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Training run for UniFuse

42 metrics · 0 train · 42 val

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completed Apr 5, 20:16 Duration: 3m 31s Python 3.11.7 src/eval.py --config configs/model/novel_metric_fusion_gt_rays.yaml --config configs/model/backbone_dinov2_vitl14.yaml --config configs/data/real_drive_sim_euler_loading.yaml --config configs/training/phase_b5_sampled_structure_eval.yaml --checkpoint /cluster/scratch/drothenpiele/euler_train/unifuse/checkpoints/marigold-structure-expert-2026-04-05-16-22-28-5747/checkpoint-epoch-8.pt --log-run --save-outputs
batch 2precision automodel weather_metric_system
ID 62449273 Job metric_diffusion_pty Part gpupr.24h Node eu-a65-05 CPU 8 GPU 1
unifuse/runs/2026-04-05_20-16-07_d307
Metrics 42/42
coarse 3
abs/rel
mae
rmse
dehaze/image 2
mae
psnr
diag 11
final 3
depth/mae/m
log/radius/l1/raw
xyz/l1/m
mean 2
abs/final/minus/prior
structure/confidence
prior 3
depth/mae/m
log/radius/l1/raw
xyz/l1/m
structure 2
depth/l1/raw
edge/l1/raw
base/minus/prior/l1/raw
final 3
abs/rel
mae
rmse
gpu 4
mem 3
total/gb
used/gb
util/pct
util/pct
mean 5
confidence
prior/confidence
structure/confidence
valid/depth
visibility
prior 3
abs/rel
mae
rmse
structure 7
mode/is 2
sampled
teacher/forced
pred 2
finite/fraction
has/nonfinite
enabled
had/nonfinite
used/fp32/sampler
median/valid/depth
ray/source/is/predicted
refiner/enabled
valid/fraction
42 selected
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Coarse Abs Rel

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Coarse Mae

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Coarse Rmse

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Dehaze Image Mae

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Dehaze Image Psnr

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Diag/Base Minus Prior L1 Raw

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Diag/Final Depth Mae M

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Diag/Final Log Radius L1 Raw

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Diag/Final Xyz L1 M

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Diag/Mean Abs Final Minus Prior

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Diag/Mean Structure Confidence

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Diag/Prior Depth Mae M

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Diag/Prior Log Radius L1 Raw

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Diag/Prior Xyz L1 M

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Diag/Structure Depth L1 Raw

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Diag/Structure Edge L1 Raw

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Final Abs Rel

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Final Mae

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Final Rmse

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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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Mean Confidence

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Mean Prior Confidence

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Mean Structure Confidence

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Mean Valid Depth

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Mean Visibility

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Median Valid Depth

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Prior Abs Rel

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Prior Mae

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Prior Rmse

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Ray Source Is Predicted

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Refiner Enabled

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Structure Enabled

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Structure Pred Finite Fraction

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Structure Pred Has Nonfinite

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Structure/Had Nonfinite

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Structure/Mode Is Sampled

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Structure/Mode Is Teacher Forced

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Structure/Used Fp32 Sampler

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Valid Fraction

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