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exp_184_cnn_only
Stoppedml-02Started —
28.1 dB
Train PSNR
Momentum
Accelerating
Strong avg PSNR gain: +1.3 dB / 5K steps
PSNR Δ5K: +1.27 dB
Gaussian growth: +179,982
Loss trend: Decreasing
Visual Analysis
ACCELERATINGAll visual metrics improving (26 checkpoints analyzed)
SSIM
0.911
Blur Ratio
0.316
Edge Preservation
0.486
Expression Fidelity
1.000
Progress
0%
51,750 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 51,7500 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 50Kml-02
— · Step 50K
exp 184 cnn only
ml-02
—
MM
37
/100
30.5 dB
Step 48Kml-02
— · Step 48K
exp 184 cnn only
ml-02
—
MM
39
/100
30.6 dB
Step 46Kml-02
— · Step 46K
exp 184 cnn only
ml-02
—
MM
39
/100
30.6 dB
Step 44Kml-02
— · Step 44K
exp 184 cnn only
ml-02
—
MM
40
/100
31.0 dB
Step 42Kml-02
— · Step 42K
exp 184 cnn only
ml-02
—
MM
41
/100
32.3 dB
Step 40Kml-02
— · Step 40K
exp 184 cnn only
ml-02
—
MM
39
/100
31.4 dB
Step 38Kml-02
— · Step 38K
exp 184 cnn only
ml-02
—
MM
36
/100
29.8 dB
Step 36Kml-02
— · Step 36K
exp 184 cnn only
ml-02
—
MM
33
/100
29.1 dB
Step 34Kml-02
— · Step 34K
exp 184 cnn only
ml-02
—
MM
34
/100
28.9 dB
Step 32Kml-02
— · Step 32K
exp 184 cnn only
ml-02
—
MM
31
/100
29.0 dB
Step 30Kml-02
— · Step 30K
exp 184 cnn only
ml-02
—
MM
39
/100
31.3 dB
Step 28Kml-02
— · Step 28K
exp 184 cnn only
ml-02
—
MM
30
/100
27.6 dB
Step 26Kml-02
— · Step 26K
exp 184 cnn only
ml-02
—
MM
35
/100
30.2 dB
Step 24Kml-02
— · Step 24K
exp 184 cnn only
ml-02
—
MM
27
/100
27.3 dB
Step 22Kml-02
— · Step 22K
exp 184 cnn only
ml-02
—
MM
33
/100
29.1 dB
Step 20Kml-02
— · Step 20K
exp 184 cnn only
ml-02
—
MM
38
/100
31.1 dB
Step 18Kml-02
— · Step 18K
exp 184 cnn only
ml-02
—
MM
32
/100
28.8 dB
Step 16Kml-02
— · Step 16K
exp 184 cnn only
ml-02
—
MM
29
/100
27.6 dB
Step 14Kml-02
— · Step 14K
exp 184 cnn only
ml-02
—
MM
19
/100
24.6 dB
Step 12Kml-02
— · Step 12K
exp 184 cnn only
ml-02
—
MM
17
/100
23.3 dB
Step 10Kml-02
— · Step 10K
exp 184 cnn only
ml-02
—
MM
25
/100
26.5 dB
Step 8Kml-02
— · Step 8K
exp 184 cnn only
ml-02
—
MM
17
/100
24.2 dB
Step 6Kml-02
— · Step 6K
exp 184 cnn only
ml-02
—
MM
23
/100
26.9 dB
Step 4Kml-02
— · Step 4K
exp 184 cnn only
ml-02
—
MM
19
/100
25.8 dB
Step 2Kml-02
— · Step 2K
exp 184 cnn only
ml-02
—
MM
17
/100
24.6 dB
Step 1ml-02
— · Step 1
exp 184 cnn only
ml-02
—
MM
2
/100
11.9 dB
Full Configuration
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