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Training run for SD 2.1. Mari

43 metrics · 25,919 train · 282 val

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crashed Jul 27, 11:06 Duration: 12h 30m Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_3873ad87-bf1f-4a30-9c6d-d5f6b48ec290/joint_vkitti.yaml
lr 4e-5batch 16epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 8729953
mari/runs/2026-07-27_11-06-05_c3cb
Error
BrokenPipeError: [Errno 32] Broken pipe
Metrics 43/43
camera.train 1
camera_valid_fraction
depth.train 20
diag 19
depth_abs_rel
depth_delta1
depth_edge_smoothness
depth_hf_energy
depth_mae
depth_road_hsmooth
depth_tv
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 1
depth
rgb.train 11
diag 2
image_psnr
image_ssim
loss 7
dehaze
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 5
data/camera 3
enabled/any/source
fields/emitted
rays/emitted
train/camera/valid/fraction
val/source/rds/camera/valid/fraction
43 selected
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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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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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Image Psnr

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Image Ssim

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Dehaze

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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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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 1 / step 3238 Checkpoint #4400
7/27/2026, 1:05:13 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/single-pass-rgb-only-no-fusion-2026-07-27-11-06-05-c3cb/checkpoint-1
epoch 3 / step 6476 Checkpoint #4419
7/27/2026, 3:02:01 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/single-pass-rgb-only-no-fusion-2026-07-27-11-06-05-c3cb/checkpoint-3
epoch 5 / step 9714 Checkpoint #4422
7/27/2026, 5:18:25 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/single-pass-rgb-only-no-fusion-2026-07-27-11-06-05-c3cb/checkpoint-5
epoch 7 / step 12952 Checkpoint #4430
7/27/2026, 8:11:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/single-pass-rgb-only-no-fusion-2026-07-27-11-06-05-c3cb/checkpoint-7
epoch 9 / step 16190 Checkpoint #4431
7/27/2026, 8:11:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/single-pass-rgb-only-no-fusion-2026-07-27-11-06-05-c3cb/checkpoint-9
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