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rfc: support dynamic shape in graph api

Open wuxun-zhang opened this issue 2 years ago • 1 comments

Description

Add dynamic shape support into Graph API.

Rendered version: link

wuxun-zhang avatar Apr 12 '23 08:04 wuxun-zhang

Hi @xiang1guo, we'd need this API in public oneDNN to support generic dynamic shape supporting kernels in oneDNN Graph. We're fine with this initial implementation, but down the line, we would need a way to provide range information pertaining to possible input shapes.

For this API to be actually used, we'd need extensive op-coverage in backends, but backend support is orthogonal to this RFC.

sanchitintel avatar Nov 22 '23 01:11 sanchitintel