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Training run for SD 2.1. Mari

16 metrics · 4,928 train · 0 val

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external assumed crashed Mar 19, 10:51 Duration: 21m 58s Python 3.11.7 /cluster/home/drothenpiele/.cache/venv/mari/bin/euler-eval /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_8c149318-f376-41f8-a987-7b0a63e65f61/config.json --rgb-fid-backend clean-fid --mask-sky -v
lr 3e-5batch 1epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0.01000grad accum 16warmup 0.05000ema nograd clip 1
ID 60828693 Job mari-train-3 Part gpuhe.120h Node eu-g6-008 CPU 8 GPU 1
mari/runs/2026-03-19_10-51-21_48d4
Metrics 16/16
gpu 4
mem 3
total/gb
used/gb
util/pct
util/pct
visibility 7
aux 2
loss
scale
loss
mean
rank/loss
std
tv/loss
dehaze/loss
depth/loss
loss
lr
preserve/loss
16 selected
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Series

Loss

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2026-03-19_10-51-21_48d4 train (smoothed) —
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Dehaze Loss

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Depth Loss

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2026-03-19_10-51-21_48d4 train (raw) —

Gpu Mem Total Gb

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Gpu Mem Used Gb

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2026-03-19_10-51-21_48d4 train (raw) —

Gpu Mem Util Pct

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Gpu Util Pct

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Lr

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2026-03-19_10-51-21_48d4 train (raw) —

Preserve Loss

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2026-03-19_10-51-21_48d4 train (smoothed) —
2026-03-19_10-51-21_48d4 train (raw) —

Visibility Aux Loss

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2026-03-19_10-51-21_48d4 train (smoothed) —
2026-03-19_10-51-21_48d4 train (raw) —

Visibility Aux Scale

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2026-03-19_10-51-21_48d4 train (raw) —

Visibility Loss

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2026-03-19_10-51-21_48d4 train (smoothed) —
2026-03-19_10-51-21_48d4 train (raw) —

Visibility Mean

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2026-03-19_10-51-21_48d4 train (smoothed) —
2026-03-19_10-51-21_48d4 train (raw) —

Visibility Rank Loss

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2026-03-19_10-51-21_48d4 train (raw) —

Visibility Std

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2026-03-19_10-51-21_48d4 train (raw) —

Visibility Tv Loss

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2026-03-19_10-51-21_48d4 train (smoothed) —
2026-03-19_10-51-21_48d4 train (raw) —

No output snapshots found for this run.

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

epoch 9 / step 880 Checkpoint #95
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-9
epoch 19 / step 1760 Checkpoint #96
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-19
epoch 29 / step 2640 Checkpoint #97
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-29
epoch 39 / step 3520 Checkpoint #98
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-39
epoch 49 / step 4400 Checkpoint #99
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-49
epoch 59 / step 5280 Checkpoint #100
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-59
epoch 69 / step 6160 Checkpoint #101
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-69
epoch 79 / step 7040 Checkpoint #102
3/19/2026, 10:02:44 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-79
epoch 89 / step 7920 Checkpoint #193
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-89
epoch 99 / step 8800 Checkpoint #194
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-99
epoch 109 / step 9680 Checkpoint #195
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-109
epoch 119 / step 10560 Checkpoint #196
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-119
epoch 129 / step 11440 Checkpoint #197
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-129
epoch 139 / step 12320 Checkpoint #198
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-139
epoch 149 / step 13200 Checkpoint #199
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-149
epoch 159 / step 14080 Checkpoint #200
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-159
epoch 169 / step 14960 Checkpoint #201
3/20/2026, 10:28:36 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-169
epoch 179 / step 15840 Checkpoint #301
3/22/2026, 9:54:53 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-179
epoch 189 / step 16720 Checkpoint #302
3/22/2026, 9:54:53 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-189
epoch 199 / step 17600 Checkpoint #303
3/22/2026, 9:54:53 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-dehaze-depth-vkitti/checkpoint-199
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