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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

Use Adam instead of AdamW, as we don't really need weight decay here. #98

Closed wanmeihuali closed 1 year ago

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 753cfb2e5dbb81b39b85725e46f245d05c08f746

github-actions[bot] commented 1 year ago

Training job adam-753cfb2-230713-175431-tat-train-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 753cfb2e5dbb81b39b85725e46f245d05c08f746

github-actions[bot] commented 1 year ago

Training job adam-753cfb2-230713-175516-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Training job adam-753cfb2-230713-175516-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/adam-753cfb2-230713-175516-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/adam-753cfb2-230713-175516-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job adam-753cfb2-230713-175516-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 0.02784738875925541 0.04742341861128807 428687.0 25.662137985229492 0.8742724657058716 0.12572753429412842 0.05369199812412262 25.21463966369629 0.8645088076591492

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
23.528881072998047 0.8341993093490601 25.262563705444336 0.8566510081291199 25.662137985229492 0.8742724657058716 23.006792068481445 0.8120771646499634 23.74270248413086 0.8340920805931091 25.21463966369629 0.8645088076591492
github-actions[bot] commented 1 year ago

Training job adam-753cfb2-230713-175431-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/adam-753cfb2-230713-175431-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/adam-753cfb2-230713-175431-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job adam-753cfb2-230713-175431-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 0.02258770726621151 0.028390616178512573 672407.0 29.344024658203125 0.9483977556228638 0.05160224437713623 0.09910222887992859 20.915233612060547 0.8021687865257263

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
18.99100685119629 0.6046180129051208 20.481412887573242 0.7304767966270447 29.344024658203125 0.9483977556228638 19.085350036621094 0.7313458323478699 19.7844295501709 0.7578710317611694 20.915233612060547 0.8021687865257263