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Added dockerfile and sh script to install TFODAPI (TF v 1.15) on Azure Ubuntu 16.04 DSVM #6

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merged 8 commits into from Jan 22, 2020

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rosswin
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@rosswin rosswin commented Jan 22, 2020

I added two files that allow easy installation of TFODAPI w/ TF 1.15 on an Azure Ubuntu 16.04 DSVM. Both of the files are modified copies of the existing TFODAPI w/ TF 1.12 dockerfile and sh scripts.

I found that TF 1.15 is a much smoother experience. I was hitting memory errors on computationally expensive models using TF v1.2, even using batch sizes of 1 and small images. I haven't had any issues since making the switch to TF 1.15. My choice of TF 1.15 came from a lot of research, with many recommendations from issues such as this one.

This may not be super useful in the long run. I see that Azure has 18.04 DSVMs out for testing. Also, I read somewhere that TFODAPI will eventually move to TF 2.0. However, in the meantime, it may help someone!

@msftclas
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msftclas commented Jan 22, 2020

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All CLA requirements met.

@yangsiyu007
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Thank you @rosswin and also for making them separate from the existing ones! I'll try this out next time.

@yangsiyu007 yangsiyu007 merged commit 16a77a5 into microsoft:master Jan 22, 2020
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3 participants