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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
648 stars 61 forks source link

move normalization outside, and use precompute activation #81

Closed wanmeihuali closed 1 year ago

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1d947c60a8d192ee9c7380424686490c1719c998

github-actions[bot] commented 1 year ago

Training job structure-optimize-1d947c6-230704-063932-tat-truck created

github-actions[bot] commented 1 year ago

Training job structure-optimize-1d947c6-230704-063932-tat-truck completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck/structure-optimize-1d947c6-230704-063932-tat-truck/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck/structure-optimize-1d947c6-230704-063932-tat-truck/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job structure-optimize-1d947c6-230704-063932-tat-truck final metrics:

Latest Metrics

val:loss train:iteration train:ssimloss train:loss train:l1loss val:ssim train:psnr val:psnr train:ssim train:num_valid_points
0.06082765758037567 30000.0 0.1565699577331543 0.05688360333442688 0.03196201100945473 0.8396838307380676 25.123859405517578 24.443248748779297 0.8434300422668457 437644.0

Max Metrics

train:7kssim train:5kssim val:5kssim train:5kpsnr val:ssim val:7kpsnr train:7kpsnr train:psnr val:psnr val:7kssim train:ssim val:5kpsnr
0.8096609115600586 0.7574321031570435 0.773847758769989 21.407840728759766 0.8396838307380676 23.038259506225586 23.335533142089844 25.123859405517578 24.443248748779297 0.8018231987953186 0.8434300422668457 22.191720962524414