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cost of CRNN #29

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Aiiiiii opened this issue Jun 21, 2020 · 2 comments
Open

cost of CRNN #29

Aiiiiii opened this issue Jun 21, 2020 · 2 comments

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@Aiiiiii
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Aiiiiii commented Jun 21, 2020

Hi, I've changed to my own dataset and using the same architecture of your CRNN. For training ONE EPOCH it tales around 30mins, which is incredible long. I used the same dataloader, the image size it 200*200, CNN part is customised as a very basic two layered one. Do you have any suggestions? Thanks!
@MounirB
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MounirB commented Jun 22, 2020

Can you tell us about the size of your dataset ? What kind of GPU are you using ?

@Aiiiiii
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Aiiiiii commented Jun 22, 2020

Can you tell us about the size of your dataset ? What kind of GPU are you using ?

My dataset has 217,407 instances, 6 frames per video, each frame is 240*240. I am using a TITAN V.

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@MounirB @Aiiiiii