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exp_166_phase2_densify200k
Stoppedml-02Started —
28.7 dB
Train PSNR
Momentum
Plateau
Avg PSNR gaining slowly (+0.01 dB / 5K steps)
PSNR Δ5K: +0.01 dB
Gaussian growth: 0
Loss trend: Decreasing
Visual Analysis
ACCELERATINGAll visual metrics improving (91 checkpoints analyzed)
SSIM
0.885
Blur Ratio
0.418
Edge Preservation
0.492
Expression Fidelity
1.000
Progress
0%
181,050 / 0 steps
Gaussians
200.0K
Growing
Speed
—
Duration
—
Densify Window
0K–0K
0 events
Batch Size
1
Step 181,0500 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 180Kml-02
— · Step 180K
exp 166 phase2 densify200k
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MM
35
/100
29.4 dB
Step 178Kml-02
— · Step 178K
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MM
44
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32.7 dB
Step 176Kml-02
— · Step 176K
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MM
39
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30.7 dB
Step 174Kml-02
— · Step 174K
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43
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32.4 dB
Step 172Kml-02
— · Step 172K
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36
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28.5 dB
Step 170Kml-02
— · Step 170K
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38
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28.6 dB
Step 168Kml-02
— · Step 168K
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41
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30.5 dB
Step 166Kml-02
— · Step 166K
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42
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31.5 dB
Step 164Kml-02
— · Step 164K
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38
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29.2 dB
Step 162Kml-02
— · Step 162K
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34
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28.4 dB
Step 160Kml-02
— · Step 160K
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43
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31.4 dB
Step 158Kml-02
— · Step 158K
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37
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29.3 dB
Step 156Kml-02
— · Step 156K
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38
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29.9 dB
Step 154Kml-02
— · Step 154K
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41
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30.5 dB
Step 152Kml-02
— · Step 152K
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38
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29.2 dB
Step 150Kml-02
— · Step 150K
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41
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30.7 dB
Step 148Kml-02
— · Step 148K
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39
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30.4 dB
Step 146Kml-02
— · Step 146K
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36
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28.3 dB
Step 144Kml-02
— · Step 144K
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39
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30.1 dB
Step 142Kml-02
— · Step 142K
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38
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29.1 dB
Step 140Kml-02
— · Step 140K
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27.7 dB
Step 138Kml-02
— · Step 138K
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29.6 dB
Step 136Kml-02
— · Step 136K
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29.8 dB
Step 134Kml-02
— · Step 134K
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29
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27.1 dB
Step 132Kml-02
— · Step 132K
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39
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30.1 dB
Step 130Kml-02
— · Step 130K
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32
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28.3 dB
Step 128Kml-02
— · Step 128K
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38
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29.7 dB
Step 126Kml-02
— · Step 126K
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36
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28.6 dB
Step 124Kml-02
— · Step 124K
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40
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30.5 dB
Step 122Kml-02
— · Step 122K
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36
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29.3 dB
Step 120Kml-02
— · Step 120K
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39
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29.8 dB
Step 118Kml-02
— · Step 118K
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37
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28.6 dB
Step 116Kml-02
— · Step 116K
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29.2 dB
Step 114Kml-02
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20
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24.4 dB
Step 112Kml-02
— · Step 112K
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22
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24.8 dB
Step 110Kml-02
— · Step 110K
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21
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24.2 dB
Step 108Kml-02
— · Step 108K
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33
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28.0 dB
Step 106Kml-02
— · Step 106K
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28.6 dB
Step 104Kml-02
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26.5 dB
Step 102Kml-02
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27.6 dB
Step 100Kml-02
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24.6 dB
Step 98Kml-02
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— · Step 4K
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Step 2Kml-02
— · Step 2K
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Step 1ml-02
— · Step 1
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Full Configuration
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