Specification_20191024_221845_012

Specification_20191024_221845_012

Specification_20191024_221845_012

Specification_20191024_221845_012

Specification_20191024_221845_012_C_Content

Specification_20191024_221845_012_Credits

Specification_20191024_221845_012
Engine: style_transfer https://github.com/crowsonkb/style_transfer
Content: SpecificatonCanvas-02_12.jpg
Styles: Specification_20191024_221845_009_001.jpg, Specification_20191024_221845_004_003.jpg, Specification_20191024_221845_012_002.jpg
Render Time: 00:39:58
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_012_Deconstructed

Specification_20191024_221845_012_Deconstructed_Spectrogram

Specification_20191024_221845_012_E_Enhanced

Specification_20191024_221845_012_Log

2019-10-25 07:00:47,274 INFO SpecificatonCanvas-02_12.jpg
2019-10-25 07:00:52,917 INFO Specification_20191024_221845_012_C_Content.png
2019-10-25 07:00:52,917 INFO Specification_20191024_221845_009_001.jpg
2019-10-25 07:01:50,926 INFO Specification_20191024_221845_012_S_Style_001.png
2019-10-25 07:01:50,926 INFO Specification_20191024_221845_004_003.jpg
2019-10-25 07:02:47,286 INFO Specification_20191024_221845_012_S_Style_002.png
2019-10-25 07:02:47,286 INFO Specification_20191024_221845_012_002.jpg
2019-10-25 07:03:38,240 INFO Specification_20191024_221845_012_S_Style_003.png
2019-10-25 07:03:38,240 INFO Packaging Project: Specification_20191024_221845_012
2019-10-25 07:04:12,376 INFO Execute: python /home/ec2-user/Neural/style_transfer/style_transfer.py --init-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_C_Content.png' --content-image '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_C_Content.png' --style-images '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_S_Style_001.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_S_Style_002.png' '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_S_Style_003.png' --project 'Specification_20191024_221845_012' --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 07:44:10,420 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_012/Specification_20191024_221845_012_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_012/Specification_20191024_221845_012_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_012'
        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_012/Specification_20191024_221845_012_S_Style_001.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_S_Style_002.png', '/home/ec2-user/Neural/_Input_/Specification_20191024_221845_012/Specification_20191024_221845_012_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_070414 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: 11827.2, tv: 315.7
Step 2, time: 0.66 s, update: 1.10, loss: 8635.06, tv: 330.4
--------------------------------------------------------------------------------
top - 07:04:22 up  8:44,  0 users,  load average: 0.15, 0.44, 1.18
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.4%us, 13.2%sy,  0.0%ni, 55.4%id,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  3378000k used, 59504612k free,   494592k buffers
Swap:        0k total,        0k used,        0k free,  1185660k 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    72W / 149W |    976MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     12911      C   python                                       963MiB |
12855 python 78.5 796M 664448 1.0 12855 TS - 0 19 3 Ssl wait
12911 python 136 1052M 1407076 2.2 12911 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 30928 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: 5.66 s, update: 0.84, loss: 4828.16, tv: 184.1
Step 2, time: 1.28 s, update: 1.11, loss: 3917.85, tv: 206.8
Step 3, time: 1.27 s, update: 1.23, loss: 3339.64, tv: 240.8
Step 4, time: 1.27 s, update: 1.29, loss: 2689.86, tv: 285.8
Step 5, time: 1.31 s, update: 1.26, loss: 2419, tv: 337.7
Step 6, time: 1.31 s, update: 1.18, loss: 2370.44, tv: 391.5
Step 7, time: 1.31 s, update: 1.07, loss: 2522.32, tv: 442.0
Step 8, time: 1.30 s, update: 0.96, loss: 2372.58, tv: 485.1
--------------------------------------------------------------------------------
top - 07:04:37 up  8:44,  0 users,  load average: 0.58, 0.52, 1.19
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.4%us, 13.2%sy,  0.0%ni, 55.4%id,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  3663616k used, 59218996k free,   494624k buffers
Swap:        0k total,        0k used,        0k free,  1434412k 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     12911      C   python                                      1543MiB |
12855 python 55.2 750M 610776 0.9 12855 TS - 0 19 3 Ssl wait
12911 python 207 1135M 1740704 2.7 12911 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 30928 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 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: 9.25 s, update: 0.25, loss: 2275.46, tv: 263.9
Step 2, time: 2.44 s, update: 0.46, loss: 1981.6, tv: 266.4
Step 3, time: 2.49 s, update: 0.63, loss: 1679.18, tv: 273.0
Step 4, time: 2.50 s, update: 0.76, loss: 1347.9, tv: 284.8
Step 5, time: 2.48 s, update: 0.86, loss: 1051.3, tv: 302.2
Step 6, time: 2.49 s, update: 0.90, loss: 1120.73, tv: 324.0
Step 7, time: 2.49 s, update: 0.90, loss: 1093.06, tv: 348.2
Step 8, time: 2.50 s, update: 0.87, loss: 1126.31, tv: 372.6
Step 9, time: 2.46 s, update: 0.83, loss: 996.354, tv: 395.2
Step 10, time: 2.50 s, update: 0.78, loss: 994.51, tv: 415.0
Step 11, time: 2.44 s, update: 0.74, loss: 953.758, tv: 431.3
Step 12, time: 2.43 s, update: 0.70, loss: 972.165, tv: 444.2
Step 13, time: 2.51 s, update: 0.68, loss: 897.587, tv: 454.5
Step 14, time: 2.46 s, update: 0.66, loss: 933.829, tv: 462.7
Step 15, time: 2.52 s, update: 0.64, loss: 872.406, tv: 469.8
Step 16, time: 2.51 s, update: 0.63, loss: 820.064, tv: 476.1
Step 17, time: 2.50 s, update: 0.62, loss: 882.045, tv: 482.0
Step 18, time: 2.49 s, update: 0.61, loss: 856.75, tv: 487.7
Step 19, time: 2.51 s, update: 0.60, loss: 821.305, tv: 493.4
Step 20, time: 2.43 s, update: 0.59, loss: 786.492, tv: 499.2
Step 21, time: 2.48 s, update: 0.58, loss: 824.63, tv: 505.0
Step 22, time: 2.44 s, update: 0.56, loss: 779.258, tv: 510.8
Step 23, time: 2.50 s, update: 0.55, loss: 755.727, tv: 516.6
Step 24, time: 2.48 s, update: 0.54, loss: 778.363, tv: 522.3
Step 25, time: 2.49 s, update: 0.53, loss: 737.247, tv: 528.1
Step 26, time: 2.51 s, update: 0.51, loss: 756.311, tv: 534.1
Step 27, time: 2.50 s, update: 0.50, loss: 785.055, tv: 540.1
Step 28, time: 2.46 s, update: 0.49, loss: 784.893, tv: 546.3
Step 29, time: 2.49 s, update: 0.48, loss: 784.958, tv: 552.6
Step 30, time: 2.45 s, update: 0.47, loss: 732.806, tv: 559.1
Step 31, time: 2.46 s, update: 0.46, loss: 730.071, tv: 565.6
Step 32, time: 2.45 s, update: 0.45, loss: 831.284, tv: 571.9
--------------------------------------------------------------------------------
top - 07:06:03 up  8:45,  0 users,  load average: 3.10, 1.35, 1.43
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.4%us, 13.2%sy,  0.0%ni, 55.3%id,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  3868164k used, 59014448k free,   494660k buffers
Swap:        0k total,        0k used,        0k free,  1436500k cached
| NVIDIA-SMI 384.81                 Driver Version: 384.81                    |
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   53C    P0    80W / 149W |   1560MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     12911      C   python                                      1547MiB |
12855 python 30.0 791M 645804 1.0 12855 TS - 0 19 0 Ssl wait
12911 python 256 1297M 1909260 3.0 12911 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 30928 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 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: 16.81 s, update: 0.11, loss: 1156.37, tv: 305.2
Step 2, time: 4.79 s, update: 0.23, loss: 908.022, tv: 309.3
Step 3, time: 4.87 s, update: 0.35, loss: 716.758, tv: 317.3
Step 4, time: 4.87 s, update: 0.44, loss: 637.391, tv: 329.7
Step 5, time: 4.86 s, update: 0.52, loss: 772.222, tv: 345.5
Step 6, time: 4.82 s, update: 0.56, loss: 799.575, tv: 363.5
Step 7, time: 4.87 s, update: 0.57, loss: 640.621, tv: 382.1
Step 8, time: 4.90 s, update: 0.57, loss: 560.026, tv: 399.9
Step 9, time: 4.83 s, update: 0.57, loss: 522.348, tv: 416.1
Step 10, time: 4.91 s, update: 0.56, loss: 557.964, tv: 430.5
Step 11, time: 4.82 s, update: 0.56, loss: 520.398, tv: 443.4
Step 12, time: 4.85 s, update: 0.55, loss: 463.143, tv: 455.2
Step 13, time: 4.86 s, update: 0.55, loss: 478.344, tv: 466.5
Step 14, time: 4.86 s, update: 0.55, loss: 465.86, tv: 477.4
Step 15, time: 4.85 s, update: 0.54, loss: 451.344, tv: 488.2
Step 16, time: 4.84 s, update: 0.54, loss: 445.092, tv: 498.8
Step 17, time: 4.88 s, update: 0.53, loss: 425.242, tv: 509.3
Step 18, time: 4.97 s, update: 0.52, loss: 430.745, tv: 519.6
Step 19, time: 4.87 s, update: 0.52, loss: 381.471, tv: 530.0
Step 20, time: 4.84 s, update: 0.51, loss: 427.544, tv: 540.4
Step 21, time: 4.85 s, update: 0.50, loss: 416.19, tv: 550.7
Step 22, time: 4.81 s, update: 0.49, loss: 411.496, tv: 561.0
Step 23, time: 4.83 s, update: 0.48, loss: 382.177, tv: 571.1
Step 24, time: 4.86 s, update: 0.47, loss: 387.756, tv: 581.3
Step 25, time: 4.84 s, update: 0.46, loss: 367.082, tv: 591.5
Step 26, time: 4.86 s, update: 0.45, loss: 393.73, tv: 601.8
Step 27, time: 4.87 s, update: 0.44, loss: 391.777, tv: 612.2
Step 28, time: 4.87 s, update: 0.43, loss: 361.609, tv: 622.6
Step 29, time: 4.87 s, update: 0.42, loss: 383.939, tv: 633.0
Step 30, time: 4.86 s, update: 0.41, loss: 411.939, tv: 643.4
Step 31, time: 4.85 s, update: 0.40, loss: 396.303, tv: 653.7
Step 32, time: 4.85 s, update: 0.39, loss: 401.296, tv: 663.8
Step 33, time: 4.88 s, update: 0.38, loss: 389.283, tv: 673.7
Step 34, time: 4.91 s, update: 0.38, loss: 390.566, tv: 683.4
Step 35, time: 4.89 s, update: 0.37, loss: 373.103, tv: 692.8
Step 36, time: 4.79 s, update: 0.36, loss: 378.616, tv: 701.9
Step 37, time: 4.85 s, update: 0.36, loss: 375.969, tv: 710.8
Step 38, time: 4.88 s, update: 0.35, loss: 395.793, tv: 719.5
Step 39, time: 4.82 s, update: 0.34, loss: 374.301, tv: 728.0
Step 40, time: 4.87 s, update: 0.34, loss: 376.694, tv: 736.2
Step 41, time: 4.84 s, update: 0.33, loss: 361.395, tv: 744.1
Step 42, time: 4.88 s, update: 0.33, loss: 387.901, tv: 751.6
Step 43, time: 4.85 s, update: 0.32, loss: 377.028, tv: 758.9
Step 44, time: 4.85 s, update: 0.32, loss: 373.626, tv: 766.1
Step 45, time: 4.88 s, update: 0.32, loss: 389.778, tv: 773.2
Step 46, time: 4.86 s, update: 0.31, loss: 369.771, tv: 780.1
Step 47, time: 4.89 s, update: 0.30, loss: 394.02, tv: 786.6
Step 48, time: 4.83 s, update: 0.30, loss: 374.406, tv: 792.8
Step 49, time: 4.87 s, update: 0.30, loss: 388.063, tv: 798.7
Step 50, time: 4.86 s, update: 0.29, loss: 363.843, tv: 804.3
Step 51, time: 4.85 s, update: 0.29, loss: 360.887, tv: 809.8
Step 52, time: 4.95 s, update: 0.29, loss: 350.752, tv: 815.2
Step 53, time: 4.85 s, update: 0.29, loss: 353.015, tv: 820.4
Step 54, time: 4.88 s, update: 0.28, loss: 365.158, tv: 825.4
Step 55, time: 4.90 s, update: 0.28, loss: 385.977, tv: 830.2
Step 56, time: 4.86 s, update: 0.28, loss: 346.282, tv: 834.8
Step 57, time: 4.86 s, update: 0.27, loss: 365.499, tv: 839.2
Step 58, time: 4.86 s, update: 0.27, loss: 358.924, tv: 843.4
Step 59, time: 4.89 s, update: 0.27, loss: 374.182, tv: 847.7
Step 60, time: 4.90 s, update: 0.27, loss: 364.089, tv: 851.8
Step 61, time: 4.81 s, update: 0.27, loss: 371.947, tv: 855.8
Step 62, time: 4.90 s, update: 0.26, loss: 344.062, tv: 859.6
Step 63, time: 4.85 s, update: 0.26, loss: 359.502, tv: 863.3
Step 64, time: 4.85 s, update: 0.26, loss: 365.136, tv: 866.9
--------------------------------------------------------------------------------
top - 07:11:26 up  8:51,  0 users,  load average: 2.23, 2.03, 1.72
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,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  4695996k used, 58186616k free,   494708k buffers
Swap:        0k total,        0k used,        0k free,  1931072k 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     12911      C   python                                      2700MiB |
12855 python 22.4 794M 635432 1.0 12855 TS - 0 19 1 Ssl wait
12911 python 237 1624M 2738348 4.3 12911 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 30928 0.0 5465 TS - 0 19 0 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 5, image size 1358x1032.

Preprocessing the style image(s)...
Using 3x1 tiles of size 1244x946.
Using 3x1 tiles of size 1244x946.
Using 3x1 tiles of size 1244x946.
Preprocessing the content image(s)...
Step 1, time: 32.72 s, update: 0.11, loss: 499.839, tv: 465.6
Step 2, time: 9.82 s, update: 0.21, loss: 403.323, tv: 470.6
Step 3, time: 9.78 s, update: 0.31, loss: 387.112, tv: 479.7
Step 4, time: 9.79 s, update: 0.40, loss: 416.291, tv: 491.4
Step 5, time: 9.75 s, update: 0.45, loss: 557.133, tv: 505.5
Step 6, time: 9.73 s, update: 0.49, loss: 369.232, tv: 520.3
Step 7, time: 9.76 s, update: 0.51, loss: 349.645, tv: 534.2
Step 8, time: 9.75 s, update: 0.51, loss: 359.072, tv: 546.5
Step 9, time: 9.83 s, update: 0.52, loss: 319.54, tv: 557.1
Step 10, time: 9.74 s, update: 0.53, loss: 317.209, tv: 566.3
Step 11, time: 9.74 s, update: 0.54, loss: 310.42, tv: 574.4
Step 12, time: 9.76 s, update: 0.54, loss: 297.937, tv: 581.9
Step 13, time: 9.76 s, update: 0.54, loss: 285.015, tv: 588.9
Step 14, time: 9.94 s, update: 0.54, loss: 288.901, tv: 595.7
Step 15, time: 9.80 s, update: 0.53, loss: 288.96, tv: 602.0
Step 16, time: 9.76 s, update: 0.53, loss: 264.281, tv: 608.1
Step 17, time: 9.81 s, update: 0.52, loss: 268.297, tv: 613.9
Step 18, time: 9.77 s, update: 0.52, loss: 256.613, tv: 619.7
Step 19, time: 9.88 s, update: 0.51, loss: 252.363, tv: 625.5
Step 20, time: 9.80 s, update: 0.50, loss: 285.793, tv: 631.4
Step 21, time: 9.75 s, update: 0.49, loss: 265.63, tv: 637.7
Step 22, time: 9.76 s, update: 0.48, loss: 265.448, tv: 644.3
Step 23, time: 9.78 s, update: 0.48, loss: 238.596, tv: 651.4
Step 24, time: 9.80 s, update: 0.47, loss: 236.576, tv: 659.0
Step 25, time: 9.76 s, update: 0.46, loss: 255.712, tv: 666.9
Step 26, time: 9.80 s, update: 0.45, loss: 266.86, tv: 675.0
Step 27, time: 9.74 s, update: 0.44, loss: 250.633, tv: 683.4
Step 28, time: 9.82 s, update: 0.43, loss: 237.675, tv: 691.9
Step 29, time: 9.79 s, update: 0.42, loss: 231.715, tv: 700.6
Step 30, time: 9.75 s, update: 0.41, loss: 243.625, tv: 709.3
Step 31, time: 9.79 s, update: 0.40, loss: 262.897, tv: 718.0
Step 32, time: 9.75 s, update: 0.39, loss: 247.446, tv: 726.6
Step 33, time: 9.74 s, update: 0.38, loss: 235.701, tv: 735.0
Step 34, time: 9.84 s, update: 0.37, loss: 224.191, tv: 743.3
Step 35, time: 9.79 s, update: 0.36, loss: 234.406, tv: 751.2
Step 36, time: 9.77 s, update: 0.36, loss: 273.243, tv: 759.0
Step 37, time: 9.73 s, update: 0.35, loss: 250.888, tv: 766.4
Step 38, time: 9.74 s, update: 0.34, loss: 237.13, tv: 773.8
Step 39, time: 9.83 s, update: 0.34, loss: 237.021, tv: 781.0
Step 40, time: 9.78 s, update: 0.33, loss: 235.243, tv: 788.0
Step 41, time: 9.77 s, update: 0.33, loss: 229.156, tv: 794.9
Step 42, time: 9.77 s, update: 0.32, loss: 206.849, tv: 801.6
Step 43, time: 9.76 s, update: 0.31, loss: 246.939, tv: 808.1
Step 44, time: 9.84 s, update: 0.31, loss: 246.11, tv: 814.5
Step 45, time: 9.75 s, update: 0.31, loss: 226.597, tv: 820.6
Step 46, time: 9.78 s, update: 0.30, loss: 240.903, tv: 826.6
Step 47, time: 9.76 s, update: 0.30, loss: 219.136, tv: 832.5
Step 48, time: 9.87 s, update: 0.29, loss: 234, tv: 838.1
--------------------------------------------------------------------------------
top - 07:19:38 up  8:59,  0 users,  load average: 2.50, 2.27, 1.95
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,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  6088920k used, 56793692k free,   494756k buffers
Swap:        0k total,        0k used,        0k free,  2512276k 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     12911      C   python                                      4053MiB |
12855 python 21.4 964M 783264 1.2 12855 TS - 0 19 2 Ssl wait
12911 python 216 2271M 3982268 6.3 12911 TS - 0 19 3 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 19752 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: 76.53 s, update: 0.11, loss: 430.822, tv: 453.2
Step 2, time: 20.84 s, update: 0.19, loss: 409.829, tv: 456.5
Step 3, time: 20.72 s, update: 0.27, loss: 371.047, tv: 462.3
Step 4, time: 20.77 s, update: 0.34, loss: 329.917, tv: 469.8
Step 5, time: 20.86 s, update: 0.38, loss: 367.249, tv: 478.3
Step 6, time: 20.67 s, update: 0.41, loss: 345.992, tv: 486.9
Step 7, time: 20.78 s, update: 0.44, loss: 355.182, tv: 494.6
Step 8, time: 20.82 s, update: 0.46, loss: 321.377, tv: 501.2
Step 9, time: 20.75 s, update: 0.47, loss: 344.509, tv: 506.9
Step 10, time: 20.70 s, update: 0.49, loss: 329.821, tv: 511.5
Step 11, time: 20.85 s, update: 0.50, loss: 301.399, tv: 515.4
Step 12, time: 20.70 s, update: 0.51, loss: 323.494, tv: 518.8
Step 13, time: 20.71 s, update: 0.52, loss: 313.866, tv: 521.8
Step 14, time: 20.85 s, update: 0.52, loss: 315.553, tv: 524.4
Step 15, time: 20.78 s, update: 0.52, loss: 282.395, tv: 526.5
Step 16, time: 20.77 s, update: 0.52, loss: 302.249, tv: 528.4
Step 17, time: 20.92 s, update: 0.52, loss: 316.427, tv: 530.0
Step 18, time: 20.79 s, update: 0.52, loss: 314.011, tv: 531.3
Step 19, time: 20.88 s, update: 0.52, loss: 276.861, tv: 532.5
Step 20, time: 20.80 s, update: 0.52, loss: 274.61, tv: 533.7
Step 21, time: 20.79 s, update: 0.51, loss: 266.121, tv: 535.0
Step 22, time: 20.86 s, update: 0.51, loss: 276.444, tv: 536.6
Step 23, time: 20.71 s, update: 0.51, loss: 267.466, tv: 538.5
Step 24, time: 20.80 s, update: 0.50, loss: 254.356, tv: 540.7
--------------------------------------------------------------------------------
top - 07:28:53 up  9:08,  0 users,  load average: 1.60, 2.00, 1.98
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.8%us, 13.3%sy,  0.0%ni, 54.8%id,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  7988204k used, 54894408k free,   494844k buffers
Swap:        0k total,        0k used,        0k free,  3582956k 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     12911      C   python                                      6545MiB |
12855 python 22.7 1165M 936652 1.4 12855 TS - 0 19 2 Ssl wait
12911 python 203 2913M 5709964 9.0 12911 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 18816 0.0 5465 TS - 0 19 0 Ssl -
Filesystem      Size  Used Avail Use% Mounted on
devtmpfs         30G   60K   30G   1% /dev
tmpfs            30G   48K   30G   1% /dev/shm
/dev/xvda1       99G   48G   51G  49% /
--------------------------------------------------------------------------------

Scale 7, image size 2715x2063.

Preprocessing the style image(s)...
Using 5x2 tiles of size 1493x945.
Using 5x2 tiles of size 1493x945.
Using 5x2 tiles of size 1493x945.
Preprocessing the content image(s)...
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Using 2x2 tiles of size 1357x1031.
Step 1, time: 149.99 s, update: 0.12, loss: 399.356, tv: 290.0
Step 2, time: 41.98 s, update: 0.20, loss: 369.021, tv: 290.5
Step 3, time: 42.04 s, update: 0.27, loss: 363.445, tv: 292.1
Step 4, time: 42.12 s, update: 0.33, loss: 344.28, tv: 294.6
Step 5, time: 42.13 s, update: 0.38, loss: 358.337, tv: 297.9
Step 6, time: 42.05 s, update: 0.41, loss: 333.677, tv: 301.5
Step 7, time: 42.00 s, update: 0.44, loss: 378.936, tv: 305.0
Step 8, time: 42.04 s, update: 0.46, loss: 332.351, tv: 308.3
Step 9, time: 41.98 s, update: 0.48, loss: 359.52, tv: 311.2
Step 10, time: 42.14 s, update: 0.50, loss: 331.306, tv: 313.7
Step 11, time: 42.09 s, update: 0.51, loss: 319.736, tv: 315.8
Step 12, time: 41.97 s, update: 0.53, loss: 324.879, tv: 317.5
--------------------------------------------------------------------------------
top - 07:39:06 up  9:18,  0 users,  load average: 1.77, 1.92, 1.95
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.9%us, 13.3%sy,  0.0%ni, 54.7%id,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total,  9369572k used, 53513040k free,   494948k buffers
Swap:        0k total,        0k used,        0k free,  3582948k 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     12911      C   python                                      6545MiB |
12855 python 24.6 1471M 1210236 1.9 12855 TS - 0 19 3 Ssl wait
12911 python 194 3992M 6814676 10.8 12911 TS - 0 19 1 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 18816 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: 291.31 s, update: 0.14, loss: 360.936, tv: 166.1
--------------------------------------------------------------------------------
top - 07:43:57 up  9:23,  0 users,  load average: 1.93, 1.78, 1.87
Tasks: 105 total,   1 running, 104 sleeping,   0 stopped,   0 zombie
Cpu(s): 31.8%us, 13.3%sy,  0.0%ni, 54.8%id,  0.0%wa,  0.0%hi,  0.0%si,  0.0%st
Mem:  62882612k total, 10820736k used, 52061876k free,   494996k buffers
Swap:        0k total,        0k used,        0k free,  3583892k 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    74W / 149W |   6564MiB / 11439MiB |      0%      Default |
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|    0     12911      C   python                                      6547MiB |
12855 python 28.7 1981M 1719040 2.7 12855 TS - 0 19 0 Ssl wait
12911 python 183 4908M 7753848 12.3 12911 TS - 0 19 2 Sl pipe_wait
5465 amazon-ssm-agen 0.0 130M 18816 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% /
--------------------------------------------------------------------------------
Image saved at path : /home/ec2-user/Neural/_Output_/Specification_20191024_221845_012/Specification_20191024_221845_012_original_color.png
Saving output as /home/ec2-user/Neural/_Output_/Specification_20191024_221845_012/Specification_20191024_221845_012.png.
Run 191025_070414 ending after 39m 56.039s.
2019-10-25 07:44:10,420 INFO RenderTime: 2398
2019-10-25 07:47:18,268 INFO ProjectTime: 2791
2019-10-25 07:47:18,268 INFO ProjectCost: 0.70

Specification_20191024_221845_012_P_Print

Specification_20191024_221845_012_S_Style_001

Specification_20191024_221845_012_S_Style_002

Specification_20191024_221845_012_S_Style_003

Specification_20191024_221845_012_Spectrogram

All rights reserved. © 2019 Dennis Kirschenmann