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exp_128_no_deform_control
Completecart-02Started —
26.3 dB
Train PSNR
Momentum
Plateau
Avg PSNR gaining slowly (+-0.12 dB / 5K steps)
PSNR Δ5K: -0.12 dB
Gaussian growth: +115,367
Loss trend: Decreasing
Visual Analysis
ACCELERATINGAll visual metrics improving (11 checkpoints analyzed)
SSIM
0.801
Blur Ratio
0.498
Edge Preservation
0.666
Expression Fidelity
1.000
Progress
0%
50,000 / 0 steps
Gaussians
135.4K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 50,0000 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 50Kcart-02
— · Step 50K
exp 128 no deform control
cart-02
—
MM
43
/100
26.3 dB
Step 45Kcart-02
— · Step 45K
exp 128 no deform control
cart-02
—
MM
44
/100
26.4 dB
Step 40Kcart-02
— · Step 40K
exp 128 no deform control
cart-02
—
MM
33
/100
23.9 dB
Step 35Kcart-02
— · Step 35K
exp 128 no deform control
cart-02
—
MM
38
/100
24.7 dB
Step 30Kcart-02
— · Step 30K
exp 128 no deform control
cart-02
—
MM
39
/100
25.5 dB
Step 25Kcart-02
— · Step 25K
exp 128 no deform control
cart-02
—
MM
31
/100
23.4 dB
Step 20Kcart-02
— · Step 20K
exp 128 no deform control
cart-02
—
MM
31
/100
24.0 dB
Step 15Kcart-02
— · Step 15K
exp 128 no deform control
cart-02
—
MM
27
/100
23.3 dB
Step 10Kcart-02
— · Step 10K
exp 128 no deform control
cart-02
—
MM
28
/100
23.2 dB
Step 5Kcart-02
— · Step 5K
exp 128 no deform control
cart-02
—
MM
24
/100
23.0 dB
Step 1cart-02
— · Step 1
exp 128 no deform control
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—
MM
1
/100
1.3 dB
Full Configuration
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