GSoC - NNCF Quantization Analytics Tool

[DaniAffCH]

Hi, I'm Daniele, a student interested in contributing to openvino.
I plan to apply to GSoC24 and I've been particularly attracted by the proposed project "NNCF Quantization Analytics Tool".
As per the Prerequisite Task section, I am required to fulfill a GFI. Could you please suggest me if there is a specific GFI task available that is directly related to the project?
Thank you in advance @alexsu52 @andrey-churkin

[Om-Doiphode]

Hi @alexsu52, @andrey-churkin, I am Om Doiphode, a third-year undergraduate in Computer Engineering at Veermata Jijabai Technological Institute (VJTI), Mumbai, India. I would like to work on the project NNCF Quantization Analytics Tool. Currently, I am an ML intern at an AI startup in Sunnyvale, California. Can you please guide me further on this project? Thanks!

[alexsu52]

Hi @Om-Doiphode! You should start with Prerequisite Task. Unfortunately, all NNCF GFI issues already assigned, please, stay tune or take any another task form the board.

[alexsu52]

Hi, I'm Daniele, a student interested in contributing to openvino. I plan to apply to GSoC24 and I've been particularly attracted by the proposed project "NNCF Quantization Analytics Tool". As per the Prerequisite Task section, I am required to fulfill a GFI. Could you please suggest me if there is a specific GFI task available that is directly related to the project? Thank you in advance @alexsu52 @andrey-churkin

Hi @DaniAffCH! Thank you for your interest in the project. @andrey-churkin, could you submit GFI for @DaniAffCH?

[andrey-churkin]

@DaniAffCH Please take the following issue openvinotoolkit/nncf#2552

[DaniAffCH]

Thank you! @andrey-churkin

[Viditagarwal7479]

Hi @alexsu52 a d @andrey-churkin I am also interested in "NNCF Quantization Analytics Tool" and was about to submit a same discussion thread as this, but thought to go through the ones already submitted and found this (really surprised). Can you please suggest me also a specific GFI task that is related to the project?

[alexsu52]

Hi @Viditagarwal7479! Thank you for your interest in the project. As I see, one GFI openvinotoolkit/nncf#2564 is not assign right now, you can take. I'm sure that this is good Prerequisite Task for the submission.

[Viditagarwal7479]

Thank you @alexsu52 ^^

[Viditagarwal7479]

Hey @alexsu52, I have created my PR corresponding to the above GFI. In the meantime, it gets reviewed, would you like to suggest some tasks which might increase my chances for this project?

[zhuo-yoyowz]

@alexsu52 Please help review the PR and provide further suggestions. Thanks!

[andrey-churkin]

@Viditagarwal7479 Hi, you already have an assigned reviewer. It would be best to concentrate on the comments provided by this reviewer. Also, please keep track and feel free to take GFI that you would like more. I think it helps you get more familiar with NNCF. Please let me know if you have questions. Thanks!

[alexsu52]

Hey @alexsu52, I have created my PR corresponding to the above GFI. In the meantime, it gets reviewed, would you like to suggest some tasks which might increase my chances for this project?

I would recommend taking a look at the quantization algorithm from NNCF because we will be using it in the GSoC task. This will also help you create more better proposal.

[alexsu52]

@alexsu52 Please help review the PR and provide further suggestions. Thanks!

Could you share the link to the PR?