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some questions about code and training #12

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asurada404 opened this issue May 18, 2020 · 2 comments
Open

some questions about code and training #12

asurada404 opened this issue May 18, 2020 · 2 comments

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@asurada404
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Q1: TOTAL_POINTS / 214669.0 in test/create_sdf.py(line 72)
Why did you divide the TOTAL_POINTS by 214669.0?
Is it because of the amount of GPU memory?
How did you get the number 214669.0?

Q2: How many epochs were trained when training the camera estimation and SDF estimation with ground true camera pose respectively?
Q3: How long does each epoch take when you training SDF estimation with ground true camera pose?
Thanks a lot^_^

@Xharlie
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Xharlie commented Aug 24, 2020

A1: it is about the memory, feel free to change.
A2,A3: it takes at least 80 epochs, i can't recall precisely.

@AlexsaseXie
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As you mentioned in ##3, it should be taking no more than 3 days to train. While I used a single 2080ti and trained for 3 days. I found the sdf loss stop dropping. But the final trained epoch count is only 23. Do you mean that I need to train more epochs to converge?

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