| { |
| "notes": [ |
| "$ /usr/bin/python3 -m pip install --no-cache-dir -q huggingface_hub safetensors torchvision tqdm -> rc 0", |
| "$ git clone -q https://github.com/VAST-AI-Research/TripoSplat.git /kaggle/working/TripoSplat -> rc 0", |
| "$ git -C /kaggle/working/TripoSplat checkout -q d8db9e0 -> rc 0", |
| "ckpts 4.461275425 GB", |
| "model.safetensors 209.33 MB", |
| "dequantised 204 int4 weights + 355 fp16 tensors = 370.5 M params", |
| "ckpt parts: {'main': 'triposplat_fp16.safetensors', 'dino': 'dino_v3_vit_h.safetensors', 'flux': 'flux2-vae.safetensors', 'decoder': 'triposplat_vae_decoder_fp16.safetensors', 'rmbg': 'birefnet.safetensors'}", |
| "load_state_dict missing 0 unexpected 0", |
| "images ['https://datasets-server.huggingface.co/cached-assets/DownFlow/fuliji/--/6f7f7855634f78f64ec4fa51ba84dd528c740216/--/default/train/0/image/image.jpg?Expires=1793150610&Signature=mXWxinokvATupDO06H-9IbZLG~JQoOG5IlEj0bKBTuAuE09g0EwSybPUhUrb4eaRLWuP5k2twgJnsZ~0Z2Joar7Syr-3UZFyN7D~T4Tl82Kj5VuaneXqT4DbRXIQJtVuPeZtKJLH5-HWdG9WBWbG8phjsfCOVORKxQwvKd9KMtCkLE5fYRKuDteXgBwCwlbiyFaf~tllOti2KEYloHLNwXum6lOXt6AtgJaq9VdpFxBIkNtVfg3pYUSNi-7UDk~DVQtukpBL7hqZ0MwL3gBpQ-LCbvg9BSj2I6q~wbjrg39hogN7kFzTrcD~f0HvRW4rhq3Z1dCguMtSpiHxDjaoDA__&Key-Pair-Id=K3C0L9WB6U5DUC', 'https://datasets-server.huggingface.co/cached-assets/DownFlow/fuliji/--/6f7f7855634f78f64ec4fa51ba84dd528c740216/--/default/train/1/image/image.jpg?Expires=1793150611&Signature=KCSeu0fvTNQrX2tux2uLJ6rl6GWUSxFLF8yzPPioROt6qtW~O0Ci2FFY8CeC~me-NQeOQnFdBCv0W3d2IPLdRHXIsJB3X1biqtvk1vNIUESy9K0XvfVuZuhRVu89vGJpuMrnPktxPcexW1jqfkp4kLWjn3diOV~9Yap8oqXciIdTK4oRrs7LF2X9VgueLrrbSTuWrzUF~MEEDxjSkQZNlh92BdBZlgO0JBoVZEfV6QAp6i5SP~NI7FDECbABrTRMSwea1FRb4bo915Tlfcl8ZgOpoYLoTTPeoR0aikOcXuCM94dGELitFsxQrPAePlYukh8zy01~8igKh13XLgRSJQ__&Key-Pair-Id=K3C0L9WB6U5DUC', 'https://datasets-server.huggingface.co/cached-assets/DownFlow/fuliji/--/6f7f7855634f78f64ec4fa51ba84dd528c740216/--/default/train/2/image/image.jpg?Expires=1793150612&Signature=q4NNd2xB2KtWdyrkU93g6jFUBRMPEtbGeEQJ2FbPBDHQU7Izopzb1PllSxFa0yj0HjcG9B085RPYKW74gKTTRK2dIw1eIBVhxRawUor8AggJ~3p5oOotZ5G3VGZqsNfkrzTk3fEgW4ekYYxQNql78ZGPZIo-0S4QRGYi9w0zozPjesZHYKSynF~zH3QJzsnt1HnrOwn-shUe7k7KyCrnn23NCRWIEQWgW5gC30q7uJJ-kKwFt4nEjv21mSkL~v8j6FWJzjQVCn4lTJ3kpz-7mhlg3BagOndH-2QPowQF7Z4bQ6gW6duTDkg9-XAQnc-UKyRYz8TUC8ARMU7xPp6Jfw__&Key-Pair-Id=K3C0L9WB6U5DUC']", |
| " hf_0000.jpg (853, 1280)", |
| " hf_0001.jpg (853, 1280)", |
| " hf_0002.jpg (519, 409)", |
| "------------------------------------------------------------", |
| "hf_0000.jpg", |
| " captured initial noise (1, 8192, 16)", |
| " captured initial noise (1, 8192, 16)", |
| " captured initial noise (1, 8192, 16)", |
| " int4 2-step: sample 4.03s decode 0.88s opacity 0.4228 scale 0.00641", |
| " latent vs t20: cos 0.6843113957424125 rel_l2 0.746503795884487", |
| "------------------------------------------------------------", |
| "hf_0001.jpg", |
| " captured initial noise (1, 8192, 16)", |
| " captured initial noise (1, 8192, 16)", |
| " captured initial noise (1, 8192, 16)", |
| " int4 2-step: sample 4.03s decode 0.46s opacity 0.4687 scale 0.00506", |
| " latent vs t20: cos 0.6605275894860584 rel_l2 0.7676950237454742", |
| "------------------------------------------------------------", |
| "hf_0002.jpg", |
| " captured initial noise (1, 8192, 16)", |
| " captured initial noise (1, 8192, 16)", |
| " captured initial noise (1, 8192, 16)", |
| " int4 2-step: sample 4.01s decode 0.46s opacity 0.3371 scale 0.00649", |
| " latent vs t20: cos 0.4955636664316501 rel_l2 0.9132866334680064", |
| "uploaded hf_0000.jpg 0.09 MB", |
| "uploaded hf_0000_feature1.npy 21.0 MB", |
| "uploaded hf_0000_feature2.npy 2.1 MB", |
| "uploaded hf_0000_i01_camera.npy 0.0 MB", |
| "uploaded hf_0000_i01_latent.npy 0.52 MB", |
| "uploaded hf_0000_i01_noise.npy 0.52 MB", |
| "uploaded hf_0000_i02.ply 4.46 MB", |
| "uploaded hf_0000_i02_camera.npy 0.0 MB", |
| "uploaded hf_0000_i02_latent.npy 0.52 MB", |
| "uploaded hf_0000_i02_noise.npy 0.52 MB", |
| "uploaded hf_0000_t20_camera.npy 0.0 MB", |
| "uploaded hf_0000_t20_latent.npy 0.52 MB", |
| "uploaded hf_0000_t20_noise.npy 0.52 MB", |
| "uploaded hf_0001.jpg 0.08 MB", |
| "uploaded hf_0001_feature1.npy 21.0 MB", |
| "uploaded hf_0001_feature2.npy 2.1 MB", |
| "uploaded hf_0001_i01_camera.npy 0.0 MB", |
| "uploaded hf_0001_i01_latent.npy 0.52 MB", |
| "uploaded hf_0001_i01_noise.npy 0.52 MB", |
| "uploaded hf_0001_i02.ply 4.46 MB", |
| "uploaded hf_0001_i02_camera.npy 0.0 MB", |
| "uploaded hf_0001_i02_latent.npy 0.52 MB", |
| "uploaded hf_0001_i02_noise.npy 0.52 MB", |
| "uploaded hf_0001_t20_camera.npy 0.0 MB", |
| "uploaded hf_0001_t20_latent.npy 0.52 MB", |
| "uploaded hf_0001_t20_noise.npy 0.52 MB", |
| "uploaded hf_0002.jpg 0.02 MB", |
| "uploaded hf_0002_feature1.npy 21.0 MB", |
| "uploaded hf_0002_feature2.npy 2.1 MB", |
| "uploaded hf_0002_i01_camera.npy 0.0 MB", |
| "uploaded hf_0002_i01_latent.npy 0.52 MB", |
| "uploaded hf_0002_i01_noise.npy 0.52 MB", |
| "uploaded hf_0002_i02.ply 4.46 MB", |
| "uploaded hf_0002_i02_camera.npy 0.0 MB", |
| "uploaded hf_0002_i02_latent.npy 0.52 MB", |
| "uploaded hf_0002_i02_noise.npy 0.52 MB", |
| "uploaded hf_0002_t20_camera.npy 0.0 MB", |
| "uploaded hf_0002_t20_latent.npy 0.52 MB", |
| "uploaded hf_0002_t20_noise.npy 0.52 MB", |
| "uploaded prepared_hf_0000.png 0.45 MB", |
| "uploaded prepared_hf_0001.png 0.28 MB", |
| "uploaded prepared_hf_0002.png 0.38 MB" |
| ], |
| "images": [ |
| { |
| "image": "hf_0000.jpg", |
| "encode_s": 7.11, |
| "cond_keys": [ |
| "feature1", |
| "feature2" |
| ], |
| "cond_shapes": { |
| "feature1": [ |
| 1, |
| 4101, |
| 1280 |
| ], |
| "feature2": [ |
| 1, |
| 4101, |
| 128 |
| ] |
| }, |
| "runs": { |
| "t20": { |
| "sample_s": 76.14, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| }, |
| "i01": { |
| "sample_s": 2.01, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| }, |
| "i02": { |
| "sample_s": 4.03, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| } |
| }, |
| "latent": { |
| "i01": { |
| "n": 131072, |
| "mean": 0.0505263498783215, |
| "std": 0.7767661075407771, |
| "cos": 0.6783716769621494, |
| "rel_l2": 0.7383868363961527 |
| }, |
| "i02": { |
| "n": 131072, |
| "mean": 0.05180729646477644, |
| "std": 0.8724032044967313, |
| "cos": 0.6843113957424125, |
| "rel_l2": 0.746503795884487 |
| }, |
| "i01_vs_i02": { |
| "n": 131072, |
| "mean": 0.0505263498783215, |
| "std": 0.7767661075407771, |
| "cos": 0.9505594992800042, |
| "rel_l2": 0.31626140788697676 |
| } |
| }, |
| "decode_s": 0.88, |
| "n_gaussians": 65536, |
| "opacity_mean": 0.4228, |
| "scale_mean": 0.00641, |
| "ply": "hf_0000_i02.ply", |
| "ply_mb": 4.46 |
| }, |
| { |
| "image": "hf_0001.jpg", |
| "encode_s": 2.13, |
| "cond_keys": [ |
| "feature1", |
| "feature2" |
| ], |
| "cond_shapes": { |
| "feature1": [ |
| 1, |
| 4101, |
| 1280 |
| ], |
| "feature2": [ |
| 1, |
| 4101, |
| 128 |
| ] |
| }, |
| "runs": { |
| "t20": { |
| "sample_s": 79.79, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| }, |
| "i01": { |
| "sample_s": 2.0, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| }, |
| "i02": { |
| "sample_s": 4.03, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| } |
| }, |
| "latent": { |
| "i01": { |
| "n": 131072, |
| "mean": 0.04488432699798395, |
| "std": 0.7509480489413876, |
| "cos": 0.6695273612660281, |
| "rel_l2": 0.7452937108996273 |
| }, |
| "i02": { |
| "n": 131072, |
| "mean": 0.0457351031184281, |
| "std": 0.8438176966687934, |
| "cos": 0.6605275894860584, |
| "rel_l2": 0.7676950237454742 |
| }, |
| "i01_vs_i02": { |
| "n": 131072, |
| "mean": 0.04488432699798395, |
| "std": 0.7509480489413876, |
| "cos": 0.9438339836404723, |
| "rel_l2": 0.3347410654009287 |
| } |
| }, |
| "decode_s": 0.46, |
| "n_gaussians": 65536, |
| "opacity_mean": 0.4687, |
| "scale_mean": 0.00506, |
| "ply": "hf_0001_i02.ply", |
| "ply_mb": 4.46 |
| }, |
| { |
| "image": "hf_0002.jpg", |
| "encode_s": 2.13, |
| "cond_keys": [ |
| "feature1", |
| "feature2" |
| ], |
| "cond_shapes": { |
| "feature1": [ |
| 1, |
| 4101, |
| 1280 |
| ], |
| "feature2": [ |
| 1, |
| 4101, |
| 128 |
| ] |
| }, |
| "runs": { |
| "t20": { |
| "sample_s": 79.76, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| }, |
| "i01": { |
| "sample_s": 2.0, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| }, |
| "i02": { |
| "sample_s": 4.01, |
| "latent_shapes": { |
| "latent": [ |
| 1, |
| 8192, |
| 16 |
| ], |
| "camera": [ |
| 1, |
| 1, |
| 5 |
| ] |
| } |
| } |
| }, |
| "latent": { |
| "i01": { |
| "n": 131072, |
| "mean": 0.08820080588443435, |
| "std": 0.7130690546315626, |
| "cos": 0.49191200521890865, |
| "rel_l2": 0.8926177090524836 |
| }, |
| "i02": { |
| "n": 131072, |
| "mean": 0.08802460038560866, |
| "std": 0.8066498263304474, |
| "cos": 0.4955636664316501, |
| "rel_l2": 0.9132866334680064 |
| }, |
| "i01_vs_i02": { |
| "n": 131072, |
| "mean": 0.08820080588443435, |
| "std": 0.7130690546315626, |
| "cos": 0.9383341927677059, |
| "rel_l2": 0.34974807426970267 |
| } |
| }, |
| "decode_s": 0.46, |
| "n_gaussians": 65536, |
| "opacity_mean": 0.3371, |
| "scale_mean": 0.00649, |
| "ply": "hf_0002_i02.ply", |
| "ply_mb": 4.46 |
| } |
| ], |
| "model": { |
| "params_M": 370.5, |
| "tensors": 559, |
| "missing": [], |
| "unexpected": [] |
| } |
| } |
