Early stop densify

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Running experiment on sagemaker with git sha 0aa3a57544d0b778bc5b8f9e54076ac63d33308c

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Training job early-stop-densify-0aa3a57-230630-045147-tat-truck created

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Training job early-stop-densify-0aa3a57-230630-045147-tat-truck failed

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Training job early-stop-densify-0aa3a57-230630-045147-tat-truck final metrics:

Latest Metrics

train:l1loss	train:psnr	val:ssim	train:ssimloss	train:loss	val:loss	val:psnr	train:ssim	train:iteration	train:num_valid_points
0.031741030514240265	26.052459716796875	0.7806608080863953	0.13946133852005005	0.05328509211540222	0.08852419257164001	21.18521499633789	0.8656810522079468	14090.0	381645.0

Max Metrics

train:7kssim	val:7kssim	train:ssim	train:psnr	val:ssim	val:7kpsnr	val:psnr	train:5kpsnr	train:5kssim	val:5kssim	train:7kpsnr	val:5kpsnr
0.8220456838607788	0.8068971633911133	0.8656810522079468	26.052459716796875	0.7806608080863953	23.105602264404297	21.18521499633789	25.119274139404297	0.8206572532653809	0.7815780639648438	24.374780654907227	22.364553451538086

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Running experiment on sagemaker with git sha 486e6b03a0105a1d77a2c1343a6231195cceb487

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Training job early-stop-densify-486e6b0-230630-083634-tat-truck created

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Training job early-stop-densify-486e6b0-230630-083634-tat-truck completed.

Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck/early-stop-densify-486e6b0-230630-083634-tat-truck/output/model.tar.gz,

tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck/early-stop-densify-486e6b0-230630-083634-tat-truck/output/output.tar.gz

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Training job early-stop-densify-486e6b0-230630-083634-tat-truck final metrics:

Latest Metrics

train:iteration	train:loss	train:ssim	val:psnr	train:num_valid_points	train:psnr	train:ssimloss	train:l1loss	val:ssim	val:loss
30000.0	0.05724506080150604	0.8421522974967957	24.408723831176758	382209.0	23.577354431152344	0.15784770250320435	0.03209439665079117	0.8391581177711487	0.06064377352595329

Max Metrics

val:5kssim	val:7kpsnr	train:ssim	train:7kpsnr	val:psnr	train:psnr	train:5kssim	val:7kssim	val:5kpsnr	val:ssim	train:5kpsnr	train:7kssim
0.7826451659202576	23.129154205322266	0.8421522974967957	21.89447593688965	24.408723831176758	23.577354431152344	0.7911344766616821	0.8061489462852478	22.41071891784668	0.8391581177711487	22.866168975830078	0.7808791995048523