taichi_3d_gaussian_splatting
taichi_3d_gaussian_splatting copied to clipboard
wanmeihuali
simply training.
Running experiment on sagemaker with git sha f04b654f53d4c745c551378ef63f9387d4cc450f
![github-actions[bot] avatar](https://avatars.githubusercontent.com/in/15368?v=4 "Published by a pub.dev verified publisher"){kind=small}
Running experiment on sagemaker with git sha f04b654f53d4c745c551378ef63f9387d4cc450f
Training job simply-training-f04b654-230718-043850-tat-truck-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-f04b654-230718-043850-tat-truck-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-f04b654-230718-043850-tat-truck-baseline/output/output.tar.gz
Training job simply-training-f04b654-230718-043850-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 | 0.028956977650523186 | 0.04622581973671913 | 444375.0 | 25.474605560302734 | 0.8846988081932068 | 0.11530119180679321 | 0.053880371153354645 | 25.10836410522461 | 0.8653971552848816 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 23.243330001831055 | 0.8142839670181274 | 21.062618255615234 | 0.7771506309509277 | 25.474605560302734 | 0.8846988081932068 | 23.05181884765625 | 0.814266562461853 | 23.846092224121094 | 0.8364157676696777 | 25.10836410522461 | 0.8653971552848816 |
Training job simply-training-f04b654-230718-043923-tat-train-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-f04b654-230718-043923-tat-train-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-f04b654-230718-043923-tat-train-baseline/output/output.tar.gz
Training job simply-training-f04b654-230718-043923-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 | 0.08288664370775223 | 0.09841392934322357 | 683425.0 | 19.623332977294922 | 0.8394769430160522 | 0.16052305698394775 | 0.10019773989915848 | 20.969337463378906 | 0.8002135157585144 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 19.14899253845215 | 0.7741636037826538 | 25.080434799194336 | 0.8653423190116882 | 19.623332977294922 | 0.8394769430160522 | 19.25176429748535 | 0.7332616448402405 | 19.71943473815918 | 0.7566004395484924 | 20.969337463378906 | 0.8002135157585144 |
Running experiment on sagemaker with git sha a633fd0cc7c43c816c797b0efded50882c54ec88
Running experiment on sagemaker with git sha a633fd0cc7c43c816c797b0efded50882c54ec88
Training job simply-training-a633fd0-230722-055120-tat-truck-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-a633fd0-230722-055120-tat-truck-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-a633fd0-230722-055120-tat-truck-baseline/output/output.tar.gz
Training job simply-training-a633fd0-230722-055120-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 | 0.0208926759660244 | 0.03449017554521561 | 414320.0 | 28.847068786621094 | 0.911119818687439 | 0.08888018131256104 | 0.054775454103946686 | 25.089981079101562 | 0.8630410432815552 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 26.386207580566406 | 0.8498096466064453 | 24.89132308959961 | 0.8556129932403564 | 28.847068786621094 | 0.911119818687439 | 22.868694305419922 | 0.8102399110794067 | 23.647232055664062 | 0.8328766822814941 | 25.089981079101562 | 0.8630410432815552 |
Training job simply-training-a633fd0-230722-055107-tat-train-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-a633fd0-230722-055107-tat-train-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-a633fd0-230722-055107-tat-train-baseline/output/output.tar.gz
Training job simply-training-a633fd0-230722-055107-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 | 0.025047602131962776 | 0.03310290724039078 | 597024.0 | 27.37301254272461 | 0.9346758723258972 | 0.06532412767410278 | 0.10280584543943405 | 20.76373291015625 | 0.7945254445075989 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 18.503183364868164 | 0.7195457816123962 | 17.751707077026367 | 0.7414242625236511 | 27.37301254272461 | 0.9346758723258972 | 18.891366958618164 | 0.7221351265907288 | 19.595020294189453 | 0.7487980127334595 | 20.76373291015625 | 0.7945254445075989 |
Running experiment on sagemaker with git sha 23fe9b336091c9ffcf6b6b6a6dc1ed8d57bc6268
Running experiment on sagemaker with git sha 23fe9b336091c9ffcf6b6b6a6dc1ed8d57bc6268
Training job simply-training-23fe9b3-230724-000920-tat-truck-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-23fe9b3-230724-000920-tat-truck-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-23fe9b3-230724-000920-tat-truck-baseline/output/output.tar.gz
Training job simply-training-23fe9b3-230724-000920-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 | 0.029648663476109505 | 0.04576341062784195 | 417692.0 | 25.4104061126709 | 0.8897776007652283 | 0.11022239923477173 | 0.05528710409998894 | 24.979280471801758 | 0.8626237511634827 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 23.619789123535156 | 0.8396286368370056 | 23.979019165039062 | 0.8352839350700378 | 25.4104061126709 | 0.8897776007652283 | 22.741104125976562 | 0.8070207834243774 | 23.610950469970703 | 0.8318089246749878 | 24.979280471801758 | 0.8626237511634827 |
Training job simply-training-23fe9b3-230724-000356-tat-train-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-23fe9b3-230724-000356-tat-train-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-23fe9b3-230724-000356-tat-train-baseline/output/output.tar.gz
Training job simply-training-23fe9b3-230724-000356-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 | 0.05538154020905495 | 0.07154188305139542 | 574991.0 | 22.665626525878906 | 0.8638167381286621 | 0.1361832618713379 | 0.10090694576501846 | 20.898847579956055 | 0.7949830889701843 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 20.670528411865234 | 0.8068315386772156 | 26.491544723510742 | 0.8631231188774109 | 22.665626525878906 | 0.8638167381286621 | 18.84932518005371 | 0.7261801958084106 | 19.536155700683594 | 0.7512586116790771 | 20.898847579956055 | 0.7949830889701843 |
Running experiment on sagemaker with git sha c4cc3b2047dc8b283fda0cb6c87231269e6eab30
Running experiment on sagemaker with git sha c4cc3b2047dc8b283fda0cb6c87231269e6eab30
Training job simply-training-c4cc3b2-230724-025036-tat-truck-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-c4cc3b2-230724-025036-tat-truck-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-c4cc3b2-230724-025036-tat-truck-baseline/output/output.tar.gz
Training job simply-training-c4cc3b2-230724-025036-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 | 0.02144423872232437 | 0.03658958151936531 | 1460290.0 | 27.23850440979004 | 0.9028290510177612 | 0.09717094898223877 | 0.05515655502676964 | 24.790616989135742 | 0.8570854067802429 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 23.319660186767578 | 0.8400396108627319 | 24.69989776611328 | 0.8395837545394897 | 27.23850440979004 | 0.9028290510177612 | 22.88056182861328 | 0.8170686364173889 | 23.6401424407959 | 0.8368867635726929 | 24.790616989135742 | 0.8570854067802429 |