search

wanmeihuali / taichi_3d_gaussian_splatting

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.
Apache License 2.0
637 stars 58 forks source link

Revert main due to Issue-151, main is reported to be buggy, need to be fixed. #152

Open wanmeihuali opened 9 months ago

wanmeihuali commented 9 months ago

See https://github.com/wanmeihuali/taichi_3d_gaussian_splatting/issues/151

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787

github-actions[bot] commented 9 months ago

Training job main-backup-8c4377b-231025-180755-tat-train-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787

github-actions[bot] commented 9 months ago

Training job main-backup-8c4377b-231025-180757-stump created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787

github-actions[bot] commented 9 months ago

Training job main-backup-8c4377b-231025-180805-tat-truck-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787

github-actions[bot] commented 9 months ago

Training job main-backup-8c4377b-231025-180830-bicycle created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 8c4377b94c67b336d765e3bbf4d8bc6b9ad53787

github-actions[bot] commented 9 months ago

Training job main-backup-8c4377b-231025-180837-garden created

github-actions[bot] commented 9 months ago

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

github-actions[bot] commented 9 months ago

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
github-actions[bot] commented 9 months ago

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

github-actions[bot] commented 9 months ago

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
github-actions[bot] commented 9 months ago

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

github-actions[bot] commented 9 months ago

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
github-actions[bot] commented 9 months ago

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

github-actions[bot] commented 9 months ago

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
github-actions[bot] commented 9 months ago

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

github-actions[bot] commented 9 months ago

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
github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072826-tat-truck-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072847-tat-train-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072953-stump created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072957-garden created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 53baabfbbb94fdd65e036169940034f7dba89d1e

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-073004-bicycle created

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072953-stump completed.

Model url: s3://taichi-3d-gaussian-splatting-log/stump/main-backup-53baabf-231026-072953-stump/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/stump/main-backup-53baabf-231026-072953-stump/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072953-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 0.032938938587903976 0.07367676496505737 420490.0 25.097618103027344 0.7633719444274902 0.23662805557250977 0.08446314185857773 25.4156494140625 0.7253072261810303

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
19.10781478881836 0.5994831919670105 17.509611129760742 0.5462585687637329 25.097618103027344 0.7633719444274902 23.639041900634766 0.6120127439498901 24.182287216186523 0.6502344012260437 25.4156494140625 0.7253072261810303
github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072826-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/main-backup-53baabf-231026-072826-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/main-backup-53baabf-231026-072826-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072826-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 0.02399287559092045 0.040774233639240265 483455.0 26.739599227905273 0.8921003341674805 0.10789966583251953 0.05443387106060982 25.070785522460938 0.8638872504234314

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
22.244583129882812 0.7916557192802429 25.099933624267578 0.8515645861625671 26.739599227905273 0.8921003341674805 23.073352813720703 0.8145865797996521 23.86876678466797 0.837430477142334 25.070785522460938 0.8638872504234314
github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-073004-bicycle completed.

Model url: s3://taichi-3d-gaussian-splatting-log/bicycle/main-backup-53baabf-231026-073004-bicycle/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/bicycle/main-backup-53baabf-231026-073004-bicycle/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-073004-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 0.05437092483043671 0.11048278212547302 592251.0 19.043943405151367 0.6650698184967041 0.3349301815032959 0.09072164446115494 24.509775161743164 0.7157496809959412

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
23.742084503173828 0.6225188970565796 17.530200958251953 0.5768848657608032 19.043943405151367 0.6650698184967041 22.153194427490234 0.5635014176368713 23.152196884155273 0.6190823912620544 24.509775161743164 0.7157496809959412
github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072847-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/main-backup-53baabf-231026-072847-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/main-backup-53baabf-231026-072847-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072847-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 0.03084385395050049 0.052931416779756546 719205.0 26.773529052734375 0.8587183356285095 0.14128166437149048 0.09983851760625839 20.88913917541504 0.7995631694793701

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
19.78074836730957 0.6186875104904175 19.806577682495117 0.7993912696838379 26.773529052734375 0.8587183356285095 19.227096557617188 0.7339518070220947 19.68817710876465 0.7588903307914734 20.88913917541504 0.7995631694793701
github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072957-garden completed.

Model url: s3://taichi-3d-gaussian-splatting-log/garden/main-backup-53baabf-231026-072957-garden/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/garden/main-backup-53baabf-231026-072957-garden/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job main-backup-53baabf-231026-072957-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 0.040540724992752075 0.08665783703327179 503685.0 23.79258918762207 0.7288737297058105 0.27112627029418945 0.06857490539550781 26.05785369873047 0.7927006483078003

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
25.455657958984375 0.7257070541381836 26.67892074584961 0.781999945640564 23.79258918762207 0.7288737297058105 24.33657455444336 0.7076260447502136 25.031002044677734 0.7395359873771667 26.05785369873047 0.7927006483078003