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run time #28

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infinite-pursuits opened this issue Jun 8, 2021 · 1 comment
Open

run time #28

infinite-pursuits opened this issue Jun 8, 2021 · 1 comment

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@infinite-pursuits
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how long does it take to run for cifar with nearly 100 testpoints, full 50k training points, recursion depth = 6000 & r = 10? also when i run this on a single gpu, i always get oom error. any work arounds for this?

@HosseinMA96
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HosseinMA96 commented Dec 19, 2022

For MobileNetV2 (3.4 M parameters), with recursion_depth = 1 and r_averaging = 1 it takes around 30 minutes on a single 3090 GPU for 50k CIFAR-10 images ... Very strange as on ReadMe it is stated it takes around 120s.
Setting depth = 100 and r > 10 would cause OOM for me.

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