552105

recording summary

progress  epoch 1  step 400  image/sec 0.3  remaining 757m

discrim_loss 1.0865264

gen_loss_GAN 1.256914

gen_loss_L1 0.11868134

progress  epoch 1  step 450  image/sec 0.3  remaining 743m

discrim_loss 1.0460857

gen_loss_GAN 1.2697574

gen_loss_L1 0.118321225

recording summary

progress  epoch 1  step 500  image/sec 0.3  remaining 731m

discrim_loss 1.0442727

gen_loss_GAN 1.329202

gen_loss_L1 0.11831482

progress  epoch 1  step 550  image/sec 0.3  remaining 719m

discrim_loss 1.0788169

gen_loss_GAN 1.289733

gen_loss_L1 0.116190314

recording summary

progress  epoch 1  step 600  image/sec 0.3  remaining 712m

discrim_loss 1.0257062

gen_loss_GAN 1.3354563

gen_loss_L1 0.117284976

progress  epoch 1  step 650  image/sec 0.3  remaining 705m

discrim_loss 1.0450379

gen_loss_GAN 1.3233901

gen_loss_L1 0.12282534

recording summary

progress  epoch 1  step 700  image/sec 0.3  remaining 702m

discrim_loss 1.1048021

gen_loss_GAN 1.2816317

gen_loss_L1 0.12615271

progress  epoch 1  step 750  image/sec 0.3  remaining 701m

discrim_loss 1.1048292

gen_loss_GAN 1.2455337

gen_loss_L1 0.12358355

recording summary

progress  epoch 1  step 800  image/sec 0.3  remaining 697m

discrim_loss 1.08388

gen_loss_GAN 1.2809262

gen_loss_L1 0.12027298

progress  epoch 1  step 850  image/sec 0.3  remaining 697m

discrim_loss 1.0998135

gen_loss_GAN 1.2463636

gen_loss_L1 0.11875751

recording summary

progress  epoch 1  step 900  image/sec 0.3  remaining 698m

discrim_loss 1.0821528

gen_loss_GAN 1.2356712

gen_loss_L1 0.116755895

progress  epoch 1  step 950  image/sec 0.3  remaining 695m

discrim_loss 1.0927113

gen_loss_GAN 1.2259306

gen_loss_L1 0.11555332

recording summary

progress  epoch 1  step 1000  image/sec 0.3  remaining 690m

discrim_loss 1.0598176

gen_loss_GAN 1.232778

gen_loss_L1 0.11947774

progress  epoch 1  step 1050  image/sec 0.3  remaining 686m

discrim_loss 1.0703127

gen_loss_GAN 1.2645109

gen_loss_L1 0.1193775

recording summary

progress  epoch 1  step 1100  image/sec 0.3  remaining 683m

discrim_loss 1.0416253

gen_loss_GAN 1.298146

gen_loss_L1 0.12060161

progress  epoch 1  step 1150  image/sec 0.3  remaining 680m

discrim_loss 1.0654762

gen_loss_GAN 1.2623503

gen_loss_L1 0.11927286

recording summary

progress  epoch 1  step 1200  image/sec 0.3  remaining 677m

discrim_loss 1.027089

gen_loss_GAN 1.3017185

gen_loss_L1 0.11801368

progress  epoch 1  step 1250  image/sec 0.3  remaining 674m

discrim_loss 0.9931668

gen_loss_GAN 1.3387213

gen_loss_L1 0.1153132

recording summary

progress  epoch 1  step 1300  image/sec 0.3  remaining 670m

discrim_loss 1.0244601

gen_loss_GAN 1.3321183

gen_loss_L1 0.116006255

progress  epoch 1  step 1350  image/sec 0.3  remaining 665m

discrim_loss 1.0471783

gen_loss_GAN 1.2837918

gen_loss_L1 0.11803301

recording summary

progress  epoch 1  step 1400  image/sec 0.3  remaining 660m

discrim_loss 1.0412923

gen_loss_GAN 1.2881491

gen_loss_L1 0.11771501

progress  epoch 1  step 1450  image/sec 0.3  remaining 656m

discrim_loss 1.0294466

gen_loss_GAN 1.2744259

gen_loss_L1 0.116808206

recording summary

progress  epoch 1  step 1500  image/sec 0.3  remaining 652m

discrim_loss 1.0183508

gen_loss_GAN 1.292259

gen_loss_L1 0.113540195

progress  epoch 1  step 1550  image/sec 0.3  remaining 647m

discrim_loss 1.0143778

gen_loss_GAN 1.3468136

gen_loss_L1 0.118333735

recording summary

progress  epoch 1  step 1600  image/sec 0.3  remaining 643m

discrim_loss 1.0525765

gen_loss_GAN 1.2853703

gen_loss_L1 0.118325554

progress  epoch 1  step 1650  image/sec 0.3  remaining 642m

discrim_loss 1.0654823

gen_loss_GAN 1.2534837

gen_loss_L1 0.118441276

recording summary

progress  epoch 1  step 1700  image/sec 0.3  remaining 642m

discrim_loss 1.0587102

gen_loss_GAN 1.2637444

gen_loss_L1 0.12116552

progress  epoch 1  step 1750  image/sec 0.3  remaining 642m

discrim_loss 1.0577658

gen_loss_GAN 1.2738949

gen_loss_L1 0.11934987

recording summary

progress  epoch 1  step 1800  image/sec 0.3  remaining 640m

discrim_loss 1.0074446

gen_loss_GAN 1.2996346

gen_loss_L1 0.119168214

progress  epoch 1  step 1850  image/sec 0.3  remaining 636m

discrim_loss 1.0062499

gen_loss_GAN 1.3684733

gen_loss_L1 0.12022702

recording summary

progress  epoch 1  step 1900  image/sec 0.3  remaining 632m

discrim_loss 0.98377424

gen_loss_GAN 1.3426747

gen_loss_L1 0.12114843

progress  epoch 1  step 1950  image/sec 0.3  remaining 630m

discrim_loss 0.93751216

gen_loss_GAN 1.3736124

gen_loss_L1 0.120065995

recording summary

progress  epoch 1  step 2000  image/sec 0.3  remaining 628m

discrim_loss 0.93121696

gen_loss_GAN 1.4024677

gen_loss_L1 0.12498106

progress  epoch 1  step 2050  image/sec 0.3  remaining 625m

discrim_loss 1.0054142

gen_loss_GAN 1.3359661

gen_loss_L1 0.1239606

recording summary

progress  epoch 1  step 2100  image/sec 0.3  remaining 623m

discrim_loss 0.99715894

gen_loss_GAN 1.3441807

gen_loss_L1 0.12131016

progress  epoch 1  step 2150  image/sec 0.3  remaining 620m

discrim_loss 0.9382047

gen_loss_GAN 1.3868238

gen_loss_L1 0.12186281

recording summary

progress  epoch 1  step 2200  image/sec 0.3  remaining 617m

discrim_loss 0.9144325

gen_loss_GAN 1.4223064

gen_loss_L1 0.124709874

progress  epoch 1  step 2250  image/sec 0.3  remaining 613m

discrim_loss 0.9573278

gen_loss_GAN 1.411994

gen_loss_L1 0.12033531

recording summary

progress  epoch 1  step 2300  image/sec 0.3  remaining 611m

discrim_loss 1.0046244

gen_loss_GAN 1.4061427

gen_loss_L1 0.12015082

progress  epoch 1  step 2350  image/sec 0.3  remaining 607m

discrim_loss 1.0797633

gen_loss_GAN 1.3310685

gen_loss_L1 0.115331575

recording summary

progress  epoch 1  step 2400  image/sec 0.3  remaining 603m

discrim_loss 0.9861677

gen_loss_GAN 1.384508

gen_loss_L1 0.11375874

progress  epoch 1  step 2450  image/sec 0.3  remaining 599m

discrim_loss 0.9442755

gen_loss_GAN 1.3910129

gen_loss_L1 0.11451029

recording summary

progress  epoch 1  step 2500  image/sec 0.3  remaining 595m

discrim_loss 0.95131034

gen_loss_GAN 1.4207437

gen_loss_L1 0.1160729

progress  epoch 1  step 2550  image/sec 0.3  remaining 591m

discrim_loss 0.981647

gen_loss_GAN 1.4056526

gen_loss_L1 0.11811327

recording summary

progress  epoch 1  step 2600  image/sec 0.4  remaining 587m

discrim_loss 0.9833851

gen_loss_GAN 1.3913951

gen_loss_L1 0.117830254

progress  epoch 1  step 2650  image/sec 0.4  remaining 583m

discrim_loss 0.9731037

gen_loss_GAN 1.4330161

gen_loss_L1 0.11611517

recording summary

progress  epoch 1  step 2700  image/sec 0.4  remaining 579m

discrim_loss 1.0259104

gen_loss_GAN 1.3806489

gen_loss_L1 0.10973432

progress  epoch 1  step 2750  image/sec 0.4  remaining 575m

discrim_loss 0.97066694

gen_loss_GAN 1.4679701

gen_loss_L1 0.11385688

recording summary

progress  epoch 1  step 2800  image/sec 0.4  remaining 572m

discrim_loss 0.9463172

gen_loss_GAN 1.469374

gen_loss_L1 0.117950305

progress  epoch 1  step 2850  image/sec 0.4  remaining 568m

discrim_loss 0.99155146

gen_loss_GAN 1.405672

gen_loss_L1 0.11746198

recording summary

progress  epoch 1  step 2900  image/sec 0.4  remaining 564m

discrim_loss 0.9754807

gen_loss_GAN 1.4393647

gen_loss_L1 0.11773626

progress  epoch 1  step 2950  image/sec 0.4  remaining 561m

discrim_loss 0.88027656

gen_loss_GAN 1.5010512

gen_loss_L1 0.11858655

recording summary

progress  epoch 1  step 3000  image/sec 0.4  remaining 557m

discrim_loss 0.9175184

gen_loss_GAN 1.4984882

gen_loss_L1 0.12058505

progress  epoch 1  step 3050  image/sec 0.4  remaining 553m

discrim_loss 0.93689007

gen_loss_GAN 1.4868838

gen_loss_L1 0.119633384

recording summary

progress  epoch 1  step 3100  image/sec 0.4  remaining 550m

discrim_loss 0.9272855

gen_loss_GAN 1.467815

gen_loss_L1 0.119596526

progress  epoch 1  step 3150  image/sec 0.4  remaining 546m

discrim_loss 0.98669904

gen_loss_GAN 1.4624339

gen_loss_L1 0.11914031

recording summary

progress  epoch 1  step 3200  image/sec 0.4  remaining 543m

discrim_loss 0.9649654

gen_loss_GAN 1.5031444

gen_loss_L1 0.117068194

progress  epoch 1  step 3250  image/sec 0.4  remaining 540m

discrim_loss 0.8890174

gen_loss_GAN 1.5152043

gen_loss_L1 0.11642369

recording summary

progress  epoch 1  step 3300  image/sec 0.4  remaining 537m

discrim_loss 0.9104426

gen_loss_GAN 1.4900955

gen_loss_L1 0.120770186

progress  epoch 1  step 3350  image/sec 0.4  remaining 533m

discrim_loss 0.92895716

gen_loss_GAN 1.4949726

gen_loss_L1 0.12575981

recording summary

progress  epoch 1  step 3400  image/sec 0.4  remaining 530m

discrim_loss 0.9633422

gen_loss_GAN 1.5144229

gen_loss_L1 0.120731555

progress  epoch 1  step 3450  image/sec 0.4  remaining 527m

discrim_loss 0.9534565

gen_loss_GAN 1.4639826

gen_loss_L1 0.1204406

recording summary

progress  epoch 1  step 3500  image/sec 0.4  remaining 524m

discrim_loss 0.957696

gen_loss_GAN 1.4333737

gen_loss_L1 0.115320764

progress  epoch 1  step 3550  image/sec 0.4  remaining 521m

discrim_loss 0.9388458

gen_loss_GAN 1.4586198

gen_loss_L1 0.11818194

recording summary

progress  epoch 1  step 3600  image/sec 0.4  remaining 518m

discrim_loss 0.9352551

gen_loss_GAN 1.5192943

gen_loss_L1 0.117742136

progress  epoch 1  step 3650  image/sec 0.4  remaining 514m

discrim_loss 0.92738765

gen_loss_GAN 1.5041525

gen_loss_L1 0.115241125

recording summary

progress  epoch 1  step 3700  image/sec 0.4  remaining 511m

discrim_loss 0.9281003

gen_loss_GAN 1.5180644

gen_loss_L1 0.11463005

progress  epoch 1  step 3750  image/sec 0.4  remaining 508m

discrim_loss 0.9268279

gen_loss_GAN 1.5279084

gen_loss_L1 0.11137476

recording summary

progress  epoch 1  step 3800  image/sec 0.4  remaining 505m

discrim_loss 0.93570966

gen_loss_GAN 1.5161706

gen_loss_L1 0.11829288

progress  epoch 1  step 3850  image/sec 0.4  remaining 503m

discrim_loss 0.9874508

gen_loss_GAN 1.4392761

gen_loss_L1 0.11722698

recording summary

progress  epoch 1  step 3900  image/sec 0.4  remaining 500m

discrim_loss 0.9332878

gen_loss_GAN 1.426579

gen_loss_L1 0.11468408

progress  epoch 1  step 3950  image/sec 0.4  remaining 497m

discrim_loss 0.9406798

gen_loss_GAN 1.4258233

gen_loss_L1 0.11721391

recording summary

progress  epoch 1  step 4000  image/sec 0.4  remaining 494m

discrim_loss 0.9312145

gen_loss_GAN 1.4278499

gen_loss_L1 0.120001115

progress  epoch 1  step 4050  image/sec 0.4  remaining 491m

discrim_loss 0.9610824

gen_loss_GAN 1.456171

gen_loss_L1 0.11530372

recording summary

progress  epoch 1  step 4100  image/sec 0.4  remaining 488m

discrim_loss 0.9605973

gen_loss_GAN 1.4439713

gen_loss_L1 0.1174751

progress  epoch 1  step 4150  image/sec 0.4  remaining 485m

discrim_loss 0.9172506

gen_loss_GAN 1.4683508

gen_loss_L1 0.117338255

recording summary

progress  epoch 1  step 4200  image/sec 0.4  remaining 482m

discrim_loss 1.0036

gen_loss_GAN 1.3925201

gen_loss_L1 0.11412126

progress  epoch 1  step 4250  image/sec 0.4  remaining 480m

discrim_loss 0.9721676

gen_loss_GAN 1.3819777

gen_loss_L1 0.11432306

recording summary

progress  epoch 1  step 4300  image/sec 0.4  remaining 477m

discrim_loss 0.94344246

gen_loss_GAN 1.3888396

gen_loss_L1 0.111993335

progress  epoch 1  step 4350  image/sec 0.4  remaining 474m

discrim_loss 1.0195792

gen_loss_GAN 1.3762759

gen_loss_L1 0.11609561

recording summary

progress  epoch 1  step 4400  image/sec 0.4  remaining 471m

discrim_loss 0.95176023

gen_loss_GAN 1.4074981

gen_loss_L1 0.119945474

progress  epoch 1  step 4450  image/sec 0.4  remaining 469m

discrim_loss 0.9992097

gen_loss_GAN 1.3738024

gen_loss_L1 0.11553463

recording summary

progress  epoch 1  step 4500  image/sec 0.4  remaining 466m

discrim_loss 0.97512364

gen_loss_GAN 1.3421061

gen_loss_L1 0.11437585

progress  epoch 1  step 4550  image/sec 0.4  remaining 463m

discrim_loss 0.9963357

gen_loss_GAN 1.4123344

gen_loss_L1 0.111348234

recording summary

progress  epoch 1  step 4600  image/sec 0.4  remaining 461m

discrim_loss 0.9078664

gen_loss_GAN 1.527209

gen_loss_L1 0.116156116

progress  epoch 1  step 4650  image/sec 0.4  remaining 458m

discrim_loss 0.8768157

gen_loss_GAN 1.4864161

gen_loss_L1 0.11556198

recording summary

progress  epoch 1  step 4700  image/sec 0.4  remaining 455m

discrim_loss 0.89705485

gen_loss_GAN 1.4827784

gen_loss_L1 0.118166976

progress  epoch 1  step 4750  image/sec 0.4  remaining 453m

discrim_loss 0.887645

gen_loss_GAN 1.4517329

gen_loss_L1 0.118381284

recording summary

progress  epoch 1  step 4800  image/sec 0.4  remaining 450m

discrim_loss 0.98595774

gen_loss_GAN 1.3721058

gen_loss_L1 0.11956107

progress  epoch 1  step 4850  image/sec 0.4  remaining 448m

discrim_loss 0.94088936

gen_loss_GAN 1.3777764

gen_loss_L1 0.12307138

progress  epoch 1  step 4900  image/sec 0.4  remaining 446m

discrim_loss 0.9050963

gen_loss_GAN 1.4721719

gen_loss_L1 0.124465145

progress  epoch 1  step 4950  image/sec 0.4  remaining 444m

discrim_loss 0.9059857

gen_loss_GAN 1.4678174

gen_loss_L1 0.12331337

recording summary

progress  epoch 1  step 5000  image/sec 0.4  remaining 441m

discrim_loss 0.8766232

gen_loss_GAN 1.4879206

gen_loss_L1 0.11554299

saving model

progress  epoch 1  step 5050  image/sec 0.4  remaining 439m

discrim_loss 0.9305549

gen_loss_GAN 1.4352194

gen_loss_L1 0.11594302

recording summary

progress  epoch 1  step 5100  image/sec 0.4  remaining 437m

discrim_loss 0.93696433

gen_loss_GAN 1.4731494

gen_loss_L1 0.11813992

progress  epoch 1  step 5150  image/sec 0.4  remaining 434m

discrim_loss 0.9686996

gen_loss_GAN 1.4141353

gen_loss_L1 0.120013125

recording summary

progress  epoch 1  step 5200  image/sec 0.4  remaining 432m

discrim_loss 0.96466

gen_loss_GAN 1.4258012

gen_loss_L1 0.1212225

progress  epoch 1  step 5250  image/sec 0.4  remaining 430m

discrim_loss 0.95394343

gen_loss_GAN 1.4311461

gen_loss_L1 0.1250671

recording summary

progress  epoch 1  step 5300  image/sec 0.4  remaining 428m

discrim_loss 0.88939154

gen_loss_GAN 1.486867

gen_loss_L1 0.120781176

progress  epoch 1  step 5350  image/sec 0.4  remaining 425m

discrim_loss 0.8993096

gen_loss_GAN 1.4893689

gen_loss_L1 0.12102289

recording summary

progress  epoch 1  step 5400  image/sec 0.4  remaining 424m

discrim_loss 0.95481545

gen_loss_GAN 1.4421393

gen_loss_L1 0.12117399

progress  epoch 1  step 5450  image/sec 0.4  remaining 422m

discrim_loss 0.89083314

gen_loss_GAN 1.4645293

gen_loss_L1 0.12100475

recording summary

progress  epoch 1  step 5500  image/sec 0.4  remaining 420m

discrim_loss 0.91619164

gen_loss_GAN 1.4573723

gen_loss_L1 0.12051313

progress  epoch 1  step 5550  image/sec 0.4  remaining 419m

discrim_loss 0.969519

gen_loss_GAN 1.423509

gen_loss_L1 0.118661396

recording summary

progress  epoch 1  step 5600  image/sec 0.4  remaining 417m

discrim_loss 0.96993285

gen_loss_GAN 1.3999337

gen_loss_L1 0.113522634

progress  epoch 1  step 5650  image/sec 0.4  remaining 416m

discrim_loss 0.92371494

gen_loss_GAN 1.424022

gen_loss_L1 0.11373202

recording summary

progress  epoch 1  step 5700  image/sec 0.4  remaining 414m

discrim_loss 0.88251483

gen_loss_GAN 1.4535532

gen_loss_L1 0.10917066

progress  epoch 1  step 5750  image/sec 0.4  remaining 411m

discrim_loss 1.0224388

gen_loss_GAN 1.390329

gen_loss_L1 0.11104478

recording summary

progress  epoch 1  step 5800  image/sec 0.4  remaining 409m

discrim_loss 0.9498935

gen_loss_GAN 1.4452721

gen_loss_L1 0.11067424

progress  epoch 1  step 5850  image/sec 0.4  remaining 407m

discrim_loss 0.9141641

gen_loss_GAN 1.4453813

gen_loss_L1 0.11292835

recording summary

progress  epoch 1  step 5900  image/sec 0.4  remaining 405m

discrim_loss 0.9167843

gen_loss_GAN 1.4783306

gen_loss_L1 0.11505297

progress  epoch 1  step 5950  image/sec 0.4  remaining 403m

discrim_loss 0.9390506

gen_loss_GAN 1.4417032

gen_loss_L1 0.11174201

recording summary

progress  epoch 1  step 6000  image/sec 0.4  remaining 401m

discrim_loss 0.88041204

gen_loss_GAN 1.5041751

gen_loss_L1 0.11417196

progress  epoch 1  step 6050  image/sec 0.4  remaining 399m

discrim_loss 0.91537863

gen_loss_GAN 1.4625685

gen_loss_L1 0.11409207

recording summary

progress  epoch 1  step 6100  image/sec 0.4  remaining 397m

discrim_loss 0.89128166

gen_loss_GAN 1.4848605

gen_loss_L1 0.111906834

progress  epoch 1  step 6150  image/sec 0.4  remaining 395m

discrim_loss 0.92627555

gen_loss_GAN 1.5040914

gen_loss_L1 0.116847806

recording summary

progress  epoch 1  step 6200  image/sec 0.4  remaining 393m

discrim_loss 0.8887072

gen_loss_GAN 1.4720132

gen_loss_L1 0.116748

progress  epoch 1  step 6250  image/sec 0.4  remaining 391m

discrim_loss 0.85774773

gen_loss_GAN 1.5124774

gen_loss_L1 0.11787749

recording summary

progress  epoch 1  step 6300  image/sec 0.4  remaining 389m

discrim_loss 0.90355

gen_loss_GAN 1.4608679

gen_loss_L1 0.11080055

progress  epoch 1  step 6350  image/sec 0.4  remaining 387m

discrim_loss 0.9196153

gen_loss_GAN 1.4370329

gen_loss_L1 0.10981837

recording summary

progress  epoch 1  step 6400  image/sec 0.4  remaining 385m

discrim_loss 0.8989879

gen_loss_GAN 1.4364702

gen_loss_L1 0.119810104

progress  epoch 1  step 6450  image/sec 0.4  remaining 383m

discrim_loss 0.8596242

gen_loss_GAN 1.5228212

gen_loss_L1 0.12326331

recording summary

progress  epoch 1  step 6500  image/sec 0.4  remaining 381m

discrim_loss 0.75702477

gen_loss_GAN 1.6112955

gen_loss_L1 0.12182281

progress  epoch 1  step 6550  image/sec 0.4  remaining 379m

discrim_loss 0.87649626

gen_loss_GAN 1.5167826

gen_loss_L1 0.118482314

recording summary

progress  epoch 1  step 6600  image/sec 0.4  remaining 377m

discrim_loss 0.8566383

gen_loss_GAN 1.5524828

gen_loss_L1 0.118166484

progress  epoch 1  step 6650  image/sec 0.4  remaining 375m

discrim_loss 0.9087024

gen_loss_GAN 1.4953343

gen_loss_L1 0.12101517

recording summary

progress  epoch 1  step 6700  image/sec 0.4  remaining 373m

discrim_loss 0.8887786

gen_loss_GAN 1.5128567

gen_loss_L1 0.118778445

progress  epoch 1  step 6750  image/sec 0.4  remaining 371m

discrim_loss 0.95297617

gen_loss_GAN 1.458507

gen_loss_L1 0.1182844

recording summary

progress  epoch 1  step 6800  image/sec 0.4  remaining 369m

discrim_loss 0.88841987

gen_loss_GAN 1.4836754

gen_loss_L1 0.11543897

progress  epoch 1  step 6850  image/sec 0.4  remaining 367m

discrim_loss 0.87200254

gen_loss_GAN 1.575812

gen_loss_L1 0.119031064

recording summary

progress  epoch 1  step 6900  image/sec 0.4  remaining 365m

discrim_loss 0.8419873

gen_loss_GAN 1.5720929

gen_loss_L1 0.12353266

progress  epoch 1  step 6950  image/sec 0.4  remaining 363m

discrim_loss 0.82398

gen_loss_GAN 1.5723218

gen_loss_L1 0.12217843

recording summary

progress  epoch 1  step 7000  image/sec 0.4  remaining 361m

discrim_loss 0.81261563

gen_loss_GAN 1.6031628

gen_loss_L1 0.120665

progress  epoch 1  step 7050  image/sec 0.4  remaining 359m

discrim_loss 0.8943221

gen_loss_GAN 1.5612344

gen_loss_L1 0.123553745

recording summary

progress  epoch 1  step 7100  image/sec 0.4  remaining 356m

discrim_loss 0.88140994

gen_loss_GAN 1.5667024

gen_loss_L1 0.1220394

progress  epoch 1  step 7150  image/sec 0.4  remaining 354m

discrim_loss 0.87385803

gen_loss_GAN 1.559706

gen_loss_L1 0.122071035

recording summary

progress  epoch 1  step 7200  image/sec 0.4  remaining 352m

discrim_loss 0.9058856

gen_loss_GAN 1.5246731

gen_loss_L1 0.1155009

progress  epoch 1  step 7250  image/sec 0.4  remaining 350m

discrim_loss 0.90250236

gen_loss_GAN 1.5710034

gen_loss_L1 0.11570516

recording summary

progress  epoch 1  step 7300  image/sec 0.4  remaining 348m

discrim_loss 0.88407254

gen_loss_GAN 1.5402129

gen_loss_L1 0.1177178

progress  epoch 1  step 7350  image/sec 0.4  remaining 345m

discrim_loss 0.796291

gen_loss_GAN 1.5614473

gen_loss_L1 0.11722075

recording summary

progress  epoch 1  step 7400  image/sec 0.4  remaining 343m

discrim_loss 0.80147743

gen_loss_GAN 1.5525177

gen_loss_L1 0.11983081

progress  epoch 1  step 7450  image/sec 0.4  remaining 340m

discrim_loss 0.8415261

gen_loss_GAN 1.559838

gen_loss_L1 0.11997097

recording summary

progress  epoch 2  step 28  image/sec 0.4  remaining 338m

discrim_loss 0.86127704

gen_loss_GAN 1.60786

gen_loss_L1 0.120580904

progress  epoch 2  step 78  image/sec 0.4  remaining 335m

discrim_loss 0.8105104

gen_loss_GAN 1.5944707

gen_loss_L1 0.12029672

recording summary

progress  epoch 2  step 128  image/sec 0.4  remaining 333m

discrim_loss 0.83848137

gen_loss_GAN 1.6061752

gen_loss_L1 0.11679491

progress  epoch 2  step 178  image/sec 0.4  remaining 331m

discrim_loss 0.78893834

gen_loss_GAN 1.7041888

gen_loss_L1 0.11577688

recording summary

progress  epoch 2  step 228  image/sec 0.4  remaining 328m

discrim_loss 0.86162513

gen_loss_GAN 1.630061

gen_loss_L1 0.119100645

progress  epoch 2  step 278  image/sec 0.4  remaining 326m

discrim_loss 0.837598

gen_loss_GAN 1.627371

gen_loss_L1 0.11559749

recording summary

progress  epoch 2  step 328  image/sec 0.4  remaining 323m

discrim_loss 0.8065566

gen_loss_GAN 1.6882219

gen_loss_L1 0.11717461

progress  epoch 2  step 378  image/sec 0.4  remaining 321m

discrim_loss 0.8836942

gen_loss_GAN 1.6314093

gen_loss_L1 0.119476154

recording summary

progress  epoch 2  step 428  image/sec 0.4  remaining 319m

discrim_loss 0.9961305

gen_loss_GAN 1.5214747

gen_loss_L1 0.12080237

progress  epoch 2  step 478  image/sec 0.4  remaining 316m

discrim_loss 0.9020864

gen_loss_GAN 1.5593723

gen_loss_L1 0.12127097

recording summary

progress  epoch 2  step 528  image/sec 0.4  remaining 314m

discrim_loss 0.8662782

gen_loss_GAN 1.5830998

gen_loss_L1 0.118848294

progress  epoch 2  step 578  image/sec 0.4  remaining 312m

discrim_loss 0.8917842

gen_loss_GAN 1.56467

gen_loss_L1 0.12292577

recording summary

progress  epoch 2  step 628  image/sec 0.4  remaining 309m

discrim_loss 0.8618348

gen_loss_GAN 1.5395312

gen_loss_L1 0.12126604

progress  epoch 2  step 678  image/sec 0.4  remaining 307m

discrim_loss 0.91382116

gen_loss_GAN 1.5020319

gen_loss_L1 0.123845585

recording summary

progress  epoch 2  step 728  image/sec 0.4  remaining 305m

discrim_loss 0.8816616

gen_loss_GAN 1.5111153

gen_loss_L1 0.120221294

progress  epoch 2  step 778  image/sec 0.4  remaining 302m

discrim_loss 0.9234119

gen_loss_GAN 1.5421865

gen_loss_L1 0.12525421

recording summary

progress  epoch 2  step 828  image/sec 0.4  remaining 300m

discrim_loss 0.91956466

gen_loss_GAN 1.4889796

gen_loss_L1 0.11980073

progress  epoch 2  step 878  image/sec 0.4  remaining 297m

discrim_loss 0.8857349

gen_loss_GAN 1.5065229

gen_loss_L1 0.12087855

recording summary

progress  epoch 2  step 928  image/sec 0.4  remaining 295m

discrim_loss 0.8681113

gen_loss_GAN 1.5238594

gen_loss_L1 0.11876185

progress  epoch 2  step 978  image/sec 0.4  remaining 293m

discrim_loss 0.82529396

gen_loss_GAN 1.5896991

gen_loss_L1 0.114614956

recording summary

progress  epoch 2  step 1028  image/sec 0.4  remaining 290m

discrim_loss 0.8673896

gen_loss_GAN 1.5555705

gen_loss_L1 0.11613579

progress  epoch 2  step 1078  image/sec 0.4  remaining 288m

discrim_loss 0.8897452

gen_loss_GAN 1.579314

gen_loss_L1 0.11599399

recording summary

progress  epoch 2  step 1128  image/sec 0.4  remaining 286m

discrim_loss 0.87610686

gen_loss_GAN 1.6210251

gen_loss_L1 0.11811243

progress  epoch 2  step 1178  image/sec 0.4  remaining 284m

discrim_loss 0.91493845

gen_loss_GAN 1.5684164

gen_loss_L1 0.11788152

recording summary

progress  epoch 2  step 1228  image/sec 0.4  remaining 282m

discrim_loss 0.9407549

gen_loss_GAN 1.5575186

gen_loss_L1 0.11866197

progress  epoch 2  step 1278  image/sec 0.4  remaining 280m

discrim_loss 0.9236375

gen_loss_GAN 1.5255985

gen_loss_L1 0.119829044

recording summary

progress  epoch 2  step 1328  image/sec 0.4  remaining 277m

discrim_loss 0.862822

gen_loss_GAN 1.5665802

gen_loss_L1 0.11982999

progress  epoch 2  step 1378  image/sec 0.4  remaining 275m

discrim_loss 0.9354748

gen_loss_GAN 1.5149294

gen_loss_L1 0.115858

recording summary

progress  epoch 2  step 1428  image/sec 0.4  remaining 273m

discrim_loss 0.85317

gen_loss_GAN 1.5691501

gen_loss_L1 0.1174917

progress  epoch 2  step 1478  image/sec 0.4  remaining 271m

discrim_loss 0.89684707

gen_loss_GAN 1.5798998

gen_loss_L1 0.12168232

recording summary

progress  epoch 2  step 1528  image/sec 0.4  remaining 269m

discrim_loss 0.86626196

gen_loss_GAN 1.544886

gen_loss_L1 0.11976257

progress  epoch 2  step 1578  image/sec 0.4  remaining 267m

discrim_loss 0.90685666

gen_loss_GAN 1.481145

gen_loss_L1 0.11839476

recording summary

progress  epoch 2  step 1628  image/sec 0.4  remaining 265m

discrim_loss 0.9073913

gen_loss_GAN 1.4581003

gen_loss_L1 0.11635904

progress  epoch 2  step 1678  image/sec 0.4  remaining 263m

discrim_loss 0.8748785

gen_loss_GAN 1.5007362

gen_loss_L1 0.118497334

recording summary

progress  epoch 2  step 1728  image/sec 0.4  remaining 261m

discrim_loss 0.8806474

gen_loss_GAN 1.5701983

gen_loss_L1 0.12374131

progress  epoch 2  step 1778  image/sec 0.4  remaining 259m

discrim_loss 0.8840187

gen_loss_GAN 1.6364253

gen_loss_L1 0.11927699

recording summary

progress  epoch 2  step 1828  image/sec 0.4  remaining 256m

discrim_loss 0.8523453

gen_loss_GAN 1.6774093

gen_loss_L1 0.11839581

progress  epoch 2  step 1878  image/sec 0.4  remaining 255m

discrim_loss 0.9095652

gen_loss_GAN 1.5568471

gen_loss_L1 0.11562544

recording summary

progress  epoch 2  step 1928  image/sec 0.4  remaining 253m

discrim_loss 0.80995053

gen_loss_GAN 1.6347291

gen_loss_L1 0.11757387

progress  epoch 2  step 1978  image/sec 0.4  remaining 250m

discrim_loss 0.8868853

gen_loss_GAN 1.6137549

gen_loss_L1 0.11670058

recording summary

progress  epoch 2  step 2028  image/sec 0.4  remaining 248m

discrim_loss 0.8692192

gen_loss_GAN 1.555423

gen_loss_L1 0.11824096

progress  epoch 2  step 2078  image/sec 0.4  remaining 246m

discrim_loss 0.89770657

gen_loss_GAN 1.5417072

gen_loss_L1 0.11420904

recording summary

progress  epoch 2  step 2128  image/sec 0.4  remaining 244m

discrim_loss 0.77775514

gen_loss_GAN 1.6230421

gen_loss_L1 0.11770781

progress  epoch 2  step 2178  image/sec 0.4  remaining 242m

discrim_loss 0.8270929

gen_loss_GAN 1.6074505

gen_loss_L1 0.117408246

recording summary

progress  epoch 2  step 2228  image/sec 0.4  remaining 240m

discrim_loss 0.82755286

gen_loss_GAN 1.615231

gen_loss_L1 0.120003775

progress  epoch 2  step 2278  image/sec 0.4  remaining 237m

discrim_loss 0.80331653

gen_loss_GAN 1.6085448

gen_loss_L1 0.117533736

recording summary

progress  epoch 2  step 2328  image/sec 0.4  remaining 235m

discrim_loss 0.8573519

gen_loss_GAN 1.5329909

gen_loss_L1 0.113135055

progress  epoch 2  step 2378  image/sec 0.4  remaining 233m

discrim_loss 0.84270525

gen_loss_GAN 1.634248

gen_loss_L1 0.1161392

recording summary

progress  epoch 2  step 2428  image/sec 0.4  remaining 231m

discrim_loss 0.92819536

gen_loss_GAN 1.5703394

gen_loss_L1 0.11701343

progress  epoch 2  step 2478  image/sec 0.4  remaining 229m

discrim_loss 0.9518075

gen_loss_GAN 1.4869474

gen_loss_L1 0.116570674

recording summary

progress  epoch 2  step 2528  image/sec 0.4  remaining 227m

discrim_loss 0.9076812

gen_loss_GAN 1.4459208

gen_loss_L1 0.11084821

saving model

progress  epoch 2  step 2578  image/sec 0.4  remaining 225m

discrim_loss 0.82320374

gen_loss_GAN 1.5468618

gen_loss_L1 0.10974925

recording summary

progress  epoch 2  step 2628  image/sec 0.4  remaining 223m

discrim_loss 0.9193648

gen_loss_GAN 1.5501455

gen_loss_L1 0.11639301

progress  epoch 2  step 2678  image/sec 0.4  remaining 221m

discrim_loss 0.8737548

gen_loss_GAN 1.5431694

gen_loss_L1 0.11821345

recording summary

progress  epoch 2  step 2728  image/sec 0.4  remaining 219m

discrim_loss 0.876498

gen_loss_GAN 1.5536327

gen_loss_L1 0.1201904

progress  epoch 2  step 2778  image/sec 0.4  remaining 217m

discrim_loss 0.9072884

gen_loss_GAN 1.5179402

gen_loss_L1 0.119783714

recording summary

progress  epoch 2  step 2828  image/sec 0.4  remaining 215m

discrim_loss 0.82356596

gen_loss_GAN 1.5479507

gen_loss_L1 0.1182085

progress  epoch 2  step 2878  image/sec 0.4  remaining 213m

discrim_loss 0.9218327

gen_loss_GAN 1.5437295

gen_loss_L1 0.11994646

recording summary

progress  epoch 2  step 2928  image/sec 0.4  remaining 211m

discrim_loss 0.9108039

gen_loss_GAN 1.539661

gen_loss_L1 0.11517131

progress  epoch 2  step 2978  image/sec 0.4  remaining 209m

discrim_loss 0.96900004

gen_loss_GAN 1.5435266

gen_loss_L1 0.11475763

recording summary

progress  epoch 2  step 3028  image/sec 0.4  remaining 207m

discrim_loss 0.94200754

gen_loss_GAN 1.4973539

gen_loss_L1 0.11236226

progress  epoch 2  step 3078  image/sec 0.4  remaining 204m

discrim_loss 0.9532818

gen_loss_GAN 1.418439

gen_loss_L1 0.10722644

recording summary

progress  epoch 2  step 3128  image/sec 0.4  remaining 202m

discrim_loss 0.96813494

gen_loss_GAN 1.3852267

gen_loss_L1 0.11006933

progress  epoch 2  step 3178  image/sec 0.4  remaining 200m

discrim_loss 0.9678196

gen_loss_GAN 1.3947484

gen_loss_L1 0.115282446

recording summary

progress  epoch 2  step 3228  image/sec 0.4  remaining 198m

discrim_loss 0.8417012

gen_loss_GAN 1.5012885

gen_loss_L1 0.11275017

progress  epoch 2  step 3278  image/sec 0.4  remaining 196m

discrim_loss 0.8321896

gen_loss_GAN 1.535197

gen_loss_L1 0.11256008

recording summary

progress  epoch 2  step 3328  image/sec 0.4  remaining 194m

discrim_loss 0.875033

gen_loss_GAN 1.5244653

gen_loss_L1 0.11780235

progress  epoch 2  step 3378  image/sec 0.4  remaining 192m

discrim_loss 0.846147

gen_loss_GAN 1.535154

gen_loss_L1 0.11965836

recording summary

progress  epoch 2  step 3428  image/sec 0.4  remaining 189m

discrim_loss 0.8479678

gen_loss_GAN 1.5472943

gen_loss_L1 0.11476389

progress  epoch 2  step 3478  image/sec 0.4  remaining 187m

discrim_loss 0.85726655

gen_loss_GAN 1.5525287

gen_loss_L1 0.110352114

recording summary

progress  epoch 2  step 3528  image/sec 0.4  remaining 185m

discrim_loss 0.94925493

gen_loss_GAN 1.5216005

gen_loss_L1 0.112821326

progress  epoch 2  step 3578  image/sec 0.4  remaining 183m

discrim_loss 0.9429957

gen_loss_GAN 1.5392792

gen_loss_L1 0.10880039

recording summary

progress  epoch 2  step 3628  image/sec 0.4  remaining 181m

discrim_loss 0.8948942

gen_loss_GAN 1.5568258

gen_loss_L1 0.108852

progress  epoch 2  step 3678  image/sec 0.4  remaining 178m

discrim_loss 0.87382644

gen_loss_GAN 1.5114996

gen_loss_L1 0.113252215

recording summary

progress  epoch 2  step 3728  image/sec 0.4  remaining 176m

discrim_loss 0.891308

gen_loss_GAN 1.5019009

gen_loss_L1 0.11052978

progress  epoch 2  step 3778  image/sec 0.4  remaining 174m

discrim_loss 0.80148506

gen_loss_GAN 1.5662526

gen_loss_L1 0.11217225

recording summary

progress  epoch 2  step 3828  image/sec 0.4  remaining 172m

discrim_loss 0.84982777

gen_loss_GAN 1.5685649

gen_loss_L1 0.12227872

progress  epoch 2  step 3878  image/sec 0.4  remaining 169m

discrim_loss 0.87569076

gen_loss_GAN 1.5297033

gen_loss_L1 0.11733669

recording summary

progress  epoch 2  step 3928  image/sec 0.4  remaining 167m

discrim_loss 0.8051542

gen_loss_GAN 1.6447334

gen_loss_L1 0.116958216

progress  epoch 2  step 3978  image/sec 0.4  remaining 165m

discrim_loss 0.8519985

gen_loss_GAN 1.6158894

gen_loss_L1 0.1148312

recording summary

progress  epoch 2  step 4028  image/sec 0.4  remaining 162m

discrim_loss 0.79313916

gen_loss_GAN 1.6353061

gen_loss_L1 0.11953624

progress  epoch 2  step 4078  image/sec 0.4  remaining 160m

discrim_loss 0.8356676

gen_loss_GAN 1.5679988

gen_loss_L1 0.11776483

recording summary

progress  epoch 2  step 4128  image/sec 0.4  remaining 158m

discrim_loss 0.8348013

gen_loss_GAN 1.5470681

gen_loss_L1 0.11865385

progress  epoch 2  step 4178  image/sec 0.4  remaining 155m

discrim_loss 0.88439906

gen_loss_GAN 1.6082493

gen_loss_L1 0.11297804

recording summary

progress  epoch 2  step 4228  image/sec 0.4  remaining 153m

discrim_loss 0.96362525

gen_loss_GAN 1.5842397

gen_loss_L1 0.117585495

progress  epoch 2  step 4278  image/sec 0.4  remaining 151m

discrim_loss 0.87359583

gen_loss_GAN 1.5736572

gen_loss_L1 0.117770426

recording summary

progress  epoch 2  step 4328  image/sec 0.4  remaining 149m

discrim_loss 0.77474743

gen_loss_GAN 1.692213

gen_loss_L1 0.120508894

progress  epoch 2  step 4378  image/sec 0.4  remaining 146m

discrim_loss 0.823279

gen_loss_GAN 1.6843213

gen_loss_L1 0.12105105

recording summary

progress  epoch 2  step 4428  image/sec 0.4  remaining 144m

discrim_loss 0.8405899

gen_loss_GAN 1.6438925

gen_loss_L1 0.121771544

progress  epoch 2  step 4478  image/sec 0.4  remaining 142m

discrim_loss 0.8087965

gen_loss_GAN 1.6531565

gen_loss_L1 0.121999666

recording summary

progress  epoch 2  step 4528  image/sec 0.4  remaining 139m

discrim_loss 0.8057065

gen_loss_GAN 1.6150292

gen_loss_L1 0.11911905

progress  epoch 2  step 4578  image/sec 0.4  remaining 137m

discrim_loss 0.87867594

gen_loss_GAN 1.5354047

gen_loss_L1 0.1189418

recording summary

progress  epoch 2  step 4628  image/sec 0.4  remaining 134m

discrim_loss 0.8695999

gen_loss_GAN 1.5230154

gen_loss_L1 0.11747221

progress  epoch 2  step 4678  image/sec 0.4  remaining 132m

discrim_loss 0.85907036

gen_loss_GAN 1.5296963

gen_loss_L1 0.11589477

recording summary

progress  epoch 2  step 4728  image/sec 0.4  remaining 130m

discrim_loss 0.85444015

gen_loss_GAN 1.5250875

gen_loss_L1 0.12087098

progress  epoch 2  step 4778  image/sec 0.4  remaining 127m

discrim_loss 0.8277054

gen_loss_GAN 1.5446329

gen_loss_L1 0.11702416

recording summary

progress  epoch 2  step 4828  image/sec 0.4  remaining 125m

discrim_loss 0.90678895

gen_loss_GAN 1.5675919

gen_loss_L1 0.11720641

progress  epoch 2  step 4878  image/sec 0.4  remaining 122m

discrim_loss 0.79024553

gen_loss_GAN 1.6611507

gen_loss_L1 0.11749591

recording summary

progress  epoch 2  step 4928  image/sec 0.4  remaining 120m

discrim_loss 0.7967991

gen_loss_GAN 1.6645851

gen_loss_L1 0.11771946

progress  epoch 2  step 4978  image/sec 0.4  remaining 118m

discrim_loss 0.82793045

gen_loss_GAN 1.6093776

gen_loss_L1 0.116447315

recording summary

progress  epoch 2  step 5028  image/sec 0.4  remaining 115m

discrim_loss 0.753117

gen_loss_GAN 1.6801418

gen_loss_L1 0.11606691

progress  epoch 2  step 5078  image/sec 0.4  remaining 113m

discrim_loss 0.8289596

gen_loss_GAN 1.6782061

gen_loss_L1 0.11954549

recording summary

progress  epoch 2  step 5128  image/sec 0.4  remaining 111m

discrim_loss 0.88985854

gen_loss_GAN 1.5975621

gen_loss_L1 0.11619047

progress  epoch 2  step 5178  image/sec 0.4  remaining 108m

discrim_loss 0.8511049

gen_loss_GAN 1.5854241

gen_loss_L1 0.115921855

recording summary

progress  epoch 2  step 5228  image/sec 0.4  remaining 106m

discrim_loss 0.89768535

gen_loss_GAN 1.5722272

gen_loss_L1 0.11586051

progress  epoch 2  step 5278  image/sec 0.4  remaining 104m

discrim_loss 0.76473415

gen_loss_GAN 1.6652745

gen_loss_L1 0.11970067

recording summary

progress  epoch 2  step 5328  image/sec 0.4  remaining 101m

discrim_loss 0.8541864

gen_loss_GAN 1.6623697

gen_loss_L1 0.11698764

progress  epoch 2  step 5378  image/sec 0.4  remaining 99m

discrim_loss 0.9296651

gen_loss_GAN 1.6099339

gen_loss_L1 0.117581084

recording summary

progress  epoch 2  step 5428  image/sec 0.4  remaining 97m

discrim_loss 0.8471077

gen_loss_GAN 1.6026325

gen_loss_L1 0.117464334

progress  epoch 2  step 5478  image/sec 0.4  remaining 94m

discrim_loss 0.8827662

gen_loss_GAN 1.5479548

gen_loss_L1 0.11566926

recording summary

progress  epoch 2  step 5528  image/sec 0.4  remaining 92m

discrim_loss 0.7912381

gen_loss_GAN 1.6040826

gen_loss_L1 0.115501165

progress  epoch 2  step 5578  image/sec 0.4  remaining 89m

discrim_loss 0.83049953

gen_loss_GAN 1.6072627

gen_loss_L1 0.11830842

recording summary

progress  epoch 2  step 5628  image/sec 0.4  remaining 87m

discrim_loss 0.87712246

gen_loss_GAN 1.5941746

gen_loss_L1 0.115855515

progress  epoch 2  step 5678  image/sec 0.4  remaining 85m

discrim_loss 0.8893827

gen_loss_GAN 1.5387678

gen_loss_L1 0.117177725

recording summary

progress  epoch 2  step 5728  image/sec 0.4  remaining 82m

discrim_loss 0.8079297

gen_loss_GAN 1.5541725

gen_loss_L1 0.11510712

progress  epoch 2  step 5778  image/sec 0.4  remaining 80m

discrim_loss 0.8139121

gen_loss_GAN 1.5903707

gen_loss_L1 0.11654885

recording summary

progress  epoch 2  step 5828  image/sec 0.4  remaining 77m

discrim_loss 0.8542742

gen_loss_GAN 1.5466131

gen_loss_L1 0.11521525

progress  epoch 2  step 5878  image/sec 0.4  remaining 75m

discrim_loss 0.901287

gen_loss_GAN 1.5648736

gen_loss_L1 0.11507388

recording summary

progress  epoch 2  step 5928  image/sec 0.4  remaining 73m

discrim_loss 0.9154847

gen_loss_GAN 1.499327

gen_loss_L1 0.11408284

progress  epoch 2  step 5978  image/sec 0.4  remaining 70m

discrim_loss 0.7890587

gen_loss_GAN 1.5593413

gen_loss_L1 0.11333618

recording summary

progress  epoch 2  step 6028  image/sec 0.4  remaining 68m

discrim_loss 0.8823949

gen_loss_GAN 1.5522125

gen_loss_L1 0.1161846

progress  epoch 2  step 6078  image/sec 0.4  remaining 66m

discrim_loss 0.8494401

gen_loss_GAN 1.5500106

gen_loss_L1 0.11351151

recording summary

progress  epoch 2  step 6128  image/sec 0.4  remaining 63m

discrim_loss 0.8874446

gen_loss_GAN 1.5672544

gen_loss_L1 0.11395987

progress  epoch 2  step 6178  image/sec 0.4  remaining 61m

discrim_loss 0.82285804

gen_loss_GAN 1.6455374

gen_loss_L1 0.113174364

recording summary

progress  epoch 2  step 6228  image/sec 0.4  remaining 58m

discrim_loss 0.8491669

gen_loss_GAN 1.5902545

gen_loss_L1 0.1162949

progress  epoch 2  step 6278  image/sec 0.4  remaining 56m

discrim_loss 0.819972

gen_loss_GAN 1.591518

gen_loss_L1 0.1128766

recording summary

progress  epoch 2  step 6328  image/sec 0.4  remaining 54m

discrim_loss 0.8803684

gen_loss_GAN 1.5790539

gen_loss_L1 0.1140237

progress  epoch 2  step 6378  image/sec 0.4  remaining 51m

discrim_loss 0.8288694

gen_loss_GAN 1.5982836

gen_loss_L1 0.11128814

recording summary

progress  epoch 2  step 6428  image/sec 0.4  remaining 49m

discrim_loss 0.84864324

gen_loss_GAN 1.6079737

gen_loss_L1 0.11250326

progress  epoch 2  step 6478  image/sec 0.4  remaining 47m

discrim_loss 0.8745096

gen_loss_GAN 1.6244593

gen_loss_L1 0.11375605

recording summary

progress  epoch 2  step 6528  image/sec 0.4  remaining 44m

discrim_loss 0.8032784

gen_loss_GAN 1.6290073

gen_loss_L1 0.111008376

progress  epoch 2  step 6578  image/sec 0.4  remaining 42m

discrim_loss 0.90288186

gen_loss_GAN 1.6073776

gen_loss_L1 0.11052054

recording summary

progress  epoch 2  step 6628  image/sec 0.4  remaining 39m

discrim_loss 0.78720987

gen_loss_GAN 1.6435641

gen_loss_L1 0.11002786

progress  epoch 2  step 6678  image/sec 0.4  remaining 37m

discrim_loss 0.88915396

gen_loss_GAN 1.5216315

gen_loss_L1 0.112931326

recording summary

progress  epoch 2  step 6728  image/sec 0.4  remaining 35m

discrim_loss 0.8614181

gen_loss_GAN 1.5692296

gen_loss_L1 0.1112233

progress  epoch 2  step 6778  image/sec 0.4  remaining 32m

discrim_loss 0.88211584

gen_loss_GAN 1.5681787

gen_loss_L1 0.11220956

recording summary

progress  epoch 2  step 6828  image/sec 0.4  remaining 30m

discrim_loss 0.8958551

gen_loss_GAN 1.5788288

gen_loss_L1 0.11048176

progress  epoch 2  step 6878  image/sec 0.4  remaining 28m

discrim_loss 0.87014157

gen_loss_GAN 1.5818418

gen_loss_L1 0.111626446

recording summary

progress  epoch 2  step 6928  image/sec 0.4  remaining 25m

discrim_loss 0.8620589

gen_loss_GAN 1.554513

gen_loss_L1 0.11221026

progress  epoch 2  step 6978  image/sec 0.4  remaining 23m

discrim_loss 0.8360656

gen_loss_GAN 1.6119428

gen_loss_L1 0.109429

recording summary

progress  epoch 2  step 7028  image/sec 0.4  remaining 20m

discrim_loss 0.93040156

gen_loss_GAN 1.5878296

gen_loss_L1 0.1157448

progress  epoch 2  step 7078  image/sec 0.4  remaining 18m

discrim_loss 0.8852831

gen_loss_GAN 1.5581291

gen_loss_L1 0.113859475

recording summary

progress  epoch 2  step 7128  image/sec 0.4  remaining 16m

discrim_loss 0.8668408

gen_loss_GAN 1.5549263

gen_loss_L1 0.11256616

progress  epoch 2  step 7178  image/sec 0.4  remaining 13m

discrim_loss 0.93269

gen_loss_GAN 1.4615146

gen_loss_L1 0.110314354

recording summary

progress  epoch 2  step 7228  image/sec 0.4  remaining 11m

discrim_loss 0.84345067

gen_loss_GAN 1.511617

gen_loss_L1 0.115258954

progress  epoch 2  step 7278  image/sec 0.4  remaining 9m

discrim_loss 0.81968087

gen_loss_GAN 1.5898192

gen_loss_L1 0.11567144

recording summary

progress  epoch 2  step 7328  image/sec 0.4  remaining 6m

discrim_loss 0.8464879

gen_loss_GAN 1.6120932

gen_loss_L1 0.119259834

progress  epoch 2  step 7378  image/sec 0.4  remaining 4m

discrim_loss 0.7806106

gen_loss_GAN 1.6913474

gen_loss_L1 0.11713983

recording summary

progress  epoch 2  step 7428  image/sec 0.4  remaining 2m

discrim_loss 0.844849

gen_loss_GAN 1.6245934

gen_loss_L1 0.11504359

recording summary

progress  epoch 2  step 7472  image/sec 0.4  remaining 0m

discrim_loss 0.8442991

gen_loss_GAN 1.5988972

gen_loss_L1 0.117679566

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