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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
670 stars 62 forks source link

DO NOT MERGE: Running experiment for PR-153 #154

Closed wanmeihuali closed 1 year ago

wanmeihuali commented 1 year ago

As github do not allow PR from another repo to access credential

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 3f9d7b64662eba69e174d50727676698cb512a69

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192652-garden created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 3f9d7b64662eba69e174d50727676698cb512a69

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192718-bicycle created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 3f9d7b64662eba69e174d50727676698cb512a69

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192720-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 3f9d7b64662eba69e174d50727676698cb512a69

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192724-tat-train-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 3f9d7b64662eba69e174d50727676698cb512a69

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192814-tat-truck created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 3f9d7b64662eba69e174d50727676698cb512a69

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192910-stump created

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192910-stump completed.

Model url: s3://taichi-3d-gaussian-splatting-log/stump/eames-3f9d7b6-231024-192910-stump/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/stump/eames-3f9d7b6-231024-192910-stump/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192910-stump final metrics:

Latest Metrics

train:iteration train:l1loss train:loss train:psnr train:ssim train:ssimloss val:loss val:psnr val:ssim
30000.0 0.025973385199904442 0.05694577097892761 28.45159149169922 0.8191646933555603 0.1808353066444397 0.08392150700092316 25.472970962524414 0.7276599407196045

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
21.58466148376465 0.5428127646446228 27.387666702270508 0.7537729144096375 28.45159149169922 0.8191646933555603 23.849620819091797 0.6219972372055054 24.246835708618164 0.6538430452346802 25.472970962524414 0.7276599407196045
github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192724-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/eames-3f9d7b6-231024-192724-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/eames-3f9d7b6-231024-192724-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192724-tat-train-baseline final metrics:

Latest Metrics

train:iteration train:l1loss train:loss train:psnr train:ssim train:ssimloss val:loss val:psnr val:ssim
30000.0 0.036700036376714706 0.05513408035039902 25.089275360107422 0.8711297512054443 0.12887024879455566 0.09859532862901688 20.981233596801758 0.8029562830924988

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
25.7515811920166 0.9082896113395691 23.676692962646484 0.7920026183128357 25.089275360107422 0.8711297512054443 19.202381134033203 0.7334191203117371 19.852245330810547 0.7612011432647705 20.981233596801758 0.8029562830924988
github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192652-garden completed.

Model url: s3://taichi-3d-gaussian-splatting-log/garden/eames-3f9d7b6-231024-192652-garden/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/garden/eames-3f9d7b6-231024-192652-garden/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192652-garden final metrics:

Latest Metrics

train:iteration train:l1loss train:loss train:psnr train:ssim train:ssimloss val:loss val:psnr val:ssim
30000.0 0.031207667663693428 0.06283076852560043 26.63733673095703 0.8106768131256104 0.18932318687438965 0.06835386157035828 26.174362182617188 0.7925434112548828

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
24.00539207458496 0.65027916431427 27.2478084564209 0.7633471488952637 26.63733673095703 0.8106768131256104 24.331811904907227 0.7064827680587769 24.96723747253418 0.737957775592804 26.174362182617188 0.7925434112548828
github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192814-tat-truck completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck/eames-3f9d7b6-231024-192814-tat-truck/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck/eames-3f9d7b6-231024-192814-tat-truck/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192814-tat-truck final metrics:

Latest Metrics

train:iteration train:l1loss train:loss train:psnr train:ssim train:ssimloss val:loss val:psnr val:ssim
30000.0 0.027755212038755417 0.048308633267879486 27.405717849731445 0.8694776892662048 0.13052231073379517 0.06172330677509308 24.407304763793945 0.838995099067688

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
21.12999153137207 0.7433778643608093 21.89835548400879 0.7681899070739746 27.405717849731445 0.8694776892662048 22.612749099731445 0.7869253158569336 23.4173526763916 0.8107906579971313 24.407304763793945 0.838995099067688
github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192720-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/eames-3f9d7b6-231024-192720-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/eames-3f9d7b6-231024-192720-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192720-tat-truck-baseline final metrics:

Latest Metrics

train:iteration train:l1loss train:loss train:psnr train:ssim train:ssimloss val:loss val:psnr val:ssim
30000.0 0.028492428362369537 0.047112949192523956 25.393863677978516 0.878404974937439 0.12159502506256104 0.05392666906118393 25.128582000732422 0.8637707233428955

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
25.21282196044922 0.8476314544677734 24.303207397460938 0.8512646555900574 25.393863677978516 0.878404974937439 23.220325469970703 0.8166990876197815 23.91393280029297 0.8391759991645813 25.128582000732422 0.8637707233428955
github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192718-bicycle completed.

Model url: s3://taichi-3d-gaussian-splatting-log/bicycle/eames-3f9d7b6-231024-192718-bicycle/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/bicycle/eames-3f9d7b6-231024-192718-bicycle/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job eames-3f9d7b6-231024-192718-bicycle final metrics:

Latest Metrics

train:iteration train:l1loss train:loss train:psnr train:ssim train:ssimloss val:loss val:psnr val:ssim
30000.0 0.05140933021903038 0.09932830184698105 22.194204330444336 0.7089958190917969 0.2910041809082031 0.09111849963665009 24.43584442138672 0.7157107591629028

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
21.062707901000977 0.5756927728652954 18.573200225830078 0.5401503443717957 22.194204330444336 0.7089958190917969 22.585567474365234 0.5875217914581299 23.334014892578125 0.6341448426246643 24.43584442138672 0.7157107591629028