R
ReflectIris
← Back to Training Runs

exp_161_clean_ml01

Completeml-01

Started —

28.4 dB
Train PSNR
Momentum
Plateau
Avg PSNR gaining slowly (+-0.23 dB / 5K steps)
PSNR Δ5K: -0.23 dB
Gaussian growth: +179,982
Loss trend: Decreasing
Visual Analysis
STALL
Visual quality plateaued (SSIM range 0.0099 over last 3 checkpoints) (31 checkpoints analyzed)
SSIM
0.878
Blur Ratio
0.229
Edge Preservation
0.499
Expression Fidelity
0.939
Progress
0%
60,000 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 60,0000 total
densify

Training Metrics

Train + Val PSNR (dB) — Higher is Better

Training Loss — Lower is Better

Gaussian Count — Grows During Densification

Training Speed (iterations/sec) & GPU Memory (GB)

Visual Progress

Step 60Kml-01
— ·
Step 58Kml-01
— ·
Step 56Kml-01
— ·
Step 54Kml-01
— ·
Step 52Kml-01
— ·
Step 50Kml-01
— ·
Step 48Kml-01
— ·
Step 46Kml-01
— ·
Step 44Kml-01
— ·
Step 42Kml-01
— ·
Step 40Kml-01
— ·
Step 38Kml-01
— ·
Step 36Kml-01
— ·
Step 34Kml-01
— ·
Step 32Kml-01
— ·
Step 30Kml-01
— ·
Step 28Kml-01
— ·
Step 26Kml-01
— ·
Step 24Kml-01
— ·
Step 22Kml-01
— ·
Step 20Kml-01
— ·
Step 18Kml-01
— ·
Step 16Kml-01
— ·
Step 14Kml-01
— ·
Step 12Kml-01
— ·
Step 10Kml-01
— ·
Step 8Kml-01
— ·
Step 6Kml-01
— ·
Step 4Kml-01
— ·
Step 2Kml-01
— ·
Step 1ml-01
— ·
Full Configuration
{}