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Training run for SD 2.1. Mari

68 metrics · 28,535 train · 237 val

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crashed Aug 5, 19:04 Duration: 8h 53m Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_852462fb-9bba-441c-bd56-0b5740bd2705/joint_vkitti.yaml --resume /cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-12-21-33-bfde/checkpoint-8
lr 4e-5batch 32epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 9753905
mari/runs/2026-08-05_19-04-38_4fff
Error
BrokenPipeError: [Errno 32] Broken pipe
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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03
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 9 / step 16315 Checkpoint #4852
8/5/2026, 6:33:28 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-9
epoch 10 / step 17124 Checkpoint #4854
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-10
epoch 11 / step 17933 Checkpoint #4855
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-11
epoch 12 / step 18742 Checkpoint #4856
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-12
epoch 13 / step 19551 Checkpoint #4857
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-13
epoch 14 / step 20360 Checkpoint #4858
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-14
epoch 15 / step 21169 Checkpoint #4859
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-15
epoch 16 / step 21978 Checkpoint #4860
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-16
epoch 17 / step 22787 Checkpoint #4861
8/6/2026, 1:54:21 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-l2-softinv-tau30-sky01-noise10-2026-08-05-19-04-38-4fff/checkpoint-17
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