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mareksagan / dreamgaussian
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation. Hologram optimized
- Public
- 350 runs
-
A100 (80GB)
- GitHub
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=mareksagan/dreamgaussian
or set up a project from scratch
Install Replicate’s Node.js client library:
npm install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import and set up the client:
import Replicate from "replicate";
import fs from "node:fs";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run mareksagan/dreamgaussian using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"mareksagan/dreamgaussian:d16b4890fd9d1996aa7e018c261237e3c4157d20489773f3022ef10de6c06909",
{
input: {
image: "https://replicate.delivery/pbxt/KJ8DW4s2VG9W9dN2MgG16HtbOxccxqdYDtN478M6IuCwYtBO/doraemon-mascot.webp",
elevation: 0,
num_steps: 500,
image_size: 256,
num_point_samples: 1000,
num_refinement_steps: 50
}
}
);
// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"
// To write the file to disk:
fs.writeFile("my-image.png", output[0]);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:
pip install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import the client:
import replicateRun mareksagan/dreamgaussian using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"mareksagan/dreamgaussian:d16b4890fd9d1996aa7e018c261237e3c4157d20489773f3022ef10de6c06909",
input={
"image": "https://replicate.delivery/pbxt/KJ8DW4s2VG9W9dN2MgG16HtbOxccxqdYDtN478M6IuCwYtBO/doraemon-mascot.webp",
"elevation": 0,
"num_steps": 500,
"image_size": 256,
"num_point_samples": 1000,
"num_refinement_steps": 50
}
)
print(output)To learn more, take a look at the guide on getting started with Python.
Set the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Run mareksagan/dreamgaussian 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": "mareksagan/dreamgaussian:d16b4890fd9d1996aa7e018c261237e3c4157d20489773f3022ef10de6c06909",
"input": {
"image": "https://replicate.delivery/pbxt/KJ8DW4s2VG9W9dN2MgG16HtbOxccxqdYDtN478M6IuCwYtBO/doraemon-mascot.webp",
"elevation": 0,
"num_steps": 500,
"image_size": 256,
"num_point_samples": 1000,
"num_refinement_steps": 50
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Add a payment method to run this model.
Sign in with GitHub
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terms of service and privacy policy
Output
{
"completed_at": "2024-01-28T23:55:36.728938Z",
"created_at": "2024-01-28T23:49:04.327789Z",
"data_removed": false,
"error": null,
"id": "5gu33f3bwuzxacptrj6zgyrdpe",
"input": {
"image": "https://replicate.delivery/pbxt/KJ8DW4s2VG9W9dN2MgG16HtbOxccxqdYDtN478M6IuCwYtBO/doraemon-mascot.webp",
"elevation": 0,
"num_steps": 500,
"image_size": 256,
"num_point_samples": 1000,
"num_refinement_steps": 50
},
"logs": "Performing image-to-3D\nDownloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.\n 0%| | 0.00/176M [00:00<?, ?B/s]\n 1%|▏ | 1.12M/176M [00:00<00:15, 11.2MB/s]\n 2%|▊ | 3.64M/176M [00:00<00:08, 19.3MB/s]\n 5%|█▉ | 8.74M/176M [00:00<00:04, 33.7MB/s]\n 10%|███▋ | 17.1M/176M [00:00<00:02, 53.6MB/s]\n 15%|█████▌ | 25.7M/176M [00:00<00:02, 64.9MB/s]\n 19%|███████▎ | 34.1M/176M [00:00<00:01, 71.7MB/s]\n 24%|█████████▏ | 42.8M/176M [00:00<00:01, 76.4MB/s]\n 29%|███████████ | 51.3M/176M [00:00<00:01, 79.1MB/s]\n 34%|████████████▉ | 59.8M/176M [00:00<00:01, 81.2MB/s]\n 39%|██████████████▋ | 68.1M/176M [00:01<00:01, 81.6MB/s]\n 44%|████████████████▌ | 76.6M/176M [00:01<00:01, 82.8MB/s]\n 48%|██████████████████▎ | 84.9M/176M [00:01<00:01, 82.1MB/s]\n 53%|████████████████████▏ | 93.4M/176M [00:01<00:00, 82.9MB/s]\n 58%|██████████████████████▌ | 102M/176M [00:01<00:00, 83.7MB/s]\n 63%|████████████████████████▍ | 111M/176M [00:01<00:00, 84.4MB/s]\n 68%|██████████████████████████▍ | 119M/176M [00:01<00:00, 85.0MB/s]\n 73%|████████████████████████████▎ | 128M/176M [00:01<00:00, 85.2MB/s]\n 77%|██████████████████████████████▏ | 136M/176M [00:01<00:00, 85.5MB/s]\n 82%|████████████████████████████████ | 145M/176M [00:01<00:00, 85.2MB/s]\n 87%|██████████████████████████████████ | 154M/176M [00:02<00:00, 85.4MB/s]\n 92%|███████████████████████████████████▉ | 162M/176M [00:02<00:00, 85.8MB/s]\n 97%|█████████████████████████████████████▊ | 171M/176M [00:02<00:00, 86.0MB/s]\n0%| | 0.00/176M [00:00<?, ?B/s]\n100%|████████████████████████████████████████| 176M/176M [00:00<00:00, 990GB/s]\n2024-01-28 23:53:21.212449782 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 920, index: 0, mask: {1, 65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212461747 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 921, index: 1, mask: {2, 66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212482949 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 922, index: 2, mask: {3, 67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212522056 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 923, index: 3, mask: {4, 68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212556005 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 924, index: 4, mask: {5, 69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212576306 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 925, index: 5, mask: {6, 70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212605938 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 926, index: 6, mask: {7, 71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212639594 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 927, index: 7, mask: {8, 72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212655298 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 928, index: 8, mask: {9, 73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212683036 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 929, index: 9, mask: {10, 74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212701751 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 930, index: 10, mask: {11, 75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212724424 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 931, index: 11, mask: {12, 76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212754831 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 932, index: 12, mask: {13, 77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.212802450 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 933, index: 13, mask: {14, 78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.217556797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 975, index: 55, mask: {56, 120, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.221736580 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 980, index: 60, mask: {61, 125, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.221726941 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 982, index: 62, mask: {63, 127, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.217770138 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 962, index: 42, mask: {43, 107, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.217771245 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 961, index: 41, mask: {42, 106, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.217771797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 963, index: 43, mask: {44, 108, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.242053074 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 958, index: 38, mask: {39, 103, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.245739921 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 953, index: 33, mask: {34, 98, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.249760641 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 959, index: 39, mask: {40, 104, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.257739813 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 938, index: 18, mask: {19, 83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.261831644 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 954, index: 34, mask: {35, 99, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.269759130 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 949, index: 29, mask: {30, 94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.281776305 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 943, index: 23, mask: {24, 88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.281837822 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 951, index: 31, mask: {32, 96, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297750499 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 934, index: 14, mask: {15, 79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297768618 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 936, index: 16, mask: {17, 81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297786603 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 937, index: 17, mask: {18, 82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297823090 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 976, index: 56, mask: {57, 121, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297837692 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 977, index: 57, mask: {58, 122, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297854965 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 950, index: 30, mask: {31, 95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.261762626 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 960, index: 40, mask: {41, 105, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.261732857 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 974, index: 54, mask: {55, 119, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.261768741 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 972, index: 52, mask: {53, 117, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.261801307 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 955, index: 35, mask: {36, 100, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.297808255 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 940, index: 20, mask: {21, 85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.321776050 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 971, index: 51, mask: {52, 116, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.330952680 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 979, index: 59, mask: {60, 124, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.345769974 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 973, index: 53, mask: {54, 118, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.345791035 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 944, index: 24, mask: {25, 89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.303714192 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 941, index: 21, mask: {22, 86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.313724731 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 948, index: 28, mask: {29, 93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.321748531 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 981, index: 61, mask: {62, 126, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.330938660 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 956, index: 36, mask: {37, 101, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.345738631 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 964, index: 44, mask: {45, 109, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.303694136 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 946, index: 26, mask: {27, 91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.303725072 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 952, index: 32, mask: {33, 97, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.313733667 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 939, index: 19, mask: {20, 84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.309724833 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 965, index: 45, mask: {46, 110, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.317722299 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 947, index: 27, mask: {28, 92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.321723026 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 978, index: 58, mask: {59, 123, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.321732858 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 935, index: 15, mask: {16, 80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.350857420 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 957, index: 37, mask: {38, 102, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.377741899 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 945, index: 25, mask: {26, 90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n2024-01-28 23:53:21.377747268 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 942, index: 22, mask: {23, 87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.\n[INFO] loading image image.png...\n[INFO] background removal...\n[INFO] recenter...\n{'input': '/src/image_rgba.png', 'prompt': None, 'mesh': None, 'elevation': 0, 'ref_size': 256, 'density_thresh': 1, 'outdir': 'logs', 'save_path': 'image', 'lambda_sd': 0, 'lambda_zero123': 1, 'batch_size': 1, 'iters': 500, 'iters_refine': 50, 'radius': 2, 'fovy': 49.1, 'load': None, 'train_geo': False, 'invert_bg_prob': 0.5, 'gui': False, 'force_cuda_rast': True, 'H': 800, 'W': 800, 'num_pts': 1000, 'sh_degree': 0, 'position_lr_init': 0.001, 'position_lr_final': 2e-05, 'position_lr_delay_mult': 0.02, 'position_lr_max_steps': 500, 'feature_lr': 0.01, 'opacity_lr': 0.05, 'scaling_lr': 0.005, 'rotation_lr': 0.005, 'percent_dense': 0.1, 'density_start_iter': 100, 'density_end_iter': 3000, 'densification_interval': 100, 'opacity_reset_interval': 700, 'densify_grad_threshold': 0.5, 'geom_lr': 0.0001, 'texture_lr': 0.2}\n[INFO] load image 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(Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3483.)\nreturn _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]\nTensor occ torch.Size([128, 128, 128]) torch.float32 cuda:0 ∈ [0.0,\n42.78401565551758] μ = 0.4769812822341919 σ = 1.7373642921447754\n[INFO] mesh cleaning: (54958, 3) --> (25216, 3), (109936, 3) --> (50452, 3)\n[INFO] marching cubes result: torch.Size([25216, 3]) (-0.6863464713096619-0.6637288331985474), torch.Size([50452, 3])\n[INFO] unwrap uv...\n[INFO] save model to logs/image_raw.obj.\n[load_obj] use texture from: logs/image_raw_albedo.png\n[load_obj] load texture: (1024, 1024, 3)\n[Mesh loading] v: torch.Size([25216, 3]), f: torch.Size([50452, 3])\n[Mesh loading] vn: torch.Size([25216, 3]), fn: torch.Size([50452, 3])\n[Mesh loading] vt: torch.Size([29586, 2]), ft: torch.Size([50452, 3])\n[INFO] load image from image_rgba.png...\n[INFO] loading zero123...\nLoading pipeline components...: 0%| | 0/6 [00:00<?, ?it/s]\nLoading pipeline components...: 17%|█▋ | 1/6 [00:00<00:01, 4.60it/s]\nLoading pipeline components...: 33%|███▎ | 2/6 [00:00<00:00, 4.85it/s]\nLoading pipeline components...: 100%|██████████| 6/6 [00:00<00:00, 11.99it/s]\n[INFO] loaded zero123!\n 0%| | 0/50 [00:00<?, ?it/s]\n 2%|▏ | 1/50 [00:00<00:42, 1.15it/s]\n 4%|▍ | 2/50 [00:01<00:33, 1.42it/s]\n 6%|▌ | 3/50 [00:02<00:30, 1.54it/s]\n 8%|▊ | 4/50 [00:02<00:28, 1.61it/s]\n 10%|█ | 5/50 [00:03<00:27, 1.64it/s]\n 12%|█▏ | 6/50 [00:03<00:26, 1.67it/s]\n 14%|█▍ | 7/50 [00:04<00:25, 1.69it/s]\n 16%|█▌ | 8/50 [00:04<00:24, 1.70it/s]\n 18%|█▊ | 9/50 [00:05<00:23, 1.71it/s]\n 20%|██ | 10/50 [00:06<00:23, 1.72it/s]\n 22%|██▏ | 11/50 [00:06<00:22, 1.72it/s]\n 24%|██▍ | 12/50 [00:07<00:22, 1.72it/s]\n 26%|██▌ | 13/50 [00:07<00:21, 1.73it/s]\n 28%|██▊ | 14/50 [00:08<00:20, 1.73it/s]\n 30%|███ | 15/50 [00:08<00:20, 1.73it/s]\n 32%|███▏ | 16/50 [00:09<00:19, 1.73it/s]\n 34%|███▍ | 17/50 [00:10<00:19, 1.73it/s]\n 36%|███▌ | 18/50 [00:10<00:18, 1.73it/s]\n 38%|███▊ | 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41/50 [00:24<00:05, 1.73it/s]\n 84%|████████▍ | 42/50 [00:24<00:04, 1.73it/s]\n 86%|████████▌ | 43/50 [00:25<00:04, 1.73it/s]\n 88%|████████▊ | 44/50 [00:25<00:03, 1.74it/s]\n 90%|█████████ | 45/50 [00:26<00:02, 1.74it/s]\n 92%|█████████▏| 46/50 [00:26<00:02, 1.74it/s]\n 94%|█████████▍| 47/50 [00:27<00:01, 1.74it/s]\n 96%|█████████▌| 48/50 [00:28<00:01, 1.73it/s]\n 98%|█████████▊| 49/50 [00:28<00:00, 1.73it/s]\n100%|██████████| 50/50 [00:29<00:00, 1.73it/s]\n100%|██████████| 50/50 [00:29<00:00, 1.71it/s]\n[INFO] save model to logs/image.obj.\n[load_obj] use texture from: logs/image_albedo.png\n[load_obj] load texture: (1024, 1024, 3)\n[Mesh loading] v: torch.Size([25216, 3]), f: torch.Size([50452, 3])\n[Mesh loading] vn: torch.Size([25216, 3]), fn: torch.Size([50452, 3])\n 0%| | 0/1 [00:00<?, ?it/s]\n 0%| | 0/120 [00:00<?, ?it/s]\u001b[A\n 1%| | 1/120 [00:00<00:14, 8.50it/s]\u001b[A\n 8%|▊ | 9/120 [00:00<00:02, 45.93it/s]\u001b[A\n 14%|█▍ | 17/120 [00:00<00:01, 60.58it/s]\u001b[A\n 22%|██▏ | 26/120 [00:00<00:01, 70.06it/s]\u001b[A\n 30%|███ | 36/120 [00:00<00:01, 79.44it/s]\u001b[A\n 38%|███▊ | 45/120 [00:00<00:00, 81.64it/s]\u001b[A\n 45%|████▌ | 54/120 [00:00<00:00, 82.69it/s]\u001b[A\n 53%|█████▎ | 64/120 [00:00<00:00, 86.06it/s]\u001b[A\n 61%|██████ | 73/120 [00:00<00:00, 85.86it/s]\u001b[A\n 68%|██████▊ | 82/120 [00:01<00:00, 83.71it/s]\u001b[A\n 76%|███████▌ | 91/120 [00:01<00:00, 79.98it/s]\u001b[A\n 83%|████████▎ | 100/120 [00:01<00:00, 77.43it/s]\u001b[A\n 90%|█████████ | 108/120 [00:01<00:00, 75.79it/s]\u001b[A\n 97%|█████████▋| 116/120 [00:01<00:00, 74.46it/s]\u001b[A\n100%|██████████| 120/120 [00:01<00:00, 74.83it/s]\n100%|██████████| 1/1 [00:01<00:00, 1.60s/it]\n100%|██████████| 1/1 [00:01<00:00, 1.60s/it]\nadding: logs/ (stored 0%)\n adding: logs/image_raw.ply(deflated 22%)\n adding: logs/image_raw.obj(deflated 74%)\nadding: logs/image_raw.mtl (deflated 20%)\n adding: logs/image_raw_albedo.png(deflated 4%)\n adding: logs/image.obj(deflated 74%)\nadding: logs/image.mtl (deflated 21%)\n adding: logs/image_albedo.png(deflated 2%)",
"metrics": {
"predict_time": 139.651278,
"total_time": 392.401149
},
"output": [
"https://replicate.delivery/pbxt/mv6NRfG0oJSFFiFbqxaAUzf9QbmO69TfPfJVDzmvCzDb3mEJB/mesh_files.zip",
"https://replicate.delivery/pbxt/KG4jSYO33DKSBhifOCje43dkh579UseorrYTAUnI5jUxbTikA/image_rgba.png",
"https://replicate.delivery/pbxt/05KZ4D0q8E7HFx6q9YoeBTionJkfwt0UjcEJbyuIn5G4tJRSA/image.mp4"
],
"started_at": "2024-01-28T23:53:17.077660Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/5gu33f3bwuzxacptrj6zgyrdpe",
"cancel": "https://api.replicate.com/v1/predictions/5gu33f3bwuzxacptrj6zgyrdpe/cancel"
},
"version": "c0c69c495c56d4266f6c11c9ba3c087c10c544434a69f9a2ae1b9c33abbbebf9"
}Generated in
Performing image-to-3D
Downloading data from 'https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx' to file '/root/.u2net/u2net.onnx'.
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100%|████████████████████████████████████████| 176M/176M [00:00<00:00, 990GB/s]
2024-01-28 23:53:21.212449782 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 920, index: 0, mask: {1, 65, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212461747 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 921, index: 1, mask: {2, 66, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212482949 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 922, index: 2, mask: {3, 67, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212522056 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 923, index: 3, mask: {4, 68, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212556005 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 924, index: 4, mask: {5, 69, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212576306 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 925, index: 5, mask: {6, 70, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212605938 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 926, index: 6, mask: {7, 71, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212639594 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 927, index: 7, mask: {8, 72, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212655298 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 928, index: 8, mask: {9, 73, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212683036 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 929, index: 9, mask: {10, 74, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212701751 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 930, index: 10, mask: {11, 75, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212724424 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 931, index: 11, mask: {12, 76, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212754831 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 932, index: 12, mask: {13, 77, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.212802450 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 933, index: 13, mask: {14, 78, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.217556797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 975, index: 55, mask: {56, 120, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.221736580 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 980, index: 60, mask: {61, 125, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.221726941 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 982, index: 62, mask: {63, 127, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.217770138 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 962, index: 42, mask: {43, 107, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.217771245 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 961, index: 41, mask: {42, 106, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.217771797 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 963, index: 43, mask: {44, 108, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.242053074 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 958, index: 38, mask: {39, 103, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.245739921 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 953, index: 33, mask: {34, 98, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.249760641 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 959, index: 39, mask: {40, 104, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.257739813 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 938, index: 18, mask: {19, 83, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.261831644 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 954, index: 34, mask: {35, 99, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.269759130 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 949, index: 29, mask: {30, 94, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.281776305 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 943, index: 23, mask: {24, 88, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.281837822 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 951, index: 31, mask: {32, 96, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297750499 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 934, index: 14, mask: {15, 79, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297768618 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 936, index: 16, mask: {17, 81, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297786603 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 937, index: 17, mask: {18, 82, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297823090 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 976, index: 56, mask: {57, 121, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297837692 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 977, index: 57, mask: {58, 122, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297854965 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 950, index: 30, mask: {31, 95, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.261762626 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 960, index: 40, mask: {41, 105, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.261732857 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 974, index: 54, mask: {55, 119, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.261768741 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 972, index: 52, mask: {53, 117, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.261801307 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 955, index: 35, mask: {36, 100, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.297808255 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 940, index: 20, mask: {21, 85, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.321776050 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 971, index: 51, mask: {52, 116, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.330952680 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 979, index: 59, mask: {60, 124, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.345769974 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 973, index: 53, mask: {54, 118, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.345791035 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 944, index: 24, mask: {25, 89, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.303714192 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 941, index: 21, mask: {22, 86, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.313724731 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 948, index: 28, mask: {29, 93, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.321748531 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 981, index: 61, mask: {62, 126, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.330938660 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 956, index: 36, mask: {37, 101, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.345738631 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 964, index: 44, mask: {45, 109, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.303694136 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 946, index: 26, mask: {27, 91, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.303725072 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 952, index: 32, mask: {33, 97, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.313733667 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 939, index: 19, mask: {20, 84, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.309724833 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 965, index: 45, mask: {46, 110, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.317722299 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 947, index: 27, mask: {28, 92, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.321723026 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 978, index: 58, mask: {59, 123, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.321732858 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 935, index: 15, mask: {16, 80, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.350857420 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 957, index: 37, mask: {38, 102, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.377741899 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 945, index: 25, mask: {26, 90, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
2024-01-28 23:53:21.377747268 [E:onnxruntime:Default, env.cc:254 ThreadMain] pthread_setaffinity_np failed for thread: 942, index: 22, mask: {23, 87, }, error code: 22 error msg: Invalid argument. Specify the number of threads explicitly so the affinity is not set.
[INFO] loading image image.png...
[INFO] background removal...
[INFO] recenter...
{'input': '/src/image_rgba.png', 'prompt': None, 'mesh': None, 'elevation': 0, 'ref_size': 256, 'density_thresh': 1, 'outdir': 'logs', 'save_path': 'image', 'lambda_sd': 0, 'lambda_zero123': 1, 'batch_size': 1, 'iters': 500, 'iters_refine': 50, 'radius': 2, 'fovy': 49.1, 'load': None, 'train_geo': False, 'invert_bg_prob': 0.5, 'gui': False, 'force_cuda_rast': True, 'H': 800, 'W': 800, 'num_pts': 1000, 'sh_degree': 0, 'position_lr_init': 0.001, 'position_lr_final': 2e-05, 'position_lr_delay_mult': 0.02, 'position_lr_max_steps': 500, 'feature_lr': 0.01, 'opacity_lr': 0.05, 'scaling_lr': 0.005, 'rotation_lr': 0.005, 'percent_dense': 0.1, 'density_start_iter': 100, 'density_end_iter': 3000, 'densification_interval': 100, 'opacity_reset_interval': 700, 'densify_grad_threshold': 0.5, 'geom_lr': 0.0001, 'texture_lr': 0.2}
[INFO] load image from /src/image_rgba.png...
Number of points at initialisation : 1000
[INFO] loading zero123...
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[INFO] loaded zero123!
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[INFO] save model to logs/image_raw.ply.
/root/.pyenv/versions/3.10.13/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3483.)
return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]
Tensor occ torch.Size([128, 128, 128]) torch.float32 cuda:0 ∈ [0.0,
42.78401565551758] μ = 0.4769812822341919 σ = 1.7373642921447754
[INFO] mesh cleaning: (54958, 3) --> (25216, 3), (109936, 3) --> (50452, 3)
[INFO] marching cubes result: torch.Size([25216, 3]) (-0.6863464713096619-0.6637288331985474), torch.Size([50452, 3])
[INFO] unwrap uv...
[INFO] save model to logs/image_raw.obj.
[load_obj] use texture from: logs/image_raw_albedo.png
[load_obj] load texture: (1024, 1024, 3)
[Mesh loading] v: torch.Size([25216, 3]), f: torch.Size([50452, 3])
[Mesh loading] vn: torch.Size([25216, 3]), fn: torch.Size([50452, 3])
[Mesh loading] vt: torch.Size([29586, 2]), ft: torch.Size([50452, 3])
[INFO] load image from image_rgba.png...
[INFO] loading zero123...
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[INFO] loaded zero123!
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[INFO] save model to logs/image.obj.
[load_obj] use texture from: logs/image_albedo.png
[load_obj] load texture: (1024, 1024, 3)
[Mesh loading] v: torch.Size([25216, 3]), f: torch.Size([50452, 3])
[Mesh loading] vn: torch.Size([25216, 3]), fn: torch.Size([50452, 3])
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adding: logs/ (stored 0%)
adding: logs/image_raw.ply(deflated 22%)
adding: logs/image_raw.obj(deflated 74%)
adding: logs/image_raw.mtl (deflated 20%)
adding: logs/image_raw_albedo.png(deflated 4%)
adding: logs/image.obj(deflated 74%)
adding: logs/image.mtl (deflated 21%)
adding: logs/image_albedo.png(deflated 2%)This output was created using a different version of the model, mareksagan/dreamgaussian:c0c69c49.
Examples
Run time and cost
This model runs on Nvidia A100 (80GB) GPU hardware. We don't yet have enough runs of this model to provide performance information.