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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

Update GaussianPointCloudRasterisation.py #138

Open wanmeihuali opened 9 months ago

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha abade44b38e4ef4c10fb6d285361883a0ab3a2aa

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-abade44-231006-013531-tat-truck-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha abade44b38e4ef4c10fb6d285361883a0ab3a2aa

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-abade44-231006-013536-tat-train-baseline created

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-abade44-231006-013531-tat-truck-baseline failed

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-abade44-231006-013531-tat-truck-baseline final metrics:

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-abade44-231006-013536-tat-train-baseline failed

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-abade44-231006-013536-tat-train-baseline final metrics:

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 0d7f6ade74f2939fd038b61d8df88a5d9ec1313d

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-015927-tat-truck-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 0d7f6ade74f2939fd038b61d8df88a5d9ec1313d

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-015938-tat-train-baseline created

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-015927-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/try-fix-issue-119-0d7f6ad-231006-015927-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/try-fix-issue-119-0d7f6ad-231006-015927-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-015927-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 0.03292548283934593 0.04958568513393402 430745.0 25.12005043029785 0.8837735056877136 0.11622649431228638 0.05541626363992691 24.963706970214844 0.8615809679031372

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
25.134044647216797 0.849827766418457 26.504138946533203 0.884242057800293 25.12005043029785 0.8837735056877136 22.94873046875 0.8138042092323303 23.809785842895508 0.8374851942062378 24.963706970214844 0.8615809679031372
github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-015938-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/try-fix-issue-119-0d7f6ad-231006-015938-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/try-fix-issue-119-0d7f6ad-231006-015938-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-015938-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 0.051067885011434555 0.08428485691547394 667821.0 22.194351196289062 0.7828472852706909 0.21715271472930908 0.10209756344556808 20.728853225708008 0.7964945435523987

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
24.817462921142578 0.8843912482261658 20.918474197387695 0.7867631316184998 22.194351196289062 0.7828472852706909 19.315332412719727 0.7346585392951965 19.659563064575195 0.7554510235786438 20.728853225708008 0.7964945435523987
github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 0d7f6ade74f2939fd038b61d8df88a5d9ec1313d

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-061945-tat-truck-baseline created

github-actions[bot] commented 9 months ago

Running experiment on sagemaker with git sha 0d7f6ade74f2939fd038b61d8df88a5d9ec1313d

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-061951-tat-train-baseline created

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-061945-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/try-fix-issue-119-0d7f6ad-231006-061945-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/try-fix-issue-119-0d7f6ad-231006-061945-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-061945-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 0.024580158293247223 0.038210682570934296 445572.0 27.715744018554688 0.9072672128677368 0.09273278713226318 0.05459093675017357 25.08611488342285 0.8640619516372681

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
23.20195960998535 0.7947952747344971 22.602962493896484 0.8155256509780884 27.715744018554688 0.9072672128677368 23.091636657714844 0.8140920400619507 23.799470901489258 0.8360071182250977 25.08611488342285 0.8640619516372681
github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-061951-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/try-fix-issue-119-0d7f6ad-231006-061951-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/try-fix-issue-119-0d7f6ad-231006-061951-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 9 months ago

Training job try-fix-issue-119-0d7f6ad-231006-061951-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 0.028244102373719215 0.04449447989463806 664292.0 27.252613067626953 0.890504002571106 0.10949599742889404 0.10049181431531906 20.874269485473633 0.7971681952476501

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
23.754226684570312 0.8912331461906433 20.85503387451172 0.7771143913269043 27.252613067626953 0.890504002571106 19.259458541870117 0.733829140663147 19.758085250854492 0.7563790678977966 20.874269485473633 0.7971681952476501