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external assumed crashed Jul 28, 14:01 Started 34d 0h ago Python 3.11.7
train_joint.py --config /cluster/home/drothenpiele/models/stable_diffusion_mari/mari/.euler-launches/euler_launch_d7f75b23-b228-443d-a937-90f69b6f16ea/joint_vkitti.yamllr 4e-5batch 16epochs 200precision fp16model stable-diffusion-2-1 seed 42wd 0grad accum 1warmup 0.05000ema nograd clip 1
ID 8854659
mari/runs/2026-07-28_14-01-17_ec1cMetrics 115/115
camera.train 1
camera_valid_fraction
depth.train 79
diag 65
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_benchmark_all_absrel
valset_muses_benchmark_all_delta1
valset_muses_benchmark_all_delta2
valset_muses_benchmark_all_delta3
valset_muses_benchmark_all_mae
valset_muses_benchmark_all_num_samples
valset_muses_benchmark_all_rmse
valset_muses_benchmark_all_rmse_log
valset_muses_benchmark_all_silog
valset_muses_benchmark_all_sqrel
valset_muses_benchmark_all_valid_pixels
valset_muses_benchmark_far_absrel
valset_muses_benchmark_far_delta1
valset_muses_benchmark_far_delta2
valset_muses_benchmark_far_delta3
valset_muses_benchmark_far_mae
valset_muses_benchmark_far_num_samples
valset_muses_benchmark_far_num_skipped
valset_muses_benchmark_far_rmse
valset_muses_benchmark_far_rmse_log
valset_muses_benchmark_far_silog
valset_muses_benchmark_far_sqrel
valset_muses_benchmark_far_valid_pixels
valset_muses_benchmark_mid_absrel
valset_muses_benchmark_mid_delta1
valset_muses_benchmark_mid_delta2
valset_muses_benchmark_mid_delta3
valset_muses_benchmark_mid_mae
valset_muses_benchmark_mid_num_samples
valset_muses_benchmark_mid_rmse
valset_muses_benchmark_mid_rmse_log
valset_muses_benchmark_mid_silog
valset_muses_benchmark_mid_sqrel
valset_muses_benchmark_mid_valid_pixels
valset_muses_benchmark_near_absrel
valset_muses_benchmark_near_delta1
valset_muses_benchmark_near_delta2
valset_muses_benchmark_near_delta3
valset_muses_benchmark_near_mae
valset_muses_benchmark_near_num_samples
valset_muses_benchmark_near_rmse
valset_muses_benchmark_near_rmse_log
valset_muses_benchmark_near_silog
valset_muses_benchmark_near_sqrel
valset_muses_benchmark_near_valid_pixels
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 13
depth
depth_gradient
depth_head
depth_tv
edge_smoothness
gt_edge_smoothness
head_regularization
multiscale_smoothness
prediction_charbonnier
prediction_l2
prediction_nonsky
prediction_sky
smoothness_aux
stat 1
sky_weight_fraction
rgb.train 13
diag 2
image_psnr
image_ssim
loss 9
dehaze
prediction_charbonnier
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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08
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fraction/last
camera/valid/fraction
val/source/rds/camera/valid/fraction
115 selected
X-Axis
Y-Scale
Series
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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 Benchmark All Absrel
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Valset Muses Benchmark All Delta1
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Valset Muses Benchmark All Delta2
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Valset Muses Benchmark All Delta3
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Valset Muses Benchmark All Mae
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Valset Muses Benchmark All Num Samples
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Valset Muses Benchmark All Rmse
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Valset Muses Benchmark All Rmse Log
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Valset Muses Benchmark All Silog
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Valset Muses Benchmark All Sqrel
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Valset Muses Benchmark All Valid Pixels
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Valset Muses Benchmark Far Absrel
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Valset Muses Benchmark Far Delta1
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Valset Muses Benchmark Far Delta2
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Valset Muses Benchmark Far Delta3
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Valset Muses Benchmark Far Mae
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Valset Muses Benchmark Far Num Samples
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Valset Muses Benchmark Far Num Skipped
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Valset Muses Benchmark Far Rmse
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Valset Muses Benchmark Far Rmse Log
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Valset Muses Benchmark Far Silog
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Valset Muses Benchmark Far Sqrel
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Valset Muses Benchmark Far Valid Pixels
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Valset Muses Benchmark Mid Absrel
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Valset Muses Benchmark Mid Delta1
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Valset Muses Benchmark Mid Delta2
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Valset Muses Benchmark Mid Delta3
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Valset Muses Benchmark Mid Mae
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Valset Muses Benchmark Mid Num Samples
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Valset Muses Benchmark Mid Rmse
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Valset Muses Benchmark Mid Rmse Log
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Valset Muses Benchmark Mid Silog
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Valset Muses Benchmark Mid Sqrel
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Valset Muses Benchmark Mid Valid Pixels
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Valset Muses Benchmark Near Absrel
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Valset Muses Benchmark Near Delta1
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Valset Muses Benchmark Near Delta2
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Valset Muses Benchmark Near Delta3
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Valset Muses Benchmark Near Mae
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Valset Muses Benchmark Near Num Samples
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Valset Muses Benchmark Near Rmse
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Valset Muses Benchmark Near Rmse Log
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Valset Muses Benchmark Near Silog
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Valset Muses Benchmark Near Sqrel
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Valset Muses Benchmark Near Valid Pixels
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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 Charbonnier
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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 Charbonnier
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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
T V
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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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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 #4557
7/28/2026, 2:57:41 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-1epoch 3 / step 6476 Checkpoint #4580
7/28/2026, 5:23:22 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-3epoch 5 / step 9714 Checkpoint #4585
7/28/2026, 7:33:32 PM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-5epoch 7 / step 12952 Checkpoint #4660
7/29/2026, 1:08:09 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-7epoch 9 / step 16190 Checkpoint #4661
7/29/2026, 1:08:09 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-9epoch 11 / step 19428 Checkpoint #4673
7/29/2026, 8:32:46 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-11epoch 13 / step 22666 Checkpoint #4674
7/29/2026, 8:32:46 AM
/cluster/scratch/drothenpiele/euler_train/mari/checkpoints/joint-opt-charbonnier-sky-area-noise-2026-07-28-14-01-17-ec1c/checkpoint-13Producer launch exports are available. Manage launch-owned exports here for quick reference.
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