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Training run for SD 2.1. Mari

68 metrics · 54,904 train · 367 val

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running Aug 6, 13:56 Started 25d 0h ago Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_e1dd0bf8-e798-4e2d-bd61-854419145b01/joint_vkitti.yaml --resume /cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-17
lr 4e-5batch 32epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 9853999
mari/runs/2026-08-06_13-56-57_c511
Metrics 68/68
camera.train 1
camera_valid_fraction
depth.train 33
diag 20
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_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 12
depth
depth_gradient
depth_head
depth_tv
edge_smoothness
gt_edge_smoothness
head_regularization
multiscale_smoothness
prediction_l2
prediction_nonsky
prediction_sky
smoothness_aux
stat 1
sky_weight_fraction
rgb.train 12
diag 2
image_psnr
image_ssim
loss 8
dehaze
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
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01
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04
05
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08
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fraction/last
camera/valid/fraction
val/source/rds/camera/valid/fraction
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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 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 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 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

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Train/Timestep Fraction Last

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Train/Timestep Histogram/Bin 00

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Val/Source/Rds/Camera Valid Fraction

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No output snapshots found for this run.

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

epoch 18 / step 23779 Checkpoint #4880
8/6/2026, 3:59:48 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-18
epoch 19 / step 24771 Checkpoint #4881
8/6/2026, 3:59:48 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-19
epoch 20 / step 25763 Checkpoint #4882
8/6/2026, 3:59:48 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-20
epoch 21 / step 26755 Checkpoint #4889
8/6/2026, 6:22:36 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-21
epoch 22 / step 27747 Checkpoint #4890
8/6/2026, 6:22:36 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-22
epoch 23 / step 28739 Checkpoint #4896
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-23
epoch 24 / step 29731 Checkpoint #4897
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-24
epoch 25 / step 30723 Checkpoint #4898
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-25
epoch 26 / step 31715 Checkpoint #4899
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-26
epoch 27 / step 32707 Checkpoint #4900
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-27
epoch 28 / step 33699 Checkpoint #4901
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-28
epoch 29 / step 34691 Checkpoint #4902
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-29
epoch 30 / step 35683 Checkpoint #4903
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-30
epoch 31 / step 36675 Checkpoint #4904
8/7/2026, 9:21:47 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-06-13-56-57-c511/checkpoint-31
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