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

Simple training 1 #108

Closed wanmeihuali closed 1 year ago

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 0dc6164068f843fd084b5d0a9c9cf9938cb679ec

github-actions[bot] commented 1 year ago

Training job simple-training-1-0dc6164-230718-052329-tat-train-baseline created

github-actions[bot] commented 1 year ago

Running experiment on sagemaker with git sha 0dc6164068f843fd084b5d0a9c9cf9938cb679ec

github-actions[bot] commented 1 year ago

Training job simple-training-1-0dc6164-230718-052343-tat-truck-baseline created

github-actions[bot] commented 1 year ago

Training job simple-training-1-0dc6164-230718-052343-tat-truck-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simple-training-1-0dc6164-230718-052343-tat-truck-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/simple-training-1-0dc6164-230718-052343-tat-truck-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simple-training-1-0dc6164-230718-052343-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 0.02348477393388748 0.039950210601091385 412571.0 27.11547088623047 0.8941880464553833 0.1058119535446167 0.054622117429971695 25.07582664489746 0.8628551363945007

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
22.212806701660156 0.7989837527275085 24.996578216552734 0.8748558759689331 27.11547088623047 0.8941880464553833 22.90631103515625 0.810728132724762 23.56450843811035 0.8327775597572327 25.07582664489746 0.8628551363945007
github-actions[bot] commented 1 year ago

Training job simple-training-1-0dc6164-230718-052329-tat-train-baseline completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simple-training-1-0dc6164-230718-052329-tat-train-baseline/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/simple-training-1-0dc6164-230718-052329-tat-train-baseline/output/output.tar.gz

github-actions[bot] commented 1 year ago

Training job simple-training-1-0dc6164-230718-052329-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 0.04009993374347687 0.05928915739059448 579899.0 24.776227951049805 0.8639539480209351 0.13604605197906494 0.10162090510129929 20.77529525756836 0.7935217022895813

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
19.938121795654297 0.8455621004104614 20.939035415649414 0.7683699131011963 24.776227951049805 0.8639539480209351 19.07387351989746 0.7270516157150269 19.45676612854004 0.7474868893623352 20.77529525756836 0.7935217022895813