Specification_20191024_221845_001

Specification_20191024_221845_001

Specification_20191024_221845_001

Specification_20191024_221845_001

Specification_20191024_221845_001_C_Content

Specification_20191024_221845_001_Credits

Specification_20191024_221845_001
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_01.jpg
Styles: Specification_20191024_221845_002_003.jpg, Specification_20191024_221845_004_002.jpg, Specification_20191024_221845_012_001.jpg
Render Time: 00:40:06
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_001_Deconstructed

Specification_20191024_221845_001_Deconstructed_Spectrogram

Specification_20191024_221845_001_E_Enhanced

Specification_20191024_221845_001_Log

2019-10-24 22:22:24,950 INFO SpecificatonCanvas-02_01.jpg
2019-10-24 22:22:30,353 INFO Specification_20191024_221845_001_C_Content.png
2019-10-24 22:22:30,353 INFO Specification_20191024_221845_002_003.jpg
2019-10-24 22:23:44,274 INFO Specification_20191024_221845_001_S_Style_001.png
2019-10-24 22:23:44,275 INFO Specification_20191024_221845_004_002.jpg
2019-10-24 22:24:31,949 INFO Specification_20191024_221845_001_S_Style_002.png
2019-10-24 22:24:31,949 INFO Specification_20191024_221845_012_001.jpg
2019-10-24 22:25:26,078 INFO Specification_20191024_221845_001_S_Style_003.png
2019-10-24 22:25:26,079 INFO Packaging Project: Specification_20191024_221845_001
2019-10-24 22:25:56,198 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_S_Style_003.png' --project 'Specification_20191024_221845_001' --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 23:06:02,371 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_001/Specification_20191024_221845_001_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_001/Specification_20191024_221845_001_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_001'
        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_001/Specification_20191024_221845_001_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_001/Specification_20191024_221845_001_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_222559 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: 26129.4, tv: 685.1
Step 2, time: 0.66 s, update: 0.97, loss: 24054.9, tv: 686.4
--------------------------------------------------------------------------------
top - 22:26:10 up 5 min,  0 users,  load average: 0.20, 0.06, 0.01
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s):  1.6%us,  0.8%sy,  0.0%ni, 93.5%id,  0.6%wa,  0.0%hi,  0.0%si,  3.4%st
Mem:  62882612k total,  2663876k used, 60218736k free,    63656k buffers
Swap:        0k total,        0k used,        0k free,  1135692k 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   39C    P0    72W / 149W |    976MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6009      C   python                                       963MiB |
5953 python 57.1 796M 664004 1.0 5953 TS - 0 19 3 Ssl wait
6009 python 86.2 1052M 1405092 2.2 6009 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.1 108M 27648 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 2, image size 480x365.

Preprocessing the style image(s)...
Preprocessing the content image(s)...
Step 1, time: 5.69 s, update: 0.75, loss: 11614.3, tv: 365.1
Step 2, time: 1.27 s, update: 0.99, loss: 11228.8, tv: 380.1
Step 3, time: 1.27 s, update: 1.12, loss: 10772.6, tv: 405.1
Step 4, time: 1.31 s, update: 1.20, loss: 10169.9, tv: 440.2
Step 5, time: 1.32 s, update: 1.21, loss: 9976.53, tv: 483.3
Step 6, time: 1.35 s, update: 1.17, loss: 10000.7, tv: 530.5
Step 7, time: 1.31 s, update: 1.09, loss: 10029.9, tv: 577.4
Step 8, time: 1.31 s, update: 1.00, loss: 9871.48, tv: 620.1
--------------------------------------------------------------------------------
top - 22:26:25 up 6 min,  0 users,  load average: 0.84, 0.21, 0.06
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s):  3.2%us,  1.8%sy,  0.0%ni, 91.1%id,  0.6%wa,  0.0%hi,  0.0%si,  3.3%st
Mem:  62882612k total,  2949688k used, 59932924k free,    63692k buffers
Swap:        0k total,        0k used,        0k free,  1384972k 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      6009      C   python                                      1543MiB |
5953 python 48.2 750M 610328 0.9 5953 TS - 0 19 3 Ssl wait
6009 python 182 1135M 1738720 2.7 6009 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.1 108M 27864 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 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: 9.15 s, update: 0.27, loss: 5317.17, tv: 336.6
Step 2, time: 2.45 s, update: 0.49, loss: 4765.06, tv: 341.9
Step 3, time: 2.41 s, update: 0.67, loss: 4290.77, tv: 352.0
Step 4, time: 2.49 s, update: 0.81, loss: 4114.17, tv: 367.9
Step 5, time: 2.49 s, update: 0.90, loss: 3933.27, tv: 389.3
Step 6, time: 2.48 s, update: 0.94, loss: 4060.83, tv: 415.0
Step 7, time: 2.52 s, update: 0.93, loss: 3945.44, tv: 442.8
Step 8, time: 2.51 s, update: 0.90, loss: 3900.72, tv: 470.6
Step 9, time: 2.51 s, update: 0.86, loss: 3692.04, tv: 496.1
Step 10, time: 2.51 s, update: 0.81, loss: 3769.05, tv: 518.0
Step 11, time: 2.48 s, update: 0.76, loss: 3613.2, tv: 535.6
Step 12, time: 2.51 s, update: 0.73, loss: 3823.23, tv: 549.0
Step 13, time: 2.51 s, update: 0.70, loss: 3765.96, tv: 559.1
Step 14, time: 2.49 s, update: 0.68, loss: 3815.49, tv: 566.8
Step 15, time: 2.49 s, update: 0.66, loss: 3752.96, tv: 573.1
Step 16, time: 2.48 s, update: 0.65, loss: 3731.34, tv: 578.9
Step 17, time: 2.49 s, update: 0.65, loss: 3864.82, tv: 584.6
Step 18, time: 2.41 s, update: 0.64, loss: 3841.19, tv: 590.4
Step 19, time: 2.49 s, update: 0.63, loss: 3905.27, tv: 596.2
Step 20, time: 2.49 s, update: 0.63, loss: 3842.15, tv: 601.9
Step 21, time: 2.50 s, update: 0.62, loss: 3921.92, tv: 607.4
Step 22, time: 2.49 s, update: 0.61, loss: 3920.27, tv: 612.8
Step 23, time: 2.50 s, update: 0.60, loss: 3900.18, tv: 618.2
Step 24, time: 2.52 s, update: 0.59, loss: 3937.09, tv: 623.7
Step 25, time: 2.53 s, update: 0.58, loss: 3874.86, tv: 629.2
Step 26, time: 2.51 s, update: 0.57, loss: 3896.69, tv: 634.7
Step 27, time: 2.51 s, update: 0.56, loss: 3905.9, tv: 640.1
Step 28, time: 2.51 s, update: 0.55, loss: 3926.42, tv: 645.5
Step 29, time: 2.50 s, update: 0.54, loss: 3879.03, tv: 650.7
Step 30, time: 2.50 s, update: 0.53, loss: 3822.81, tv: 655.8
Step 31, time: 2.51 s, update: 0.52, loss: 3823.76, tv: 660.9
Step 32, time: 2.50 s, update: 0.51, loss: 4047.5, tv: 665.9
--------------------------------------------------------------------------------
top - 22:27:52 up 7 min,  0 users,  load average: 1.11, 0.47, 0.17
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 10.9%us,  6.5%sy,  0.0%ni, 79.4%id,  0.5%wa,  0.0%hi,  0.0%si,  2.7%st
Mem:  62882612k total,  3154872k used, 59727740k free,    63716k buffers
Swap:        0k total,        0k used,        0k free,  1387060k 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   52C    P0    75W / 149W |   1560MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6009      C   python                                      1547MiB |
5953 python 28.8 791M 645360 1.0 5953 TS - 0 19 3 Ssl wait
6009 python 248 1297M 1907280 3.0 6009 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.1 108M 27864 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 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: 16.74 s, update: 0.12, loss: 2366.41, tv: 355.7
Step 2, time: 4.86 s, update: 0.24, loss: 2071.68, tv: 359.5
Step 3, time: 4.87 s, update: 0.36, loss: 1878.31, tv: 366.8
Step 4, time: 4.89 s, update: 0.46, loss: 1803.79, tv: 378.2
Step 5, time: 4.88 s, update: 0.53, loss: 1921.3, tv: 392.9
Step 6, time: 4.85 s, update: 0.57, loss: 1958.22, tv: 410.0
Step 7, time: 4.89 s, update: 0.59, loss: 1811.73, tv: 427.9
Step 8, time: 4.90 s, update: 0.59, loss: 1690.28, tv: 445.2
Step 9, time: 4.90 s, update: 0.59, loss: 1612.17, tv: 461.0
Step 10, time: 4.87 s, update: 0.58, loss: 1658.93, tv: 474.9
Step 11, time: 4.85 s, update: 0.57, loss: 1595.94, tv: 487.2
Step 12, time: 4.89 s, update: 0.57, loss: 1557.55, tv: 498.6
Step 13, time: 4.89 s, update: 0.57, loss: 1586.85, tv: 509.4
Step 14, time: 4.89 s, update: 0.57, loss: 1560.55, tv: 520.3
Step 15, time: 4.88 s, update: 0.57, loss: 1581.32, tv: 531.4
Step 16, time: 4.91 s, update: 0.57, loss: 1585.2, tv: 542.8
Step 17, time: 4.87 s, update: 0.56, loss: 1578.76, tv: 554.3
Step 18, time: 4.86 s, update: 0.55, loss: 1628.26, tv: 565.7
Step 19, time: 4.85 s, update: 0.54, loss: 1563.09, tv: 577.0
Step 20, time: 4.85 s, update: 0.53, loss: 1640.68, tv: 588.3
Step 21, time: 4.83 s, update: 0.52, loss: 1642.97, tv: 599.5
Step 22, time: 4.86 s, update: 0.51, loss: 1626.72, tv: 610.7
Step 23, time: 4.84 s, update: 0.50, loss: 1591.06, tv: 621.9
Step 24, time: 4.86 s, update: 0.49, loss: 1568.03, tv: 632.9
Step 25, time: 4.85 s, update: 0.48, loss: 1555.01, tv: 643.8
Step 26, time: 4.82 s, update: 0.47, loss: 1584.87, tv: 654.5
Step 27, time: 4.88 s, update: 0.46, loss: 1609.69, tv: 665.1
Step 28, time: 4.87 s, update: 0.45, loss: 1540.09, tv: 675.6
Step 29, time: 4.89 s, update: 0.44, loss: 1555.66, tv: 686.0
Step 30, time: 4.82 s, update: 0.43, loss: 1607.9, tv: 696.2
Step 31, time: 4.85 s, update: 0.42, loss: 1594.92, tv: 706.3
Step 32, time: 4.86 s, update: 0.41, loss: 1589.19, tv: 716.3
Step 33, time: 4.90 s, update: 0.41, loss: 1592.24, tv: 726.1
Step 34, time: 4.91 s, update: 0.40, loss: 1569.4, tv: 735.8
Step 35, time: 4.88 s, update: 0.39, loss: 1581.83, tv: 745.3
Step 36, time: 4.85 s, update: 0.39, loss: 1562.53, tv: 754.6
Step 37, time: 4.95 s, update: 0.38, loss: 1550.15, tv: 763.7
Step 38, time: 4.88 s, update: 0.37, loss: 1595.38, tv: 772.5
Step 39, time: 4.88 s, update: 0.37, loss: 1552.37, tv: 781.2
Step 40, time: 4.84 s, update: 0.36, loss: 1549.55, tv: 789.7
Step 41, time: 4.88 s, update: 0.35, loss: 1546.59, tv: 798.0
Step 42, time: 4.83 s, update: 0.35, loss: 1569.09, tv: 805.9
Step 43, time: 4.83 s, update: 0.34, loss: 1568.16, tv: 813.5
Step 44, time: 4.85 s, update: 0.34, loss: 1550.33, tv: 820.8
Step 45, time: 4.88 s, update: 0.33, loss: 1549.48, tv: 827.9
Step 46, time: 4.85 s, update: 0.33, loss: 1529.18, tv: 834.8
Step 47, time: 4.87 s, update: 0.32, loss: 1585.21, tv: 841.3
Step 48, time: 4.88 s, update: 0.32, loss: 1524.71, tv: 847.6
Step 49, time: 4.88 s, update: 0.32, loss: 1571.84, tv: 853.7
Step 50, time: 4.96 s, update: 0.31, loss: 1538.29, tv: 859.5
Step 51, time: 4.87 s, update: 0.31, loss: 1547.63, tv: 865.1
Step 52, time: 4.91 s, update: 0.30, loss: 1528.05, tv: 870.5
Step 53, time: 4.90 s, update: 0.30, loss: 1523.06, tv: 875.6
Step 54, time: 4.87 s, update: 0.30, loss: 1531.13, tv: 880.6
Step 55, time: 4.90 s, update: 0.29, loss: 1573.72, tv: 885.4
Step 56, time: 4.85 s, update: 0.29, loss: 1505.42, tv: 890.1
Step 57, time: 4.88 s, update: 0.28, loss: 1512.59, tv: 894.6
Step 58, time: 4.86 s, update: 0.28, loss: 1519.35, tv: 898.9
Step 59, time: 4.87 s, update: 0.28, loss: 1582.33, tv: 903.0
Step 60, time: 4.87 s, update: 0.27, loss: 1523.04, tv: 906.9
Step 61, time: 4.87 s, update: 0.27, loss: 1539.06, tv: 910.7
Step 62, time: 4.86 s, update: 0.27, loss: 1512.79, tv: 914.4
Step 63, time: 4.85 s, update: 0.27, loss: 1545.34, tv: 917.9
Step 64, time: 4.89 s, update: 0.26, loss: 1525.98, tv: 921.3
--------------------------------------------------------------------------------
top - 22:33:15 up 13 min,  0 users,  load average: 2.50, 1.76, 0.84
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 23.9%us, 11.9%sy,  0.0%ni, 62.2%id,  0.3%wa,  0.0%hi,  0.0%si,  1.6%st
Mem:  62882612k total,  3981356k used, 58901256k free,    63760k buffers
Swap:        0k total,        0k used,        0k free,  1881632k 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    79W / 149W |   2713MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6009      C   python                                      2700MiB |
5953 python 22.1 794M 635180 1.0 5953 TS - 0 19 0 Ssl wait
6009 python 235 1624M 2736364 4.3 6009 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.1 108M 25820 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 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: 32.74 s, update: 0.10, loss: 961.379, tv: 494.6
Step 2, time: 9.80 s, update: 0.19, loss: 893.483, tv: 497.6
Step 3, time: 9.81 s, update: 0.28, loss: 799.337, tv: 503.4
Step 4, time: 9.86 s, update: 0.35, loss: 841.658, tv: 511.4
Step 5, time: 9.87 s, update: 0.41, loss: 897.412, tv: 521.9
Step 6, time: 9.81 s, update: 0.45, loss: 872.389, tv: 533.6
Step 7, time: 9.77 s, update: 0.48, loss: 801.92, tv: 545.8
Step 8, time: 9.74 s, update: 0.49, loss: 834.231, tv: 557.4
Step 9, time: 9.83 s, update: 0.50, loss: 748.425, tv: 568.5
Step 10, time: 9.78 s, update: 0.51, loss: 754.895, tv: 578.8
Step 11, time: 9.77 s, update: 0.51, loss: 736.886, tv: 588.5
Step 12, time: 9.81 s, update: 0.52, loss: 695.779, tv: 597.9
Step 13, time: 9.75 s, update: 0.52, loss: 694.537, tv: 607.1
Step 14, time: 9.87 s, update: 0.52, loss: 708.468, tv: 616.6
Step 15, time: 9.87 s, update: 0.52, loss: 728.253, tv: 626.0
Step 16, time: 9.74 s, update: 0.52, loss: 693.265, tv: 635.4
Step 17, time: 9.77 s, update: 0.51, loss: 709.617, tv: 644.5
Step 18, time: 9.79 s, update: 0.50, loss: 692.962, tv: 653.4
Step 19, time: 9.85 s, update: 0.49, loss: 695.706, tv: 662.0
Step 20, time: 9.78 s, update: 0.49, loss: 758.358, tv: 670.5
Step 21, time: 9.76 s, update: 0.47, loss: 732.765, tv: 678.9
Step 22, time: 9.84 s, update: 0.47, loss: 727.911, tv: 687.3
Step 23, time: 9.81 s, update: 0.46, loss: 699.926, tv: 696.0
Step 24, time: 9.84 s, update: 0.45, loss: 679.726, tv: 704.9
Step 25, time: 9.83 s, update: 0.44, loss: 699.722, tv: 713.8
Step 26, time: 9.76 s, update: 0.43, loss: 748.406, tv: 722.8
Step 27, time: 9.79 s, update: 0.42, loss: 705.164, tv: 731.7
Step 28, time: 9.79 s, update: 0.41, loss: 678.76, tv: 740.6
Step 29, time: 9.82 s, update: 0.40, loss: 668.771, tv: 749.4
Step 30, time: 9.75 s, update: 0.39, loss: 712.719, tv: 758.3
Step 31, time: 9.79 s, update: 0.39, loss: 712.847, tv: 767.0
Step 32, time: 9.77 s, update: 0.38, loss: 692.309, tv: 775.8
Step 33, time: 9.79 s, update: 0.37, loss: 679.367, tv: 784.5
Step 34, time: 9.87 s, update: 0.37, loss: 675.011, tv: 793.1
Step 35, time: 9.80 s, update: 0.36, loss: 671.017, tv: 801.6
Step 36, time: 9.78 s, update: 0.35, loss: 747.529, tv: 809.8
Step 37, time: 9.73 s, update: 0.35, loss: 719.8, tv: 817.8
Step 38, time: 9.76 s, update: 0.34, loss: 671.161, tv: 825.5
Step 39, time: 9.84 s, update: 0.33, loss: 697.789, tv: 833.1
Step 40, time: 9.75 s, update: 0.33, loss: 684.881, tv: 840.5
Step 41, time: 9.74 s, update: 0.32, loss: 682.12, tv: 847.7
Step 42, time: 9.77 s, update: 0.32, loss: 644.389, tv: 854.7
Step 43, time: 9.80 s, update: 0.31, loss: 716.919, tv: 861.4
Step 44, time: 9.87 s, update: 0.31, loss: 718.595, tv: 867.8
Step 45, time: 9.76 s, update: 0.30, loss: 669.809, tv: 874.0
Step 46, time: 9.77 s, update: 0.30, loss: 702.127, tv: 880.0
Step 47, time: 9.76 s, update: 0.30, loss: 659.713, tv: 885.8
Step 48, time: 9.81 s, update: 0.29, loss: 685.103, tv: 891.5
--------------------------------------------------------------------------------
top - 22:41:28 up 21 min,  0 users,  load average: 2.43, 2.19, 1.42
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.2%us, 13.0%sy,  0.0%ni, 55.6%id,  0.2%wa,  0.0%hi,  0.0%si,  1.0%st
Mem:  62882612k total,  5385724k used, 57496888k free,    63836k buffers
Swap:        0k total,        0k used,        0k free,  2462840k 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    69W / 149W |   4068MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6009      C   python                                      4053MiB |
5953 python 21.3 964M 783012 1.2 5953 TS - 0 19 1 Ssl wait
6009 python 216 2271M 3980280 6.3 6009 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 108M 26036 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: 76.62 s, update: 0.10, loss: 697.354, tv: 481.7
Step 2, time: 20.78 s, update: 0.17, loss: 706.217, tv: 483.5
Step 3, time: 20.75 s, update: 0.24, loss: 602.63, tv: 486.7
Step 4, time: 20.91 s, update: 0.30, loss: 600.959, tv: 491.3
Step 5, time: 20.76 s, update: 0.34, loss: 593.163, tv: 496.9
Step 6, time: 20.78 s, update: 0.37, loss: 639.342, tv: 503.1
Step 7, time: 20.87 s, update: 0.40, loss: 620.364, tv: 509.4
Step 8, time: 20.82 s, update: 0.41, loss: 656.457, tv: 515.6
Step 9, time: 20.71 s, update: 0.43, loss: 617.209, tv: 521.7
Step 10, time: 20.88 s, update: 0.44, loss: 660.314, tv: 527.5
Step 11, time: 20.79 s, update: 0.45, loss: 571.07, tv: 533.3
Step 12, time: 20.77 s, update: 0.46, loss: 631.068, tv: 538.8
Step 13, time: 20.84 s, update: 0.47, loss: 592.839, tv: 544.4
Step 14, time: 20.79 s, update: 0.47, loss: 583.145, tv: 550.0
Step 15, time: 20.84 s, update: 0.47, loss: 566.539, tv: 555.4
Step 16, time: 20.88 s, update: 0.47, loss: 583.406, tv: 560.6
Step 17, time: 20.76 s, update: 0.46, loss: 584.144, tv: 565.6
Step 18, time: 20.76 s, update: 0.46, loss: 581.224, tv: 570.3
Step 19, time: 20.85 s, update: 0.45, loss: 557.297, tv: 574.7
Step 20, time: 20.86 s, update: 0.45, loss: 548.694, tv: 579.0
Step 21, time: 20.89 s, update: 0.45, loss: 548.264, tv: 583.2
Step 22, time: 20.81 s, update: 0.44, loss: 566.967, tv: 587.4
Step 23, time: 20.84 s, update: 0.44, loss: 556.092, tv: 591.6
Step 24, time: 20.90 s, update: 0.43, loss: 561.988, tv: 595.8
--------------------------------------------------------------------------------
top - 22:50:44 up 30 min,  0 users,  load average: 2.64, 2.27, 1.76
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.4%us, 13.5%sy,  0.0%ni, 53.3%id,  0.1%wa,  0.0%hi,  0.0%si,  0.7%st
Mem:  62882612k total,  7280204k used, 55602408k free,    63924k buffers
Swap:        0k total,        0k used,        0k free,  3533520k 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    76W / 149W |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      6009      C   python                                      6545MiB |
5953 python 22.6 1165M 936400 1.4 5953 TS - 0 19 1 Ssl wait
6009 python 203 2913M 5707980 9.0 6009 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 108M 17584 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 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: 150.05 s, update: 0.12, loss: 595.554, tv: 319.5
Step 2, time: 42.11 s, update: 0.19, loss: 618.968, tv: 319.3
Step 3, time: 42.13 s, update: 0.26, loss: 554.339, tv: 319.5
Step 4, time: 42.21 s, update: 0.32, loss: 533.885, tv: 320.1
Step 5, time: 42.15 s, update: 0.36, loss: 541.473, tv: 321.1
Step 6, time: 42.23 s, update: 0.39, loss: 514.799, tv: 322.5
Step 7, time: 42.26 s, update: 0.41, loss: 615.898, tv: 324.0
Step 8, time: 42.02 s, update: 0.43, loss: 558.176, tv: 325.6
Step 9, time: 42.06 s, update: 0.46, loss: 594.052, tv: 327.4
Step 10, time: 42.28 s, update: 0.47, loss: 558.709, tv: 329.3
Step 11, time: 42.19 s, update: 0.49, loss: 536.792, tv: 331.3
Step 12, time: 41.99 s, update: 0.50, loss: 537.521, tv: 333.3
--------------------------------------------------------------------------------
top - 23:00:57 up 40 min,  0 users,  load average: 2.13, 2.19, 1.94
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 33.3%us, 13.8%sy,  0.0%ni, 52.3%id,  0.1%wa,  0.0%hi,  0.0%si,  0.5%st
Mem:  62882612k total,  8660628k used, 54221984k free,    64004k buffers
Swap:        0k total,        0k used,        0k free,  3533520k 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      6009      C   python                                      6545MiB |
5953 python 24.5 1471M 1209988 1.9 5953 TS - 0 19 1 Ssl wait
6009 python 194 3992M 6812692 10.8 6009 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 108M 17816 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: 291.44 s, update: 0.13, loss: 488.997, tv: 174.3
--------------------------------------------------------------------------------
top - 23:05:49 up 45 min,  0 users,  load average: 1.65, 1.84, 1.85
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.5%us, 13.8%sy,  0.0%ni, 53.1%id,  0.1%wa,  0.0%hi,  0.0%si,  0.5%st
Mem:  62882612k total, 10112144k used, 52770468k free,    64064k buffers
Swap:        0k total,        0k used,        0k free,  3534568k 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      6009      C   python                                      6547MiB |
5953 python 28.6 1981M 1718456 2.7 5953 TS - 0 19 0 Ssl wait
6009 python 183 4908M 7751864 12.3 6009 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 108M 17816 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_001/Specification_20191024_221845_001_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_001/Specification_20191024_221845_001.png.
Run 191024_222559 ending after 40m 2.996s.
2019-10-24 23:06:02,372 INFO RenderTime: 2406
2019-10-24 23:09:15,112 INFO ProjectTime: 2810
2019-10-24 23:09:15,112 INFO ProjectCost: 0.70

Specification_20191024_221845_001_P_Print

Specification_20191024_221845_001_S_Style_001

Specification_20191024_221845_001_S_Style_002

Specification_20191024_221845_001_S_Style_003

Specification_20191024_221845_001_Spectrogram

All rights reserved. © 2019 Dennis Kirschenmann