Try add depth cov loss to alpha #143

wanmeihuali · 2023-10-10T04:29:03Z

No description provided.

The previous version of pose estimation crashes, find the correct version in 1e82652. use the correct version to replace the version in experiment dir.

Update GaussianPointTrainer.py

github-actions · 2023-10-10T04:37:48Z

Running experiment on sagemaker with git sha 066021a

github-actions · 2023-10-10T04:37:50Z

Training job depth-cov-alpha-066021a-231010-043747-tat-truck-baseline created

github-actions · 2023-10-10T04:38:34Z

Running experiment on sagemaker with git sha 066021a

github-actions · 2023-10-10T04:38:36Z

Training job depth-cov-alpha-066021a-231010-043832-tat-train-baseline created

github-actions · 2023-10-10T05:57:10Z

Training job depth-cov-alpha-066021a-231010-043747-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-066021a-231010-043747-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-066021a-231010-043747-tat-truck-baseline/output/output.tar.gz

github-actions · 2023-10-10T05:57:12Z

Training job depth-cov-alpha-066021a-231010-043747-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	0.16899815201759338	0.22982710599899292	1460290.0	13.249738693237305	0.5268570780754089	0.47314292192459106	0.2583858370780945	12.574592590332031	0.4547976851463318

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
13.387032508850098	0.4607965350151062	12.851665496826172	0.501745879650116	13.249738693237305	0.5268570780754089	13.144658088684082	0.461590051651001	13.1847562789917	0.4601612985134125	12.574592590332031	0.4547976851463318

github-actions · 2023-10-10T06:17:12Z

Training job depth-cov-alpha-066021a-231010-043832-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-066021a-231010-043832-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-066021a-231010-043832-tat-train-baseline/output/output.tar.gz

github-actions · 2023-10-10T06:17:14Z

Training job depth-cov-alpha-066021a-231010-043832-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	0.22788961231708527	0.28201058506965637	1926860.0	10.292320251464844	0.5015056133270264	0.49849438667297363	0.2991228401660919	11.33243179321289	0.40195339918136597

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
11.000405311584473	0.40921854972839355	13.565939903259277	0.49352020025253296	10.292320251464844	0.5015056133270264	12.242801666259766	0.4126058518886566	12.171857833862305	0.4141305387020111	11.33243179321289	0.40195339918136597

github-actions · 2023-10-10T07:07:08Z

Running experiment on sagemaker with git sha ef2a620

github-actions · 2023-10-10T07:07:10Z

Training job depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline created

github-actions · 2023-10-10T07:08:02Z

Running experiment on sagemaker with git sha ef2a620

github-actions · 2023-10-10T07:08:04Z

Training job depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline created

github-actions · 2023-10-10T08:40:57Z

Training job depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline/output/output.tar.gz

github-actions · 2023-10-10T08:40:58Z

Training job depth-cov-alpha-ef2a620-231010-070706-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	0.18834741413593292	0.2695528268814087	523669.0	12.855175971984863	0.40562543272972107	0.5943745374679565	0.2713155746459961	11.975367546081543	0.4527238607406616

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
11.305298805236816	0.40053802728652954	11.623887062072754	0.4389086961746216	12.855175971984863	0.40562543272972107	12.24751091003418	0.4557172656059265	11.689866065979004	0.4469371736049652	11.975367546081543	0.4527238607406616

github-actions · 2023-10-10T09:04:03Z

Training job depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline/output/output.tar.gz

github-actions · 2023-10-10T09:04:05Z

Training job depth-cov-alpha-ef2a620-231010-070800-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	0.18673770129680634	0.23802334070205688	754624.0	12.492565155029297	0.5568341016769409	0.4431658983230591	0.3074747920036316	10.969109535217285	0.39942070841789246

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
10.823578834533691	0.3788817822933197	10.171375274658203	0.42297717928886414	12.492565155029297	0.5568341016769409	11.443517684936523	0.41093453764915466	11.217612266540527	0.4085210859775543	10.969109535217285	0.39942070841789246

wanmeihuali added 11 commits September 21, 2023 14:35

Adjustable tile size (#127)

030e5ab

Enable Pose Optimization (#136)

018c1e8

fix pose optimization (#139)

9c2a7d5

The previous version of pose estimation crashes, find the correct version in 1e82652. use the correct version to replace the version in experiment dir.

try add depth cov loss

35cd4ba

Update requirements.txt

aeee2d2

Update requirements.txt

01705e5

Update Dockerfile.aws

e3fe6bb

adjustable depth cov loss factor

3104375

Update GaussianPointTrainer.py

6d0074f

Merge pull request #7 from yanzhoupan/depth-cov-factor-4

8762463

Update GaussianPointTrainer.py

try add depth cov loss to alpha

4fcf621

wanmeihuali added need_experiment_tat_truck_baseline need_experiment_tat_train_baseline labels Oct 10, 2023

inverse grad

3805aaf

wanmeihuali added need_experiment_tat_truck_baseline need_experiment_tat_train_baseline and removed need_experiment_tat_truck_baseline need_experiment_tat_train_baseline labels Oct 10, 2023

add factor to the grad to alpha

c79e2f3

wanmeihuali added need_experiment_tat_truck_baseline need_experiment_tat_train_baseline and removed need_experiment_tat_truck_baseline need_experiment_tat_train_baseline labels Oct 12, 2023

wanmeihuali force-pushed the main branch from 2cea5de to f7631e3 Compare October 24, 2023 18:48

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Try add depth cov loss to alpha #143

Try add depth cov loss to alpha #143

wanmeihuali commented Oct 10, 2023

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Try add depth cov loss to alpha #143

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Try add depth cov loss to alpha #143

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wanmeihuali commented Oct 10, 2023

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Training job depth-cov-alpha-066021a-231010-043747-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-066021a-231010-043747-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-066021a-231010-043747-tat-truck-baseline/output/output.tar.gz

github-actions bot commented Oct 10, 2023

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github-actions bot commented Oct 10, 2023

Training job depth-cov-alpha-066021a-231010-043832-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-066021a-231010-043832-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-066021a-231010-043832-tat-train-baseline/output/output.tar.gz

github-actions bot commented Oct 10, 2023

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Training job depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/depth-cov-alpha-ef2a620-231010-070706-tat-truck-baseline/output/output.tar.gz

github-actions bot commented Oct 10, 2023

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github-actions bot commented Oct 10, 2023

Training job depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/depth-cov-alpha-ef2a620-231010-070800-tat-train-baseline/output/output.tar.gz

github-actions bot commented Oct 10, 2023

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