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exp_159_audit_baseline
StoppedcartStarted —
29.5 dB
Train PSNR
Momentum
Stall
Avg loss trending up (0.0839 → 0.0898)
PSNR Δ5K: +1.18 dB
Gaussian growth: +179,983
Loss trend: Decreasing
Visual Analysis
ACCELERATINGAll visual metrics improving (65 checkpoints analyzed)
SSIM
0.875
Blur Ratio
0.702
Edge Preservation
0.756
Expression Fidelity
0.979
Progress
0%
129,300 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 129,3000 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 128Kcart
— · Step 128K
exp 159 audit baseline
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MM
50
/100
28.6 dB
Step 126Kcart
— · Step 126K
exp 159 audit baseline
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MM
32
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22.5 dB
Step 124Kcart
— · Step 124K
exp 159 audit baseline
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MM
48
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27.8 dB
Step 122Kcart
— · Step 122K
exp 159 audit baseline
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—
MM
47
/100
27.3 dB
Step 120Kcart
— · Step 120K
exp 159 audit baseline
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—
MM
45
/100
26.4 dB
Step 118Kcart
— · Step 118K
exp 159 audit baseline
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—
MM
48
/100
28.1 dB
Step 116Kcart
— · Step 116K
exp 159 audit baseline
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MM
40
/100
25.5 dB
Step 114Kcart
— · Step 114K
exp 159 audit baseline
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MM
43
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26.2 dB
Step 112Kcart
— · Step 112K
exp 159 audit baseline
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—
MM
48
/100
27.6 dB
Step 110Kcart
— · Step 110K
exp 159 audit baseline
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—
MM
43
/100
26.0 dB
Step 108Kcart
— · Step 108K
exp 159 audit baseline
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—
MM
48
/100
27.7 dB
Step 106Kcart
— · Step 106K
exp 159 audit baseline
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—
MM
45
/100
26.3 dB
Step 104Kcart
— · Step 104K
exp 159 audit baseline
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MM
47
/100
27.1 dB
Step 102Kcart
— · Step 102K
exp 159 audit baseline
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—
MM
46
/100
26.8 dB
Step 100Kcart
— · Step 100K
exp 159 audit baseline
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—
MM
45
/100
26.6 dB
Step 98Kcart
— · Step 98K
exp 159 audit baseline
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MM
43
/100
25.7 dB
Step 96Kcart
— · Step 96K
exp 159 audit baseline
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MM
23
/100
21.3 dB
Step 94Kcart
— · Step 94K
exp 159 audit baseline
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MM
47
/100
27.2 dB
Step 92Kcart
— · Step 92K
exp 159 audit baseline
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MM
37
/100
24.3 dB
Step 90Kcart
— · Step 90K
exp 159 audit baseline
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MM
48
/100
27.8 dB
Step 88Kcart
— · Step 88K
exp 159 audit baseline
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MM
19
/100
20.7 dB
Step 86Kcart
— · Step 86K
exp 159 audit baseline
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MM
46
/100
27.1 dB
Step 84Kcart
— · Step 84K
exp 159 audit baseline
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—
MM
47
/100
27.6 dB
Step 82Kcart
— · Step 82K
exp 159 audit baseline
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MM
48
/100
28.0 dB
Step 80Kcart
— · Step 80K
exp 159 audit baseline
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MM
39
/100
24.9 dB
Step 78Kcart
— · Step 78K
exp 159 audit baseline
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MM
47
/100
27.4 dB
Step 76Kcart
— · Step 76K
exp 159 audit baseline
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MM
46
/100
26.9 dB
Step 74Kcart
— · Step 74K
exp 159 audit baseline
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MM
47
/100
27.5 dB
Step 72Kcart
— · Step 72K
exp 159 audit baseline
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MM
44
/100
26.4 dB
Step 70Kcart
— · Step 70K
exp 159 audit baseline
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MM
47
/100
27.5 dB
Step 68Kcart
— · Step 68K
exp 159 audit baseline
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MM
45
/100
27.3 dB
Step 66Kcart
— · Step 66K
exp 159 audit baseline
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—
MM
47
/100
27.2 dB
Step 64Kcart
— · Step 64K
exp 159 audit baseline
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—
MM
45
/100
26.4 dB
Step 62Kcart
— · Step 62K
exp 159 audit baseline
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—
MM
35
/100
25.4 dB
Step 60Kcart
— · Step 60K
exp 159 audit baseline
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—
MM
48
/100
27.8 dB
Step 58Kcart
— · Step 58K
exp 159 audit baseline
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—
MM
32
/100
23.0 dB
Step 56Kcart
— · Step 56K
exp 159 audit baseline
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—
MM
48
/100
27.4 dB
Step 54Kcart
— · Step 54K
exp 159 audit baseline
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—
MM
44
/100
26.1 dB
Step 52Kcart
— · Step 52K
exp 159 audit baseline
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MM
35
/100
24.5 dB
Step 50Kcart
— · Step 50K
exp 159 audit baseline
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—
MM
44
/100
26.1 dB
Step 48Kcart
— · Step 48K
exp 159 audit baseline
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—
MM
45
/100
26.3 dB
Step 46Kcart
— · Step 46K
exp 159 audit baseline
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—
MM
47
/100
27.3 dB
Step 44Kcart
— · Step 44K
exp 159 audit baseline
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MM
48
/100
27.8 dB
Step 42Kcart
— · Step 42K
exp 159 audit baseline
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MM
36
/100
24.3 dB
Step 40Kcart
— · Step 40K
exp 159 audit baseline
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MM
47
/100
27.2 dB
Step 38Kcart
— · Step 38K
exp 159 audit baseline
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—
MM
46
/100
26.8 dB
Step 36Kcart
— · Step 36K
exp 159 audit baseline
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—
MM
45
/100
26.4 dB
Step 34Kcart
— · Step 34K
exp 159 audit baseline
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MM
38
/100
25.7 dB
Step 32Kcart
— · Step 32K
exp 159 audit baseline
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—
MM
44
/100
26.1 dB
Step 30Kcart
— · Step 30K
exp 159 audit baseline
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MM
42
/100
25.5 dB
Step 28Kcart
— · Step 28K
exp 159 audit baseline
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MM
20
/100
20.8 dB
Step 26Kcart
— · Step 26K
exp 159 audit baseline
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MM
31
/100
21.5 dB
Step 24Kcart
— · Step 24K
exp 159 audit baseline
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MM
43
/100
26.1 dB
Step 22Kcart
— · Step 22K
exp 159 audit baseline
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MM
36
/100
24.0 dB
Step 20Kcart
— · Step 20K
exp 159 audit baseline
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MM
34
/100
23.9 dB
Step 18Kcart
— · Step 18K
exp 159 audit baseline
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MM
38
/100
25.0 dB
Step 16Kcart
— · Step 16K
exp 159 audit baseline
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MM
7
/100
17.0 dB
Step 14Kcart
— · Step 14K
exp 159 audit baseline
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MM
29
/100
22.6 dB
Step 12Kcart
— · Step 12K
exp 159 audit baseline
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MM
36
/100
24.6 dB
Step 10Kcart
— · Step 10K
exp 159 audit baseline
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MM
17
/100
22.1 dB
Step 8Kcart
— · Step 8K
exp 159 audit baseline
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MM
29
/100
23.7 dB
Step 6Kcart
— · Step 6K
exp 159 audit baseline
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MM
25
/100
23.3 dB
Step 4Kcart
— · Step 4K
exp 159 audit baseline
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MM
15
/100
22.3 dB
Step 2Kcart
— · Step 2K
exp 159 audit baseline
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—
MM
3
/100
15.1 dB
Step 1cart
— · Step 1
exp 159 audit baseline
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MM
1
/100
1.3 dB
Full Configuration
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