Specification_20191024_221845_002

Specification_20191024_221845_002

Specification_20191024_221845_002

Specification_20191024_221845_002

Specification_20191024_221845_002_C_Content

Specification_20191024_221845_002_Credits

Specification_20191024_221845_002
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_02.jpg
Styles: Specification_20191024_221845_005_003.jpg, Specification_20191024_221845_005_001.jpg, Specification_20191024_221845_002_001.jpg
Render Time: 00:40:04
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_002_Deconstructed

Specification_20191024_221845_002_Deconstructed_Spectrogram

Specification_20191024_221845_002_E_Enhanced

Specification_20191024_221845_002_Log

2019-10-24 23:09:15,124 INFO SpecificatonCanvas-02_02.jpg
2019-10-24 23:09:20,653 INFO Specification_20191024_221845_002_C_Content.png
2019-10-24 23:09:20,653 INFO Specification_20191024_221845_005_003.jpg
2019-10-24 23:10:17,055 INFO Specification_20191024_221845_002_S_Style_001.png
2019-10-24 23:10:17,055 INFO Specification_20191024_221845_005_001.jpg
2019-10-24 23:11:13,383 INFO Specification_20191024_221845_002_S_Style_002.png
2019-10-24 23:11:13,383 INFO Specification_20191024_221845_002_001.jpg
2019-10-24 23:12:11,758 INFO Specification_20191024_221845_002_S_Style_003.png
2019-10-24 23:12:11,758 INFO Packaging Project: Specification_20191024_221845_002
2019-10-24 23:12:40,392 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_S_Style_003.png' --project 'Specification_20191024_221845_002' --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
2019-10-24 23:52:44,807 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_002/Specification_20191024_221845_002_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_002/Specification_20191024_221845_002_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_002'
        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_002/Specification_20191024_221845_002_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_002/Specification_20191024_221845_002_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 191024_231242 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: 34150.5, tv: 1292.2
Step 2, time: 0.67 s, update: 1.05, loss: 20460.6, tv: 1270.0
--------------------------------------------------------------------------------
top - 23:12:50 up 52 min,  0 users,  load average: 0.45, 0.55, 1.20
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 28.4%us, 12.0%sy,  0.0%ni, 59.1%id,  0.1%wa,  0.0%hi,  0.0%si,  0.4%st
Mem:  62882612k total,  2647976k used, 60234636k free,    64328k buffers
Swap:        0k total,        0k used,        0k free,  1113432k 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    74W / 149W |    976MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6606      C   python                                       963MiB |
6550 python 77.3 796M 664508 1.0 6550 TS - 0 19 3 Ssl wait
6606 python 138 1052M 1406832 2.2 6606 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 113M 32932 0.0 5465 TS - 0 19 1 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: 5.69 s, update: 0.80, loss: 8443.23, tv: 660.4
Step 2, time: 1.34 s, update: 1.09, loss: 6275.08, tv: 657.0
Step 3, time: 1.27 s, update: 1.26, loss: 4968.62, tv: 659.1
Step 4, time: 1.27 s, update: 1.37, loss: 3819.36, tv: 667.5
Step 5, time: 1.32 s, update: 1.43, loss: 3735.63, tv: 681.1
Step 6, time: 1.28 s, update: 1.45, loss: 3525.22, tv: 697.3
Step 7, time: 1.28 s, update: 1.43, loss: 3428.52, tv: 713.1
Step 8, time: 1.27 s, update: 1.39, loss: 3235.64, tv: 726.2
--------------------------------------------------------------------------------
top - 23:13:05 up 52 min,  0 users,  load average: 1.03, 0.67, 1.23
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 28.5%us, 12.1%sy,  0.0%ni, 58.9%id,  0.1%wa,  0.0%hi,  0.0%si,  0.4%st
Mem:  62882612k total,  2933968k used, 59948644k free,    64360k buffers
Swap:        0k total,        0k used,        0k free,  1362192k 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      6606      C   python                                      1543MiB |
6550 python 55.0 750M 610836 0.9 6550 TS - 0 19 2 Ssl wait
6606 python 206 1135M 1740460 2.7 6606 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 113M 32932 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 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: 9.17 s, update: 0.37, loss: 3157.23, tv: 391.6
Step 2, time: 2.44 s, update: 0.66, loss: 2498.7, tv: 394.4
Step 3, time: 2.48 s, update: 0.89, loss: 2127.87, tv: 401.9
Step 4, time: 2.41 s, update: 1.05, loss: 2075.94, tv: 415.6
Step 5, time: 2.45 s, update: 1.14, loss: 1847.04, tv: 434.6
Step 6, time: 2.49 s, update: 1.17, loss: 2036.77, tv: 456.9
Step 7, time: 2.50 s, update: 1.15, loss: 1799.48, tv: 479.8
Step 8, time: 2.48 s, update: 1.11, loss: 1801.8, tv: 500.9
Step 9, time: 2.43 s, update: 1.06, loss: 1644, tv: 518.4
Step 10, time: 2.49 s, update: 1.01, loss: 1754.43, tv: 531.7
Step 11, time: 2.48 s, update: 0.96, loss: 1602.43, tv: 541.1
Step 12, time: 2.47 s, update: 0.93, loss: 1872.57, tv: 547.7
Step 13, time: 2.48 s, update: 0.90, loss: 1613.67, tv: 552.3
Step 14, time: 2.48 s, update: 0.87, loss: 1772.24, tv: 555.8
Step 15, time: 2.50 s, update: 0.85, loss: 1575.56, tv: 558.8
Step 16, time: 2.49 s, update: 0.83, loss: 1530.85, tv: 561.5
Step 17, time: 2.50 s, update: 0.81, loss: 1795.02, tv: 564.0
Step 18, time: 2.48 s, update: 0.79, loss: 1632.99, tv: 566.5
Step 19, time: 2.49 s, update: 0.77, loss: 1527.9, tv: 569.0
Step 20, time: 2.49 s, update: 0.76, loss: 1430.32, tv: 571.7
Step 21, time: 2.41 s, update: 0.75, loss: 1544.74, tv: 574.5
Step 22, time: 2.42 s, update: 0.73, loss: 1475.3, tv: 577.3
Step 23, time: 2.42 s, update: 0.72, loss: 1369.64, tv: 579.8
Step 24, time: 2.49 s, update: 0.71, loss: 1567.65, tv: 582.3
Step 25, time: 2.48 s, update: 0.70, loss: 1459.09, tv: 584.7
Step 26, time: 2.48 s, update: 0.69, loss: 1475.43, tv: 587.4
Step 27, time: 2.48 s, update: 0.68, loss: 1490.09, tv: 590.3
Step 28, time: 2.50 s, update: 0.67, loss: 1540.17, tv: 593.5
Step 29, time: 2.49 s, update: 0.66, loss: 1464.25, tv: 596.8
Step 30, time: 2.50 s, update: 0.65, loss: 1407.52, tv: 600.4
Step 31, time: 2.51 s, update: 0.64, loss: 1381.06, tv: 604.2
Step 32, time: 2.50 s, update: 0.63, loss: 1640.62, tv: 607.8
--------------------------------------------------------------------------------
top - 23:14:31 up 54 min,  0 users,  load average: 2.08, 1.09, 1.33
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 28.9%us, 12.5%sy,  0.0%ni, 58.1%id,  0.1%wa,  0.0%hi,  0.0%si,  0.4%st
Mem:  62882612k total,  3138144k used, 59744468k free,    64384k buffers
Swap:        0k total,        0k used,        0k free,  1364484k 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      6606      C   python                                      1547MiB |
6550 python 30.0 791M 645864 1.0 6550 TS - 0 19 1 Ssl wait
6606 python 256 1297M 1909020 3.0 6606 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 113M 32932 0.0 5465 TS - 0 19 1 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: 16.88 s, update: 0.14, loss: 1767.14, tv: 322.0
Step 2, time: 4.88 s, update: 0.27, loss: 1506.91, tv: 325.9
Step 3, time: 4.87 s, update: 0.40, loss: 1261.99, tv: 333.9
Step 4, time: 4.87 s, update: 0.50, loss: 1155.08, tv: 345.8
Step 5, time: 4.90 s, update: 0.56, loss: 1300.19, tv: 360.3
Step 6, time: 4.92 s, update: 0.59, loss: 1315.84, tv: 375.6
Step 7, time: 4.90 s, update: 0.61, loss: 1104.45, tv: 390.4
Step 8, time: 4.84 s, update: 0.61, loss: 1019.3, tv: 403.6
Step 9, time: 4.84 s, update: 0.62, loss: 937.553, tv: 415.1
Step 10, time: 4.91 s, update: 0.62, loss: 1047.71, tv: 425.0
Step 11, time: 4.86 s, update: 0.62, loss: 921.372, tv: 433.6
Step 12, time: 4.88 s, update: 0.62, loss: 830.653, tv: 441.2
Step 13, time: 4.93 s, update: 0.62, loss: 891.747, tv: 448.0
Step 14, time: 4.91 s, update: 0.62, loss: 826.656, tv: 454.5
Step 15, time: 4.93 s, update: 0.61, loss: 826.834, tv: 460.6
Step 16, time: 4.95 s, update: 0.61, loss: 803.593, tv: 466.8
Step 17, time: 4.84 s, update: 0.60, loss: 770.914, tv: 473.1
Step 18, time: 4.86 s, update: 0.60, loss: 801.774, tv: 479.7
Step 19, time: 4.87 s, update: 0.59, loss: 677.913, tv: 486.5
Step 20, time: 4.86 s, update: 0.58, loss: 776.294, tv: 493.6
Step 21, time: 4.86 s, update: 0.57, loss: 717.238, tv: 500.7
Step 22, time: 4.86 s, update: 0.56, loss: 735.969, tv: 507.9
Step 23, time: 4.87 s, update: 0.55, loss: 705.618, tv: 515.3
Step 24, time: 4.86 s, update: 0.54, loss: 694.893, tv: 522.9
Step 25, time: 4.88 s, update: 0.53, loss: 671.826, tv: 530.7
Step 26, time: 4.86 s, update: 0.52, loss: 688.828, tv: 538.7
Step 27, time: 4.90 s, update: 0.51, loss: 688.168, tv: 546.8
Step 28, time: 4.87 s, update: 0.50, loss: 644.79, tv: 554.9
Step 29, time: 4.94 s, update: 0.49, loss: 661.008, tv: 563.0
Step 30, time: 4.85 s, update: 0.48, loss: 773.616, tv: 571.1
Step 31, time: 4.90 s, update: 0.47, loss: 705.277, tv: 579.3
Step 32, time: 4.89 s, update: 0.46, loss: 761.641, tv: 587.4
Step 33, time: 4.91 s, update: 0.45, loss: 745.678, tv: 595.3
Step 34, time: 4.86 s, update: 0.44, loss: 701.119, tv: 603.1
Step 35, time: 4.87 s, update: 0.43, loss: 659.511, tv: 610.8
Step 36, time: 4.91 s, update: 0.43, loss: 654.268, tv: 618.3
Step 37, time: 4.88 s, update: 0.42, loss: 641.954, tv: 625.7
Step 38, time: 4.93 s, update: 0.41, loss: 753.01, tv: 633.0
Step 39, time: 4.92 s, update: 0.40, loss: 648.866, tv: 640.1
Step 40, time: 4.86 s, update: 0.40, loss: 663.804, tv: 647.0
Step 41, time: 4.89 s, update: 0.39, loss: 650.812, tv: 653.9
Step 42, time: 4.91 s, update: 0.38, loss: 667.939, tv: 660.6
Step 43, time: 4.89 s, update: 0.38, loss: 703.598, tv: 667.0
Step 44, time: 4.89 s, update: 0.37, loss: 665.948, tv: 673.3
Step 45, time: 4.91 s, update: 0.37, loss: 707.793, tv: 679.3
Step 46, time: 4.89 s, update: 0.36, loss: 655.969, tv: 685.2
Step 47, time: 4.91 s, update: 0.36, loss: 736.978, tv: 690.9
Step 48, time: 4.90 s, update: 0.35, loss: 662.269, tv: 696.4
Step 49, time: 4.90 s, update: 0.35, loss: 674.609, tv: 701.8
Step 50, time: 4.86 s, update: 0.35, loss: 630.242, tv: 707.0
Step 51, time: 4.87 s, update: 0.34, loss: 635.038, tv: 712.0
Step 52, time: 4.95 s, update: 0.34, loss: 613.996, tv: 716.7
Step 53, time: 4.89 s, update: 0.33, loss: 606.637, tv: 721.2
Step 54, time: 4.91 s, update: 0.33, loss: 635.824, tv: 725.5
Step 55, time: 4.91 s, update: 0.32, loss: 733.656, tv: 729.6
Step 56, time: 4.87 s, update: 0.32, loss: 587.99, tv: 733.6
Step 57, time: 4.87 s, update: 0.32, loss: 641.359, tv: 737.5
Step 58, time: 4.88 s, update: 0.31, loss: 627.119, tv: 741.3
Step 59, time: 4.90 s, update: 0.31, loss: 658.081, tv: 745.0
Step 60, time: 4.87 s, update: 0.31, loss: 648.976, tv: 748.6
Step 61, time: 4.85 s, update: 0.30, loss: 693.113, tv: 752.1
Step 62, time: 4.89 s, update: 0.30, loss: 612.527, tv: 755.5
Step 63, time: 4.85 s, update: 0.30, loss: 701.045, tv: 758.9
Step 64, time: 4.86 s, update: 0.29, loss: 653.624, tv: 762.0
--------------------------------------------------------------------------------
top - 23:19:55 up 59 min,  0 users,  load average: 2.58, 2.09, 1.71
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.2%us, 13.1%sy,  0.0%ni, 56.2%id,  0.1%wa,  0.0%hi,  0.0%si,  0.4%st
Mem:  62882612k total,  3965992k used, 58916620k free,    64436k buffers
Swap:        0k total,        0k used,        0k free,  1858856k 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   55C    P0    81W / 149W |   2713MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6606      C   python                                      2700MiB |
6550 python 22.4 794M 635492 1.0 6550 TS - 0 19 3 Ssl wait
6606 python 237 1624M 2738108 4.3 6606 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 113M 32932 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: 32.78 s, update: 0.13, loss: 937.748, tv: 407.6
Step 2, time: 9.82 s, update: 0.24, loss: 822.528, tv: 412.3
Step 3, time: 9.84 s, update: 0.35, loss: 816.885, tv: 420.5
Step 4, time: 9.90 s, update: 0.42, loss: 980.81, tv: 430.4
Step 5, time: 9.84 s, update: 0.48, loss: 876.757, tv: 441.3
Step 6, time: 9.80 s, update: 0.51, loss: 719.027, tv: 452.2
Step 7, time: 9.79 s, update: 0.54, loss: 750.302, tv: 461.9
Step 8, time: 9.77 s, update: 0.55, loss: 729.827, tv: 470.2
Step 9, time: 9.88 s, update: 0.56, loss: 668.433, tv: 477.1
Step 10, time: 9.80 s, update: 0.57, loss: 632.509, tv: 482.5
Step 11, time: 9.79 s, update: 0.57, loss: 676.3, tv: 486.8
Step 12, time: 9.78 s, update: 0.56, loss: 594.436, tv: 490.1
Step 13, time: 9.72 s, update: 0.56, loss: 564.497, tv: 492.9
Step 14, time: 9.85 s, update: 0.56, loss: 557.024, tv: 495.4
Step 15, time: 9.81 s, update: 0.55, loss: 638.263, tv: 498.0
Step 16, time: 9.81 s, update: 0.55, loss: 568.669, tv: 500.6
Step 17, time: 9.83 s, update: 0.54, loss: 541.585, tv: 503.6
Step 18, time: 9.80 s, update: 0.53, loss: 535.952, tv: 507.0
Step 19, time: 9.91 s, update: 0.53, loss: 490.208, tv: 510.8
Step 20, time: 9.83 s, update: 0.52, loss: 628.756, tv: 514.9
Step 21, time: 9.77 s, update: 0.51, loss: 548.176, tv: 519.3
Step 22, time: 9.79 s, update: 0.50, loss: 593.788, tv: 524.2
Step 23, time: 9.79 s, update: 0.49, loss: 489.085, tv: 529.5
Step 24, time: 9.86 s, update: 0.48, loss: 497.771, tv: 535.2
Step 25, time: 9.74 s, update: 0.47, loss: 534.867, tv: 541.3
Step 26, time: 9.81 s, update: 0.46, loss: 619.696, tv: 547.6
Step 27, time: 9.78 s, update: 0.45, loss: 521.133, tv: 554.0
Step 28, time: 9.81 s, update: 0.44, loss: 455.098, tv: 560.6
Step 29, time: 9.86 s, update: 0.43, loss: 452.279, tv: 567.4
Step 30, time: 9.81 s, update: 0.42, loss: 514.202, tv: 574.3
Step 31, time: 9.78 s, update: 0.41, loss: 535.687, tv: 581.2
Step 32, time: 9.79 s, update: 0.40, loss: 508.059, tv: 588.2
Step 33, time: 9.84 s, update: 0.39, loss: 479.818, tv: 595.1
Step 34, time: 9.88 s, update: 0.38, loss: 451.921, tv: 602.1
Step 35, time: 9.83 s, update: 0.38, loss: 439.18, tv: 608.9
Step 36, time: 9.79 s, update: 0.37, loss: 625.55, tv: 615.7
Step 37, time: 9.80 s, update: 0.36, loss: 532.987, tv: 622.4
Step 38, time: 9.81 s, update: 0.35, loss: 464.27, tv: 629.0
Step 39, time: 9.76 s, update: 0.35, loss: 465.593, tv: 635.5
Step 40, time: 9.77 s, update: 0.34, loss: 489.068, tv: 641.9
Step 41, time: 9.83 s, update: 0.34, loss: 463.612, tv: 648.2
Step 42, time: 9.80 s, update: 0.33, loss: 409.604, tv: 654.4
Step 43, time: 9.78 s, update: 0.33, loss: 513.659, tv: 660.3
Step 44, time: 9.79 s, update: 0.32, loss: 547.105, tv: 666.1
Step 45, time: 9.77 s, update: 0.32, loss: 465.968, tv: 671.7
Step 46, time: 9.73 s, update: 0.31, loss: 517.428, tv: 677.0
Step 47, time: 9.81 s, update: 0.31, loss: 446.238, tv: 682.3
Step 48, time: 9.82 s, update: 0.30, loss: 492.404, tv: 687.5
--------------------------------------------------------------------------------
top - 23:28:09 up  1:07,  0 users,  load average: 2.16, 2.30, 1.99
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.5%us, 13.3%sy,  0.0%ni, 54.9%id,  0.1%wa,  0.0%hi,  0.0%si,  0.3%st
Mem:  62882612k total,  5365060k used, 57517552k free,    64528k buffers
Swap:        0k total,        0k used,        0k free,  2440060k 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      6606      C   python                                      4053MiB |
6550 python 21.4 964M 785728 1.2 6550 TS - 0 19 1 Ssl wait
6606 python 216 2271M 3982020 6.3 6606 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 113M 21348 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 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: 76.74 s, update: 0.13, loss: 746.058, tv: 370.0
Step 2, time: 20.88 s, update: 0.23, loss: 757.982, tv: 372.4
Step 3, time: 20.79 s, update: 0.31, loss: 708.423, tv: 376.7
Step 4, time: 20.82 s, update: 0.38, loss: 699.956, tv: 381.8
Step 5, time: 20.81 s, update: 0.43, loss: 678.044, tv: 387.3
Step 6, time: 20.75 s, update: 0.47, loss: 645.88, tv: 392.4
Step 7, time: 20.79 s, update: 0.51, loss: 665.005, tv: 396.5
Step 8, time: 20.87 s, update: 0.53, loss: 680.209, tv: 399.6
Step 9, time: 20.74 s, update: 0.55, loss: 677.736, tv: 401.6
Step 10, time: 20.85 s, update: 0.56, loss: 655.005, tv: 402.8
Step 11, time: 20.85 s, update: 0.57, loss: 600.998, tv: 403.2
Step 12, time: 20.81 s, update: 0.57, loss: 681.81, tv: 403.1
Step 13, time: 20.73 s, update: 0.57, loss: 629.222, tv: 402.5
Step 14, time: 20.88 s, update: 0.57, loss: 602.317, tv: 401.5
Step 15, time: 20.88 s, update: 0.57, loss: 575.177, tv: 400.2
Step 16, time: 20.79 s, update: 0.56, loss: 641.942, tv: 398.9
Step 17, time: 20.95 s, update: 0.56, loss: 658.203, tv: 397.8
Step 18, time: 20.79 s, update: 0.56, loss: 638, tv: 396.9
Step 19, time: 20.80 s, update: 0.56, loss: 583.789, tv: 396.4
Step 20, time: 20.94 s, update: 0.56, loss: 602.148, tv: 396.3
Step 21, time: 20.80 s, update: 0.56, loss: 588.603, tv: 396.6
Step 22, time: 20.85 s, update: 0.55, loss: 682.484, tv: 397.5
Step 23, time: 20.79 s, update: 0.55, loss: 564.174, tv: 398.8
Step 24, time: 20.80 s, update: 0.55, loss: 575.745, tv: 400.6
--------------------------------------------------------------------------------
top - 23:37:25 up  1:17,  0 users,  load average: 1.46, 1.99, 1.99
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.2%us, 13.5%sy,  0.0%ni, 54.0%id,  0.1%wa,  0.0%hi,  0.0%si,  0.3%st
Mem:  62882612k total,  7263204k used, 55619408k free,    64612k buffers
Swap:        0k total,        0k used,        0k free,  3510740k 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      6606      C   python                                      6545MiB |
6550 python 22.7 1167M 939116 1.4 6550 TS - 0 19 0 Ssl wait
6606 python 203 2913M 5709724 9.0 6606 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 113M 18604 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 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: 149.91 s, update: 0.14, loss: 685.632, tv: 213.2
Step 2, time: 42.26 s, update: 0.24, loss: 694.968, tv: 213.2
Step 3, time: 42.18 s, update: 0.33, loss: 682.664, tv: 213.8
Step 4, time: 42.13 s, update: 0.40, loss: 648.222, tv: 215.3
Step 5, time: 42.11 s, update: 0.45, loss: 614.329, tv: 217.3
Step 6, time: 42.17 s, update: 0.48, loss: 554.476, tv: 219.6
Step 7, time: 42.26 s, update: 0.50, loss: 633.455, tv: 222.1
Step 8, time: 42.12 s, update: 0.52, loss: 567.524, tv: 224.4
Step 9, time: 41.99 s, update: 0.52, loss: 599.011, tv: 226.4
Step 10, time: 42.21 s, update: 0.53, loss: 555.117, tv: 228.2
Step 11, time: 42.14 s, update: 0.53, loss: 526.531, tv: 229.7
Step 12, time: 42.15 s, update: 0.52, loss: 518.547, tv: 231.0
--------------------------------------------------------------------------------
top - 23:47:38 up  1:27,  0 users,  load average: 2.11, 2.11, 2.05
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.6%us, 13.6%sy,  0.0%ni, 53.5%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  8644728k used, 54237884k free,    64708k buffers
Swap:        0k total,        0k used,        0k free,  3510740k 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 |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6606      C   python                                      6545MiB |
6550 python 24.6 1473M 1212704 1.9 6550 TS - 0 19 0 Ssl wait
6606 python 194 3992M 6814432 10.8 6606 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18428 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 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: 291.60 s, update: 0.13, loss: 650.347, tv: 120.2
--------------------------------------------------------------------------------
top - 23:52:30 up  1:32,  0 users,  load average: 1.61, 1.74, 1.90
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.3%us, 13.6%sy,  0.0%ni, 53.8%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total, 10095240k used, 52787372k free,    64768k buffers
Swap:        0k total,        0k used,        0k free,  3511684k 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   54C    P0    76W / 149W |   6564MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6606      C   python                                      6547MiB |
6550 python 28.7 1983M 1721508 2.7 6550 TS - 0 19 2 Ssl wait
6606 python 183 4908M 7753608 12.3 6606 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18676 0.0 5465 TS - 0 19 1 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_002/Specification_20191024_221845_002_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_002/Specification_20191024_221845_002.png.
Run 191024_231242 ending after 40m 2.482s.
2019-10-24 23:52:44,807 INFO RenderTime: 2404
2019-10-24 23:56:02,333 INFO ProjectTime: 2807
2019-10-24 23:56:02,333 INFO ProjectCost: 0.70

Specification_20191024_221845_002_P_Print

Specification_20191024_221845_002_S_Style_001

Specification_20191024_221845_002_S_Style_002

Specification_20191024_221845_002_S_Style_003

Specification_20191024_221845_002_Spectrogram

All rights reserved. © 2019 Dennis Kirschenmann