Specification_20191024_221845_004

Specification_20191024_221845_004

Specification_20191024_221845_004

Specification_20191024_221845_004

Specification_20191024_221845_004_C_Content

Specification_20191024_221845_004_Credits

Specification_20191024_221845_004
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_04.jpg
Styles: Specification_20191024_221845_001_003.jpg, Specification_20191024_221845_006_003.jpg, Specification_20191024_221845_008_001.jpg
Render Time: 00:40:07
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_004_Deconstructed

Specification_20191024_221845_004_Deconstructed_Spectrogram

Specification_20191024_221845_004_E_Enhanced

Specification_20191024_221845_004_Log

2019-10-25 00:43:29,940 INFO SpecificatonCanvas-02_04.jpg
2019-10-25 00:43:35,257 INFO Specification_20191024_221845_004_C_Content.png
2019-10-25 00:43:35,258 INFO Specification_20191024_221845_001_003.jpg
2019-10-25 00:44:27,256 INFO Specification_20191024_221845_004_S_Style_001.png
2019-10-25 00:44:27,257 INFO Specification_20191024_221845_006_003.jpg
2019-10-25 00:45:42,370 INFO Specification_20191024_221845_004_S_Style_002.png
2019-10-25 00:45:42,370 INFO Specification_20191024_221845_008_001.jpg
2019-10-25 00:46:33,828 INFO Specification_20191024_221845_004_S_Style_003.png
2019-10-25 00:46:33,829 INFO Packaging Project: Specification_20191024_221845_004
2019-10-25 00:47:02,664 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_S_Style_003.png' --project 'Specification_20191024_221845_004' --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 01:27:10,319 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_004/Specification_20191024_221845_004_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_004/Specification_20191024_221845_004_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_004'
        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_004/Specification_20191024_221845_004_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_004/Specification_20191024_221845_004_S_Style_003.png']
  style_layers: ['conv1_1', 'conv2_1', 'conv3_1', 'conv4_1', 'conv5_1']
   style_scale: 2.75
style_scale_up: True
    swt_levels: 1
     swt_power: 2
   swt_wavelet: 'haar'
    swt_weight: 0
     tile_size: 1800
      tv_power: 5.0
     tv_weight: 5
       weights: '/home/ec2-user/Neural/style_transfer/vgg19.caffemodel'

Run 191025_004704 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: 24646.7, tv: 440.1
Step 2, time: 0.68 s, update: 0.98, loss: 24774.4, tv: 455.5
--------------------------------------------------------------------------------
top - 00:47:12 up  2:27,  0 users,  load average: 0.16, 0.43, 1.16
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.5%us, 12.8%sy,  0.0%ni, 56.5%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  2671132k used, 60211480k free,    65756k buffers
Swap:        0k total,        0k used,        0k free,  1131352k 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      7861      C   python                                       963MiB |
7805 python 87.3 796M 664892 1.0 7805 TS - 0 19 3 Ssl wait
7861 python 139 1052M 1407012 2.2 7861 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32976 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: 5.67 s, update: 0.74, loss: 12041.8, tv: 247.8
Step 2, time: 1.28 s, update: 0.96, loss: 11559.8, tv: 267.4
Step 3, time: 1.28 s, update: 1.06, loss: 10142.7, tv: 295.6
Step 4, time: 1.27 s, update: 1.10, loss: 9354.89, tv: 331.0
Step 5, time: 1.27 s, update: 1.08, loss: 8758.94, tv: 370.8
Step 6, time: 1.32 s, update: 1.04, loss: 8678.57, tv: 411.6
Step 7, time: 1.31 s, update: 0.97, loss: 8342.7, tv: 450.0
Step 8, time: 1.28 s, update: 0.91, loss: 7991.92, tv: 483.8
--------------------------------------------------------------------------------
top - 00:47:27 up  2:27,  0 users,  load average: 0.81, 0.56, 1.19
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.6%us, 12.9%sy,  0.0%ni, 56.4%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  2957664k used, 59924948k free,    65780k buffers
Swap:        0k total,        0k used,        0k free,  1380104k 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      7861      C   python                                      1543MiB |
7805 python 57.5 750M 611224 0.9 7805 TS - 0 19 3 Ssl wait
7861 python 207 1135M 1740644 2.7 7861 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32976 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: 9.22 s, update: 0.27, loss: 5148.05, tv: 263.6
Step 2, time: 2.45 s, update: 0.48, loss: 4563.42, tv: 266.0
Step 3, time: 2.43 s, update: 0.64, loss: 3958.45, tv: 272.0
Step 4, time: 2.48 s, update: 0.76, loss: 3849.84, tv: 282.5
Step 5, time: 2.49 s, update: 0.84, loss: 3478.03, tv: 297.6
Step 6, time: 2.49 s, update: 0.87, loss: 3562.63, tv: 316.2
Step 7, time: 2.48 s, update: 0.87, loss: 3507.62, tv: 336.9
Step 8, time: 2.49 s, update: 0.84, loss: 3401.74, tv: 357.8
Step 9, time: 2.49 s, update: 0.81, loss: 3217.07, tv: 377.6
Step 10, time: 2.49 s, update: 0.78, loss: 3214.85, tv: 395.3
Step 11, time: 2.51 s, update: 0.75, loss: 3078.23, tv: 410.5
Step 12, time: 2.52 s, update: 0.72, loss: 3218.78, tv: 423.2
Step 13, time: 2.51 s, update: 0.69, loss: 3058.07, tv: 433.8
Step 14, time: 2.52 s, update: 0.67, loss: 3150.45, tv: 442.9
Step 15, time: 2.50 s, update: 0.66, loss: 3075.77, tv: 450.6
Step 16, time: 2.49 s, update: 0.64, loss: 3016.59, tv: 457.4
Step 17, time: 2.52 s, update: 0.63, loss: 3173.91, tv: 463.5
Step 18, time: 2.51 s, update: 0.61, loss: 3133.25, tv: 468.8
Step 19, time: 2.52 s, update: 0.60, loss: 3134.91, tv: 473.7
Step 20, time: 2.51 s, update: 0.58, loss: 3080.24, tv: 478.1
Step 21, time: 2.50 s, update: 0.57, loss: 3138.13, tv: 482.1
Step 22, time: 2.50 s, update: 0.56, loss: 3088.31, tv: 486.0
Step 23, time: 2.50 s, update: 0.55, loss: 3083.11, tv: 489.9
Step 24, time: 2.49 s, update: 0.54, loss: 3174.8, tv: 493.6
Step 25, time: 2.48 s, update: 0.53, loss: 3123.21, tv: 497.4
Step 26, time: 2.49 s, update: 0.52, loss: 3126.41, tv: 501.2
Step 27, time: 2.49 s, update: 0.51, loss: 3124.28, tv: 505.0
Step 28, time: 2.48 s, update: 0.50, loss: 3163.97, tv: 509.0
Step 29, time: 2.52 s, update: 0.49, loss: 3146.94, tv: 513.1
Step 30, time: 2.47 s, update: 0.48, loss: 3119.6, tv: 517.2
Step 31, time: 2.49 s, update: 0.48, loss: 3070.43, tv: 521.5
Step 32, time: 2.52 s, update: 0.47, loss: 3202.67, tv: 525.7
--------------------------------------------------------------------------------
top - 00:48:54 up  2:28,  0 users,  load average: 1.07, 0.74, 1.19
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 30.7%us, 13.0%sy,  0.0%ni, 56.1%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3161684k used, 59720928k free,    65800k buffers
Swap:        0k total,        0k used,        0k free,  1382192k 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    79W / 149W |   1560MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7861      C   python                                      1547MiB |
7805 python 30.0 791M 646252 1.0 7805 TS - 0 19 1 Ssl wait
7861 python 255 1297M 1909200 3.0 7861 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 32976 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: 16.89 s, update: 0.13, loss: 2077.34, tv: 280.8
Step 2, time: 4.84 s, update: 0.25, loss: 1870.17, tv: 283.8
Step 3, time: 4.87 s, update: 0.37, loss: 1710.41, tv: 289.9
Step 4, time: 4.89 s, update: 0.46, loss: 1611.1, tv: 299.1
Step 5, time: 4.86 s, update: 0.52, loss: 1636.52, tv: 310.8
Step 6, time: 4.89 s, update: 0.55, loss: 1678.18, tv: 323.6
Step 7, time: 4.88 s, update: 0.56, loss: 1584.05, tv: 336.4
Step 8, time: 4.89 s, update: 0.56, loss: 1471.94, tv: 348.6
Step 9, time: 4.88 s, update: 0.56, loss: 1419.82, tv: 359.6
Step 10, time: 4.86 s, update: 0.56, loss: 1470.83, tv: 369.5
Step 11, time: 4.87 s, update: 0.56, loss: 1386.11, tv: 378.4
Step 12, time: 4.93 s, update: 0.56, loss: 1371.85, tv: 386.5
Step 13, time: 4.82 s, update: 0.56, loss: 1400.85, tv: 394.1
Step 14, time: 4.84 s, update: 0.56, loss: 1373.55, tv: 401.2
Step 15, time: 4.86 s, update: 0.55, loss: 1378.33, tv: 408.1
Step 16, time: 4.90 s, update: 0.55, loss: 1384.28, tv: 414.6
Step 17, time: 4.94 s, update: 0.54, loss: 1365.93, tv: 421.0
Step 18, time: 4.93 s, update: 0.53, loss: 1395.55, tv: 427.2
Step 19, time: 4.89 s, update: 0.53, loss: 1350.49, tv: 433.5
Step 20, time: 4.94 s, update: 0.52, loss: 1392.08, tv: 439.9
Step 21, time: 4.91 s, update: 0.51, loss: 1407.02, tv: 446.5
Step 22, time: 4.91 s, update: 0.51, loss: 1404.54, tv: 453.2
Step 23, time: 4.93 s, update: 0.50, loss: 1373.5, tv: 459.9
Step 24, time: 4.91 s, update: 0.49, loss: 1370.15, tv: 466.6
Step 25, time: 4.88 s, update: 0.48, loss: 1356.27, tv: 473.4
Step 26, time: 4.91 s, update: 0.48, loss: 1377.87, tv: 480.2
Step 27, time: 4.86 s, update: 0.47, loss: 1369.31, tv: 487.1
Step 28, time: 4.87 s, update: 0.46, loss: 1341.96, tv: 494.1
Step 29, time: 4.86 s, update: 0.45, loss: 1374.08, tv: 501.1
Step 30, time: 4.89 s, update: 0.45, loss: 1427.04, tv: 508.1
Step 31, time: 4.87 s, update: 0.44, loss: 1384.59, tv: 515.1
Step 32, time: 4.88 s, update: 0.43, loss: 1403.25, tv: 522.0
Step 33, time: 4.92 s, update: 0.42, loss: 1377.18, tv: 528.9
Step 34, time: 4.90 s, update: 0.42, loss: 1360.82, tv: 535.6
Step 35, time: 4.86 s, update: 0.41, loss: 1351.61, tv: 542.3
Step 36, time: 4.88 s, update: 0.40, loss: 1344.22, tv: 548.9
Step 37, time: 4.89 s, update: 0.40, loss: 1327.57, tv: 555.4
Step 38, time: 4.88 s, update: 0.39, loss: 1374.39, tv: 561.9
Step 39, time: 4.89 s, update: 0.39, loss: 1337.44, tv: 568.2
Step 40, time: 4.92 s, update: 0.38, loss: 1333.45, tv: 574.5
Step 41, time: 4.87 s, update: 0.38, loss: 1318.85, tv: 580.7
Step 42, time: 4.86 s, update: 0.37, loss: 1351.86, tv: 586.7
Step 43, time: 4.87 s, update: 0.37, loss: 1370.01, tv: 592.6
Step 44, time: 4.87 s, update: 0.36, loss: 1332.2, tv: 598.3
Step 45, time: 4.89 s, update: 0.36, loss: 1337.79, tv: 603.9
Step 46, time: 4.90 s, update: 0.36, loss: 1308.93, tv: 609.2
Step 47, time: 4.85 s, update: 0.35, loss: 1370.91, tv: 614.4
Step 48, time: 4.87 s, update: 0.35, loss: 1309.93, tv: 619.4
Step 49, time: 4.94 s, update: 0.35, loss: 1370.04, tv: 624.3
Step 50, time: 4.87 s, update: 0.34, loss: 1308.74, tv: 629.0
Step 51, time: 4.86 s, update: 0.34, loss: 1320.8, tv: 633.6
Step 52, time: 4.88 s, update: 0.34, loss: 1311.44, tv: 638.2
Step 53, time: 4.91 s, update: 0.33, loss: 1303.55, tv: 642.6
Step 54, time: 4.89 s, update: 0.33, loss: 1297.65, tv: 646.8
Step 55, time: 4.94 s, update: 0.33, loss: 1366.92, tv: 650.9
Step 56, time: 4.87 s, update: 0.32, loss: 1284.51, tv: 654.8
Step 57, time: 4.89 s, update: 0.32, loss: 1293.26, tv: 658.6
Step 58, time: 4.88 s, update: 0.32, loss: 1302.93, tv: 662.2
Step 59, time: 4.87 s, update: 0.31, loss: 1330.18, tv: 665.7
Step 60, time: 4.87 s, update: 0.31, loss: 1322.75, tv: 669.2
Step 61, time: 4.86 s, update: 0.31, loss: 1324.41, tv: 672.5
Step 62, time: 4.89 s, update: 0.31, loss: 1295.51, tv: 675.8
Step 63, time: 4.91 s, update: 0.31, loss: 1339.66, tv: 679.0
Step 64, time: 4.92 s, update: 0.30, loss: 1298.51, tv: 682.1
--------------------------------------------------------------------------------
top - 00:54:18 up  2:34,  0 users,  load average: 1.72, 1.71, 1.50
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.1%us, 13.2%sy,  0.0%ni, 55.5%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3986844k used, 58895768k free,    65860k buffers
Swap:        0k total,        0k used,        0k free,  1876764k 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    80W / 149W |   2713MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7861      C   python                                      2700MiB |
7805 python 22.4 794M 635880 1.0 7805 TS - 0 19 2 Ssl wait
7861 python 237 1624M 2738292 4.3 7861 TS - 0 19 0 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 29304 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: 32.70 s, update: 0.11, loss: 850.579, tv: 363.9
Step 2, time: 9.80 s, update: 0.22, loss: 799.173, tv: 366.9
Step 3, time: 9.83 s, update: 0.31, loss: 781.31, tv: 372.7
Step 4, time: 9.88 s, update: 0.38, loss: 846.358, tv: 380.1
Step 5, time: 9.81 s, update: 0.43, loss: 809.756, tv: 388.8
Step 6, time: 9.78 s, update: 0.47, loss: 719.097, tv: 397.8
Step 7, time: 9.83 s, update: 0.50, loss: 718.254, tv: 406.5
Step 8, time: 9.77 s, update: 0.51, loss: 696.763, tv: 414.4
Step 9, time: 9.86 s, update: 0.52, loss: 669.703, tv: 421.4
Step 10, time: 9.75 s, update: 0.53, loss: 651.746, tv: 427.5
Step 11, time: 9.78 s, update: 0.53, loss: 658.281, tv: 432.7
Step 12, time: 9.80 s, update: 0.53, loss: 635.089, tv: 437.2
Step 13, time: 9.77 s, update: 0.53, loss: 628.976, tv: 441.2
Step 14, time: 9.86 s, update: 0.53, loss: 620.044, tv: 444.8
Step 15, time: 9.82 s, update: 0.53, loss: 663.616, tv: 448.2
Step 16, time: 9.82 s, update: 0.52, loss: 640.623, tv: 451.5
Step 17, time: 9.81 s, update: 0.52, loss: 636.661, tv: 454.9
Step 18, time: 9.74 s, update: 0.51, loss: 628.295, tv: 458.3
Step 19, time: 9.89 s, update: 0.51, loss: 618.162, tv: 462.0
Step 20, time: 9.78 s, update: 0.50, loss: 675, tv: 465.9
Step 21, time: 9.81 s, update: 0.50, loss: 633.888, tv: 470.1
Step 22, time: 9.80 s, update: 0.49, loss: 669.988, tv: 474.7
Step 23, time: 9.81 s, update: 0.48, loss: 619.956, tv: 479.7
Step 24, time: 9.92 s, update: 0.48, loss: 614.791, tv: 485.0
Step 25, time: 9.80 s, update: 0.47, loss: 642.837, tv: 490.7
Step 26, time: 9.79 s, update: 0.46, loss: 680.603, tv: 496.6
Step 27, time: 9.80 s, update: 0.45, loss: 627.423, tv: 502.8
Step 28, time: 9.82 s, update: 0.44, loss: 606.241, tv: 509.1
Step 29, time: 9.91 s, update: 0.43, loss: 604.254, tv: 515.7
Step 30, time: 9.78 s, update: 0.43, loss: 624.012, tv: 522.3
Step 31, time: 9.77 s, update: 0.42, loss: 634.062, tv: 529.1
Step 32, time: 9.80 s, update: 0.41, loss: 622.452, tv: 536.0
Step 33, time: 9.81 s, update: 0.41, loss: 596.099, tv: 542.8
Step 34, time: 9.89 s, update: 0.40, loss: 588.519, tv: 549.7
Step 35, time: 9.80 s, update: 0.39, loss: 588.678, tv: 556.6
Step 36, time: 9.82 s, update: 0.39, loss: 656.93, tv: 563.3
Step 37, time: 9.76 s, update: 0.38, loss: 627.123, tv: 570.0
Step 38, time: 9.76 s, update: 0.37, loss: 603.271, tv: 576.6
Step 39, time: 9.80 s, update: 0.37, loss: 614.845, tv: 583.1
Step 40, time: 9.75 s, update: 0.36, loss: 618.478, tv: 589.6
Step 41, time: 9.75 s, update: 0.36, loss: 599.109, tv: 595.9
Step 42, time: 9.77 s, update: 0.35, loss: 570.26, tv: 602.0
Step 43, time: 9.83 s, update: 0.35, loss: 621.264, tv: 608.0
Step 44, time: 9.87 s, update: 0.34, loss: 632.134, tv: 613.8
Step 45, time: 9.77 s, update: 0.34, loss: 587.725, tv: 619.3
Step 46, time: 9.78 s, update: 0.33, loss: 626.985, tv: 624.7
Step 47, time: 9.78 s, update: 0.33, loss: 580.992, tv: 630.0
Step 48, time: 9.80 s, update: 0.32, loss: 608.238, tv: 635.2
--------------------------------------------------------------------------------
top - 01:02:32 up  2:42,  0 users,  load average: 2.39, 2.15, 1.81
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,  0.1%st
Mem:  62882612k total,  5388832k used, 57493780k free,    65960k buffers
Swap:        0k total,        0k used,        0k free,  2457972k 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      7861      C   python                                      4053MiB |
7805 python 21.4 964M 783712 1.2 7805 TS - 0 19 1 Ssl wait
7861 python 216 2271M 3982204 6.3 7861 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 26024 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: 76.69 s, update: 0.11, loss: 641.029, tv: 341.3
Step 2, time: 20.75 s, update: 0.20, loss: 654.115, tv: 342.9
Step 3, time: 20.78 s, update: 0.28, loss: 603.478, tv: 346.0
Step 4, time: 20.93 s, update: 0.34, loss: 606.624, tv: 349.9
Step 5, time: 20.86 s, update: 0.39, loss: 564.548, tv: 354.5
Step 6, time: 20.83 s, update: 0.42, loss: 588.801, tv: 359.1
Step 7, time: 20.96 s, update: 0.45, loss: 577.304, tv: 363.4
Step 8, time: 20.83 s, update: 0.47, loss: 559.638, tv: 367.0
Step 9, time: 20.79 s, update: 0.48, loss: 575.363, tv: 369.9
Step 10, time: 20.91 s, update: 0.50, loss: 547.151, tv: 372.3
Step 11, time: 20.81 s, update: 0.50, loss: 534.903, tv: 374.2
Step 12, time: 20.78 s, update: 0.51, loss: 582.421, tv: 375.6
Step 13, time: 20.93 s, update: 0.51, loss: 546.148, tv: 376.7
Step 14, time: 20.86 s, update: 0.51, loss: 532.573, tv: 377.6
Step 15, time: 20.81 s, update: 0.51, loss: 531.632, tv: 378.4
Step 16, time: 20.90 s, update: 0.51, loss: 546.867, tv: 379.2
Step 17, time: 20.80 s, update: 0.51, loss: 539.564, tv: 380.0
Step 18, time: 20.84 s, update: 0.51, loss: 545.8, tv: 381.0
Step 19, time: 20.91 s, update: 0.51, loss: 520.031, tv: 382.1
Step 20, time: 20.93 s, update: 0.51, loss: 516.631, tv: 383.6
Step 21, time: 21.03 s, update: 0.50, loss: 522.205, tv: 385.3
Step 22, time: 20.86 s, update: 0.50, loss: 547.571, tv: 387.4
Step 23, time: 20.90 s, update: 0.50, loss: 530.794, tv: 389.7
Step 24, time: 20.99 s, update: 0.49, loss: 531.712, tv: 392.4
--------------------------------------------------------------------------------
top - 01:11:49 up  2:51,  0 users,  load average: 2.02, 2.19, 2.00
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.9%us, 13.4%sy,  0.0%ni, 54.6%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  7283244k used, 55599368k free,    66052k buffers
Swap:        0k total,        0k used,        0k free,  3528652k 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    80W / 149W |   6562MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0      7861      C   python                                      6545MiB |
7805 python 22.7 1165M 937100 1.4 7805 TS - 0 19 2 Ssl wait
7861 python 203 2913M 5709904 9.0 7861 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18552 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 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: 151.00 s, update: 0.12, loss: 549.018, tv: 209.2
Step 2, time: 42.16 s, update: 0.21, loss: 551.143, tv: 208.9
Step 3, time: 42.14 s, update: 0.30, loss: 564.412, tv: 209.0
Step 4, time: 42.28 s, update: 0.37, loss: 534.704, tv: 209.4
Step 5, time: 42.20 s, update: 0.42, loss: 524.345, tv: 210.3
Step 6, time: 42.32 s, update: 0.46, loss: 489.833, tv: 211.5
Step 7, time: 42.27 s, update: 0.48, loss: 556.928, tv: 212.8
Step 8, time: 42.17 s, update: 0.50, loss: 502.866, tv: 214.1
Step 9, time: 42.15 s, update: 0.52, loss: 541.484, tv: 215.3
Step 10, time: 42.34 s, update: 0.52, loss: 499.407, tv: 216.4
Step 11, time: 42.33 s, update: 0.53, loss: 480.618, tv: 217.3
Step 12, time: 42.27 s, update: 0.54, loss: 485.394, tv: 218.2
--------------------------------------------------------------------------------
top - 01:22:04 up  3:01,  0 users,  load average: 2.04, 2.17, 2.07
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.1%us, 13.4%sy,  0.0%ni, 54.3%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  8664640k used, 54217972k free,    66176k buffers
Swap:        0k total,        0k used,        0k free,  3528652k 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      7861      C   python                                      6545MiB |
7805 python 24.7 1471M 1210684 1.9 7805 TS - 0 19 3 Ssl wait
7861 python 194 3992M 6814612 10.8 7861 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18552 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: 291.38 s, update: 0.14, loss: 454.32, tv: 113.5
--------------------------------------------------------------------------------
top - 01:26:56 up  3:06,  0 users,  load average: 1.79, 1.84, 1.94
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.0%us, 13.5%sy,  0.0%ni, 54.4%id,  0.0%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total, 10114832k used, 52767780k free,    66216k buffers
Swap:        0k total,        0k used,        0k free,  3529600k 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      7861      C   python                                      6547MiB |
7805 python 28.8 1981M 1719488 2.7 7805 TS - 0 19 0 Ssl wait
7861 python 183 4908M 7753788 12.3 7861 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 121M 18552 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_004/Specification_20191024_221845_004_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_004/Specification_20191024_221845_004.png.
Run 191025_004704 ending after 40m 5.653s.
2019-10-25 01:27:10,319 INFO RenderTime: 2408
2019-10-25 01:30:35,588 INFO ProjectTime: 2826
2019-10-25 01:30:35,589 INFO ProjectCost: 0.71

Specification_20191024_221845_004_P_Print

Specification_20191024_221845_004_S_Style_001

Specification_20191024_221845_004_S_Style_002

Specification_20191024_221845_004_S_Style_003

Specification_20191024_221845_004_Spectrogram

All rights reserved. © 2019 Dennis Kirschenmann