Euler View
No jobs

Run Dossier

Training run for SD 2.1. Mari

48 metrics · 46,575 train · 382 val

Chart Overlays

Compare this run against its peers

0/105
Add peer runs here to layer their train and val traces onto the current metric charts.
external assumed crashed Jul 27, 16:18 Started 34d 22h ago Python 3.11.7 train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_a263868c-5807-4f9f-b3b9-fab7c5286f8d/joint_vkitti.yaml
lr 4e-5batch 16epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 8771688
mari/runs/2026-07-27_16-18-09_ada8
Metrics 48/48
camera.train 1
camera_valid_fraction
depth.train 25
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 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
48 selected
X-Axis
Y-Scale
Series
Group
Namespace

Camera Valid Fraction

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Abs Rel

↓ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Delta1

↑ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Edge Smoothness

↓ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Hf Energy

↓ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Mae

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Road Hsmooth

↓ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth Tv

↓ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Absrel

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Delta1

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Delta2

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Delta3

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Mae

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Num Samples

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Projected Pixels

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Rmse

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Rmse Log

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Silog

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Sqrel

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Valset Muses Valid Pixels

kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Depth

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Depth Head

kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Depth Tv

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Edge Smoothness

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Multiscale Smoothness

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Smoothness Aux

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Image Psnr

↑ dB kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Image Ssim

↑ kind=diag
V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Dehaze

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Preserve

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Total

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Visibility

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Visibility Aux

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Visibility Rank

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Visibility Tv

↓ kind=loss
T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Visibility Mean

kind=stat
T V
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —
2026-07-27_16-18-09_ada8 val (raw) —

Visibility Std

kind=stat
T V
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —
2026-07-27_16-18-09_ada8 val (raw) —

Gpu Mem Total Gb

T V
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —
2026-07-27_16-18-09_ada8 val (raw) —

Gpu Mem Used Gb

T V
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —
2026-07-27_16-18-09_ada8 val (raw) —

Gpu Mem Util Pct

T V
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —
2026-07-27_16-18-09_ada8 val (raw) —

Gpu Util Pct

T V
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —
2026-07-27_16-18-09_ada8 val (raw) —

Lr

T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Visibility Aux Scale

T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Data/Camera Enabled Any Source

V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Data/Camera Fields Emitted

V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Data/Camera Rays Emitted

V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

Train/Camera Valid Fraction

T
2026-07-27_16-18-09_ada8 train (smoothed) —
2026-07-27_16-18-09_ada8 train (raw) —

Val/Source/Rds/Camera Valid Fraction

V
2026-07-27_16-18-09_ada8 val (smoothed) —
2026-07-27_16-18-09_ada8 val (raw) —

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 #4423
7/27/2026, 5:18:26 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-1
epoch 3 / step 6476 Checkpoint #4426
7/27/2026, 8:11:42 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-3
epoch 5 / step 9714 Checkpoint #4436
7/27/2026, 8:42:36 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-5
epoch 7 / step 12952 Checkpoint #4472
7/28/2026, 6:11:20 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-7
epoch 9 / step 16190 Checkpoint #4473
7/28/2026, 6:11:20 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-9
epoch 11 / step 19428 Checkpoint #4474
7/28/2026, 6:11:20 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-11
epoch 13 / step 22666 Checkpoint #4475
7/28/2026, 6:11:20 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-gate-off-l1-sky-noise/checkpoint-13
Producer launch exports are available. Manage launch-owned exports here for quick reference.
Open Launch

Inherited Launch Exports

These exports are published by the run's producer launch.

Published

The producer launch does not publish any exports yet.

Run-Owned Exports

Publish direct filesystem paths here.

Published

No run-owned exports are published yet.

Raw Artifacts

Run-owned exports are typically direct paths, so there are no captured artifacts to publish from here.

Euler View - ML Experiment Monitor