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Generate the new data_img.h5 from prepro_img_pool5.lua #12
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Hi @loripandka , you can find |
Thank you @interritus1996! I see that the size of the file is 46GB. The previous file was just 1,9 GB. Is this file size correct? If yes, does the new model require higher hardware specs in order to be executed because I'm concerned about my limited resources? I have executed the first model on an NVidia Jetson TX1 (4GB RAM) by lowering batch size because otherwise I would get segfault. Thank you |
Hi @loripandka , I think you will be able to use this model on your GPU. I ran the code using |
@interritus1996 I downloaded and tested it. It seems to work fine. Thanks for the help :) |
Hello @interritus1996. I was using the old hdf5 file when referring to my previous response, but now that I'm using the correct hdf5 file "data_img_pool5.h5" I'm getting the following error although I'm testing with different parameters and setting them to the minimum value like "
Do you have any idea how to solve this issue? On NVidia Jetson TX1 it is impossible to increase RAM. Thanks |
Unfortunately, you won't be able to load |
Is there a way to load the file partially into RAM? |
Although it's beyond the scope of this codebase, an alternative to pre-extracting and loading image features would be to plug in the CNN during training and do a forward pass from images through the CNN through the VisDial model. That would require significantly lesser memory but will take longer to train. |
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Hi..Above link require permission..Can you share data_img.h5 file with me? |
Hi. The new data_img.h5 file generated from prepro_img_pool5.lua seems to be missing. Please could you upload it? I have limited computational resources and cannot generate it myself.
Thank you in advance.
Lori
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