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nightmareai /arf-svox2:a1ce5683
Input
Run this model in Node.js with one line of code:
npm install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41",
{
input: {
image: "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png",
scene: "flower"
}
}
);
// To access the file URL:
console.log(output.url()); //=> "http://example.com"
// To write the file to disk:
fs.writeFile("my-image.png", output);
To learn more, take a look at the guide on getting started with Node.js.
pip install replicate
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
import replicate
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41",
input={
"image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png",
"scene": "flower"
}
)
print(output)
To learn more, take a look at the guide on getting started with Python.
REPLICATE_API_TOKEN
environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>
Find your API token in your account settings.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41",
"input": {
"image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png",
"scene": "flower"
}
}' \
https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Add a payment method to run this model.
By signing in, you agree to our
terms of service and privacy policy
Output
{
"completed_at": "2022-06-23T04:59:00.631792Z",
"created_at": "2022-06-23T04:39:41.385679Z",
"data_removed": false,
"error": null,
"id": "qs46nnpy5vdatahpcvrrh4teuq",
"input": {
"image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png",
"scene": "flower"
},
"logs": "Downloading checkpoint for flower\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057\nrecentered (3, 4)\n[ 1.4332432 12.709555 ]\nOverriding offset 250-> 250\ndmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:00<00:02, 9.39it/s]\n 14%|█▍ | 4/29 [00:00<00:01, 19.55it/s]\n 24%|██▍ | 7/29 [00:00<00:00, 22.85it/s]\n 34%|███▍ | 10/29 [00:00<00:00, 24.42it/s]\n 45%|████▍ | 13/29 [00:00<00:00, 25.31it/s]\n 55%|█████▌ | 16/29 [00:00<00:00, 24.59it/s]\n 66%|██████▌ | 19/29 [00:00<00:00, 25.38it/s]\n 76%|███████▌ | 22/29 [00:00<00:00, 25.89it/s]\n 86%|████████▌ | 25/29 [00:01<00:00, 26.11it/s]\n 97%|█████████▋| 28/29 [00:01<00:00, 26.16it/s]\n100%|██████████| 29/29 [00:01<00:00, 24.77it/s]\nz_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/flower/ckpt.npz'\nic| grid.basis_dim: 1\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmphid_h4wtd1b61de7-9670-4240-b894-b19a06459b2c.png'\n style_img.shape: torch.Size([504, 352, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 0%| | 640k/528M [00:00<01:26, 6.39MB/s]\n 0%| | 1.66M/528M [00:00<01:01, 8.97MB/s]\n 1%| | 3.23M/528M [00:00<00:44, 12.4MB/s]\n 1%| | 5.80M/528M [00:00<00:30, 18.0MB/s]\n 2%|▏ | 9.85M/528M [00:00<00:20, 26.8MB/s]\n 3%|▎ | 16.2M/528M [00:00<00:13, 40.2MB/s]\n 5%|▌ | 26.5M/528M [00:00<00:08, 62.4MB/s]\n 8%|▊ | 43.4M/528M [00:00<00:05, 98.7MB/s]\n 13%|█▎ | 69.6M/528M [00:00<00:03, 154MB/s]\n 18%|█▊ | 94.8M/528M [00:01<00:02, 188MB/s]\n 23%|██▎ | 124M/528M [00:01<00:01, 223MB/s]\n 29%|██▉ | 153M/528M [00:01<00:01, 247MB/s]\n 34%|███▍ | 181M/528M [00:01<00:01, 263MB/s]\n 39%|███▉ | 208M/528M [00:01<00:01, 268MB/s]\n 45%|████▍ | 236M/528M [00:01<00:01, 277MB/s]\n 50%|█████ | 264M/528M [00:01<00:00, 283MB/s]\n 56%|█████▌ | 293M/528M [00:01<00:00, 289MB/s]\n 61%|██████ | 322M/528M [00:01<00:00, 293MB/s]\n 66%|██████▋ | 351M/528M [00:01<00:00, 295MB/s]\n 72%|███████▏ | 380M/528M [00:02<00:00, 298MB/s]\n 77%|███████▋ | 409M/528M [00:02<00:00, 300MB/s]\n 83%|████████▎ | 438M/528M [00:02<00:00, 301MB/s]\n 88%|████████▊ | 467M/528M [00:02<00:00, 302MB/s]\n 94%|█████████▍| 496M/528M [00:02<00:00, 301MB/s]\n 99%|█████████▉| 524M/528M [00:02<00:00, 301MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 220MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 22099392\n batches_per_epoch: 4420\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/4420 [00:00<?, ?it/s]\n 0%| | 5/4420 [00:00<01:32, 47.56it/s]\n 0%| | 12/4420 [00:00<01:15, 58.62it/s]\n19 11.6272 : 0%| | 12/4420 [00:00<01:15, 58.62it/s]\n19 11.6272 : 0%| | 21/4420 [00:00<01:03, 69.04it/s]\n19 11.6272 : 1%| | 30/4420 [00:00<00:59, 73.66it/s]\n39 12.0738 : 1%| | 30/4420 [00:00<00:59, 73.66it/s]\n39 12.0738 : 1%| | 40/4420 [00:00<00:53, 82.44it/s]\n39 12.0738 : 1%| | 50/4420 [00:00<00:49, 87.99it/s]\n59 12.8007 : 1%| | 50/4420 [00:00<00:49, 87.99it/s]\n59 12.8007 : 1%|▏ | 60/4420 [00:00<00:48, 89.86it/s]\n59 12.8007 : 2%|▏ | 70/4420 [00:00<00:48, 90.42it/s]\n79 13.4578 : 2%|▏ | 70/4420 [00:00<00:48, 90.42it/s]\n79 13.4578 : 2%|▏ | 80/4420 [00:00<00:47, 92.11it/s]\n79 13.4578 : 2%|▏ | 90/4420 [00:01<00:46, 92.68it/s]\n99 13.2045 : 2%|▏ | 90/4420 [00:01<00:46, 92.68it/s]\n99 13.2045 : 2%|▏ | 100/4420 [00:01<00:45, 94.18it/s]\n99 13.2045 : 3%|▎ | 111/4420 [00:01<00:44, 96.38it/s]\n119 13.7421 : 3%|▎ | 111/4420 [00:01<00:44, 96.38it/s]\n119 13.7421 : 3%|▎ | 121/4420 [00:01<00:44, 97.17it/s]\n119 13.7421 : 3%|▎ | 132/4420 [00:01<00:43, 98.87it/s]\n139 12.5098 : 3%|▎ | 132/4420 [00:01<00:43, 98.87it/s]\n139 12.5098 : 3%|▎ | 144/4420 [00:01<00:40, 104.82it/s]\n139 12.5098 : 4%|▎ | 157/4420 [00:01<00:38, 109.80it/s]\n159 12.8689 : 4%|▎ | 157/4420 [00:01<00:38, 109.80it/s]\n159 12.8689 : 4%|▍ | 169/4420 [00:01<00:38, 110.83it/s]\n179 12.9679 : 4%|▍ | 169/4420 [00:01<00:38, 110.83it/s]\n179 12.9679 : 4%|▍ | 181/4420 [00:01<00:38, 110.03it/s]\n179 12.9679 : 4%|▍ | 193/4420 [00:02<00:38, 109.53it/s]\n199 14.0492 : 4%|▍ | 193/4420 [00:02<00:38, 109.53it/s]\n199 14.0492 : 5%|▍ | 204/4420 [00:02<00:38, 108.97it/s]\n199 14.0492 : 5%|▍ | 215/4420 [00:02<00:39, 106.27it/s]\n219 16.9494 : 5%|▍ | 215/4420 [00:02<00:39, 106.27it/s]\n219 16.9494 : 5%|▌ | 226/4420 [00:02<00:40, 103.15it/s]\n219 16.9494 : 5%|▌ | 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125.84it/s]\n1299 26.5274 : 29%|██▉ | 1295/4420 [00:11<00:24, 125.84it/s]\n1299 26.5274 : 30%|██▉ | 1308/4420 [00:11<00:24, 124.99it/s]\n1319 23.2538 : 30%|██▉ | 1308/4420 [00:11<00:24, 124.99it/s]\n1319 23.2538 : 30%|██▉ | 1321/4420 [00:11<00:24, 125.34it/s]\n1319 23.2538 : 30%|███ | 1335/4420 [00:11<00:24, 127.61it/s]\n1339 24.3438 : 30%|███ | 1335/4420 [00:11<00:24, 127.61it/s]\n1339 24.3438 : 31%|███ | 1349/4420 [00:11<00:23, 130.79it/s]\n1359 26.5367 : 31%|███ | 1349/4420 [00:11<00:23, 130.79it/s]\n1359 26.5367 : 31%|███ | 1365/4420 [00:11<00:22, 138.58it/s]\n1379 20.9314 : 31%|███ | 1365/4420 [00:11<00:22, 138.58it/s]\n1379 20.9314 : 31%|███ | 1381/4420 [00:11<00:21, 143.25it/s]\n1379 20.9314 : 32%|███▏ | 1396/4420 [00:11<00:21, 143.73it/s]\n1399 22.8947 : 32%|███▏ | 1396/4420 [00:11<00:21, 143.73it/s]\n1399 22.8947 : 32%|███▏ | 1411/4420 [00:11<00:20, 144.17it/s]\n1419 23.9477 : 32%|███▏ | 1411/4420 [00:11<00:20, 144.17it/s]\n1419 23.9477 : 32%|███▏ | 1426/4420 [00:11<00:21, 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144.55it/s]\n1999 20.7980 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s]\n1999 20.7980 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s]\n2019 19.2915 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s]\n2019 19.2915 : 46%|████▌ | 2026/4420 [00:15<00:18, 131.67it/s]\n2039 19.8732 : 46%|████▌ | 2026/4420 [00:16<00:18, 131.67it/s]\n2039 19.8732 : 46%|████▌ | 2040/4420 [00:16<00:18, 126.82it/s]\n2039 19.8732 : 46%|████▋ | 2053/4420 [00:16<00:18, 125.07it/s]\n2059 23.2785 : 46%|████▋ | 2053/4420 [00:16<00:18, 125.07it/s]\n2059 23.2785 : 47%|████▋ | 2066/4420 [00:16<00:18, 124.09it/s]\n2059 23.2785 : 47%|████▋ | 2079/4420 [00:16<00:18, 124.11it/s]\n2079 22.5621 : 47%|████▋ | 2079/4420 [00:16<00:18, 124.11it/s]\n2079 22.5621 : 47%|████▋ | 2093/4420 [00:16<00:18, 126.77it/s]\n2099 23.7245 : 47%|████▋ | 2093/4420 [00:16<00:18, 126.77it/s]\n2099 23.7245 : 48%|████▊ | 2108/4420 [00:16<00:17, 131.63it/s]\n2119 24.4929 : 48%|████▊ | 2108/4420 [00:16<00:17, 131.63it/s]\n2119 24.4929 : 48%|████▊ | 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115.41it/s]\n2239 22.6455 : 51%|█████ | 2254/4420 [00:17<00:17, 121.03it/s]\n2259 22.9930 : 51%|█████ | 2254/4420 [00:17<00:17, 121.03it/s]\n2259 22.9930 : 51%|█████▏ | 2269/4420 [00:17<00:16, 127.83it/s]\n2279 20.1022 : 51%|█████▏ | 2269/4420 [00:18<00:16, 127.83it/s]\n2279 20.1022 : 52%|█████▏ | 2284/4420 [00:18<00:16, 132.92it/s]\n2279 20.1022 : 52%|█████▏ | 2298/4420 [00:18<00:16, 131.89it/s]\n2299 22.5034 : 52%|█████▏ | 2298/4420 [00:18<00:16, 131.89it/s]\n2299 22.5034 : 52%|█████▏ | 2312/4420 [00:18<00:16, 128.75it/s]\n2319 23.9336 : 52%|█████▏ | 2312/4420 [00:18<00:16, 128.75it/s]\n2319 23.9336 : 53%|█████▎ | 2325/4420 [00:18<00:16, 127.24it/s]\n2319 23.9336 : 53%|█████▎ | 2338/4420 [00:18<00:16, 125.32it/s]\n2339 22.3520 : 53%|█████▎ | 2338/4420 [00:18<00:16, 125.32it/s]\n2339 22.3520 : 53%|█████▎ | 2351/4420 [00:18<00:16, 125.30it/s]\n2359 22.7794 : 53%|█████▎ | 2351/4420 [00:18<00:16, 125.30it/s]\n2359 22.7794 : 53%|█████▎ | 2364/4420 [00:18<00:16, 125.74it/s]\n2359 22.7794 : 54%|█████▍ | 2377/4420 [00:18<00:16, 126.62it/s]\n2379 26.1882 : 54%|█████▍ | 2377/4420 [00:18<00:16, 126.62it/s]\n2379 26.1882 : 54%|█████▍ | 2391/4420 [00:18<00:15, 130.38it/s]\n2399 26.5107 : 54%|█████▍ | 2391/4420 [00:18<00:15, 130.38it/s]\n2399 26.5107 : 54%|█████▍ | 2407/4420 [00:18<00:14, 137.12it/s]\n2419 26.6911 : 54%|█████▍ | 2407/4420 [00:19<00:14, 137.12it/s]\n2419 26.6911 : 55%|█████▍ | 2424/4420 [00:19<00:13, 144.60it/s]\n2439 21.8577 : 55%|█████▍ | 2424/4420 [00:19<00:13, 144.60it/s]\n2439 21.8577 : 55%|█████▌ | 2440/4420 [00:19<00:13, 148.47it/s]\n2439 21.8577 : 56%|█████▌ | 2455/4420 [00:19<00:13, 147.23it/s]\n2459 24.9911 : 56%|█████▌ | 2455/4420 [00:19<00:13, 147.23it/s]\n2459 24.9911 : 56%|█████▌ | 2470/4420 [00:19<00:13, 145.62it/s]\n2479 26.3314 : 56%|█████▌ | 2470/4420 [00:19<00:13, 145.62it/s]\n2479 26.3314 : 56%|█████▌ | 2485/4420 [00:19<00:13, 143.33it/s]\n2499 27.2712 : 56%|█████▌ | 2485/4420 [00:19<00:13, 143.33it/s]\n2499 27.2712 : 57%|█████▋ | 2500/4420 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26.2801 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s]\n4199 26.2801 : 95%|█████████▌| 4203/4420 [00:33<00:01, 123.27it/s]\n4199 26.2801 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s]\n4219 30.6155 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s]\n4219 30.6155 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s]\n4239 30.2725 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s]\n4239 30.2725 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s]\n4259 28.4728 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s]\n4259 28.4728 : 96%|█████████▋| 4262/4420 [00:33<00:01, 139.13it/s]\n4259 28.4728 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s]\n4279 20.4381 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s]\n4279 20.4381 : 97%|█████████▋| 4289/4420 [00:33<00:01, 111.28it/s]\n4299 21.4567 : 97%|█████████▋| 4289/4420 [00:34<00:01, 111.28it/s]\n4299 21.4567 : 97%|█████████▋| 4301/4420 [00:34<00:01, 102.52it/s]\n4299 21.4567 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s]\n4319 22.6654 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s]\n4319 22.6654 : 98%|█████████▊| 4323/4420 [00:34<00:01, 96.14it/s]\n4319 22.6654 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s]\n4339 23.5483 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s]\n4339 23.5483 : 98%|█████████▊| 4343/4420 [00:34<00:00, 94.08it/s]\n4339 23.5483 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s]\n4359 23.6020 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s]\n4359 23.6020 : 99%|█████████▊| 4363/4420 [00:34<00:00, 95.80it/s]\n4359 23.6020 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s]\n4379 25.1768 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s]\n4379 25.1768 : 99%|█████████▉| 4387/4420 [00:34<00:00, 104.63it/s]\n4379 25.1768 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s]\n4399 24.6237 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s]\n4399 24.6237 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s]\n4419 13.4231 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s]\n4419 13.4231 : 100%|██████████| 4420/4420 [00:35<00:00, 125.47it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 22099392\n batches_per_epoch: 4420\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/4420 [00:00<?, ?it/s]\n 0%| | 11/4420 [00:00<00:41, 106.87it/s]\n4439 22.0277 : 0%| | 11/4420 [00:00<00:41, 106.87it/s]\n4439 22.0277 : 0%| | 22/4420 [00:00<00:43, 100.75it/s]\n4439 22.0277 : 1%| | 33/4420 [00:00<00:44, 98.01it/s]\n4459 19.4925 : 1%| | 33/4420 [00:00<00:44, 98.01it/s]\n4459 19.4925 : 1%| | 43/4420 [00:00<00:44, 97.68it/s]\n4459 19.4925 : 1%| | 53/4420 [00:00<00:45, 96.39it/s]\n4479 21.1203 : 1%| | 53/4420 [00:00<00:45, 96.39it/s]\n4479 21.1203 : 1%|▏ | 63/4420 [00:00<00:46, 93.16it/s]\n4479 21.1203 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s]\n4499 22.5380 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s]\n4499 22.5380 : 2%|▏ | 83/4420 [00:00<00:47, 91.23it/s]\n4499 22.5380 : 2%|▏ | 93/4420 [00:00<00:48, 89.11it/s]\n4519 23.0067 : 2%|▏ | 93/4420 [00:01<00:48, 89.11it/s]\n4519 23.0067 : 2%|▏ | 103/4420 [00:01<00:48, 89.79it/s]\n4519 23.0067 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s]\n4539 23.5128 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s]\n4539 23.5128 : 3%|▎ | 123/4420 [00:01<00:45, 94.02it/s]\n4539 23.5128 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s]\n4559 22.2723 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s]\n4559 22.2723 : 3%|▎ | 147/4420 [00:01<00:41, 103.85it/s]\n4559 22.2723 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s]\n4579 22.0384 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s]\n4579 22.0384 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s]\n4599 24.7747 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s]\n4599 24.7747 : 4%|▍ | 181/4420 [00:01<00:40, 104.89it/s]\n4599 24.7747 : 4%|▍ | 192/4420 [00:01<00:41, 103.02it/s]\n4619 25.6866 : 4%|▍ | 192/4420 [00:02<00:41, 103.02it/s]\n4619 25.6866 : 5%|▍ | 203/4420 [00:02<00:41, 101.90it/s]\n4619 25.6866 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s]\n4639 28.5741 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s]\n4639 28.5741 : 5%|▌ | 225/4420 [00:02<00:42, 99.69it/s]\n4639 28.5741 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s]\n4659 27.7192 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s]\n4659 27.7192 : 6%|▌ | 247/4420 [00:02<00:41, 100.08it/s]\n4659 27.7192 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s]\n4679 28.2172 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s]\n4679 28.2172 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s]\n4699 27.7492 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s]\n4699 27.7492 : 6%|▋ | 280/4420 [00:02<00:40, 103.48it/s]\n4699 27.7492 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s]\n4719 27.7042 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s]\n4719 27.7042 : 7%|▋ | 306/4420 [00:03<00:35, 114.64it/s]\n4719 27.7042 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s]\n4739 26.5048 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s]\n4739 26.5048 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s]\n4759 26.3620 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s]\n4759 26.3620 : 8%|▊ | 345/4420 [00:03<00:33, 120.77it/s]\n4759 26.3620 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s]\n4779 26.1254 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s]\n4779 26.1254 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s]\n4799 28.0783 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s]\n4799 28.0783 : 9%|▊ | 383/4420 [00:03<00:34, 118.07it/s]\n4799 28.0783 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s]\n4819 29.7934 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s]\n4819 29.7934 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s]\n4839 29.5746 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s]\n4839 29.5746 : 10%|▉ | 420/4420 [00:03<00:33, 119.21it/s]\n4839 29.5746 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s]\n4859 27.6696 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s]\n4859 27.6696 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s]\n4879 25.2430 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s]\n4879 25.2430 : 10%|█ | 462/4420 [00:04<00:30, 131.41it/s]\n4879 25.2430 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s]\n4899 28.7901 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s]\n4899 28.7901 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s]\n4919 28.3557 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s]\n4919 28.3557 : 11%|█▏ | 504/4420 [00:04<00:30, 129.63it/s]\n4919 28.3557 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s]\n4939 29.8393 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s]\n4939 29.8393 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s]\n4959 30.3354 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s]\n4959 30.3354 : 12%|█▏ | 543/4420 [00:04<00:31, 122.72it/s]\n4959 30.3354 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s]\n4979 28.7004 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s]\n4979 28.7004 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s]\n4999 29.6749 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s]\n4999 29.6749 : 13%|█▎ | 583/4420 [00:05<00:30, 125.95it/s]\n4999 29.6749 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s]\n5019 29.6602 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s]\n5019 29.6602 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s]\n5039 25.8953 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s]\n5039 25.8953 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s]\n5059 28.1144 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s]\n5059 28.1144 : 15%|█▍ | 641/4420 [00:05<00:28, 132.32it/s]\n5059 28.1144 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s]\n5079 24.5684 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s]\n5079 24.5684 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s]\n5099 26.2072 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s]\n5099 26.2072 : 15%|█▌ | 682/4420 [00:06<00:29, 125.51it/s]\n5099 26.2072 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s]\n5119 28.5023 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s]\n5119 28.5023 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s]\n5139 27.4920 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s]\n5139 27.4920 : 16%|█▋ | 721/4420 [00:06<00:29, 125.58it/s]\n5139 27.4920 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s]\n5159 24.7394 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s]\n5159 24.7394 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s]\n5179 28.6245 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s]\n5179 28.6245 : 17%|█▋ | 765/4420 [00:06<00:26, 136.88it/s]\n5179 28.6245 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s]\n5199 26.5901 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s]\n5199 26.5901 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s]\n5219 27.2755 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s]\n5219 27.2755 : 18%|█▊ | 806/4420 [00:06<00:29, 124.33it/s]\n5219 27.2755 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s]\n5239 27.6343 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s]\n5239 27.6343 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s]\n5259 27.4715 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s]\n5259 27.4715 : 19%|█▉ | 844/4420 [00:07<00:30, 116.29it/s]\n5259 27.4715 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s]\n5279 26.7576 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s]\n5279 26.7576 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s]\n5299 27.2032 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s]\n5299 27.2032 : 20%|█▉ | 880/4420 [00:07<00:30, 115.93it/s]\n5299 27.2032 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s]\n5319 29.3813 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s]\n5319 29.3813 : 20%|██ | 906/4420 [00:07<00:28, 122.57it/s]\n5319 29.3813 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s]\n5339 25.2711 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s]\n5339 25.2711 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s]\n5359 29.1669 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s]\n5359 29.1669 : 21%|██▏ | 945/4420 [00:08<00:30, 114.67it/s]\n5359 29.1669 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s]\n5379 26.7121 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s]\n5379 26.7121 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s]\n5399 28.3559 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s]\n5399 28.3559 : 22%|██▏ | 981/4420 [00:08<00:32, 106.84it/s]\n5399 28.3559 : 22%|██▏ | 992/4420 [00:08<00:32, 104.96it/s]\n5419 29.1089 : 22%|██▏ | 992/4420 [00:08<00:32, 104.96it/s]\n5419 29.1089 : 23%|██▎ | 1003/4420 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[00:36<00:00, 103.92it/s]\n8839 16.5484 : 100%|██████████| 4420/4420 [00:36<00:00, 120.81it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 3%|▎ | 1/29 [00:01<00:50, 1.82s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.73s/it]\n 10%|█ | 3/29 [00:05<00:44, 1.70s/it]\n 14%|█▍ | 4/29 [00:06<00:38, 1.53s/it]\n 17%|█▋ | 5/29 [00:07<00:36, 1.52s/it]\n 21%|██ | 6/29 [00:09<00:34, 1.51s/it]\n 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it]\n 28%|██▊ | 8/29 [00:12<00:33, 1.58s/it]\n 31%|███ | 9/29 [00:13<00:28, 1.44s/it]\n 34%|███▍ | 10/29 [00:15<00:26, 1.41s/it]\n 38%|███▊ | 11/29 [00:16<00:25, 1.40s/it]\n 41%|████▏ | 12/29 [00:17<00:21, 1.29s/it]\n 45%|████▍ | 13/29 [00:18<00:20, 1.26s/it]\n 48%|████▊ | 14/29 [00:20<00:20, 1.33s/it]\n 52%|█████▏ | 15/29 [00:21<00:17, 1.25s/it]\n 55%|█████▌ | 16/29 [00:23<00:18, 1.46s/it]\n 59%|█████▊ | 17/29 [00:24<00:17, 1.46s/it]\n 62%|██████▏ | 18/29 [00:26<00:17, 1.61s/it]\n 66%|██████▌ | 19/29 [00:28<00:16, 1.61s/it]\n8859 0.3229 0.0147 0.0019 : 66%|██████▌ | 19/29 [00:29<00:16, 1.61s/it]\n8859 0.3229 0.0147 0.0019 : 69%|██████▉ | 20/29 [00:29<00:13, 1.52s/it]\n8859 0.3229 0.0147 0.0019 : 72%|███████▏ | 21/29 [00:31<00:12, 1.54s/it]\n8859 0.3229 0.0147 0.0019 : 76%|███████▌ | 22/29 [00:32<00:10, 1.47s/it]\n8859 0.3229 0.0147 0.0019 : 79%|███████▉ | 23/29 [00:33<00:07, 1.32s/it]\n8859 0.3229 0.0147 0.0019 : 83%|████████▎ | 24/29 [00:34<00:06, 1.25s/it]\n8859 0.3229 0.0147 0.0019 : 86%|████████▌ | 25/29 [00:36<00:05, 1.40s/it]\n8859 0.3229 0.0147 0.0019 : 90%|████████▉ | 26/29 [00:37<00:04, 1.39s/it]\n8859 0.3229 0.0147 0.0019 : 93%|█████████▎| 27/29 [00:38<00:02, 1.33s/it]\n8859 0.3229 0.0147 0.0019 : 97%|█████████▋| 28/29 [00:40<00:01, 1.33s/it]\n8859 0.3229 0.0147 0.0019 : 100%|██████████| 29/29 [00:41<00:00, 1.36s/it]\n8859 0.3229 0.0147 0.0019 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:53, 1.92s/it]\n 7%|▋ | 2/29 [00:03<00:51, 1.92s/it]\n 10%|█ | 3/29 [00:05<00:43, 1.68s/it]\n 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it]\n 17%|█▋ | 5/29 [00:08<00:39, 1.67s/it]\n 21%|██ | 6/29 [00:09<00:34, 1.50s/it]\n 24%|██▍ | 7/29 [00:11<00:37, 1.70s/it]\n 28%|██▊ | 8/29 [00:13<00:32, 1.53s/it]\n 31%|███ | 9/29 [00:14<00:29, 1.49s/it]\n 34%|███▍ | 10/29 [00:15<00:27, 1.45s/it]\n 38%|███▊ | 11/29 [00:17<00:29, 1.64s/it]\n 41%|████▏ | 12/29 [00:18<00:24, 1.45s/it]\n 45%|████▍ | 13/29 [00:20<00:22, 1.39s/it]\n 48%|████▊ | 14/29 [00:21<00:20, 1.36s/it]\n 52%|█████▏ | 15/29 [00:22<00:19, 1.38s/it]\n 55%|█████▌ | 16/29 [00:23<00:16, 1.26s/it]\n 59%|█████▊ | 17/29 [00:24<00:14, 1.20s/it]\n 62%|██████▏ | 18/29 [00:26<00:13, 1.25s/it]\n 66%|██████▌ | 19/29 [00:27<00:12, 1.25s/it]\n8888 0.2748 0.0172 0.0022 : 66%|██████▌ | 19/29 [00:28<00:12, 1.25s/it]\n8888 0.2748 0.0172 0.0022 : 69%|██████▉ | 20/29 [00:28<00:11, 1.25s/it]\n8888 0.2748 0.0172 0.0022 : 72%|███████▏ | 21/29 [00:30<00:11, 1.38s/it]\n8888 0.2748 0.0172 0.0022 : 76%|███████▌ | 22/29 [00:32<00:10, 1.52s/it]\n8888 0.2748 0.0172 0.0022 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it]\n8888 0.2748 0.0172 0.0022 : 83%|████████▎ | 24/29 [00:34<00:06, 1.32s/it]\n8888 0.2748 0.0172 0.0022 : 86%|████████▌ | 25/29 [00:35<00:05, 1.32s/it]\n8888 0.2748 0.0172 0.0022 : 90%|████████▉ | 26/29 [00:36<00:03, 1.21s/it]\n8888 0.2748 0.0172 0.0022 : 93%|█████████▎| 27/29 [00:38<00:02, 1.24s/it]\n8888 0.2748 0.0172 0.0022 : 97%|█████████▋| 28/29 [00:40<00:01, 1.49s/it]\n8888 0.2748 0.0172 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.38s/it]\n8888 0.2748 0.0172 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:51, 1.84s/it]\n 7%|▋ | 2/29 [00:03<00:41, 1.54s/it]\n 10%|█ | 3/29 [00:04<00:37, 1.43s/it]\n 14%|█▍ | 4/29 [00:06<00:40, 1.61s/it]\n 17%|█▋ | 5/29 [00:07<00:37, 1.55s/it]\n 21%|██ | 6/29 [00:09<00:35, 1.53s/it]\n 24%|██▍ | 7/29 [00:10<00:32, 1.47s/it]\n 28%|██▊ | 8/29 [00:11<00:27, 1.32s/it]\n 31%|███ | 9/29 [00:13<00:26, 1.34s/it]\n 34%|███▍ | 10/29 [00:14<00:25, 1.33s/it]\n 38%|███▊ | 11/29 [00:15<00:23, 1.30s/it]\n 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it]\n 45%|████▍ | 13/29 [00:18<00:21, 1.34s/it]\n 48%|████▊ | 14/29 [00:19<00:19, 1.29s/it]\n 52%|█████▏ | 15/29 [00:21<00:20, 1.48s/it]\n 55%|█████▌ | 16/29 [00:22<00:18, 1.41s/it]\n 59%|█████▊ | 17/29 [00:23<00:16, 1.34s/it]\n 62%|██████▏ | 18/29 [00:25<00:14, 1.36s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.35s/it]\n8917 0.2712 0.0201 0.0028 : 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it]\n8917 0.2712 0.0201 0.0028 : 69%|██████▉ | 20/29 [00:27<00:11, 1.24s/it]\n8917 0.2712 0.0201 0.0028 : 72%|███████▏ | 21/29 [00:29<00:10, 1.34s/it]\n8917 0.2712 0.0201 0.0028 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it]\n8917 0.2712 0.0201 0.0028 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it]\n8917 0.2712 0.0201 0.0028 : 83%|████████▎ | 24/29 [00:33<00:06, 1.37s/it]\n8917 0.2712 0.0201 0.0028 : 86%|████████▌ | 25/29 [00:34<00:05, 1.27s/it]\n8917 0.2712 0.0201 0.0028 : 90%|████████▉ | 26/29 [00:36<00:04, 1.40s/it]\n8917 0.2712 0.0201 0.0028 : 93%|█████████▎| 27/29 [00:37<00:02, 1.36s/it]\n8917 0.2712 0.0201 0.0028 : 97%|█████████▋| 28/29 [00:38<00:01, 1.46s/it]\n8917 0.2712 0.0201 0.0028 : 100%|██████████| 29/29 [00:39<00:00, 1.31s/it]\n8917 0.2712 0.0201 0.0028 : 100%|██████████| 29/29 [00:39<00:00, 1.38s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:46, 1.66s/it]\n 7%|▋ | 2/29 [00:02<00:37, 1.37s/it]\n 10%|█ | 3/29 [00:04<00:38, 1.47s/it]\n 14%|█▍ | 4/29 [00:05<00:33, 1.36s/it]\n 17%|█▋ | 5/29 [00:07<00:34, 1.44s/it]\n 21%|██ | 6/29 [00:08<00:29, 1.29s/it]\n 24%|██▍ | 7/29 [00:09<00:31, 1.42s/it]\n 28%|██▊ | 8/29 [00:11<00:31, 1.48s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.47s/it]\n 34%|███▍ | 10/29 [00:14<00:26, 1.37s/it]\n 38%|███▊ | 11/29 [00:15<00:24, 1.34s/it]\n 41%|████▏ | 12/29 [00:16<00:23, 1.36s/it]\n 45%|████▍ | 13/29 [00:18<00:23, 1.46s/it]\n 48%|████▊ | 14/29 [00:20<00:23, 1.60s/it]\n 52%|█████▏ | 15/29 [00:21<00:21, 1.57s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.51s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it]\n 62%|██████▏ | 18/29 [00:25<00:15, 1.38s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.31s/it]\n8946 0.2497 0.0219 0.0029 : 66%|██████▌ | 19/29 [00:28<00:13, 1.31s/it]\n8946 0.2497 0.0219 0.0029 : 69%|██████▉ | 20/29 [00:28<00:11, 1.26s/it]\n8946 0.2497 0.0219 0.0029 : 72%|███████▏ | 21/29 [00:29<00:09, 1.20s/it]\n8946 0.2497 0.0219 0.0029 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it]\n8946 0.2497 0.0219 0.0029 : 79%|███████▉ | 23/29 [00:32<00:08, 1.37s/it]\n8946 0.2497 0.0219 0.0029 : 83%|████████▎ | 24/29 [00:33<00:07, 1.46s/it]\n8946 0.2497 0.0219 0.0029 : 86%|████████▌ | 25/29 [00:35<00:05, 1.46s/it]\n8946 0.2497 0.0219 0.0029 : 90%|████████▉ | 26/29 [00:36<00:04, 1.42s/it]\n8946 0.2497 0.0219 0.0029 : 93%|█████████▎| 27/29 [00:38<00:03, 1.51s/it]\n8946 0.2497 0.0219 0.0029 : 97%|█████████▋| 28/29 [00:39<00:01, 1.36s/it]\n8946 0.2497 0.0219 0.0029 : 100%|██████████| 29/29 [00:40<00:00, 1.37s/it]\n8946 0.2497 0.0219 0.0029 : 100%|██████████| 29/29 [00:40<00:00, 1.40s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:38, 1.37s/it]\n 7%|▋ | 2/29 [00:02<00:33, 1.24s/it]\n 10%|█ | 3/29 [00:03<00:31, 1.21s/it]\n 14%|█▍ | 4/29 [00:05<00:38, 1.55s/it]\n 17%|█▋ | 5/29 [00:07<00:36, 1.53s/it]\n 21%|██ | 6/29 [00:08<00:33, 1.45s/it]\n 24%|██▍ | 7/29 [00:09<00:28, 1.30s/it]\n 28%|██▊ | 8/29 [00:11<00:29, 1.42s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.50s/it]\n 34%|███▍ | 10/29 [00:14<00:28, 1.48s/it]\n 38%|███▊ | 11/29 [00:15<00:25, 1.41s/it]\n 41%|████▏ | 12/29 [00:17<00:24, 1.42s/it]\n 45%|████▍ | 13/29 [00:18<00:23, 1.45s/it]\n 48%|████▊ | 14/29 [00:19<00:19, 1.32s/it]\n 52%|█████▏ | 15/29 [00:20<00:17, 1.23s/it]\n 55%|█████▌ | 16/29 [00:22<00:18, 1.44s/it]\n 59%|█████▊ | 17/29 [00:23<00:16, 1.40s/it]\n 62%|██████▏ | 18/29 [00:24<00:13, 1.26s/it]\n 66%|██████▌ | 19/29 [00:25<00:11, 1.20s/it]\n8975 0.2417 0.0225 0.0028 : 66%|██████▌ | 19/29 [00:27<00:11, 1.20s/it]\n8975 0.2417 0.0225 0.0028 : 69%|██████▉ | 20/29 [00:27<00:11, 1.28s/it]\n8975 0.2417 0.0225 0.0028 : 72%|███████▏ | 21/29 [00:28<00:09, 1.21s/it]\n8975 0.2417 0.0225 0.0028 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it]\n8975 0.2417 0.0225 0.0028 : 79%|███████▉ | 23/29 [00:31<00:08, 1.41s/it]\n8975 0.2417 0.0225 0.0028 : 83%|████████▎ | 24/29 [00:33<00:07, 1.50s/it]\n8975 0.2417 0.0225 0.0028 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it]\n8975 0.2417 0.0225 0.0028 : 90%|████████▉ | 26/29 [00:35<00:03, 1.26s/it]\n8975 0.2417 0.0225 0.0028 : 93%|█████████▎| 27/29 [00:37<00:02, 1.40s/it]\n8975 0.2417 0.0225 0.0028 : 97%|█████████▋| 28/29 [00:38<00:01, 1.36s/it]\n8975 0.2417 0.0225 0.0028 : 100%|██████████| 29/29 [00:40<00:00, 1.46s/it]\n8975 0.2417 0.0225 0.0028 : 100%|██████████| 29/29 [00:40<00:00, 1.38s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:00<00:27, 1.03it/s]\n 7%|▋ | 2/29 [00:01<00:26, 1.02it/s]\n 10%|█ | 3/29 [00:03<00:32, 1.25s/it]\n 14%|█▍ | 4/29 [00:04<00:32, 1.29s/it]\n 17%|█▋ | 5/29 [00:06<00:30, 1.27s/it]\n 21%|██ | 6/29 [00:07<00:27, 1.20s/it]\n 24%|██▍ | 7/29 [00:08<00:29, 1.33s/it]\n 28%|██▊ | 8/29 [00:10<00:27, 1.31s/it]\n 31%|███ | 9/29 [00:11<00:26, 1.31s/it]\n 34%|███▍ | 10/29 [00:12<00:25, 1.34s/it]\n 38%|███▊ | 11/29 [00:14<00:23, 1.33s/it]\n 41%|████▏ | 12/29 [00:16<00:26, 1.56s/it]\n 45%|████▍ | 13/29 [00:17<00:22, 1.39s/it]\n 48%|████▊ | 14/29 [00:18<00:20, 1.34s/it]\n 52%|█████▏ | 15/29 [00:19<00:18, 1.33s/it]\n 55%|█████▌ | 16/29 [00:21<00:18, 1.39s/it]\n 59%|█████▊ | 17/29 [00:22<00:16, 1.37s/it]\n 62%|██████▏ | 18/29 [00:24<00:16, 1.47s/it]\n 66%|██████▌ | 19/29 [00:26<00:15, 1.60s/it]\n9004 0.2316 0.0231 0.0026 : 66%|██████▌ | 19/29 [00:27<00:15, 1.60s/it]\n9004 0.2316 0.0231 0.0026 : 69%|██████▉ | 20/29 [00:27<00:14, 1.63s/it]\n9004 0.2316 0.0231 0.0026 : 72%|███████▏ | 21/29 [00:29<00:12, 1.58s/it]\n9004 0.2316 0.0231 0.0026 : 76%|███████▌ | 22/29 [00:30<00:10, 1.54s/it]\n9004 0.2316 0.0231 0.0026 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it]\n9004 0.2316 0.0231 0.0026 : 83%|████████▎ | 24/29 [00:32<00:06, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 86%|████████▌ | 25/29 [00:34<00:05, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 90%|████████▉ | 26/29 [00:35<00:03, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 93%|█████████▎| 27/29 [00:37<00:02, 1.39s/it]\n9004 0.2316 0.0231 0.0026 : 97%|█████████▋| 28/29 [00:38<00:01, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 100%|██████████| 29/29 [00:39<00:00, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 100%|██████████| 29/29 [00:39<00:00, 1.37s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:29, 1.05s/it]\n 7%|▋ | 2/29 [00:02<00:38, 1.42s/it]\n 10%|█ | 3/29 [00:04<00:35, 1.38s/it]\n 14%|█▍ | 4/29 [00:05<00:34, 1.36s/it]\n 17%|█▋ | 5/29 [00:07<00:35, 1.48s/it]\n 21%|██ | 6/29 [00:08<00:35, 1.55s/it]\n 24%|██▍ | 7/29 [00:10<00:38, 1.73s/it]\n 28%|██▊ | 8/29 [00:12<00:32, 1.55s/it]\n 31%|███ | 9/29 [00:13<00:27, 1.40s/it]\n 34%|███▍ | 10/29 [00:14<00:27, 1.43s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.48s/it]\n 41%|████▏ | 12/29 [00:18<00:27, 1.61s/it]\n 45%|████▍ | 13/29 [00:20<00:27, 1.70s/it]\n 48%|████▊ | 14/29 [00:21<00:22, 1.49s/it]\n 52%|█████▏ | 15/29 [00:21<00:18, 1.33s/it]\n 55%|█████▌ | 16/29 [00:23<00:17, 1.32s/it]\n 59%|█████▊ | 17/29 [00:25<00:17, 1.50s/it]\n 62%|██████▏ | 18/29 [00:26<00:16, 1.49s/it]\n 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it]\n9033 0.2500 0.0209 0.0020 : 66%|██████▌ | 19/29 [00:29<00:13, 1.35s/it]\n9033 0.2500 0.0209 0.0020 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it]\n9033 0.2500 0.0209 0.0020 : 72%|███████▏ | 21/29 [00:30<00:11, 1.40s/it]\n9033 0.2500 0.0209 0.0020 : 76%|███████▌ | 22/29 [00:32<00:10, 1.46s/it]\n9033 0.2500 0.0209 0.0020 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it]\n9033 0.2500 0.0209 0.0020 : 83%|████████▎ | 24/29 [00:34<00:06, 1.39s/it]\n9033 0.2500 0.0209 0.0020 : 86%|████████▌ | 25/29 [00:36<00:05, 1.37s/it]\n9033 0.2500 0.0209 0.0020 : 90%|████████▉ | 26/29 [00:37<00:04, 1.36s/it]\n9033 0.2500 0.0209 0.0020 : 93%|█████████▎| 27/29 [00:39<00:02, 1.37s/it]\n9033 0.2500 0.0209 0.0020 : 97%|█████████▋| 28/29 [00:40<00:01, 1.36s/it]\n9033 0.2500 0.0209 0.0020 : 100%|██████████| 29/29 [00:41<00:00, 1.33s/it]\n9033 0.2500 0.0209 0.0020 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:02<00:57, 2.06s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.71s/it]\n 10%|█ | 3/29 [00:04<00:37, 1.46s/it]\n 14%|█▍ | 4/29 [00:05<00:32, 1.30s/it]\n 17%|█▋ | 5/29 [00:06<00:30, 1.26s/it]\n 21%|██ | 6/29 [00:08<00:34, 1.48s/it]\n 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it]\n 28%|██▊ | 8/29 [00:12<00:33, 1.58s/it]\n 31%|███ | 9/29 [00:13<00:28, 1.42s/it]\n 34%|███▍ | 10/29 [00:14<00:26, 1.40s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it]\n 41%|████▏ | 12/29 [00:18<00:28, 1.65s/it]\n 45%|████▍ | 13/29 [00:20<00:27, 1.73s/it]\n 48%|████▊ | 14/29 [00:21<00:23, 1.56s/it]\n 52%|█████▏ | 15/29 [00:22<00:20, 1.44s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it]\n 59%|█████▊ | 17/29 [00:25<00:18, 1.53s/it]\n 62%|██████▏ | 18/29 [00:26<00:16, 1.46s/it]\n 66%|██████▌ | 19/29 [00:27<00:13, 1.33s/it]\n9062 0.2253 0.0241 0.0037 : 66%|██████▌ | 19/29 [00:28<00:13, 1.33s/it]\n9062 0.2253 0.0241 0.0037 : 69%|██████▉ | 20/29 [00:28<00:11, 1.24s/it]\n9062 0.2253 0.0241 0.0037 : 72%|███████▏ | 21/29 [00:30<00:10, 1.27s/it]\n9062 0.2253 0.0241 0.0037 : 76%|███████▌ | 22/29 [00:31<00:08, 1.28s/it]\n9062 0.2253 0.0241 0.0037 : 79%|███████▉ | 23/29 [00:32<00:07, 1.22s/it]\n9062 0.2253 0.0241 0.0037 : 83%|████████▎ | 24/29 [00:33<00:06, 1.23s/it]\n9062 0.2253 0.0241 0.0037 : 86%|████████▌ | 25/29 [00:35<00:05, 1.33s/it]\n9062 0.2253 0.0241 0.0037 : 90%|████████▉ | 26/29 [00:36<00:03, 1.31s/it]\n9062 0.2253 0.0241 0.0037 : 93%|█████████▎| 27/29 [00:38<00:02, 1.39s/it]\n9062 0.2253 0.0241 0.0037 : 97%|█████████▋| 28/29 [00:39<00:01, 1.32s/it]\n9062 0.2253 0.0241 0.0037 : 100%|██████████| 29/29 [00:41<00:00, 1.49s/it]\n9062 0.2253 0.0241 0.0037 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:52, 1.88s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.71s/it]\n 10%|█ | 3/29 [00:05<00:48, 1.88s/it]\n 14%|█▍ | 4/29 [00:07<00:44, 1.77s/it]\n 17%|█▋ | 5/29 [00:08<00:35, 1.48s/it]\n 21%|██ | 6/29 [00:09<00:30, 1.31s/it]\n 24%|██▍ | 7/29 [00:10<00:27, 1.23s/it]\n 28%|██▊ | 8/29 [00:11<00:28, 1.35s/it]\n 31%|███ | 9/29 [00:13<00:31, 1.58s/it]\n 34%|███▍ | 10/29 [00:15<00:28, 1.50s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.45s/it]\n 41%|████▏ | 12/29 [00:17<00:22, 1.31s/it]\n 45%|████▍ | 13/29 [00:18<00:20, 1.29s/it]\n 48%|████▊ | 14/29 [00:19<00:18, 1.22s/it]\n 52%|█████▏ | 15/29 [00:21<00:18, 1.30s/it]\n 55%|█████▌ | 16/29 [00:22<00:17, 1.33s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it]\n 62%|██████▏ | 18/29 [00:25<00:15, 1.39s/it]\n 66%|██████▌ | 19/29 [00:27<00:14, 1.44s/it]\n9091 0.2548 0.0203 0.0022 : 66%|██████▌ | 19/29 [00:29<00:14, 1.44s/it]\n9091 0.2548 0.0203 0.0022 : 69%|██████▉ | 20/29 [00:29<00:14, 1.57s/it]\n9091 0.2548 0.0203 0.0022 : 72%|███████▏ | 21/29 [00:30<00:12, 1.54s/it]\n9091 0.2548 0.0203 0.0022 : 76%|███████▌ | 22/29 [00:32<00:11, 1.59s/it]\n9091 0.2548 0.0203 0.0022 : 79%|███████▉ | 23/29 [00:33<00:08, 1.42s/it]\n9091 0.2548 0.0203 0.0022 : 83%|████████▎ | 24/29 [00:34<00:06, 1.33s/it]\n9091 0.2548 0.0203 0.0022 : 86%|████████▌ | 25/29 [00:36<00:06, 1.51s/it]\n9091 0.2548 0.0203 0.0022 : 90%|████████▉ | 26/29 [00:37<00:04, 1.34s/it]\n9091 0.2548 0.0203 0.0022 : 93%|█████████▎| 27/29 [00:38<00:02, 1.29s/it]\n9091 0.2548 0.0203 0.0022 : 97%|█████████▋| 28/29 [00:39<00:01, 1.30s/it]\n9091 0.2548 0.0203 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.42s/it]\n9091 0.2548 0.0203 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:46, 1.67s/it]\n 7%|▋ | 2/29 [00:02<00:37, 1.38s/it]\n 10%|█ | 3/29 [00:03<00:31, 1.21s/it]\n 14%|█▍ | 4/29 [00:05<00:30, 1.23s/it]\n 17%|█▋ | 5/29 [00:06<00:29, 1.24s/it]\n 21%|██ | 6/29 [00:07<00:31, 1.36s/it]\n 24%|██▍ | 7/29 [00:08<00:27, 1.24s/it]\n 28%|██▊ | 8/29 [00:09<00:24, 1.18s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.46s/it]\n 34%|███▍ | 10/29 [00:13<00:27, 1.44s/it]\n 38%|███▊ | 11/29 [00:15<00:29, 1.64s/it]\n 41%|████▏ | 12/29 [00:17<00:27, 1.62s/it]\n 45%|████▍ | 13/29 [00:18<00:24, 1.53s/it]\n 48%|████▊ | 14/29 [00:19<00:22, 1.47s/it]\n 52%|█████▏ | 15/29 [00:21<00:20, 1.43s/it]\n 55%|█████▌ | 16/29 [00:22<00:16, 1.31s/it]\n 59%|█████▊ | 17/29 [00:23<00:15, 1.30s/it]\n 62%|██████▏ | 18/29 [00:24<00:14, 1.30s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.37s/it]\n9120 0.2246 0.0225 0.0033 : 66%|██████▌ | 19/29 [00:27<00:13, 1.37s/it]\n9120 0.2246 0.0225 0.0033 : 69%|██████▉ | 20/29 [00:27<00:11, 1.33s/it]\n9120 0.2246 0.0225 0.0033 : 72%|███████▏ | 21/29 [00:28<00:10, 1.27s/it]\n9120 0.2246 0.0225 0.0033 : 76%|███████▌ | 22/29 [00:30<00:10, 1.46s/it]\n9120 0.2246 0.0225 0.0033 : 79%|███████▉ | 23/29 [00:31<00:08, 1.43s/it]\n9120 0.2246 0.0225 0.0033 : 83%|████████▎ | 24/29 [00:32<00:06, 1.31s/it]\n9120 0.2246 0.0225 0.0033 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it]\n9120 0.2246 0.0225 0.0033 : 90%|████████▉ | 26/29 [00:36<00:04, 1.50s/it]\n9120 0.2246 0.0225 0.0033 : 93%|█████████▎| 27/29 [00:38<00:03, 1.67s/it]\n9120 0.2246 0.0225 0.0033 : 97%|█████████▋| 28/29 [00:40<00:01, 1.80s/it]\n9120 0.2246 0.0225 0.0033 : 100%|██████████| 29/29 [00:42<00:00, 1.82s/it]\n9120 0.2246 0.0225 0.0033 : 100%|██████████| 29/29 [00:42<00:00, 1.46s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057\nrecentered (3, 4)\n[ 1.4332432 12.709555 ]\nOverriding offset 250-> 250\ndmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250\n\n 0%| | 0/5 [00:00<?, ?it/s]\n 60%|██████ | 3/5 [00:00<00:00, 24.48it/s]\n100%|██████████| 5/5 [00:00<00:00, 24.24it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 69289.16it/s]\nz_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf-svox2/ckpt_arf/llff/flower/49f883d8-811f-4358-b9e4-05a001f8a56b/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<00:47, 2.50it/s]\n 2%|▏ | 2/120 [00:00<00:41, 2.83it/s]\n 2%|▎ | 3/120 [00:01<00:40, 2.91it/s]\n 3%|▎ | 4/120 [00:01<00:40, 2.90it/s]\n 4%|▍ | 5/120 [00:01<00:39, 2.93it/s]\n 5%|▌ | 6/120 [00:02<00:38, 2.96it/s]\n 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[00:36<00:01, 2.97it/s]\n 98%|█████████▊| 117/120 [00:37<00:01, 2.92it/s]\n 98%|█████████▊| 118/120 [00:37<00:00, 2.89it/s]\n 99%|█████████▉| 119/120 [00:37<00:00, 2.88it/s]\n100%|██████████| 120/120 [00:38<00:00, 2.89it/s]\n100%|██████████| 120/120 [00:38<00:00, 3.14it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).",
"metrics": {
"predict_time": 648.661635,
"total_time": 1159.246113
},
"output": "https://replicate.delivery/mgxm/7c31b962-4a41-43f4-bca3-a01fab86d4ce/test_renders_path.mp4",
"started_at": "2022-06-23T04:48:11.970157Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/qs46nnpy5vdatahpcvrrh4teuq",
"cancel": "https://api.replicate.com/v1/predictions/qs46nnpy5vdatahpcvrrh4teuq/cancel"
},
"version": "a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41"
}
Downloading checkpoint for flower
Detected LLFF dataset
Using pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4
Loaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057
recentered (3, 4)
[ 1.4332432 12.709555 ]
Overriding offset 250-> 250
dmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250
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z_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)
scene_radius [1.496031746031746, 1.6613756613756614, 1.0]
Generating rays, scaling factor 1
ic| "Loaded ckpt: ": 'Loaded ckpt: '
args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/flower/ckpt.npz'
ic| grid.basis_dim: 1
opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.
style_img = imageio.imread(args.style).astype(np.float32) / 255.0
Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)
ic| "Style image: ": 'Style image: '
args.style: '/tmp/tmphid_h4wtd1b61de7-9670-4240-b894-b19a06459b2c.png'
style_img.shape: torch.Size([504, 352, 3])
Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 0
epoch_size: 22099392
batches_per_epoch: 4420
batch_size: 5000
optim_type: 'ray'
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1939 25.6800 : 44%|████▎ | 1931/4420 [00:15<00:17, 138.74it/s]
1939 25.6800 : 44%|████▍ | 1946/4420 [00:15<00:17, 140.78it/s]
1959 25.5415 : 44%|████▍ | 1946/4420 [00:15<00:17, 140.78it/s]
1959 25.5415 : 44%|████▍ | 1963/4420 [00:15<00:16, 146.99it/s]
1979 17.9170 : 44%|████▍ | 1963/4420 [00:15<00:16, 146.99it/s]
1979 17.9170 : 45%|████▍ | 1981/4420 [00:15<00:15, 154.56it/s]
1979 17.9170 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s]
1999 20.7980 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s]
1999 20.7980 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s]
2019 19.2915 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s]
2019 19.2915 : 46%|████▌ | 2026/4420 [00:15<00:18, 131.67it/s]
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3859 29.3407 : 88%|████████▊ | 3874/4420 [00:30<00:04, 126.93it/s]
3879 27.2545 : 88%|████████▊ | 3874/4420 [00:30<00:04, 126.93it/s]
3879 27.2545 : 88%|████████▊ | 3887/4420 [00:30<00:04, 126.57it/s]
3899 29.2382 : 88%|████████▊ | 3887/4420 [00:30<00:04, 126.57it/s]
3899 29.2382 : 88%|████████▊ | 3900/4420 [00:30<00:04, 127.53it/s]
3899 29.2382 : 89%|████████▊ | 3915/4420 [00:31<00:03, 132.45it/s]
3919 29.0174 : 89%|████████▊ | 3915/4420 [00:31<00:03, 132.45it/s]
3919 29.0174 : 89%|████████▉ | 3931/4420 [00:31<00:03, 137.87it/s]
3939 30.4297 : 89%|████████▉ | 3931/4420 [00:31<00:03, 137.87it/s]
3939 30.4297 : 89%|████████▉ | 3947/4420 [00:31<00:03, 141.69it/s]
3959 20.7998 : 89%|████████▉ | 3947/4420 [00:31<00:03, 141.69it/s]
3959 20.7998 : 90%|████████▉ | 3962/4420 [00:31<00:03, 142.93it/s]
3959 20.7998 : 90%|████████▉ | 3977/4420 [00:31<00:03, 139.58it/s]
3979 26.4022 : 90%|████████▉ | 3977/4420 [00:31<00:03, 139.58it/s]
3979 26.4022 : 90%|█████████ | 3991/4420 [00:31<00:03, 136.15it/s]
3999 26.9148 : 90%|█████████ | 3991/4420 [00:31<00:03, 136.15it/s]
3999 26.9148 : 91%|█████████ | 4005/4420 [00:31<00:03, 132.35it/s]
3999 26.9148 : 91%|█████████ | 4019/4420 [00:31<00:03, 130.49it/s]
4019 28.3023 : 91%|█████████ | 4019/4420 [00:31<00:03, 130.49it/s]
4019 28.3023 : 91%|█████████ | 4033/4420 [00:31<00:02, 129.38it/s]
4039 27.6622 : 91%|█████████ | 4033/4420 [00:31<00:02, 129.38it/s]
4039 27.6622 : 92%|█████████▏| 4046/4420 [00:32<00:02, 129.21it/s]
4059 30.5128 : 92%|█████████▏| 4046/4420 [00:32<00:02, 129.21it/s]
4059 30.5128 : 92%|█████████▏| 4060/4420 [00:32<00:02, 131.81it/s]
4059 30.5128 : 92%|█████████▏| 4076/4420 [00:32<00:02, 138.08it/s]
4079 32.0805 : 92%|█████████▏| 4076/4420 [00:32<00:02, 138.08it/s]
4079 32.0805 : 93%|█████████▎| 4092/4420 [00:32<00:02, 142.57it/s]
4099 30.3502 : 93%|█████████▎| 4092/4420 [00:32<00:02, 142.57it/s]
4099 30.3502 : 93%|█████████▎| 4107/4420 [00:32<00:02, 144.29it/s]
4119 23.9074 : 93%|█████████▎| 4107/4420 [00:32<00:02, 144.29it/s]
4119 23.9074 : 93%|█████████▎| 4122/4420 [00:32<00:02, 141.38it/s]
4119 23.9074 : 94%|█████████▎| 4137/4420 [00:32<00:02, 134.98it/s]
4139 26.7536 : 94%|█████████▎| 4137/4420 [00:32<00:02, 134.98it/s]
4139 26.7536 : 94%|█████████▍| 4151/4420 [00:32<00:02, 128.24it/s]
4159 26.5412 : 94%|█████████▍| 4151/4420 [00:32<00:02, 128.24it/s]
4159 26.5412 : 94%|█████████▍| 4164/4420 [00:32<00:02, 125.32it/s]
4159 26.5412 : 95%|█████████▍| 4177/4420 [00:33<00:01, 123.98it/s]
4179 23.1800 : 95%|█████████▍| 4177/4420 [00:33<00:01, 123.98it/s]
4179 23.1800 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s]
4199 26.2801 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s]
4199 26.2801 : 95%|█████████▌| 4203/4420 [00:33<00:01, 123.27it/s]
4199 26.2801 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s]
4219 30.6155 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s]
4219 30.6155 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s]
4239 30.2725 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s]
4239 30.2725 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s]
4259 28.4728 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s]
4259 28.4728 : 96%|█████████▋| 4262/4420 [00:33<00:01, 139.13it/s]
4259 28.4728 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s]
4279 20.4381 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s]
4279 20.4381 : 97%|█████████▋| 4289/4420 [00:33<00:01, 111.28it/s]
4299 21.4567 : 97%|█████████▋| 4289/4420 [00:34<00:01, 111.28it/s]
4299 21.4567 : 97%|█████████▋| 4301/4420 [00:34<00:01, 102.52it/s]
4299 21.4567 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s]
4319 22.6654 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s]
4319 22.6654 : 98%|█████████▊| 4323/4420 [00:34<00:01, 96.14it/s]
4319 22.6654 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s]
4339 23.5483 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s]
4339 23.5483 : 98%|█████████▊| 4343/4420 [00:34<00:00, 94.08it/s]
4339 23.5483 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s]
4359 23.6020 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s]
4359 23.6020 : 99%|█████████▊| 4363/4420 [00:34<00:00, 95.80it/s]
4359 23.6020 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s]
4379 25.1768 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s]
4379 25.1768 : 99%|█████████▉| 4387/4420 [00:34<00:00, 104.63it/s]
4379 25.1768 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s]
4399 24.6237 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s]
4399 24.6237 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s]
4419 13.4231 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s]
4419 13.4231 : 100%|██████████| 4420/4420 [00:35<00:00, 125.47it/s]
ic| "Training epoch: ": 'Training epoch: '
epoch_id: 1
epoch_size: 22099392
batches_per_epoch: 4420
batch_size: 5000
optim_type: 'ray'
0%| | 0/4420 [00:00<?, ?it/s]
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4439 22.0277 : 0%| | 22/4420 [00:00<00:43, 100.75it/s]
4439 22.0277 : 1%| | 33/4420 [00:00<00:44, 98.01it/s]
4459 19.4925 : 1%| | 33/4420 [00:00<00:44, 98.01it/s]
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4459 19.4925 : 1%| | 53/4420 [00:00<00:45, 96.39it/s]
4479 21.1203 : 1%| | 53/4420 [00:00<00:45, 96.39it/s]
4479 21.1203 : 1%|▏ | 63/4420 [00:00<00:46, 93.16it/s]
4479 21.1203 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s]
4499 22.5380 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s]
4499 22.5380 : 2%|▏ | 83/4420 [00:00<00:47, 91.23it/s]
4499 22.5380 : 2%|▏ | 93/4420 [00:00<00:48, 89.11it/s]
4519 23.0067 : 2%|▏ | 93/4420 [00:01<00:48, 89.11it/s]
4519 23.0067 : 2%|▏ | 103/4420 [00:01<00:48, 89.79it/s]
4519 23.0067 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s]
4539 23.5128 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s]
4539 23.5128 : 3%|▎ | 123/4420 [00:01<00:45, 94.02it/s]
4539 23.5128 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s]
4559 22.2723 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s]
4559 22.2723 : 3%|▎ | 147/4420 [00:01<00:41, 103.85it/s]
4559 22.2723 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s]
4579 22.0384 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s]
4579 22.0384 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s]
4599 24.7747 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s]
4599 24.7747 : 4%|▍ | 181/4420 [00:01<00:40, 104.89it/s]
4599 24.7747 : 4%|▍ | 192/4420 [00:01<00:41, 103.02it/s]
4619 25.6866 : 4%|▍ | 192/4420 [00:02<00:41, 103.02it/s]
4619 25.6866 : 5%|▍ | 203/4420 [00:02<00:41, 101.90it/s]
4619 25.6866 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s]
4639 28.5741 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s]
4639 28.5741 : 5%|▌ | 225/4420 [00:02<00:42, 99.69it/s]
4639 28.5741 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s]
4659 27.7192 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s]
4659 27.7192 : 6%|▌ | 247/4420 [00:02<00:41, 100.08it/s]
4659 27.7192 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s]
4679 28.2172 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s]
4679 28.2172 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s]
4699 27.7492 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s]
4699 27.7492 : 6%|▋ | 280/4420 [00:02<00:40, 103.48it/s]
4699 27.7492 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s]
4719 27.7042 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s]
4719 27.7042 : 7%|▋ | 306/4420 [00:03<00:35, 114.64it/s]
4719 27.7042 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s]
4739 26.5048 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s]
4739 26.5048 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s]
4759 26.3620 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s]
4759 26.3620 : 8%|▊ | 345/4420 [00:03<00:33, 120.77it/s]
4759 26.3620 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s]
4779 26.1254 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s]
4779 26.1254 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s]
4799 28.0783 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s]
4799 28.0783 : 9%|▊ | 383/4420 [00:03<00:34, 118.07it/s]
4799 28.0783 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s]
4819 29.7934 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s]
4819 29.7934 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s]
4839 29.5746 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s]
4839 29.5746 : 10%|▉ | 420/4420 [00:03<00:33, 119.21it/s]
4839 29.5746 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s]
4859 27.6696 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s]
4859 27.6696 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s]
4879 25.2430 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s]
4879 25.2430 : 10%|█ | 462/4420 [00:04<00:30, 131.41it/s]
4879 25.2430 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s]
4899 28.7901 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s]
4899 28.7901 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s]
4919 28.3557 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s]
4919 28.3557 : 11%|█▏ | 504/4420 [00:04<00:30, 129.63it/s]
4919 28.3557 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s]
4939 29.8393 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s]
4939 29.8393 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s]
4959 30.3354 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s]
4959 30.3354 : 12%|█▏ | 543/4420 [00:04<00:31, 122.72it/s]
4959 30.3354 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s]
4979 28.7004 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s]
4979 28.7004 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s]
4999 29.6749 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s]
4999 29.6749 : 13%|█▎ | 583/4420 [00:05<00:30, 125.95it/s]
4999 29.6749 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s]
5019 29.6602 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s]
5019 29.6602 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s]
5039 25.8953 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s]
5039 25.8953 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s]
5059 28.1144 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s]
5059 28.1144 : 15%|█▍ | 641/4420 [00:05<00:28, 132.32it/s]
5059 28.1144 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s]
5079 24.5684 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s]
5079 24.5684 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s]
5099 26.2072 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s]
5099 26.2072 : 15%|█▌ | 682/4420 [00:06<00:29, 125.51it/s]
5099 26.2072 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s]
5119 28.5023 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s]
5119 28.5023 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s]
5139 27.4920 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s]
5139 27.4920 : 16%|█▋ | 721/4420 [00:06<00:29, 125.58it/s]
5139 27.4920 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s]
5159 24.7394 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s]
5159 24.7394 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s]
5179 28.6245 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s]
5179 28.6245 : 17%|█▋ | 765/4420 [00:06<00:26, 136.88it/s]
5179 28.6245 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s]
5199 26.5901 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s]
5199 26.5901 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s]
5219 27.2755 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s]
5219 27.2755 : 18%|█▊ | 806/4420 [00:06<00:29, 124.33it/s]
5219 27.2755 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s]
5239 27.6343 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s]
5239 27.6343 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s]
5259 27.4715 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s]
5259 27.4715 : 19%|█▉ | 844/4420 [00:07<00:30, 116.29it/s]
5259 27.4715 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s]
5279 26.7576 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s]
5279 26.7576 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s]
5299 27.2032 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s]
5299 27.2032 : 20%|█▉ | 880/4420 [00:07<00:30, 115.93it/s]
5299 27.2032 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s]
5319 29.3813 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s]
5319 29.3813 : 20%|██ | 906/4420 [00:07<00:28, 122.57it/s]
5319 29.3813 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s]
5339 25.2711 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s]
5339 25.2711 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s]
5359 29.1669 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s]
5359 29.1669 : 21%|██▏ | 945/4420 [00:08<00:30, 114.67it/s]
5359 29.1669 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s]
5379 26.7121 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s]
5379 26.7121 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s]
5399 28.3559 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s]
5399 28.3559 : 22%|██▏ | 981/4420 [00:08<00:32, 106.84it/s]
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5419 29.1089 : 23%|██▎ | 1003/4420 [00:08<00:33, 103.00it/s]
5419 29.1089 : 23%|██▎ | 1014/4420 [00:08<00:33, 102.70it/s]
5439 27.5635 : 23%|██▎ | 1014/4420 [00:08<00:33, 102.70it/s]
5439 27.5635 : 23%|██▎ | 1025/4420 [00:08<00:33, 102.39it/s]
5439 27.5635 : 23%|██▎ | 1036/4420 [00:09<00:32, 103.36it/s]
5459 28.3375 : 23%|██▎ | 1036/4420 [00:09<00:32, 103.36it/s]
5459 28.3375 : 24%|██▎ | 1047/4420 [00:09<00:32, 103.74it/s]
5479 30.4755 : 24%|██▎ | 1047/4420 [00:09<00:32, 103.74it/s]
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8779 26.7491 : 99%|█████████▊| 4354/4420 [00:36<00:00, 89.22it/s]
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 2
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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warnings.warn(
/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.
warnings.warn(
/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)
return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 3
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 4
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 5
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 6
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 7
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 8
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 9
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 10
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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ic| "Training epoch: ": 'Training epoch: '
epoch_id: 11
epoch_size: 29
batches_per_epoch: 29
batch_size: 1
optim_type: 'image'
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Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]
Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth
Detected LLFF dataset
Using pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4
Loaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057
recentered (3, 4)
[ 1.4332432 12.709555 ]
Overriding offset 250-> 250
dmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250
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z_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)
scene_radius [1.496031746031746, 1.6613756613756614, 1.0]
Writing to /root/.cache/arf-svox2/ckpt_arf/llff/flower/49f883d8-811f-4358-b9e4-05a001f8a56b/test_renders_path
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IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).