taichi_3d_gaussian_splatting
taichi_3d_gaussian_splatting copied to clipboard
wanmeihuali
Revert main due to Issue-151, main is reported to be buggy, need to be fixed.
See https://github.com/wanmeihuali/taichi_3d_gaussian_splatting/issues/151
Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787
![github-actions[bot] avatar](https://avatars.githubusercontent.com/in/15368?v=4 "Published by a pub.dev verified publisher"){kind=small}
Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787
Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787
Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787
Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787
Training job main-backup-8c4377b-231025-180757-stump completed.
Model url: s3://taichi-3d-gaussian-splatting-log/stump/main-backup-8c4377b-231025-180757-stump/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/stump/main-backup-8c4377b-231025-180757-stump/output/output.tar.gz
Training job main-backup-8c4377b-231025-180757-stump final metrics:
Latest Metrics
| train:iteration | train:l1loss | train:loss | train:num_valid_points | train:psnr | train:ssim | train:ssimloss | val:loss | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|
| 30000.0 | 0.025597745552659035 | 0.05397782102227211 | 420490.0 | 28.75018882751465 | 0.8325018882751465 | 0.16749811172485352 | 0.08538329601287842 | 25.29595184326172 | 0.7231685519218445 |
Max Metrics
| train:5kpsnr | train:5kssim | train:7kpsnr | train:7kssim | train:psnr | train:ssim | val:5kpsnr | val:5kssim | val:7kpsnr | val:7kssim | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 23.00249481201172 | 0.5833531618118286 | 26.34014892578125 | 0.6835675239562988 | 28.75018882751465 | 0.8325018882751465 | 23.69083023071289 | 0.6132415533065796 | 24.234760284423828 | 0.6519967913627625 | 25.29595184326172 | 0.7231685519218445 |
Training job main-backup-8c4377b-231025-180805-tat-truck-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/main-backup-8c4377b-231025-180805-tat-truck-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/main-backup-8c4377b-231025-180805-tat-truck-baseline/output/output.tar.gz
Training job main-backup-8c4377b-231025-180805-tat-truck-baseline final metrics:
Latest Metrics
| train:iteration | train:l1loss | train:loss | train:num_valid_points | train:psnr | train:ssim | train:ssimloss | val:loss | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|
| 30000.0 | 0.027981584891676903 | 0.0447632372379303 | 479960.0 | 25.963247299194336 | 0.8881101608276367 | 0.11188983917236328 | 0.054274316877126694 | 25.06778335571289 | 0.8641229271888733 |
Max Metrics
| train:5kpsnr | train:5kssim | train:7kpsnr | train:7kssim | train:psnr | train:ssim | val:5kpsnr | val:5kssim | val:7kpsnr | val:7kssim | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 20.45648956298828 | 0.7760704755783081 | 26.511194229125977 | 0.8780505061149597 | 25.963247299194336 | 0.8881101608276367 | 23.210102081298828 | 0.8145042657852173 | 23.79913902282715 | 0.8374910354614258 | 25.06778335571289 | 0.8641229271888733 |
Training job main-backup-8c4377b-231025-180830-bicycle completed.
Model url: s3://taichi-3d-gaussian-splatting-log/bicycle/main-backup-8c4377b-231025-180830-bicycle/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/bicycle/main-backup-8c4377b-231025-180830-bicycle/output/output.tar.gz
Training job main-backup-8c4377b-231025-180830-bicycle final metrics:
Latest Metrics
| train:iteration | train:l1loss | train:loss | train:num_valid_points | train:psnr | train:ssim | train:ssimloss | val:loss | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|
| 30000.0 | 0.046106982976198196 | 0.09485353529453278 | 594369.0 | 22.38416290283203 | 0.7101602554321289 | 0.2898397445678711 | 0.0914720818400383 | 24.46256446838379 | 0.7122796773910522 |
Max Metrics
| train:5kpsnr | train:5kssim | train:7kpsnr | train:7kssim | train:psnr | train:ssim | val:5kpsnr | val:5kssim | val:7kpsnr | val:7kssim | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 18.37517738342285 | 0.607547402381897 | 21.774311065673828 | 0.5843327045440674 | 22.38416290283203 | 0.7101602554321289 | 22.4510555267334 | 0.5746819376945496 | 23.22313117980957 | 0.6223793029785156 | 24.46256446838379 | 0.7122796773910522 |
Training job main-backup-8c4377b-231025-180755-tat-train-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/main-backup-8c4377b-231025-180755-tat-train-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/main-backup-8c4377b-231025-180755-tat-train-baseline/output/output.tar.gz
Training job main-backup-8c4377b-231025-180755-tat-train-baseline final metrics:
Latest Metrics
| train:iteration | train:l1loss | train:loss | train:num_valid_points | train:psnr | train:ssim | train:ssimloss | val:loss | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|
| 30000.0 | 0.04494612291455269 | 0.05978633463382721 | 725426.0 | 24.28053092956543 | 0.8808528184890747 | 0.11914718151092529 | 0.10024861246347427 | 20.970958709716797 | 0.8000807166099548 |
Max Metrics
| train:5kpsnr | train:5kssim | train:7kpsnr | train:7kssim | train:psnr | train:ssim | val:5kpsnr | val:5kssim | val:7kpsnr | val:7kssim | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 16.982261657714844 | 0.7414426803588867 | 22.108158111572266 | 0.7882177829742432 | 24.28053092956543 | 0.8808528184890747 | 19.208932876586914 | 0.7333459258079529 | 19.741897583007812 | 0.7601731419563293 | 20.970958709716797 | 0.8000807166099548 |
Training job main-backup-8c4377b-231025-180837-garden completed.
Model url: s3://taichi-3d-gaussian-splatting-log/garden/main-backup-8c4377b-231025-180837-garden/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/garden/main-backup-8c4377b-231025-180837-garden/output/output.tar.gz
Training job main-backup-8c4377b-231025-180837-garden final metrics:
Latest Metrics
| train:iteration | train:l1loss | train:loss | train:num_valid_points | train:psnr | train:ssim | train:ssimloss | val:loss | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|
| 30000.0 | 0.024172671139240265 | 0.04834812134504318 | 512431.0 | 28.663331985473633 | 0.8549500703811646 | 0.14504992961883545 | 0.0685294046998024 | 26.08850860595703 | 0.7925968170166016 |
Max Metrics
| train:5kpsnr | train:5kssim | train:7kpsnr | train:7kssim | train:psnr | train:ssim | val:5kpsnr | val:5kssim | val:7kpsnr | val:7kssim | val:psnr | val:ssim |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 26.05938148498535 | 0.7589041590690613 | 25.472145080566406 | 0.723265528678894 | 28.663331985473633 | 0.8549500703811646 | 24.430517196655273 | 0.7098124623298645 | 24.98680305480957 | 0.73891282081604 | 26.08850860595703 | 0.7925968170166016 |
Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e
Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e
Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e
Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e
Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e