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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

Structure optimize 1 #82

Closed wanmeihuali closed 1 year ago

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha d3d60f19f017081e926f9c38ad3d19ee1baf0587

github-actions[bot] commented 1 year ago

Training job structure-optimize-1-d3d60f1-230704-073414-tat-truck created

github-actions[bot] commented 1 year ago

Training job structure-optimize-1-d3d60f1-230704-073414-tat-truck completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck/structure-optimize-1-d3d60f1-230704-073414-tat-truck/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck/structure-optimize-1-d3d60f1-230704-073414-tat-truck/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job structure-optimize-1-d3d60f1-230704-073414-tat-truck final metrics:

Latest Metrics

val:ssim train:ssimloss train:loss val:psnr train:l1loss val:loss train:num_valid_points train:psnr train:iteration train:ssim
0.8394910097122192 0.13980638980865479 0.05200207233428955 24.474838256835938 0.030050991103053093 0.06071228161454201 438325.0 24.88722801208496 30000.0 0.8601936101913452

Max Metrics

train:7kpsnr val:ssim train:5kssim train:5kpsnr val:psnr val:7kpsnr train:ssim val:5kssim train:psnr train:7kssim val:5kpsnr val:7kssim
22.95691680908203 0.8394910097122192 0.7629558444023132 21.97575569152832 24.474838256835938 23.06361198425293 0.8601936101913452 0.775706946849823 24.88722801208496 0.7970931529998779 22.26263427734375 0.8017506003379822