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Training run for SD 2.1. Mari

42 metrics · 7,562 train · 22 val

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external assumed crashed Jul 8, 12:17 Started 54d 2h ago Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_cf3bd421-0e8a-423b-a754-fbf918ab06d4/joint_vkitti.yaml --resume /cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-metric-2026-07-07-23-55-26-01b5/checkpoint-5
lr 4e-5batch 16epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 6228744
mari/runs/2026-07-08_12-17-51_56d4
Metrics 42/42
camera.train 1
camera_valid_fraction
depth.train 19
diag 13
depth_abs_rel
depth_delta1
depth_edge_smoothness
depth_head_abs_rel
depth_head_delta1
depth_head_mae
depth_hf_energy
depth_mae
depth_road_hsmooth
depth_tv
vae_decode_abs_rel
vae_decode_delta1
vae_decode_mae
loss 6
depth
depth_head
depth_tv
edge_smoothness
multiscale_smoothness
smoothness_aux
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
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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 Head Abs Rel

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Depth Head Delta1

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Depth Head Mae

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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 Abs Rel

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Vae Decode Delta1

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Vae Decode Mae

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Depth

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Depth Head

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Depth Tv

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Edge Smoothness

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Multiscale Smoothness

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Smoothness Aux

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

epoch 7 / step 12680 Checkpoint #3861
7/8/2026, 2:47:03 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-metric-2026-07-08-12-17-51-56d4/checkpoint-7
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