Specification_20191024_221845_003

Specification_20191024_221845_003

Specification_20191024_221845_003

Specification_20191024_221845_003

Specification_20191024_221845_003_C_Content

Specification_20191024_221845_003_Credits

Specification_20191024_221845_003
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_03.jpg
Styles: Specification_20191024_221845_006_002.jpg, Specification_20191024_221845_001_001.jpg, Specification_20191024_221845_007_002.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_003_Deconstructed

Specification_20191024_221845_003_Deconstructed_Spectrogram

Specification_20191024_221845_003_E_Enhanced

Specification_20191024_221845_003_Log

2019-10-24 23:56:02,341 INFO SpecificatonCanvas-02_03.jpg
2019-10-24 23:56:07,719 INFO Specification_20191024_221845_003_C_Content.png
2019-10-24 23:56:07,719 INFO Specification_20191024_221845_006_002.jpg
2019-10-24 23:57:16,944 INFO Specification_20191024_221845_003_S_Style_001.png
2019-10-24 23:57:16,944 INFO Specification_20191024_221845_001_001.jpg
2019-10-24 23:58:08,981 INFO Specification_20191024_221845_003_S_Style_002.png
2019-10-24 23:58:08,981 INFO Specification_20191024_221845_007_002.jpg
2019-10-24 23:59:23,224 INFO Specification_20191024_221845_003_S_Style_003.png
2019-10-24 23:59:23,224 INFO Packaging Project: Specification_20191024_221845_003
2019-10-24 23:59:50,430 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_S_Style_003.png' --project 'Specification_20191024_221845_003' --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 00:39:54,782 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_003/Specification_20191024_221845_003_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_003/Specification_20191024_221845_003_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_003'
        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_003/Specification_20191024_221845_003_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_003/Specification_20191024_221845_003_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_235952 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: 24873.5, tv: 894.5
Step 2, time: 0.70 s, update: 1.02, loss: 21956.7, tv: 898.8
--------------------------------------------------------------------------------
top - 00:00:00 up  1:39,  0 users,  load average: 0.16, 0.42, 1.18
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.0%us, 12.6%sy,  0.0%ni, 57.1%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  2639828k used, 60242784k free,    65020k buffers
Swap:        0k total,        0k used,        0k free,  1102832k 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    70W / 149W |    976MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7228      C   python                                       963MiB |
7172 python 87.5 797M 664580 1.0 7172 TS - 0 19 3 Ssl wait
7228 python 142 1052M 1406552 2.2 7228 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32872 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 2, image size 480x365.

Preprocessing the style image(s)...
Preprocessing the content image(s)...
Step 1, time: 5.69 s, update: 0.79, loss: 12648, tv: 476.0
Step 2, time: 1.33 s, update: 1.05, loss: 11043.3, tv: 492.9
Step 3, time: 1.27 s, update: 1.18, loss: 9819.26, tv: 519.0
Step 4, time: 1.27 s, update: 1.25, loss: 9080.94, tv: 553.2
Step 5, time: 1.31 s, update: 1.26, loss: 9191.49, tv: 591.9
Step 6, time: 1.28 s, update: 1.22, loss: 9721.36, tv: 630.7
Step 7, time: 1.33 s, update: 1.16, loss: 9978.67, tv: 665.6
Step 8, time: 1.32 s, update: 1.10, loss: 9466.95, tv: 694.2
--------------------------------------------------------------------------------
top - 00:00:15 up  1:40,  0 users,  load average: 0.43, 0.47, 1.18
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.0%us, 12.6%sy,  0.0%ni, 57.1%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  2925960k used, 59956652k free,    65032k buffers
Swap:        0k total,        0k used,        0k free,  1351576k 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      7228      C   python                                      1543MiB |
7172 python 57.7 750M 610908 0.9 7172 TS - 0 19 1 Ssl wait
7228 python 209 1135M 1740184 2.7 7228 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32872 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: 9.26 s, update: 0.30, loss: 6090.03, tv: 375.3
Step 2, time: 2.49 s, update: 0.53, loss: 5212.57, tv: 377.0
Step 3, time: 2.46 s, update: 0.71, loss: 4842.94, tv: 382.9
Step 4, time: 2.48 s, update: 0.85, loss: 4666.7, tv: 393.9
Step 5, time: 2.48 s, update: 0.94, loss: 4404.47, tv: 409.8
Step 6, time: 2.49 s, update: 0.97, loss: 4792.62, tv: 428.7
Step 7, time: 2.49 s, update: 0.96, loss: 4628.07, tv: 448.2
Step 8, time: 2.49 s, update: 0.93, loss: 4485.03, tv: 466.4
Step 9, time: 2.50 s, update: 0.90, loss: 4232.14, tv: 482.1
Step 10, time: 2.51 s, update: 0.87, loss: 4278.64, tv: 494.8
Step 11, time: 2.51 s, update: 0.85, loss: 4246.66, tv: 504.8
Step 12, time: 2.50 s, update: 0.82, loss: 4425.76, tv: 512.4
Step 13, time: 2.48 s, update: 0.80, loss: 4208.75, tv: 518.5
Step 14, time: 2.45 s, update: 0.78, loss: 4382.19, tv: 523.5
Step 15, time: 2.47 s, update: 0.76, loss: 4224.96, tv: 527.9
Step 16, time: 2.50 s, update: 0.74, loss: 4117.76, tv: 531.9
Step 17, time: 2.54 s, update: 0.72, loss: 4308.6, tv: 535.4
Step 18, time: 2.53 s, update: 0.69, loss: 4238.61, tv: 538.4
Step 19, time: 2.44 s, update: 0.67, loss: 4136.33, tv: 541.1
Step 20, time: 2.43 s, update: 0.65, loss: 4101.29, tv: 543.6
Step 21, time: 2.44 s, update: 0.64, loss: 4179.3, tv: 546.0
Step 22, time: 2.46 s, update: 0.62, loss: 4091.22, tv: 548.5
Step 23, time: 2.49 s, update: 0.61, loss: 4082.89, tv: 551.1
Step 24, time: 2.50 s, update: 0.60, loss: 4135.14, tv: 553.8
Step 25, time: 2.50 s, update: 0.59, loss: 4058.37, tv: 556.7
Step 26, time: 2.50 s, update: 0.57, loss: 4071.19, tv: 559.6
Step 27, time: 2.49 s, update: 0.56, loss: 4080.51, tv: 562.4
Step 28, time: 2.48 s, update: 0.56, loss: 4124.44, tv: 565.2
Step 29, time: 2.49 s, update: 0.55, loss: 4125.12, tv: 567.9
Step 30, time: 2.50 s, update: 0.54, loss: 4049.95, tv: 570.5
Step 31, time: 2.50 s, update: 0.53, loss: 4048.71, tv: 573.2
Step 32, time: 2.43 s, update: 0.52, loss: 4200.47, tv: 575.7
--------------------------------------------------------------------------------
top - 00:01:41 up  1:41,  0 users,  load average: 1.74, 0.97, 1.29
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.2%us, 12.9%sy,  0.0%ni, 56.7%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  3130632k used, 59751980k free,    65080k buffers
Swap:        0k total,        0k used,        0k free,  1353708k 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    75W / 149W |   1560MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7228      C   python                                      1547MiB |
7172 python 30.4 791M 645940 1.0 7172 TS - 0 19 0 Ssl wait
7228 python 257 1297M 1908748 3.0 7228 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32872 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 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: 16.77 s, update: 0.14, loss: 2836.14, tv: 306.0
Step 2, time: 4.89 s, update: 0.27, loss: 2633.33, tv: 309.0
Step 3, time: 4.88 s, update: 0.39, loss: 2363.77, tv: 314.9
Step 4, time: 4.85 s, update: 0.48, loss: 2244.28, tv: 323.6
Step 5, time: 4.86 s, update: 0.54, loss: 2297.86, tv: 334.0
Step 6, time: 4.86 s, update: 0.56, loss: 2371.85, tv: 344.9
Step 7, time: 4.87 s, update: 0.58, loss: 2168.14, tv: 355.3
Step 8, time: 4.90 s, update: 0.59, loss: 2071.53, tv: 364.7
Step 9, time: 4.87 s, update: 0.60, loss: 2022.72, tv: 372.7
Step 10, time: 4.88 s, update: 0.61, loss: 2084.04, tv: 379.7
Step 11, time: 4.81 s, update: 0.61, loss: 1991.75, tv: 385.7
Step 12, time: 4.84 s, update: 0.61, loss: 1928.83, tv: 390.9
Step 13, time: 4.93 s, update: 0.61, loss: 1971.84, tv: 395.6
Step 14, time: 4.85 s, update: 0.61, loss: 1973.57, tv: 400.0
Step 15, time: 4.85 s, update: 0.60, loss: 1946.81, tv: 404.1
Step 16, time: 4.86 s, update: 0.59, loss: 1929.44, tv: 407.9
Step 17, time: 4.88 s, update: 0.58, loss: 1876.13, tv: 411.6
Step 18, time: 4.81 s, update: 0.57, loss: 1890.74, tv: 415.3
Step 19, time: 4.86 s, update: 0.56, loss: 1809.15, tv: 419.0
Step 20, time: 4.84 s, update: 0.55, loss: 1881.92, tv: 422.9
Step 21, time: 4.82 s, update: 0.54, loss: 1880.23, tv: 426.9
Step 22, time: 4.90 s, update: 0.53, loss: 1881.55, tv: 431.1
Step 23, time: 4.89 s, update: 0.52, loss: 1834.88, tv: 435.4
Step 24, time: 4.89 s, update: 0.51, loss: 1844.53, tv: 439.9
Step 25, time: 4.86 s, update: 0.50, loss: 1825.29, tv: 444.4
Step 26, time: 4.84 s, update: 0.49, loss: 1832.45, tv: 449.0
Step 27, time: 4.88 s, update: 0.48, loss: 1830.99, tv: 453.7
Step 28, time: 4.90 s, update: 0.47, loss: 1804.75, tv: 458.3
Step 29, time: 4.88 s, update: 0.47, loss: 1846.08, tv: 463.0
Step 30, time: 4.88 s, update: 0.46, loss: 1930.44, tv: 467.6
Step 31, time: 4.87 s, update: 0.45, loss: 1852.26, tv: 472.1
Step 32, time: 4.85 s, update: 0.44, loss: 1891.57, tv: 476.7
Step 33, time: 4.90 s, update: 0.44, loss: 1858.49, tv: 481.2
Step 34, time: 4.92 s, update: 0.43, loss: 1876.71, tv: 485.6
Step 35, time: 4.89 s, update: 0.43, loss: 1845.22, tv: 490.0
Step 36, time: 4.93 s, update: 0.42, loss: 1851.83, tv: 494.4
Step 37, time: 4.90 s, update: 0.42, loss: 1811.46, tv: 498.7
Step 38, time: 4.84 s, update: 0.41, loss: 1923.86, tv: 502.9
Step 39, time: 4.89 s, update: 0.41, loss: 1792.67, tv: 507.0
Step 40, time: 4.90 s, update: 0.40, loss: 1844.61, tv: 511.1
Step 41, time: 4.93 s, update: 0.40, loss: 1830.07, tv: 515.1
Step 42, time: 4.84 s, update: 0.39, loss: 1870.21, tv: 518.9
Step 43, time: 4.90 s, update: 0.39, loss: 1850.35, tv: 522.7
Step 44, time: 4.88 s, update: 0.39, loss: 1844.1, tv: 526.5
Step 45, time: 4.87 s, update: 0.38, loss: 1874.57, tv: 530.1
Step 46, time: 4.86 s, update: 0.38, loss: 1825.16, tv: 533.6
Step 47, time: 4.88 s, update: 0.38, loss: 1902.06, tv: 537.0
Step 48, time: 4.83 s, update: 0.37, loss: 1832.05, tv: 540.3
Step 49, time: 4.88 s, update: 0.37, loss: 1856.74, tv: 543.5
Step 50, time: 4.84 s, update: 0.37, loss: 1801.64, tv: 546.6
Step 51, time: 4.88 s, update: 0.36, loss: 1806.07, tv: 549.7
Step 52, time: 4.91 s, update: 0.36, loss: 1787, tv: 552.6
Step 53, time: 4.88 s, update: 0.36, loss: 1777.25, tv: 555.5
Step 54, time: 4.87 s, update: 0.35, loss: 1811.6, tv: 558.3
Step 55, time: 4.91 s, update: 0.35, loss: 1883.48, tv: 561.0
Step 56, time: 4.85 s, update: 0.34, loss: 1756.22, tv: 563.5
Step 57, time: 4.84 s, update: 0.34, loss: 1801.69, tv: 566.0
Step 58, time: 4.88 s, update: 0.34, loss: 1792.41, tv: 568.5
Step 59, time: 4.85 s, update: 0.34, loss: 1823.97, tv: 570.8
Step 60, time: 4.88 s, update: 0.33, loss: 1823.8, tv: 573.1
Step 61, time: 4.85 s, update: 0.33, loss: 1840.59, tv: 575.4
Step 62, time: 4.84 s, update: 0.33, loss: 1770.38, tv: 577.6
Step 63, time: 4.93 s, update: 0.33, loss: 1844.99, tv: 579.8
Step 64, time: 4.88 s, update: 0.32, loss: 1810.62, tv: 581.9
--------------------------------------------------------------------------------
top - 00:07:05 up  1:46,  0 users,  load average: 2.49, 2.00, 1.66
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.9%us, 13.2%sy,  0.0%ni, 55.7%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  3959020k used, 58923592k free,    65148k buffers
Swap:        0k total,        0k used,        0k free,  1848288k 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      7228      C   python                                      2700MiB |
7172 python 22.4 794M 635568 1.0 7172 TS - 0 19 1 Ssl wait
7228 python 237 1624M 2737836 4.3 7228 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32872 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 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: 32.69 s, update: 0.13, loss: 1257.27, tv: 309.4
Step 2, time: 9.78 s, update: 0.24, loss: 1236.1, tv: 311.7
Step 3, time: 9.86 s, update: 0.34, loss: 1235.46, tv: 315.5
Step 4, time: 9.89 s, update: 0.41, loss: 1187.34, tv: 320.3
Step 5, time: 9.79 s, update: 0.47, loss: 1150.83, tv: 325.4
Step 6, time: 9.79 s, update: 0.50, loss: 1037.74, tv: 330.5
Step 7, time: 9.82 s, update: 0.53, loss: 1029.51, tv: 335.3
Step 8, time: 9.83 s, update: 0.55, loss: 1064.68, tv: 339.6
Step 9, time: 9.90 s, update: 0.56, loss: 991.898, tv: 343.5
Step 10, time: 9.75 s, update: 0.57, loss: 980.453, tv: 347.0
Step 11, time: 9.78 s, update: 0.58, loss: 1010.05, tv: 350.1
Step 12, time: 9.81 s, update: 0.57, loss: 955.682, tv: 353.0
Step 13, time: 9.85 s, update: 0.57, loss: 903.367, tv: 355.5
Step 14, time: 9.89 s, update: 0.56, loss: 899.612, tv: 357.7
Step 15, time: 9.81 s, update: 0.56, loss: 962.277, tv: 359.8
Step 16, time: 9.90 s, update: 0.55, loss: 911.864, tv: 361.6
Step 17, time: 9.85 s, update: 0.54, loss: 900.05, tv: 363.2
Step 18, time: 9.84 s, update: 0.53, loss: 876.246, tv: 364.7
Step 19, time: 9.91 s, update: 0.52, loss: 860.778, tv: 366.2
Step 20, time: 9.75 s, update: 0.51, loss: 963.481, tv: 367.5
Step 21, time: 9.80 s, update: 0.50, loss: 896.065, tv: 368.8
Step 22, time: 9.84 s, update: 0.50, loss: 953.98, tv: 370.2
Step 23, time: 9.83 s, update: 0.49, loss: 861.434, tv: 371.5
Step 24, time: 9.87 s, update: 0.48, loss: 871.066, tv: 373.0
Step 25, time: 9.76 s, update: 0.47, loss: 910.615, tv: 374.5
Step 26, time: 9.78 s, update: 0.46, loss: 953.663, tv: 376.1
Step 27, time: 9.80 s, update: 0.46, loss: 891.404, tv: 377.8
Step 28, time: 9.80 s, update: 0.45, loss: 853.177, tv: 379.5
Step 29, time: 9.83 s, update: 0.44, loss: 838.95, tv: 381.4
Step 30, time: 9.76 s, update: 0.44, loss: 896.63, tv: 383.4
Step 31, time: 9.79 s, update: 0.43, loss: 894.098, tv: 385.6
Step 32, time: 9.76 s, update: 0.42, loss: 868.428, tv: 387.8
Step 33, time: 9.75 s, update: 0.42, loss: 854.608, tv: 390.2
Step 34, time: 9.85 s, update: 0.41, loss: 834.824, tv: 392.6
Step 35, time: 9.77 s, update: 0.41, loss: 847.747, tv: 395.2
Step 36, time: 9.77 s, update: 0.40, loss: 986.737, tv: 397.7
Step 37, time: 9.82 s, update: 0.39, loss: 915.388, tv: 400.3
Step 38, time: 9.86 s, update: 0.39, loss: 848.015, tv: 402.9
Step 39, time: 9.79 s, update: 0.38, loss: 876.125, tv: 405.6
Step 40, time: 9.81 s, update: 0.38, loss: 885.852, tv: 408.2
Step 41, time: 9.78 s, update: 0.37, loss: 854.34, tv: 410.9
Step 42, time: 9.75 s, update: 0.37, loss: 818.774, tv: 413.6
Step 43, time: 9.79 s, update: 0.37, loss: 920.749, tv: 416.3
Step 44, time: 9.83 s, update: 0.36, loss: 889.905, tv: 418.9
Step 45, time: 9.80 s, update: 0.36, loss: 856.805, tv: 421.5
Step 46, time: 9.76 s, update: 0.35, loss: 914.206, tv: 424.0
Step 47, time: 9.80 s, update: 0.35, loss: 861.447, tv: 426.6
Step 48, time: 9.77 s, update: 0.35, loss: 899.467, tv: 429.0
--------------------------------------------------------------------------------
top - 00:15:19 up  1:55,  0 users,  load average: 2.35, 2.12, 1.84
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.6%us, 13.3%sy,  0.0%ni, 54.9%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  5350168k used, 57532444k free,    65220k buffers
Swap:        0k total,        0k used,        0k free,  2429492k 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      7228      C   python                                      4053MiB |
7172 python 21.4 964M 783588 1.2 7172 TS - 0 19 1 Ssl wait
7228 python 216 2271M 3981748 6.3 7228 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18736 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 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: 76.61 s, update: 0.14, loss: 960.227, tv: 227.6
Step 2, time: 20.98 s, update: 0.25, loss: 1076.86, tv: 228.3
Step 3, time: 20.76 s, update: 0.36, loss: 1031.84, tv: 229.5
Step 4, time: 20.82 s, update: 0.45, loss: 990.841, tv: 231.4
Step 5, time: 20.90 s, update: 0.51, loss: 958.297, tv: 233.9
Step 6, time: 20.74 s, update: 0.56, loss: 921.625, tv: 237.0
Step 7, time: 20.76 s, update: 0.59, loss: 917.617, tv: 240.7
Step 8, time: 20.79 s, update: 0.61, loss: 914.804, tv: 244.7
Step 9, time: 20.80 s, update: 0.62, loss: 911.25, tv: 248.8
Step 10, time: 20.79 s, update: 0.63, loss: 861.251, tv: 253.0
Step 11, time: 20.82 s, update: 0.63, loss: 823.351, tv: 257.1
Step 12, time: 20.82 s, update: 0.62, loss: 865.955, tv: 261.0
Step 13, time: 20.75 s, update: 0.61, loss: 845.201, tv: 264.6
Step 14, time: 20.84 s, update: 0.60, loss: 775.185, tv: 267.7
Step 15, time: 20.75 s, update: 0.59, loss: 757.393, tv: 270.4
Step 16, time: 20.76 s, update: 0.58, loss: 802.43, tv: 272.5
Step 17, time: 20.86 s, update: 0.57, loss: 782.592, tv: 274.1
Step 18, time: 20.73 s, update: 0.56, loss: 762.488, tv: 275.1
Step 19, time: 20.76 s, update: 0.55, loss: 724.322, tv: 275.7
Step 20, time: 20.97 s, update: 0.54, loss: 716.501, tv: 275.8
Step 21, time: 20.76 s, update: 0.53, loss: 734.111, tv: 275.6
Step 22, time: 20.76 s, update: 0.52, loss: 720.016, tv: 275.1
Step 23, time: 20.78 s, update: 0.51, loss: 751.865, tv: 274.4
Step 24, time: 20.76 s, update: 0.51, loss: 703.658, tv: 273.7
--------------------------------------------------------------------------------
top - 00:24:34 up  2:04,  0 users,  load average: 1.94, 2.12, 1.97
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.0%us, 13.4%sy,  0.0%ni, 54.4%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  7253356k used, 55629256k free,    65312k buffers
Swap:        0k total,        0k used,        0k free,  3500172k 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 |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7228      C   python                                      6545MiB |
7172 python 22.7 1165M 936976 1.4 7172 TS - 0 19 1 Ssl wait
7228 python 203 2913M 5709448 9.0 7228 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18648 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: 150.01 s, update: 0.14, loss: 825.773, tv: 143.7
Step 2, time: 42.17 s, update: 0.26, loss: 871.032, tv: 142.4
Step 3, time: 42.15 s, update: 0.37, loss: 888.493, tv: 141.0
Step 4, time: 42.06 s, update: 0.46, loss: 907.71, tv: 140.0
Step 5, time: 42.18 s, update: 0.53, loss: 909.193, tv: 139.7
Step 6, time: 42.22 s, update: 0.58, loss: 801.22, tv: 140.6
Step 7, time: 42.20 s, update: 0.61, loss: 875.505, tv: 142.7
Step 8, time: 42.18 s, update: 0.62, loss: 794.282, tv: 145.8
Step 9, time: 42.12 s, update: 0.62, loss: 791.693, tv: 149.7
Step 10, time: 42.09 s, update: 0.62, loss: 748.28, tv: 154.0
Step 11, time: 42.17 s, update: 0.62, loss: 709.464, tv: 158.6
Step 12, time: 42.17 s, update: 0.61, loss: 689.187, tv: 163.2
--------------------------------------------------------------------------------
top - 00:34:48 up  2:14,  0 users,  load average: 1.84, 1.94, 1.93
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.3%us, 13.5%sy,  0.0%ni, 54.0%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total,  8634524k used, 54248088k free,    65416k buffers
Swap:        0k total,        0k used,        0k free,  3500180k 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    77W / 149W |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7228      C   python                                      6545MiB |
7172 python 24.6 1471M 1210564 1.9 7172 TS - 0 19 1 Ssl wait
7228 python 194 3992M 6814156 10.8 7228 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18648 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: 291.37 s, update: 0.15, loss: 723.231, tv: 84.3
--------------------------------------------------------------------------------
top - 00:39:39 up  2:19,  0 users,  load average: 1.74, 1.80, 1.87
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.1%us, 13.5%sy,  0.0%ni, 54.2%id,  0.0%wa,  0.0%hi,  0.0%si,  0.2%st
Mem:  62882612k total, 10085472k used, 52797140k free,    65472k buffers
Swap:        0k total,        0k used,        0k free,  3501124k 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    75W / 149W |   6564MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7228      C   python                                      6547MiB |
7172 python 28.7 1981M 1719368 2.7 7172 TS - 0 19 1 Ssl wait
7228 python 183 4908M 7753332 12.3 7228 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18488 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_003/Specification_20191024_221845_003_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_003/Specification_20191024_221845_003.png.
Run 191024_235952 ending after 40m 2.396s.
2019-10-25 00:39:54,782 INFO RenderTime: 2404
2019-10-25 00:43:29,933 INFO ProjectTime: 2848
2019-10-25 00:43:29,933 INFO ProjectCost: 0.71

Specification_20191024_221845_003_P_Print

Specification_20191024_221845_003_S_Style_001

Specification_20191024_221845_003_S_Style_002

Specification_20191024_221845_003_S_Style_003

Specification_20191024_221845_003_Spectrogram

All rights reserved. © 2019 Dennis Kirschenmann