topic Re:Filter pruning w/ openVino21 in Intel® Distribution of OpenVINO™ Toolkit

Filter pruning w/ openVino21

timosy — Wed, 05 Oct 2022 06:11:46 GMT

, an expart kindly taught me how the structure pruning is activated with openVino-22.

I also would like to know hot it is activated with openVino-21. I checked similar page : https://www.intel.com/content/www/us/en/developer/articles/release-notes/openvino-relnotes-2021.html

But, I could not chatch what I want to know.

I just use "--transform=Pruning" as following openVino-22, but it is not available.

[ ERROR ] Can not apply Pruning transformations due to missing Inference Engine Python API

Would anuone tell me how it is activated with openVino-21?

Re:Filter pruning w/ openVino21

Zulkifli_Intel — Thu, 06 Oct 2022 03:24:52 GMT

Hello Timosy,

Thank you for reaching out to us.

The parameter --transform=Pruning is not available in OpenVINO 2021. The new pruning transformation is available and can be applied starting with OpenVINO 2022. See Release Notes for detail.

Sincerely,

Zulkifli

Re: Re:Filter pruning w/ openVino21

timosy — Tue, 11 Oct 2022 00:47:48 GMT

Thnak for your comment.

The comment above means the "filter pruninng" method is not available in openVino-21?

Re:Filter pruning w/ openVino21

Zulkifli_Intel — Tue, 11 Oct 2022 04:03:55 GMT

Hello Timosy,

The Filter pruning compression algorithm is available in OpenVINO 2021, and the "pruning" option in MO parameter --transform is enabled in OpenVINO 2022 release.

Sincerely,

Zulkifli

Re: Re:Filter pruning w/ openVino21

timosy — Tue, 11 Oct 2022 10:01:48 GMT

Thanks your comment.

To activate the structure pruning, I need to use the framework of openVino22.

It means inference engine of openVino22 only is available.

It means inference engine of openVino21 is not available.

My understanding is correct?

Re:Filter pruning w/ openVino21

Zulkifli_Intel — Tue, 11 Oct 2022 14:42:09 GMT

Hi Timosy,

Yes, In order to use the new pruning transformation you need to upgrade to the latest OpenVINO Release (2022.2). The description of pruning transformation in MO help can be found in this PR#13121.

Sincerely,

Zulkifli

Re: Re:Filter pruning w/ openVino21

timosy — Wed, 12 Oct 2022 08:52:57 GMT

Thank you for the reply!

Re:Filter pruning w/ openVino21

Zulkifli_Intel — Thu, 13 Oct 2022 03:30:29 GMT

Hi Timosy,

Thank you for your question. If you need any additional information from Intel, please submit a new question as this thread is no longer being monitored.

Sincerely,

Zulkifli