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
662 stars 62 forks source link

simply training. #107

Open wanmeihuali opened 1 year ago

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha f04b654f53d4c745c551378ef63f9387d4cc450f

github-actions[bot] commented 1 year ago

Training job simply-training-f04b654-230718-043850-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha f04b654f53d4c745c551378ef63f9387d4cc450f

github-actions[bot] commented 1 year ago

Training job simply-training-f04b654-230718-043923-tat-train-baseline created

github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha a633fd0cc7c43c816c797b0efded50882c54ec88

github-actions[bot] commented 1 year ago

Training job simply-training-a633fd0-230722-055107-tat-train-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha a633fd0cc7c43c816c797b0efded50882c54ec88

github-actions[bot] commented 1 year ago

Training job simply-training-a633fd0-230722-055120-tat-truck-baseline created

github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 23fe9b336091c9ffcf6b6b6a6dc1ed8d57bc6268

github-actions[bot] commented 1 year ago

Training job simply-training-23fe9b3-230724-000356-tat-train-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 23fe9b336091c9ffcf6b6b6a6dc1ed8d57bc6268

github-actions[bot] commented 1 year ago

Training job simply-training-23fe9b3-230724-000920-tat-truck-baseline created

github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha c4cc3b2047dc8b283fda0cb6c87231269e6eab30

github-actions[bot] commented 1 year ago

Training job simply-training-c4cc3b2-230724-025036-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha c4cc3b2047dc8b283fda0cb6c87231269e6eab30

github-actions[bot] commented 1 year ago

Training job simply-training-c4cc3b2-230724-025047-tat-train-baseline created

github-actions[bot] commented 1 year ago

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

github-actions[bot] commented 1 year ago

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
github-actions[bot] commented 1 year ago

Training job simply-training-c4cc3b2-230724-025047-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-c4cc3b2-230724-025047-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-c4cc3b2-230724-025047-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simply-training-c4cc3b2-230724-025047-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 0.024811744689941406 0.04071161895990372 1926860.0 27.784387588500977 0.8956888914108276 0.10431110858917236 0.10030314326286316 20.879913330078125 0.7977167367935181

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
22.265361785888672 0.7964210510253906 26.27322006225586 0.8785070776939392 27.784387588500977 0.8956888914108276 19.047239303588867 0.7450986504554749 19.723337173461914 0.766244649887085 20.879913330078125 0.7977167367935181
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha a55f6629d3d916e088c4be9b9e4e5e831c228d80

github-actions[bot] commented 1 year ago

Training job simply-training-a55f662-230726-023249-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha a55f6629d3d916e088c4be9b9e4e5e831c228d80

github-actions[bot] commented 1 year ago

Training job simply-training-a55f662-230726-023340-tat-train-baseline created

github-actions[bot] commented 1 year ago

Training job simply-training-a55f662-230726-023249-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-a55f662-230726-023249-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-a55f662-230726-023249-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simply-training-a55f662-230726-023249-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 0.03269093111157417 0.04845727980136871 822263.0 23.91727066040039 0.8884773254394531 0.11152267456054688 0.05508740246295929 24.731914520263672 0.8629984259605408

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
23.3856201171875 0.8133875131607056 22.405588150024414 0.8076694011688232 23.91727066040039 0.8884773254394531 22.827152252197266 0.8182756900787354 23.458158493041992 0.837598979473114 24.731914520263672 0.8629984259605408
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 4a27a859a0cee8a8fa324d753fbf536c94d44fdb

github-actions[bot] commented 1 year ago

Training job simply-training-4a27a85-230726-043730-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 4a27a859a0cee8a8fa324d753fbf536c94d44fdb

github-actions[bot] commented 1 year ago

Training job simply-training-4a27a85-230726-043807-tat-train-baseline created

github-actions[bot] commented 1 year ago

Training job simply-training-a55f662-230726-023340-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-a55f662-230726-023340-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-a55f662-230726-023340-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simply-training-a55f662-230726-023340-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 0.0546519011259079 0.07169228047132492 1340669.0 22.469446182250977 0.8601462244987488 0.13985377550125122 0.10421401262283325 20.43934440612793 0.7935585379600525

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
24.025861740112305 0.9031084775924683 27.751060485839844 0.8957054018974304 22.469446182250977 0.8601462244987488 18.692058563232422 0.7286263108253479 19.177772521972656 0.7508372068405151 20.43934440612793 0.7935585379600525
github-actions[bot] commented 1 year ago

Training job simply-training-4a27a85-230726-043730-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-4a27a85-230726-043730-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simply-training-4a27a85-230726-043730-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simply-training-4a27a85-230726-043730-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 0.03147507831454277 0.04959528148174286 551840.0 25.212432861328125 0.8779239058494568 0.12207609415054321 0.05416406691074371 25.037534713745117 0.8648844957351685

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
23.73857879638672 0.8474305868148804 21.24346923828125 0.8086680173873901 25.212432861328125 0.8779239058494568 23.002567291259766 0.8181024789810181 23.73830795288086 0.8382517099380493 25.037534713745117 0.8648844957351685
github-actions[bot] commented 1 year ago

Training job simply-training-4a27a85-230726-043807-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-4a27a85-230726-043807-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simply-training-4a27a85-230726-043807-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simply-training-4a27a85-230726-043807-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 0.03484839200973511 0.05654876306653023 855432.0 24.618310928344727 0.8566497564315796 0.1433502435684204 0.10118818283081055 20.716190338134766 0.7999453544616699

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
15.843889236450195 0.5588917136192322 26.156749725341797 0.8863715529441833 24.618310928344727 0.8566497564315796 18.70894432067871 0.7292282581329346 19.60196876525879 0.7608312368392944 20.716190338134766 0.7999453544616699
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 23d98888f004d97a1ecccbf7f3163b343a3c2391

github-actions[bot] commented 1 year ago

Training job simply-training-23d9888-230726-065008-tat-train-baseline created