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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

try support more dataset #91

Closed wanmeihuali closed 1 year ago

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-040547-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-040547-tat-truck-baseline failed

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-040547-tat-truck-baseline final metrics:

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041616-stump created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041624-tat-train-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041635-bicycle created

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041624-tat-train-baseline failed

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041624-tat-train-baseline final metrics:

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-044625-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041616-stump completed.

Model url: s3://taichi-3d-gaussian-splatting-log/stump/more-dataset-1f54acf-230711-041616-stump/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/stump/more-dataset-1f54acf-230711-041616-stump/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041616-stump 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 0.027787791565060616 0.0623626746237278 420490.0 27.237049102783203 0.7993378043174744 0.20066219568252563 0.08412429690361023 25.451631546020508 0.7271268963813782

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
18.15997314453125 0.5295262336730957 27.25041389465332 0.7592901587486267 27.237049102783203 0.7993378043174744 23.737600326538086 0.6123355031013489 24.138916015625 0.6444481611251831 25.451631546020508 0.7271268963813782
github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-044625-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/more-dataset-1f54acf-230711-044625-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/more-dataset-1f54acf-230711-044625-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-044625-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 0.03491676598787308 0.05881296843290329 461601.0 23.809328079223633 0.8456022143363953 0.15439778566360474 0.05340833216905594 25.127460479736328 0.8657363057136536

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
21.456432342529297 0.7930525541305542 26.37507438659668 0.8753818273544312 23.809328079223633 0.8456022143363953 23.075576782226562 0.8141209483146667 23.762359619140625 0.835700511932373 25.127460479736328 0.8657363057136536
github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-072411-bicycle created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-072721-garden created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 1f54acfdb2c102babaf5a02a7274d0d570723969

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-075336-tat-train-baseline created

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041635-bicycle completed.

Model url: s3://taichi-3d-gaussian-splatting-log/bicycle/more-dataset-1f54acf-230711-041635-bicycle/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/bicycle/more-dataset-1f54acf-230711-041635-bicycle/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-041635-bicycle 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 0.03945382684469223 0.08396971225738525 604471.0 23.76835823059082 0.737966775894165 0.26203322410583496 0.0882653072476387 24.700326919555664 0.7248945236206055

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
20.83837127685547 0.5998978018760681 20.755268096923828 0.6360181570053101 23.76835823059082 0.737966775894165 22.429662704467773 0.5611650943756104 23.142850875854492 0.6120628714561462 24.700326919555664 0.7248945236206055
github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-072721-garden completed.

Model url: s3://taichi-3d-gaussian-splatting-log/garden/more-dataset-1f54acf-230711-072721-garden/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/garden/more-dataset-1f54acf-230711-072721-garden/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-072721-garden 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 0.027004975825548172 0.05178043246269226 501071.0 28.089818954467773 0.8491177558898926 0.15088224411010742 0.0673377513885498 26.222692489624023 0.7966557741165161

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
26.28343391418457 0.7363021373748779 24.129241943359375 0.7019535899162292 28.089818954467773 0.8491177558898926 24.543977737426758 0.703976035118103 24.98521614074707 0.7368084192276001 26.222692489624023 0.7966557741165161
github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-075336-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/more-dataset-1f54acf-230711-075336-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/more-dataset-1f54acf-230711-075336-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-075336-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 0.04188009724020958 0.078120157122612 698439.0 24.407466888427734 0.7769196033477783 0.22308039665222168 0.10469110310077667 20.54627227783203 0.7821441888809204

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
20.342683792114258 0.7077047228813171 21.4547061920166 0.7634080648422241 24.407466888427734 0.7769196033477783 19.2048397064209 0.731087327003479 19.640857696533203 0.7507151961326599 20.54627227783203 0.7821441888809204
github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-072411-bicycle completed.

Model url: s3://taichi-3d-gaussian-splatting-log/bicycle/more-dataset-1f54acf-230711-072411-bicycle/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/bicycle/more-dataset-1f54acf-230711-072411-bicycle/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job more-dataset-1f54acf-230711-072411-bicycle 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 0.0398767851293087 0.07942412793636322 615663.0 22.819459915161133 0.7623865008354187 0.2376134991645813 0.0878329798579216 24.729286193847656 0.7265217304229736

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
18.061609268188477 0.5704716444015503 26.149065017700195 0.6937019228935242 22.819459915161133 0.7623865008354187 22.65231704711914 0.5782272219657898 23.310815811157227 0.6218276619911194 24.729286193847656 0.7265217304229736