taichi_3d_gaussian_splatting
taichi_3d_gaussian_splatting copied to clipboard
Backward formula
Running experiment on sagemaker with git sha 12362802f4f90f1b5e8899a65a0388f2b8755e2c
Training job backward-formula-1236280-230710-082042-tat-truck created
Training job backward-formula-1236280-230710-082042-tat-truck completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck/backward-formula-1236280-230710-082042-tat-truck/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck/backward-formula-1236280-230710-082042-tat-truck/output/output.tar.gz
Training job backward-formula-1236280-230710-082042-tat-truck final metrics:
Latest Metrics
val:loss | train:ssimloss | train:num_valid_points | val:psnr | train:iteration | train:ssim | train:loss | train:l1loss | train:psnr | val:ssim |
---|---|---|---|---|---|---|---|---|---|
0.060406848788261414 | 0.14444714784622192 | 432782.0 | 24.491334915161133 | 30000.0 | 0.8555528521537781 | 0.05315975472331047 | 0.030337903648614883 | 25.80133819580078 | 0.8402186036109924 |
Max Metrics
val:5kpsnr | val:7kpsnr | val:psnr | val:ssim | train:ssim | train:7kpsnr | train:5kpsnr | val:5kssim | train:5kssim | train:psnr | train:7kssim | val:7kssim |
---|---|---|---|---|---|---|---|---|---|---|---|
22.438127517700195 | 23.08782196044922 | 24.491334915161133 | 0.8402186036109924 | 0.8555528521537781 | 25.7239933013916 | 23.490097045898438 | 0.780360221862793 | 0.7940565943717957 | 25.80133819580078 | 0.8378960490226746 | 0.8028812408447266 |
Running experiment on sagemaker with git sha 88da747c674391b180424092a28e990352bdb165
Training job backward-formula-88da747-230712-033341-tat-truck-baseline created
Running experiment on sagemaker with git sha 88da747c674391b180424092a28e990352bdb165
Running experiment on sagemaker with git sha 88da747c674391b180424092a28e990352bdb165
Training job backward-formula-88da747-230712-033427-stump created
Training job backward-formula-88da747-230712-033429-tat-train-baseline created
Running experiment on sagemaker with git sha 88da747c674391b180424092a28e990352bdb165
Training job backward-formula-88da747-230712-034213-bicycle created
Training job backward-formula-88da747-230712-033427-stump completed.
Model url: s3://taichi-3d-gaussian-splatting-log/stump/backward-formula-88da747-230712-033427-stump/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/stump/backward-formula-88da747-230712-033427-stump/output/output.tar.gz
Training job backward-formula-88da747-230712-033427-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 | 0.02205265685915947 | 0.046825431287288666 | 420490.0 | 30.080543518066406 | 0.8540834784507751 | 0.14591652154922485 | 0.08314770460128784 | 25.551284790039062 | 0.7309532761573792 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|
25.814929962158203 | 0.6433213949203491 | 18.704259872436523 | 0.5691277384757996 | 30.080543518066406 | 0.8540834784507751 | 23.71395492553711 | 0.613716185092926 | 24.206401824951172 | 0.6512601375579834 | 25.551284790039062 | 0.7309532761573792 |
Training job backward-formula-88da747-230712-033341-tat-truck-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/backward-formula-88da747-230712-033341-tat-truck-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-truck-baseline/backward-formula-88da747-230712-033341-tat-truck-baseline/output/output.tar.gz
Training job backward-formula-88da747-230712-033341-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 | 0.03276287019252777 | 0.054251909255981445 | 462186.0 | 24.921741485595703 | 0.8597919344902039 | 0.14020806550979614 | 0.053635016083717346 | 25.108041763305664 | 0.8649178743362427 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|
23.197551727294922 | 0.8108317255973816 | 24.970890045166016 | 0.8554181456565857 | 24.921741485595703 | 0.8597919344902039 | 23.022335052490234 | 0.8153651356697083 | 23.773136138916016 | 0.8345668911933899 | 25.108041763305664 | 0.8649178743362427 |
Training job backward-formula-88da747-230712-034213-bicycle completed.
Model url: s3://taichi-3d-gaussian-splatting-log/bicycle/backward-formula-88da747-230712-034213-bicycle/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/bicycle/backward-formula-88da747-230712-034213-bicycle/output/output.tar.gz
Training job backward-formula-88da747-230712-034213-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 | 0.049789585173130035 | 0.10326465219259262 | 597084.0 | 19.983814239501953 | 0.6828351020812988 | 0.31716489791870117 | 0.08860167115926743 | 24.64862060546875 | 0.7237744927406311 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|
14.369088172912598 | 0.5607634782791138 | 23.881305694580078 | 0.6051310300827026 | 19.983814239501953 | 0.6828351020812988 | 22.625579833984375 | 0.5718045830726624 | 23.113313674926758 | 0.6138212084770203 | 24.64862060546875 | 0.7237744927406311 |
Training job backward-formula-88da747-230712-033429-tat-train-baseline completed.
Model url: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/backward-formula-88da747-230712-033429-tat-train-baseline/output/model.tar.gz,
tensorboard output path: s3://taichi-3d-gaussian-splatting-log/tat-train-baseline/backward-formula-88da747-230712-033429-tat-train-baseline/output/output.tar.gz
Training job backward-formula-88da747-230712-033429-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 | 0.03160819038748741 | 0.05087752267718315 | 690155.0 | 25.805309295654297 | 0.8720451593399048 | 0.12795484066009521 | 0.10523243248462677 | 20.447111129760742 | 0.7820889353752136 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|
23.588279724121094 | 0.8426668047904968 | 22.427139282226562 | 0.7562798261642456 | 25.805309295654297 | 0.8720451593399048 | 19.09138298034668 | 0.7266534566879272 | 19.642362594604492 | 0.7492522597312927 | 20.447111129760742 | 0.7820889353752136 |