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Run Dossier

Training run for SD 2.1. Mari

115 metrics · 92,103 train · 1,003 val

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external assumed crashed Jul 28, 14:01 Started 34d 0h ago Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_d7f75b23-b228-443d-a937-90f69b6f16ea/joint_vkitti.yaml
lr 4e-5batch 16epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 8854659
mari/runs/2026-07-28_14-01-17_ec1c
Metrics 115/115
camera.train 1
camera_valid_fraction
depth.train 79
diag 65
depth_abs_rel
depth_delta1
depth_edge_smoothness
depth_hf_energy
depth_mae
depth_road_hsmooth
depth_tv
vae_decode_hf_energy
valset_muses_absrel
valset_muses_benchmark_all_absrel
valset_muses_benchmark_all_delta1
valset_muses_benchmark_all_delta2
valset_muses_benchmark_all_delta3
valset_muses_benchmark_all_mae
valset_muses_benchmark_all_num_samples
valset_muses_benchmark_all_rmse
valset_muses_benchmark_all_rmse_log
valset_muses_benchmark_all_silog
valset_muses_benchmark_all_sqrel
valset_muses_benchmark_all_valid_pixels
valset_muses_benchmark_far_absrel
valset_muses_benchmark_far_delta1
valset_muses_benchmark_far_delta2
valset_muses_benchmark_far_delta3
valset_muses_benchmark_far_mae
valset_muses_benchmark_far_num_samples
valset_muses_benchmark_far_num_skipped
valset_muses_benchmark_far_rmse
valset_muses_benchmark_far_rmse_log
valset_muses_benchmark_far_silog
valset_muses_benchmark_far_sqrel
valset_muses_benchmark_far_valid_pixels
valset_muses_benchmark_mid_absrel
valset_muses_benchmark_mid_delta1
valset_muses_benchmark_mid_delta2
valset_muses_benchmark_mid_delta3
valset_muses_benchmark_mid_mae
valset_muses_benchmark_mid_num_samples
valset_muses_benchmark_mid_rmse
valset_muses_benchmark_mid_rmse_log
valset_muses_benchmark_mid_silog
valset_muses_benchmark_mid_sqrel
valset_muses_benchmark_mid_valid_pixels
valset_muses_benchmark_near_absrel
valset_muses_benchmark_near_delta1
valset_muses_benchmark_near_delta2
valset_muses_benchmark_near_delta3
valset_muses_benchmark_near_mae
valset_muses_benchmark_near_num_samples
valset_muses_benchmark_near_rmse
valset_muses_benchmark_near_rmse_log
valset_muses_benchmark_near_silog
valset_muses_benchmark_near_sqrel
valset_muses_benchmark_near_valid_pixels
valset_muses_delta1
valset_muses_delta2
valset_muses_delta3
valset_muses_mae
valset_muses_num_samples
valset_muses_projected_pixels
valset_muses_rmse
valset_muses_rmse_log
valset_muses_silog
valset_muses_sqrel
valset_muses_valid_pixels
loss 13
depth
depth_gradient
depth_head
depth_tv
edge_smoothness
gt_edge_smoothness
head_regularization
multiscale_smoothness
prediction_charbonnier
prediction_l2
prediction_nonsky
prediction_sky
smoothness_aux
stat 1
sky_weight_fraction
rgb.train 13
diag 2
image_psnr
image_ssim
loss 9
dehaze
prediction_charbonnier
prediction_l2
preserve
total
visibility
visibility_aux
visibility_rank
visibility_tv
stat 2
visibility_mean
visibility_std
sys.train 6
gpu_mem_total_gb
gpu_mem_used_gb
gpu_mem_util_pct
gpu_util_pct
lr
visibility_aux_scale
Legacy 16
data/camera 3
enabled/any/source
fields/emitted
rays/emitted
train 12
timestep 11
histogram/bin 10
00
01
02
03
04
05
06
07
08
09
fraction/last
camera/valid/fraction
val/source/rds/camera/valid/fraction
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Y-Scale
Series
Group
Namespace

Camera Valid Fraction

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Depth Abs Rel

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Depth Delta1

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Depth Edge Smoothness

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Depth Hf Energy

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Depth Mae

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Depth Road Hsmooth

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Depth Tv

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Vae Decode Hf Energy

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Valset Muses Absrel

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Valset Muses Benchmark All Absrel

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Valset Muses Benchmark All Delta1

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Valset Muses Benchmark All Delta2

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Valset Muses Benchmark All Delta3

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Valset Muses Benchmark All Mae

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Valset Muses Benchmark All Num Samples

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Valset Muses Benchmark All Rmse

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Valset Muses Benchmark All Rmse Log

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Valset Muses Benchmark All Silog

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Valset Muses Benchmark All Sqrel

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Valset Muses Benchmark All Valid Pixels

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Valset Muses Benchmark Far Absrel

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Valset Muses Benchmark Far Delta1

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Valset Muses Benchmark Far Delta2

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Valset Muses Benchmark Far Delta3

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Valset Muses Benchmark Far Mae

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Valset Muses Benchmark Far Num Samples

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Valset Muses Benchmark Far Num Skipped

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Valset Muses Benchmark Far Rmse

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Valset Muses Benchmark Far Rmse Log

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Valset Muses Benchmark Far Silog

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Valset Muses Benchmark Far Sqrel

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Valset Muses Benchmark Far Valid Pixels

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Valset Muses Benchmark Mid Absrel

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Valset Muses Benchmark Mid Delta1

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Valset Muses Benchmark Mid Delta2

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Valset Muses Benchmark Mid Delta3

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Valset Muses Benchmark Mid Mae

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Valset Muses Benchmark Mid Num Samples

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Valset Muses Benchmark Mid Rmse

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Valset Muses Benchmark Mid Rmse Log

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Valset Muses Benchmark Mid Silog

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Valset Muses Benchmark Mid Sqrel

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Valset Muses Benchmark Mid Valid Pixels

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Valset Muses Benchmark Near Absrel

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Valset Muses Benchmark Near Delta1

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Valset Muses Benchmark Near Delta2

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Valset Muses Benchmark Near Delta3

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Valset Muses Benchmark Near Mae

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Valset Muses Benchmark Near Num Samples

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Valset Muses Benchmark Near Rmse

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Valset Muses Benchmark Near Rmse Log

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Valset Muses Benchmark Near Silog

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Valset Muses Benchmark Near Sqrel

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Valset Muses Benchmark Near Valid Pixels

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Valset Muses Delta1

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Valset Muses Delta2

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Valset Muses Delta3

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Valset Muses Mae

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Valset Muses Num Samples

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Valset Muses Projected Pixels

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Valset Muses Rmse

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Valset Muses Rmse Log

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Valset Muses Silog

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Valset Muses Sqrel

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Valset Muses Valid Pixels

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Depth

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Depth Gradient

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Depth Head

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Depth Tv

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Edge Smoothness

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Gt Edge Smoothness

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Head Regularization

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Multiscale Smoothness

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Prediction Charbonnier

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Prediction L2

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Prediction Nonsky

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Prediction Sky

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Smoothness Aux

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Sky Weight Fraction

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Image Psnr

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Image Ssim

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Dehaze

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Prediction Charbonnier

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Prediction L2

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Preserve

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Total

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Visibility

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Visibility Aux

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Visibility Rank

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Visibility Tv

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Visibility Mean

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Visibility Std

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Gpu Mem Total Gb

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Gpu Mem Used Gb

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Gpu Mem Util Pct

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Gpu Util Pct

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Lr

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Visibility Aux Scale

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Data/Camera Enabled Any Source

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Data/Camera Fields Emitted

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Data/Camera Rays Emitted

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Train/Camera Valid Fraction

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Fraction Last

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 00

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 01

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 02

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 03

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 04

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 05

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 06

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 07

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 08

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Train/Timestep Histogram/Bin 09

T
2026-07-28_14-01-17_ec1c train (smoothed)
2026-07-28_14-01-17_ec1c train (raw)

Val/Source/Rds/Camera Valid Fraction

V
2026-07-28_14-01-17_ec1c val (smoothed)
2026-07-28_14-01-17_ec1c val (raw)

No output snapshots found for this run.

Outputs are generated during training and saved to outputs/epoch_N_step_M/ directories.

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Raw Artifacts

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