Specification_20191024_221845_008

Specification_20191024_221845_008

Specification_20191024_221845_008

Specification_20191024_221845_008

Specification_20191024_221845_008_C_Content

Specification_20191024_221845_008_Credits

Specification_20191024_221845_008
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_08.jpg
Styles: Specification_20191024_221845_008_002.jpg, Specification_20191024_221845_009_003.jpg, Specification_20191024_221845_002_002.jpg
Render Time: 00:40:01
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_008_Deconstructed

Specification_20191024_221845_008_Deconstructed_Spectrogram

Specification_20191024_221845_008_E_Enhanced

Specification_20191024_221845_008_Log

2019-10-25 03:51:55,054 INFO SpecificatonCanvas-02_08.jpg
2019-10-25 03:52:01,003 INFO Specification_20191024_221845_008_C_Content.png
2019-10-25 03:52:01,003 INFO Specification_20191024_221845_008_002.jpg
2019-10-25 03:52:52,797 INFO Specification_20191024_221845_008_S_Style_001.png
2019-10-25 03:52:52,797 INFO Specification_20191024_221845_009_003.jpg
2019-10-25 03:53:42,002 INFO Specification_20191024_221845_008_S_Style_002.png
2019-10-25 03:53:42,002 INFO Specification_20191024_221845_002_002.jpg
2019-10-25 03:54:47,293 INFO Specification_20191024_221845_008_S_Style_003.png
2019-10-25 03:54:47,293 INFO Packaging Project: Specification_20191024_221845_008
2019-10-25 03:55:16,393 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_S_Style_003.png' --project 'Specification_20191024_221845_008' --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 04:35:17,475 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_008/Specification_20191024_221845_008_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_008/Specification_20191024_221845_008_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_008'
        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_008/Specification_20191024_221845_008_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_008/Specification_20191024_221845_008_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_035518 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: 21013.2, tv: 354.0
Step 2, time: 0.69 s, update: 1.01, loss: 19149.6, tv: 367.4
--------------------------------------------------------------------------------
top - 03:55:26 up  5:35,  0 users,  load average: 0.41, 0.53, 1.27
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.2%us, 13.1%sy,  0.0%ni, 55.5%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3363440k used, 59519172k free,   491776k buffers
Swap:        0k total,        0k used,        0k free,  1179432k 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     10464      C   python                                       963MiB |
10408 python 87.8 797M 664560 1.0 10408 TS - 0 19 3 Ssl wait
10464 python 142 1052M 1406816 2.2 10464 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 28344 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: 5.70 s, update: 0.77, loss: 10139.4, tv: 203.0
Step 2, time: 1.31 s, update: 1.02, loss: 9289.25, tv: 223.2
Step 3, time: 1.27 s, update: 1.15, loss: 8554.22, tv: 253.8
Step 4, time: 1.28 s, update: 1.22, loss: 7605.43, tv: 294.9
Step 5, time: 1.27 s, update: 1.23, loss: 7290.84, tv: 344.1
Step 6, time: 1.28 s, update: 1.18, loss: 7300.57, tv: 396.7
Step 7, time: 1.28 s, update: 1.10, loss: 7255.75, tv: 447.7
Step 8, time: 1.28 s, update: 1.00, loss: 6991.62, tv: 493.4
--------------------------------------------------------------------------------
top - 03:55:41 up  5:35,  0 users,  load average: 0.76, 0.61, 1.28
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.2%us, 13.1%sy,  0.0%ni, 55.5%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3649252k used, 59233360k free,   491784k buffers
Swap:        0k total,        0k used,        0k free,  1428168k 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     10464      C   python                                      1543MiB |
10408 python 57.8 750M 610884 0.9 10408 TS - 0 19 3 Ssl wait
10464 python 207 1135M 1740448 2.7 10464 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 28344 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: 9.17 s, update: 0.26, loss: 4679.13, tv: 269.4
Step 2, time: 2.47 s, update: 0.47, loss: 3957.17, tv: 273.5
Step 3, time: 2.48 s, update: 0.64, loss: 3556.12, tv: 282.3
Step 4, time: 2.47 s, update: 0.78, loss: 3263.05, tv: 296.6
Step 5, time: 2.43 s, update: 0.87, loss: 3073.94, tv: 316.6
Step 6, time: 2.48 s, update: 0.91, loss: 3179.29, tv: 340.9
Step 7, time: 2.49 s, update: 0.90, loss: 3101.9, tv: 367.3
Step 8, time: 2.49 s, update: 0.87, loss: 3033.78, tv: 393.5
Step 9, time: 2.47 s, update: 0.82, loss: 2840.32, tv: 417.7
Step 10, time: 2.52 s, update: 0.77, loss: 2876.91, tv: 438.6
Step 11, time: 2.51 s, update: 0.73, loss: 2814.62, tv: 455.8
Step 12, time: 2.50 s, update: 0.69, loss: 2981.9, tv: 469.7
Step 13, time: 2.53 s, update: 0.67, loss: 2886.49, tv: 481.0
Step 14, time: 2.45 s, update: 0.65, loss: 2927.37, tv: 490.8
Step 15, time: 2.50 s, update: 0.63, loss: 2885.3, tv: 499.5
Step 16, time: 2.51 s, update: 0.62, loss: 2863.58, tv: 507.7
Step 17, time: 2.51 s, update: 0.61, loss: 2992.21, tv: 515.6
Step 18, time: 2.49 s, update: 0.60, loss: 2939.33, tv: 522.9
Step 19, time: 2.44 s, update: 0.59, loss: 2929.13, tv: 529.6
Step 20, time: 2.49 s, update: 0.58, loss: 2830.31, tv: 535.6
Step 21, time: 2.50 s, update: 0.57, loss: 2956.48, tv: 541.3
Step 22, time: 2.50 s, update: 0.56, loss: 2910.05, tv: 546.5
Step 23, time: 2.49 s, update: 0.55, loss: 2963.84, tv: 551.6
Step 24, time: 2.49 s, update: 0.54, loss: 2913.6, tv: 556.6
Step 25, time: 2.50 s, update: 0.53, loss: 2847.58, tv: 561.3
Step 26, time: 2.51 s, update: 0.52, loss: 2889.11, tv: 565.8
Step 27, time: 2.50 s, update: 0.51, loss: 2866.95, tv: 570.1
Step 28, time: 2.51 s, update: 0.50, loss: 2876.78, tv: 574.2
Step 29, time: 2.51 s, update: 0.49, loss: 2844.63, tv: 578.0
Step 30, time: 2.43 s, update: 0.49, loss: 2822.49, tv: 581.9
Step 31, time: 2.49 s, update: 0.48, loss: 2811.31, tv: 586.0
Step 32, time: 2.42 s, update: 0.47, loss: 2958.02, tv: 590.1
--------------------------------------------------------------------------------
top - 03:57:07 up  5:36,  0 users,  load average: 0.93, 0.73, 1.26
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.3%us, 13.2%sy,  0.0%ni, 55.4%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  3853292k used, 59029320k free,   491792k buffers
Swap:        0k total,        0k used,        0k free,  1430256k 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    78W / 149W |   1560MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     10464      C   python                                      1547MiB |
10408 python 30.4 791M 645912 1.0 10408 TS - 0 19 3 Ssl wait
10464 python 257 1297M 1909000 3.0 10464 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 28604 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: 16.80 s, update: 0.12, loss: 2085.12, tv: 315.1
Step 2, time: 4.90 s, update: 0.25, loss: 1766.5, tv: 318.8
Step 3, time: 4.92 s, update: 0.37, loss: 1516.64, tv: 326.0
Step 4, time: 4.84 s, update: 0.47, loss: 1455.17, tv: 337.1
Step 5, time: 4.84 s, update: 0.53, loss: 1566.16, tv: 350.8
Step 6, time: 4.86 s, update: 0.57, loss: 1669.11, tv: 366.2
Step 7, time: 4.90 s, update: 0.58, loss: 1444.08, tv: 381.8
Step 8, time: 4.83 s, update: 0.58, loss: 1312.68, tv: 396.3
Step 9, time: 4.89 s, update: 0.58, loss: 1262.76, tv: 409.4
Step 10, time: 4.84 s, update: 0.58, loss: 1324.33, tv: 421.2
Step 11, time: 4.86 s, update: 0.58, loss: 1299.42, tv: 432.1
Step 12, time: 4.86 s, update: 0.58, loss: 1227, tv: 442.7
Step 13, time: 4.84 s, update: 0.58, loss: 1228.67, tv: 453.3
Step 14, time: 4.90 s, update: 0.58, loss: 1221.34, tv: 463.8
Step 15, time: 4.84 s, update: 0.57, loss: 1282.32, tv: 474.3
Step 16, time: 4.84 s, update: 0.57, loss: 1293.28, tv: 484.7
Step 17, time: 4.84 s, update: 0.56, loss: 1235.12, tv: 494.8
Step 18, time: 4.84 s, update: 0.55, loss: 1272.83, tv: 504.7
Step 19, time: 4.91 s, update: 0.54, loss: 1222.36, tv: 514.4
Step 20, time: 4.93 s, update: 0.53, loss: 1295.14, tv: 524.2
Step 21, time: 4.97 s, update: 0.52, loss: 1252.38, tv: 533.8
Step 22, time: 4.86 s, update: 0.51, loss: 1282.25, tv: 543.1
Step 23, time: 4.89 s, update: 0.49, loss: 1229.03, tv: 552.3
Step 24, time: 4.88 s, update: 0.48, loss: 1240.44, tv: 561.4
Step 25, time: 4.91 s, update: 0.48, loss: 1203.12, tv: 570.3
Step 26, time: 4.84 s, update: 0.47, loss: 1216.03, tv: 579.3
Step 27, time: 4.83 s, update: 0.46, loss: 1241.38, tv: 588.3
Step 28, time: 4.87 s, update: 0.45, loss: 1195.5, tv: 597.3
Step 29, time: 4.88 s, update: 0.45, loss: 1266.32, tv: 606.3
Step 30, time: 4.93 s, update: 0.44, loss: 1243.17, tv: 615.3
Step 31, time: 4.91 s, update: 0.43, loss: 1228.16, tv: 624.3
Step 32, time: 4.88 s, update: 0.42, loss: 1211.45, tv: 633.1
Step 33, time: 4.86 s, update: 0.42, loss: 1216.16, tv: 641.8
Step 34, time: 4.86 s, update: 0.41, loss: 1199.82, tv: 650.5
Step 35, time: 4.89 s, update: 0.40, loss: 1196.45, tv: 659.0
Step 36, time: 4.83 s, update: 0.40, loss: 1177.35, tv: 667.4
Step 37, time: 4.84 s, update: 0.39, loss: 1169.79, tv: 675.5
Step 38, time: 4.89 s, update: 0.38, loss: 1212.08, tv: 683.4
Step 39, time: 4.87 s, update: 0.38, loss: 1212.47, tv: 691.3
Step 40, time: 4.88 s, update: 0.37, loss: 1203.8, tv: 698.9
Step 41, time: 4.85 s, update: 0.37, loss: 1185.52, tv: 706.4
Step 42, time: 4.85 s, update: 0.36, loss: 1245.25, tv: 713.6
Step 43, time: 4.85 s, update: 0.36, loss: 1207.91, tv: 720.6
Step 44, time: 4.86 s, update: 0.35, loss: 1178.21, tv: 727.4
Step 45, time: 4.88 s, update: 0.35, loss: 1198.11, tv: 734.0
Step 46, time: 4.88 s, update: 0.34, loss: 1177.65, tv: 740.4
Step 47, time: 4.93 s, update: 0.34, loss: 1214.58, tv: 746.5
Step 48, time: 4.86 s, update: 0.33, loss: 1187.64, tv: 752.5
Step 49, time: 4.89 s, update: 0.33, loss: 1228.3, tv: 758.2
Step 50, time: 4.92 s, update: 0.33, loss: 1177.37, tv: 763.8
Step 51, time: 4.84 s, update: 0.32, loss: 1197.79, tv: 769.2
Step 52, time: 4.85 s, update: 0.32, loss: 1169.77, tv: 774.4
Step 53, time: 4.89 s, update: 0.32, loss: 1191.99, tv: 779.4
Step 54, time: 4.84 s, update: 0.31, loss: 1173.65, tv: 784.2
Step 55, time: 4.84 s, update: 0.31, loss: 1206.82, tv: 788.9
Step 56, time: 4.87 s, update: 0.31, loss: 1174.75, tv: 793.5
Step 57, time: 4.88 s, update: 0.30, loss: 1170.89, tv: 797.9
Step 58, time: 4.85 s, update: 0.30, loss: 1189.65, tv: 802.1
Step 59, time: 4.86 s, update: 0.30, loss: 1200.38, tv: 806.1
Step 60, time: 4.86 s, update: 0.29, loss: 1179.34, tv: 810.0
Step 61, time: 4.85 s, update: 0.29, loss: 1191.59, tv: 813.7
Step 62, time: 4.86 s, update: 0.29, loss: 1163.66, tv: 817.4
Step 63, time: 4.86 s, update: 0.29, loss: 1200.22, tv: 821.0
Step 64, time: 4.89 s, update: 0.29, loss: 1226.12, tv: 824.4
--------------------------------------------------------------------------------
top - 04:02:31 up  5:42,  0 users,  load average: 2.53, 1.90, 1.62
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.5%us, 13.3%sy,  0.0%ni, 55.1%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  4681572k used, 58201040k free,   491856k buffers
Swap:        0k total,        0k used,        0k free,  1924828k 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     10464      C   python                                      2700MiB |
10408 python 22.4 794M 635540 1.0 10408 TS - 0 19 1 Ssl wait
10464 python 237 1624M 2738096 4.3 10464 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 28604 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: 32.76 s, update: 0.12, loss: 833.484, tv: 441.1
Step 2, time: 9.77 s, update: 0.23, loss: 696.659, tv: 444.8
Step 3, time: 9.75 s, update: 0.32, loss: 676.736, tv: 451.1
Step 4, time: 9.82 s, update: 0.40, loss: 752.47, tv: 460.3
Step 5, time: 9.72 s, update: 0.45, loss: 781.454, tv: 470.8
Step 6, time: 9.74 s, update: 0.49, loss: 681.91, tv: 481.6
Step 7, time: 9.79 s, update: 0.51, loss: 634.565, tv: 492.1
Step 8, time: 9.77 s, update: 0.53, loss: 648.941, tv: 501.8
Step 9, time: 9.81 s, update: 0.54, loss: 606.95, tv: 510.6
Step 10, time: 9.77 s, update: 0.55, loss: 608.205, tv: 518.7
Step 11, time: 9.79 s, update: 0.55, loss: 601.884, tv: 526.3
Step 12, time: 9.77 s, update: 0.56, loss: 594.487, tv: 533.7
Step 13, time: 9.78 s, update: 0.56, loss: 577.893, tv: 541.1
Step 14, time: 9.82 s, update: 0.55, loss: 572.202, tv: 548.5
Step 15, time: 9.78 s, update: 0.55, loss: 599.307, tv: 555.7
Step 16, time: 9.76 s, update: 0.54, loss: 573.193, tv: 562.7
Step 17, time: 9.75 s, update: 0.53, loss: 590.254, tv: 569.6
Step 18, time: 9.78 s, update: 0.52, loss: 563.178, tv: 576.4
Step 19, time: 9.91 s, update: 0.52, loss: 562.389, tv: 583.2
Step 20, time: 9.80 s, update: 0.50, loss: 611.814, tv: 590.0
Step 21, time: 9.78 s, update: 0.50, loss: 578.548, tv: 596.9
Step 22, time: 9.76 s, update: 0.49, loss: 596.173, tv: 603.9
Step 23, time: 9.77 s, update: 0.48, loss: 545.112, tv: 611.2
Step 24, time: 9.88 s, update: 0.47, loss: 557.7, tv: 618.9
Step 25, time: 9.79 s, update: 0.46, loss: 570.656, tv: 626.7
Step 26, time: 9.79 s, update: 0.45, loss: 594.758, tv: 634.7
Step 27, time: 9.77 s, update: 0.45, loss: 556.743, tv: 642.8
Step 28, time: 9.77 s, update: 0.44, loss: 533.243, tv: 651.2
Step 29, time: 9.86 s, update: 0.43, loss: 539.941, tv: 659.8
Step 30, time: 9.81 s, update: 0.42, loss: 559.185, tv: 668.5
Step 31, time: 9.79 s, update: 0.41, loss: 560.215, tv: 677.2
Step 32, time: 9.77 s, update: 0.40, loss: 548.469, tv: 686.0
Step 33, time: 9.80 s, update: 0.40, loss: 537.883, tv: 694.7
Step 34, time: 9.85 s, update: 0.39, loss: 534.147, tv: 703.4
Step 35, time: 9.73 s, update: 0.38, loss: 522.69, tv: 711.9
Step 36, time: 9.74 s, update: 0.37, loss: 604.512, tv: 720.3
Step 37, time: 9.79 s, update: 0.37, loss: 567.982, tv: 728.4
Step 38, time: 9.80 s, update: 0.36, loss: 549.599, tv: 736.3
Step 39, time: 9.80 s, update: 0.35, loss: 566.092, tv: 744.0
Step 40, time: 9.79 s, update: 0.35, loss: 549.31, tv: 751.6
Step 41, time: 9.79 s, update: 0.34, loss: 541.643, tv: 759.0
Step 42, time: 9.74 s, update: 0.34, loss: 519.838, tv: 766.2
Step 43, time: 9.77 s, update: 0.33, loss: 563.245, tv: 773.3
Step 44, time: 9.79 s, update: 0.33, loss: 564.301, tv: 779.9
Step 45, time: 9.78 s, update: 0.32, loss: 541.642, tv: 786.3
Step 46, time: 9.74 s, update: 0.32, loss: 556.693, tv: 792.4
Step 47, time: 9.77 s, update: 0.31, loss: 545.581, tv: 798.3
Step 48, time: 9.75 s, update: 0.31, loss: 543.263, tv: 804.2
--------------------------------------------------------------------------------
top - 04:10:44 up  5:50,  0 users,  load average: 2.10, 2.13, 1.84
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.7%us, 13.3%sy,  0.0%ni, 54.9%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  6075984k used, 56806628k free,   491936k buffers
Swap:        0k total,        0k used,        0k free,  2506032k 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     10464      C   python                                      4053MiB |
10408 python 21.4 964M 783036 1.2 10408 TS - 0 19 1 Ssl wait
10464 python 216 2271M 3982008 6.3 10464 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18900 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: 76.58 s, update: 0.11, loss: 619.341, tv: 434.0
Step 2, time: 20.93 s, update: 0.20, loss: 625.029, tv: 435.6
Step 3, time: 20.71 s, update: 0.28, loss: 551.698, tv: 438.7
Step 4, time: 20.79 s, update: 0.34, loss: 519.816, tv: 442.8
Step 5, time: 20.84 s, update: 0.40, loss: 565.984, tv: 447.7
Step 6, time: 20.77 s, update: 0.44, loss: 557.605, tv: 452.9
Step 7, time: 20.78 s, update: 0.47, loss: 551.109, tv: 457.5
Step 8, time: 20.83 s, update: 0.49, loss: 551.05, tv: 461.4
Step 9, time: 20.77 s, update: 0.51, loss: 524.44, tv: 464.6
Step 10, time: 20.75 s, update: 0.53, loss: 508.213, tv: 467.3
Step 11, time: 20.76 s, update: 0.54, loss: 495.456, tv: 469.8
Step 12, time: 20.75 s, update: 0.55, loss: 527.235, tv: 471.9
Step 13, time: 20.70 s, update: 0.56, loss: 502.784, tv: 474.1
Step 14, time: 20.89 s, update: 0.57, loss: 513.154, tv: 476.0
Step 15, time: 20.82 s, update: 0.57, loss: 488.593, tv: 477.8
Step 16, time: 20.84 s, update: 0.58, loss: 506.214, tv: 479.5
Step 17, time: 20.81 s, update: 0.58, loss: 530.024, tv: 481.1
Step 18, time: 20.81 s, update: 0.57, loss: 514.8, tv: 482.8
Step 19, time: 20.82 s, update: 0.57, loss: 484.749, tv: 484.5
Step 20, time: 20.92 s, update: 0.57, loss: 467.251, tv: 486.4
Step 21, time: 20.76 s, update: 0.56, loss: 482.717, tv: 488.6
Step 22, time: 20.76 s, update: 0.56, loss: 465.689, tv: 491.2
Step 23, time: 20.85 s, update: 0.55, loss: 483.674, tv: 494.1
Step 24, time: 20.76 s, update: 0.54, loss: 462.792, tv: 497.3
--------------------------------------------------------------------------------
top - 04:19:59 up  5:59,  0 users,  load average: 2.60, 2.33, 2.04
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.8%us, 13.3%sy,  0.0%ni, 54.7%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  7978436k used, 54904176k free,   492024k buffers
Swap:        0k total,        0k used,        0k free,  3576712k 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     10464      C   python                                      6545MiB |
10408 python 22.8 1165M 936420 1.4 10408 TS - 0 19 1 Ssl wait
10464 python 203 2913M 5709708 9.0 10464 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18900 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: 149.99 s, update: 0.12, loss: 530.235, tv: 266.1
Step 2, time: 42.02 s, update: 0.20, loss: 511.42, tv: 265.7
Step 3, time: 42.10 s, update: 0.27, loss: 516.76, tv: 265.7
Step 4, time: 42.17 s, update: 0.34, loss: 461.887, tv: 266.2
Step 5, time: 42.10 s, update: 0.39, loss: 459.178, tv: 267.3
Step 6, time: 42.08 s, update: 0.42, loss: 423.877, tv: 268.6
Step 7, time: 42.23 s, update: 0.45, loss: 491.026, tv: 270.1
Step 8, time: 42.13 s, update: 0.47, loss: 467.699, tv: 271.6
Step 9, time: 42.22 s, update: 0.48, loss: 470.734, tv: 273.1
Step 10, time: 42.28 s, update: 0.49, loss: 450.853, tv: 274.4
Step 11, time: 42.22 s, update: 0.50, loss: 427, tv: 275.7
Step 12, time: 42.04 s, update: 0.51, loss: 443.287, tv: 276.9
--------------------------------------------------------------------------------
top - 04:30:12 up  6:10,  0 users,  load average: 2.32, 2.26, 2.10
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 32.0%us, 13.4%sy,  0.0%ni, 54.5%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total,  9360168k used, 53522444k free,   492128k buffers
Swap:        0k total,        0k used,        0k free,  3576716k 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     10464      C   python                                      6545MiB |
10408 python 24.6 1471M 1210200 1.9 10408 TS - 0 19 2 Ssl wait
10464 python 194 3992M 6814416 10.8 10464 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18900 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: 291.61 s, update: 0.13, loss: 439.021, tv: 144.7
--------------------------------------------------------------------------------
top - 04:35:04 up  6:14,  0 users,  load average: 1.91, 1.94, 1.99
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.9%us, 13.4%sy,  0.0%ni, 54.6%id,  0.1%wa,  0.0%hi,  0.0%si,  0.1%st
Mem:  62882612k total, 10832816k used, 52049796k free,   492184k buffers
Swap:        0k total,        0k used,        0k free,  3577664k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    69W / 149W |   6564MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     10464      C   python                                      6547MiB |
10408 python 28.8 1981M 1740904 2.7 10408 TS - 0 19 0 Ssl wait
10464 python 183 4908M 7753592 12.3 10464 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 122M 18852 0.0 5465 TS - 0 19 1 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------
Image saved at path : /home/ec2-user/Neural/_Output_/Specification_20191024_221845_008/Specification_20191024_221845_008_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_008/Specification_20191024_221845_008.png.
Run 191025_035518 ending after 39m 58.952s.
2019-10-25 04:35:17,475 INFO RenderTime: 2401
2019-10-25 04:38:29,494 INFO ProjectTime: 2794
2019-10-25 04:38:29,494 INFO ProjectCost: 0.70

Specification_20191024_221845_008_P_Print

Specification_20191024_221845_008_S_Style_001

Specification_20191024_221845_008_S_Style_002

Specification_20191024_221845_008_S_Style_003

Specification_20191024_221845_008_Spectrogram

All rights reserved. © 2019 Dennis Kirschenmann