DL之CycleGAN:基于TF利用CycleGAN模型对apple2orange数据集实现图像转换—训练&测试过程全记录
DL之CycleGAN:基于TF利用CycleGAN模型对apple2orange数据集实现图像转换—训练&测试过程全记录
apple2orange数据集
1、数据集下载:https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/apple2orange.zip
2、数据集展示
输出结果
1、SCALARS
输入与输出 | |
Learning rate、Loss |
2、IMAGES
3、GRAPHS
4、DISTRIBUTIONS
训练&测试过程全记录
1、
2018-10-09 22:02:51.396724: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:02:51.396724: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:03:00.267249: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:03:03.406296: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
2018-10-09 22:03:04.851590: W tensorflow/core/framework/allocator.cc:113] Allocation of 822083584 exceeds 10% of system memory.
第一次
INFO:root:-----------Step 0:-------------
INFO:root: G_loss : 16.109222412109375
INFO:root: D_Y_loss : 2.2684788703918457
INFO:root: F_loss : 16.630470275878906
INFO:root: D_X_loss : 2.722561836242676
INFO:root:Model saved in file: checkpoints/20181009-2201/model.ckpt-0
……
第二次 2018-10-09-24:00 ~ 10-10-07-30
INFO:root:-----------Step 0:-------------
INFO:root: G_loss : 15.09631061553955
INFO:root: D_Y_loss : 2.054762601852417
INFO:root: F_loss : 15.429546356201172
INFO:root: D_X_loss : 1.5412709712982178
INFO:root:Model saved in file: checkpoints/20181009-2349/model.ckpt-0
INFO:root:-----------Step 100:-------------
INFO:root: G_loss : 11.179760932922363
INFO:root: D_Y_loss : 0.2794855833053589
INFO:root: F_loss : 11.133889198303223
INFO:root: D_X_loss : 0.4493861794471741
INFO:root:-----------Step 200:-------------
INFO:root: G_loss : 7.770391464233398
INFO:root: D_Y_loss : 0.21000759303569794
INFO:root: F_loss : 7.941715717315674
INFO:root: D_X_loss : 0.20347760617733002
INFO:root:-----------Step 300:-------------
INFO:root: G_loss : 6.762332439422607
INFO:root: D_Y_loss : 0.16613411903381348
INFO:root: F_loss : 6.651090621948242
INFO:root: D_X_loss : 0.17436569929122925
……
赞 (0)