Specification_20191024_221845_009

Specification_20191024_221845_009


Specification_20191024_221845_009


Specification_20191024_221845_009


Specification_20191024_221845_009_C_Content


Specification_20191024_221845_009_Credits

Specification_20191024_221845_009
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_09.jpg
Styles: Specification_20191024_221845_003_001.jpg, Specification_20191024_221845_007_003.jpg, Specification_20191024_221845_001_002.jpg
Render Time: 00:40:03
resolution: 3840 | tile_size: 1800 | min_size: 256 | iterations: 2 8 32 64 48 24 12 1 | model: vgg19 | optimizer: adam | content_weight: 1.5 | style_scale: 2.75 | tv_weight: 5.0 | tv_power: 2.5 | dd_weight: 2.500 | p_weight: 2.0 | content_layers: conv5_2
All rights reserved. © 2019 Dennis Kirschenmann
dk@dk010dk.com

Specification_20191024_221845_009_Deconstructed


Specification_20191024_221845_009_Deconstructed_Spectrogram


Specification_20191024_221845_009_E_Enhanced


Specification_20191024_221845_009_Log

2019-10-25 04:38:29,503 INFO SpecificatonCanvas-02_09.jpg
2019-10-25 04:38:34,874 INFO Specification_20191024_221845_009_C_Content.png
2019-10-25 04:38:34,874 INFO Specification_20191024_221845_003_001.jpg
2019-10-25 04:39:32,820 INFO Specification_20191024_221845_009_S_Style_001.png
2019-10-25 04:39:32,820 INFO Specification_20191024_221845_007_003.jpg
2019-10-25 04:40:46,797 INFO Specification_20191024_221845_009_S_Style_002.png
2019-10-25 04:40:46,798 INFO Specification_20191024_221845_001_002.jpg
2019-10-25 04:41:36,733 INFO Specification_20191024_221845_009_S_Style_003.png
2019-10-25 04:41:36,733 INFO Packaging Project: Specification_20191024_221845_009
2019-10-25 04:42:05,426 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_S_Style_003.png' --project 'Specification_20191024_221845_009' --devices 0 --iterations 2 8 32 64 48 24 12 1 --size 3840 --tile-size 1800 --weights '/home/ec2-user/Neural/style_transfer/vgg19.caffemodel' --model '/home/ec2-user/Neural/style_transfer/vgg19.prototxt' --min-size 256 --optimizer adam --content-weight 1.5 --style-scale 2.75 --tv-weight 5.0 --dd-weight 2.500 --tv-power 5.0 --p-weight 2.0 --content-layers conv5_2 --neural_mode 8 --neural_level 1 --neural_zoom 1.0 --style-scale-up
2019-10-25 05:22:08,505 INFO Parameters:
     aux_image: None
    aux_weight: 10
    avg_window: 20
    caffe_path: None
        config: None
 content_image: '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_C_Content.png'
content_layers: ['conv5_2']
content_weight: 1.5
     dd_layers: []
     dd_weight: 2.5
         debug: False
       devices: [0]
       display: 'browser'
           div: 1
         hidpi: False
    init_image: '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_C_Content.png'
    iterations: [2, 8, 32, 64, 48, 24, 12, 1]
        jitter: False
 layer_weights: None
   list_layers: False
          mean: (103.939, 116.779, 123.68)
      min_size: 256
         model: '/home/ec2-user/Neural/style_transfer/vgg19.prototxt'
  neural_level: 1
   neural_mode: 8
   neural_zoom: 1.0
     optimizer: 'adam'
       p_power: 6
      p_weight: 2
          port: 8000
       project: 'Specification_20191024_221845_009'
        prompt: False
    save_every: 0
          seed: 0
          size: 3840
    step_decay: [0.05, 0.5]
     step_size: 15
  style_images: ['/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_009/Specification_20191024_221845_009_S_Style_003.png']
  style_layers: ['conv1_1', 'conv2_1', 'conv3_1', 'conv4_1', 'conv5_1']
   style_scale: 2.75
style_scale_up: True
    swt_levels: 1
     swt_power: 2
   swt_wavelet: 'haar'
    swt_weight: 0
     tile_size: 1800
      tv_power: 5.0
     tv_weight: 5
       weights: '/home/ec2-user/Neural/style_transfer/vgg19.caffemodel'

Run 191025_044207 started.
Initializing /home/ec2-user/Neural/style_transfer/vgg19.caffemodel.

Watch the progress at: http://127.0.0.1:8000/

Starting 1 worker process(es).

Scale 1, image size 339x258.

Preprocessing the style image(s)...
Preprocessing the content image(s)...
Step 1, time: 0.00 s, update: 1.50, loss: 26542.2, tv: 454.1
Step 2, time: 0.70 s, update: 1.07, loss: 21609.2, tv: 458.0
--------------------------------------------------------------------------------
top - 04:42:15 up  6:22,  0 users,  load average: 0.47, 0.56, 1.28
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.3%us, 13.1%sy,  0.0%ni, 55.4%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3361712k used, 59520900k free,   492456k buffers
Swap:        0k total,        0k used,        0k free,  1173020k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   38C    P0    71W / 149W |    976MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                       963MiB |
11001 python 87.8 796M 664556 1.0 11001 TS - 0 19 3 Ssl wait
11057 python 144 1052M 1406760 2.2 11057 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 31440 0.0 5465 TS - 0 19 3 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 2, image size 480x365.

Preprocessing the style image(s)...
Preprocessing the content image(s)...
Step 1, time: 5.70 s, update: 0.81, loss: 10220.3, tv: 244.1
Step 2, time: 1.34 s, update: 1.06, loss: 8931.55, tv: 257.9
Step 3, time: 1.34 s, update: 1.18, loss: 7919.3, tv: 280.7
Step 4, time: 1.34 s, update: 1.25, loss: 6887.98, tv: 312.9
Step 5, time: 1.30 s, update: 1.27, loss: 6369.77, tv: 353.4
Step 6, time: 1.28 s, update: 1.25, loss: 6148.59, tv: 399.5
Step 7, time: 1.30 s, update: 1.20, loss: 6248.52, tv: 446.7
Step 8, time: 1.28 s, update: 1.13, loss: 6314.74, tv: 490.4
--------------------------------------------------------------------------------
top - 04:42:30 up  6:22,  0 users,  load average: 1.05, 0.68, 1.31
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.3%us, 13.2%sy,  0.0%ni, 55.4%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3647292k used, 59235320k free,   492480k buffers
Swap:        0k total,        0k used,        0k free,  1421772k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   43C    P0    78W / 149W |   1556MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      1543MiB |
11001 python 57.7 750M 610880 0.9 11001 TS - 0 19 3 Ssl wait
11057 python 211 1135M 1740388 2.7 11057 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 31440 0.0 5465 TS - 0 19 2 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 3, image size 679x516.

Preprocessing the style image(s)...
Using 2x1 tiles of size 933x473.
Using 2x1 tiles of size 933x473.
Using 2x1 tiles of size 933x473.
Preprocessing the content image(s)...
Step 1, time: 9.22 s, update: 0.28, loss: 4424.21, tv: 266.5
Step 2, time: 2.47 s, update: 0.51, loss: 3769.7, tv: 270.7
Step 3, time: 2.48 s, update: 0.68, loss: 3267.63, tv: 278.6
Step 4, time: 2.50 s, update: 0.82, loss: 3013.37, tv: 290.9
Step 5, time: 2.46 s, update: 0.91, loss: 2836.82, tv: 307.6
Step 6, time: 2.42 s, update: 0.95, loss: 2837.46, tv: 327.4
Step 7, time: 2.48 s, update: 0.95, loss: 2748.7, tv: 348.4
Step 8, time: 2.43 s, update: 0.92, loss: 2789.32, tv: 368.6
Step 9, time: 2.47 s, update: 0.89, loss: 2556.36, tv: 386.5
Step 10, time: 2.48 s, update: 0.85, loss: 2703.71, tv: 401.5
Step 11, time: 2.53 s, update: 0.81, loss: 2617.47, tv: 413.7
Step 12, time: 2.52 s, update: 0.78, loss: 2693.11, tv: 423.7
Step 13, time: 2.49 s, update: 0.75, loss: 2531.93, tv: 432.2
Step 14, time: 2.50 s, update: 0.72, loss: 2614.88, tv: 439.6
Step 15, time: 2.47 s, update: 0.70, loss: 2523.27, tv: 446.4
Step 16, time: 2.51 s, update: 0.67, loss: 2388.58, tv: 452.6
Step 17, time: 2.49 s, update: 0.65, loss: 2518.33, tv: 458.2
Step 18, time: 2.48 s, update: 0.62, loss: 2455.59, tv: 463.1
Step 19, time: 2.41 s, update: 0.60, loss: 2345.53, tv: 467.5
Step 20, time: 2.51 s, update: 0.58, loss: 2277.47, tv: 471.6
Step 21, time: 2.46 s, update: 0.57, loss: 2375.1, tv: 475.3
Step 22, time: 2.49 s, update: 0.56, loss: 2299.08, tv: 479.1
Step 23, time: 2.50 s, update: 0.54, loss: 2348.23, tv: 482.8
Step 24, time: 2.45 s, update: 0.53, loss: 2322.51, tv: 486.6
Step 25, time: 2.51 s, update: 0.52, loss: 2263.44, tv: 490.5
Step 26, time: 2.44 s, update: 0.51, loss: 2360.23, tv: 494.4
Step 27, time: 2.49 s, update: 0.50, loss: 2321.03, tv: 498.4
Step 28, time: 2.51 s, update: 0.49, loss: 2308.16, tv: 502.3
Step 29, time: 2.50 s, update: 0.48, loss: 2300.17, tv: 506.3
Step 30, time: 2.42 s, update: 0.48, loss: 2224.1, tv: 510.3
Step 31, time: 2.48 s, update: 0.47, loss: 2323.87, tv: 514.3
Step 32, time: 2.41 s, update: 0.46, loss: 2571.27, tv: 518.2
--------------------------------------------------------------------------------
top - 04:43:56 up  6:23,  0 users,  load average: 2.87, 1.33, 1.48
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.4%us, 13.2%sy,  0.0%ni, 55.3%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3851028k used, 59031584k free,   492520k buffers
Swap:        0k total,        0k used,        0k free,  1423860k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    80W / 149W |   1560MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      1547MiB |
11001 python 30.3 791M 645912 1.0 11001 TS - 0 19 2 Ssl wait
11057 python 256 1297M 1908944 3.0 11057 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 31440 0.0 5465 TS - 0 19 3 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 4, image size 960x730.

Preprocessing the style image(s)...
Using 2x1 tiles of size 1320x669.
Using 2x1 tiles of size 1320x669.
Using 2x1 tiles of size 1320x669.
Preprocessing the content image(s)...
Step 1, time: 16.70 s, update: 0.12, loss: 1816, tv: 277.3
Step 2, time: 4.86 s, update: 0.24, loss: 1612.3, tv: 280.0
Step 3, time: 4.87 s, update: 0.35, loss: 1479.32, tv: 285.6
Step 4, time: 4.89 s, update: 0.44, loss: 1404.62, tv: 294.1
Step 5, time: 4.93 s, update: 0.50, loss: 1448.91, tv: 304.8
Step 6, time: 4.85 s, update: 0.52, loss: 1552.07, tv: 316.4
Step 7, time: 4.87 s, update: 0.54, loss: 1324.53, tv: 327.8
Step 8, time: 4.90 s, update: 0.54, loss: 1232.01, tv: 338.2
Step 9, time: 4.92 s, update: 0.55, loss: 1183.32, tv: 347.5
Step 10, time: 4.92 s, update: 0.55, loss: 1265.84, tv: 356.0
Step 11, time: 4.85 s, update: 0.56, loss: 1175.19, tv: 363.8
Step 12, time: 4.85 s, update: 0.57, loss: 1118.93, tv: 371.2
Step 13, time: 4.90 s, update: 0.57, loss: 1174.47, tv: 378.3
Step 14, time: 4.88 s, update: 0.57, loss: 1123.38, tv: 385.3
Step 15, time: 4.93 s, update: 0.56, loss: 1109.79, tv: 392.1
Step 16, time: 4.90 s, update: 0.55, loss: 1149.99, tv: 398.7
Step 17, time: 4.85 s, update: 0.55, loss: 1082.17, tv: 405.2
Step 18, time: 4.87 s, update: 0.54, loss: 1135.42, tv: 411.8
Step 19, time: 4.87 s, update: 0.53, loss: 1028.61, tv: 418.5
Step 20, time: 4.86 s, update: 0.52, loss: 1144.12, tv: 425.3
Step 21, time: 4.85 s, update: 0.51, loss: 1098.17, tv: 432.3
Step 22, time: 4.89 s, update: 0.50, loss: 1074.14, tv: 439.3
Step 23, time: 4.88 s, update: 0.49, loss: 1029.21, tv: 446.3
Step 24, time: 4.85 s, update: 0.48, loss: 1089.44, tv: 453.3
Step 25, time: 4.90 s, update: 0.47, loss: 1025.06, tv: 460.3
Step 26, time: 4.83 s, update: 0.47, loss: 1047.99, tv: 467.3
Step 27, time: 4.87 s, update: 0.46, loss: 1113, tv: 474.4
Step 28, time: 4.85 s, update: 0.45, loss: 1039.83, tv: 481.5
Step 29, time: 4.88 s, update: 0.44, loss: 1074.38, tv: 488.7
Step 30, time: 4.90 s, update: 0.43, loss: 1096.09, tv: 495.8
Step 31, time: 4.86 s, update: 0.43, loss: 1078.02, tv: 502.9
Step 32, time: 4.87 s, update: 0.42, loss: 1079.86, tv: 509.9
Step 33, time: 4.94 s, update: 0.41, loss: 1063.4, tv: 516.7
Step 34, time: 4.85 s, update: 0.41, loss: 1049.28, tv: 523.5
Step 35, time: 4.84 s, update: 0.40, loss: 1074.59, tv: 530.1
Step 36, time: 4.86 s, update: 0.40, loss: 1024.05, tv: 536.8
Step 37, time: 4.86 s, update: 0.39, loss: 1016.52, tv: 543.3
Step 38, time: 4.87 s, update: 0.39, loss: 1071.23, tv: 549.8
Step 39, time: 4.87 s, update: 0.38, loss: 1061.41, tv: 556.0
Step 40, time: 4.87 s, update: 0.38, loss: 1033.6, tv: 562.0
Step 41, time: 4.83 s, update: 0.37, loss: 1005.13, tv: 567.8
Step 42, time: 4.89 s, update: 0.37, loss: 1096.25, tv: 573.4
Step 43, time: 4.85 s, update: 0.36, loss: 1041.16, tv: 578.9
Step 44, time: 4.85 s, update: 0.36, loss: 1013.8, tv: 584.2
Step 45, time: 4.85 s, update: 0.36, loss: 1038.85, tv: 589.5
Step 46, time: 4.88 s, update: 0.36, loss: 1006.87, tv: 594.6
Step 47, time: 4.89 s, update: 0.35, loss: 1074.15, tv: 599.6
Step 48, time: 4.86 s, update: 0.35, loss: 990.815, tv: 604.4
Step 49, time: 4.90 s, update: 0.34, loss: 1102.11, tv: 609.0
Step 50, time: 4.90 s, update: 0.34, loss: 974.248, tv: 613.5
Step 51, time: 4.87 s, update: 0.34, loss: 1025.69, tv: 617.9
Step 52, time: 4.92 s, update: 0.33, loss: 1008.8, tv: 622.1
Step 53, time: 4.86 s, update: 0.33, loss: 973.721, tv: 626.3
Step 54, time: 4.85 s, update: 0.33, loss: 989.755, tv: 630.3
Step 55, time: 4.84 s, update: 0.32, loss: 1074.81, tv: 634.2
Step 56, time: 4.89 s, update: 0.32, loss: 979.284, tv: 638.0
Step 57, time: 4.85 s, update: 0.32, loss: 973.299, tv: 641.8
Step 58, time: 4.84 s, update: 0.31, loss: 1035.96, tv: 645.4
Step 59, time: 4.84 s, update: 0.31, loss: 1078.15, tv: 649.0
Step 60, time: 4.85 s, update: 0.31, loss: 1004.21, tv: 652.5
Step 61, time: 4.92 s, update: 0.31, loss: 1029.56, tv: 656.0
Step 62, time: 4.92 s, update: 0.30, loss: 1008.86, tv: 659.4
Step 63, time: 4.90 s, update: 0.30, loss: 1034.72, tv: 662.7
Step 64, time: 4.87 s, update: 0.30, loss: 1002.38, tv: 666.0
--------------------------------------------------------------------------------
top - 04:49:20 up  6:29,  0 users,  load average: 2.00, 2.01, 1.75
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.5%us, 13.3%sy,  0.0%ni, 55.0%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  4679408k used, 58203204k free,   492564k buffers
Swap:        0k total,        0k used,        0k free,  1918432k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   56C    P0    81W / 149W |   2713MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      2700MiB |
11001 python 22.4 794M 635540 1.0 11001 TS - 0 19 0 Ssl wait
11057 python 237 1624M 2738036 4.3 11057 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 31440 0.0 5465 TS - 0 19 0 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 5, image size 1358x1032.

Preprocessing the style image(s)...
Using 3x1 tiles of size 1244x946.
Using 3x1 tiles of size 1244x946.
Using 3x1 tiles of size 1244x946.
Preprocessing the content image(s)...
Step 1, time: 32.64 s, update: 0.11, loss: 810.06, tv: 356.3
Step 2, time: 9.86 s, update: 0.21, loss: 747.992, tv: 359.0
Step 3, time: 9.84 s, update: 0.30, loss: 733.18, tv: 363.8
Step 4, time: 9.85 s, update: 0.36, loss: 782.527, tv: 369.8
Step 5, time: 9.80 s, update: 0.41, loss: 861.375, tv: 376.6
Step 6, time: 9.79 s, update: 0.45, loss: 692.749, tv: 383.6
Step 7, time: 9.81 s, update: 0.47, loss: 688.981, tv: 390.3
Step 8, time: 9.85 s, update: 0.49, loss: 704.618, tv: 396.3
Step 9, time: 9.91 s, update: 0.51, loss: 645.764, tv: 401.5
Step 10, time: 9.77 s, update: 0.52, loss: 637.995, tv: 406.1
Step 11, time: 9.85 s, update: 0.53, loss: 639.852, tv: 410.2
Step 12, time: 9.79 s, update: 0.53, loss: 625.828, tv: 414.0
Step 13, time: 9.74 s, update: 0.53, loss: 588.483, tv: 417.7
Step 14, time: 9.86 s, update: 0.53, loss: 581.968, tv: 421.4
Step 15, time: 9.86 s, update: 0.53, loss: 609.098, tv: 425.0
Step 16, time: 9.80 s, update: 0.52, loss: 567.479, tv: 428.7
Step 17, time: 9.78 s, update: 0.52, loss: 569.404, tv: 432.5
Step 18, time: 9.83 s, update: 0.51, loss: 547.057, tv: 436.3
Step 19, time: 9.85 s, update: 0.50, loss: 546.873, tv: 440.3
Step 20, time: 9.78 s, update: 0.49, loss: 629.023, tv: 444.5
Step 21, time: 9.80 s, update: 0.48, loss: 578.281, tv: 448.8
Step 22, time: 9.74 s, update: 0.47, loss: 605.898, tv: 453.3
Step 23, time: 9.76 s, update: 0.46, loss: 544.06, tv: 457.9
Step 24, time: 9.85 s, update: 0.46, loss: 527.621, tv: 462.7
Step 25, time: 9.75 s, update: 0.45, loss: 564.462, tv: 467.8
Step 26, time: 9.77 s, update: 0.44, loss: 624.549, tv: 472.9
Step 27, time: 9.76 s, update: 0.43, loss: 555.624, tv: 478.2
Step 28, time: 9.86 s, update: 0.42, loss: 529.422, tv: 483.6
Step 29, time: 9.85 s, update: 0.41, loss: 534.551, tv: 489.3
Step 30, time: 9.78 s, update: 0.41, loss: 562.624, tv: 495.0
Step 31, time: 9.76 s, update: 0.40, loss: 571.896, tv: 500.8
Step 32, time: 9.80 s, update: 0.39, loss: 562.776, tv: 506.6
Step 33, time: 9.86 s, update: 0.39, loss: 526.847, tv: 512.5
Step 34, time: 9.87 s, update: 0.38, loss: 511.15, tv: 518.3
Step 35, time: 9.75 s, update: 0.38, loss: 505.712, tv: 524.1
Step 36, time: 9.78 s, update: 0.37, loss: 621.851, tv: 529.9
Step 37, time: 9.78 s, update: 0.36, loss: 580.566, tv: 535.6
Step 38, time: 9.74 s, update: 0.36, loss: 547.083, tv: 541.3
Step 39, time: 9.86 s, update: 0.35, loss: 579.066, tv: 546.9
Step 40, time: 9.77 s, update: 0.35, loss: 551.667, tv: 552.4
Step 41, time: 9.77 s, update: 0.34, loss: 534.682, tv: 557.8
Step 42, time: 9.79 s, update: 0.34, loss: 495.226, tv: 563.0
Step 43, time: 9.78 s, update: 0.33, loss: 592.758, tv: 568.2
Step 44, time: 9.83 s, update: 0.33, loss: 579.966, tv: 573.2
Step 45, time: 9.75 s, update: 0.33, loss: 520.507, tv: 578.1
Step 46, time: 9.81 s, update: 0.32, loss: 569.505, tv: 582.8
Step 47, time: 9.74 s, update: 0.32, loss: 518.128, tv: 587.5
Step 48, time: 9.74 s, update: 0.32, loss: 560.195, tv: 592.1
--------------------------------------------------------------------------------
top - 04:57:33 up  6:37,  0 users,  load average: 2.17, 2.13, 1.92
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.7%us, 13.3%sy,  0.0%ni, 54.8%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  6074856k used, 56807756k free,   492644k buffers
Swap:        0k total,        0k used,        0k free,  2499640k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    69W / 149W |   4068MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      4053MiB |
11001 python 21.4 964M 783036 1.2 11001 TS - 0 19 3 Ssl wait
11057 python 216 2271M 3981952 6.3 11057 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 20856 0.0 5465 TS - 0 19 2 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 6, image size 1920x1459.

Preprocessing the style image(s)...
Using 3x1 tiles of size 1760x1337.
Using 3x1 tiles of size 1760x1337.
Using 3x1 tiles of size 1760x1337.
Preprocessing the content image(s)...
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Using 2x1 tiles of size 960x1459.
Step 1, time: 76.55 s, update: 0.11, loss: 628.556, tv: 318.3
Step 2, time: 20.86 s, update: 0.21, loss: 700.814, tv: 319.7
Step 3, time: 20.80 s, update: 0.29, loss: 657.151, tv: 322.1
Step 4, time: 20.73 s, update: 0.36, loss: 615.129, tv: 325.1
Step 5, time: 20.85 s, update: 0.42, loss: 606.993, tv: 328.4
Step 6, time: 20.81 s, update: 0.45, loss: 623.169, tv: 331.4
Step 7, time: 20.74 s, update: 0.49, loss: 604.343, tv: 333.9
Step 8, time: 20.86 s, update: 0.51, loss: 601.975, tv: 335.8
Step 9, time: 20.67 s, update: 0.53, loss: 603.476, tv: 337.0
Step 10, time: 20.73 s, update: 0.55, loss: 567.628, tv: 337.6
Step 11, time: 20.84 s, update: 0.56, loss: 537.429, tv: 337.9
Step 12, time: 20.82 s, update: 0.57, loss: 604.853, tv: 337.8
Step 13, time: 20.79 s, update: 0.57, loss: 558.222, tv: 337.4
Step 14, time: 20.87 s, update: 0.58, loss: 536.482, tv: 336.9
Step 15, time: 20.77 s, update: 0.58, loss: 542.661, tv: 336.3
Step 16, time: 20.85 s, update: 0.57, loss: 552.615, tv: 335.7
Step 17, time: 20.74 s, update: 0.57, loss: 544.275, tv: 335.3
Step 18, time: 20.73 s, update: 0.56, loss: 527.741, tv: 335.1
Step 19, time: 20.81 s, update: 0.56, loss: 520.075, tv: 335.0
Step 20, time: 20.91 s, update: 0.55, loss: 508.567, tv: 335.3
Step 21, time: 20.77 s, update: 0.54, loss: 518.945, tv: 335.7
Step 22, time: 20.85 s, update: 0.53, loss: 521.085, tv: 336.5
Step 23, time: 20.74 s, update: 0.53, loss: 520.894, tv: 337.5
Step 24, time: 20.89 s, update: 0.52, loss: 511.016, tv: 338.7
--------------------------------------------------------------------------------
top - 05:06:48 up  6:46,  0 users,  load average: 2.10, 2.16, 2.03
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.9%us, 13.4%sy,  0.0%ni, 54.7%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  7974808k used, 54907804k free,   492748k buffers
Swap:        0k total,        0k used,        0k free,  3570320k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    69W / 149W |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      6545MiB |
11001 python 22.7 1165M 936424 1.4 11001 TS - 0 19 2 Ssl wait
11057 python 203 2913M 5709652 9.0 11057 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18960 0.0 5465 TS - 0 19 2 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 7, image size 2715x2063.

Preprocessing the style image(s)...
Using 5x2 tiles of size 1493x945.
Using 5x2 tiles of size 1493x945.
Using 5x2 tiles of size 1493x945.
Preprocessing the content image(s)...
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Step 1, time: 150.10 s, update: 0.12, loss: 587.97, tv: 179.6
Step 2, time: 42.11 s, update: 0.22, loss: 590.615, tv: 179.2
Step 3, time: 42.03 s, update: 0.31, loss: 605.581, tv: 179.0
Step 4, time: 42.04 s, update: 0.39, loss: 574.143, tv: 179.3
Step 5, time: 42.05 s, update: 0.45, loss: 581.555, tv: 180.0
Step 6, time: 42.06 s, update: 0.49, loss: 522.681, tv: 181.0
Step 7, time: 42.17 s, update: 0.51, loss: 584.558, tv: 182.4
Step 8, time: 42.10 s, update: 0.53, loss: 531.518, tv: 183.9
Step 9, time: 42.10 s, update: 0.55, loss: 562.485, tv: 185.4
Step 10, time: 42.19 s, update: 0.55, loss: 530.526, tv: 186.9
Step 11, time: 42.24 s, update: 0.56, loss: 499.56, tv: 188.4
Step 12, time: 42.20 s, update: 0.57, loss: 515.743, tv: 189.9
--------------------------------------------------------------------------------
top - 05:17:02 up  6:56,  0 users,  load average: 2.10, 2.17, 2.07
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.0%us, 13.4%sy,  0.0%ni, 54.6%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  9356256k used, 53526356k free,   492832k buffers
Swap:        0k total,        0k used,        0k free,  3570320k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    69W / 149W |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      6545MiB |
11001 python 24.6 1471M 1210016 1.9 11001 TS - 0 19 2 Ssl wait
11057 python 194 3992M 6814364 10.8 11057 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18888 0.0 5465 TS - 0 19 2 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 8, image size 3840x2918.

Preprocessing the style image(s)...
Using 6x2 tiles of size 1760x1337.
Using 6x2 tiles of size 1760x1337.
Using 6x2 tiles of size 1760x1337.
Preprocessing the content image(s)...
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Using 3x2 tiles of size 1280x1459.
Step 1, time: 291.32 s, update: 0.15, loss: 492.972, tv: 98.6
--------------------------------------------------------------------------------
top - 05:21:53 up  7:01,  0 users,  load average: 2.08, 1.99, 2.01
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.9%us, 13.4%sy,  0.0%ni, 54.6%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total, 10806912k used, 52075700k free,   492888k buffers
Swap:        0k total,        0k used,        0k free,  3571264k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    69W / 149W |   6564MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     11057      C   python                                      6547MiB |
11001 python 28.7 1981M 1718820 2.7 11001 TS - 0 19 2 Ssl wait
11057 python 183 4908M 7753536 12.3 11057 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18888 0.0 5465 TS - 0 19 2 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------
Image saved at path : /home/ec2-user/Neural/_Output_/Specification_20191024_221845_009/Specification_20191024_221845_009_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_009/Specification_20191024_221845_009.png.
Run 191025_044207 ending after 40m 1.112s.
2019-10-25 05:22:08,505 INFO RenderTime: 2403
2019-10-25 05:25:37,377 INFO ProjectTime: 2828
2019-10-25 05:25:37,377 INFO ProjectCost: 0.71

Specification_20191024_221845_009_P_Print


Specification_20191024_221845_009_S_Style_001


Specification_20191024_221845_009_S_Style_002


Specification_20191024_221845_009_S_Style_003


Specification_20191024_221845_009_Spectrogram