You are viewing a plain text version of this content. The canonical link for it is here.
Posted to discuss-archive@tvm.apache.org by asdlalala via Apache TVM Discuss <no...@discuss.tvm.ai> on 2020/09/14 06:37:28 UTC

[Apache TVM Discuss] [Questions] Is there any support for auto tuning symbolic shape operations?


Hi, I wonder whether current autoTVM supports auto tuning for operations with dynamic shape ? Are there any tutorials?





---
[Visit Topic](https://discuss.tvm.apache.org/t/is-there-any-support-for-auto-tuning-symbolic-shape-operations/7889/1) to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/42b9407f289b8b7d54bf7eb0e268a701a8af520929597dcb617af1612c4e4850).

[Apache TVM Discuss] [Questions] Is there any support for auto tuning symbolic shape operations?

Posted by asdlalala via Apache TVM Discuss <no...@discuss.tvm.ai>.

Thanks for answering! By the way, can we schedule operations with variable tensor shapes as we can do with static tensor shapes? Say, bind or split a given axis at certain stage. I am trying to set up scheduling process by hand written scheduling template, but I cannot figure out how to perform those scheduling primitives for operations in "relay.nn" since I am using "Any" to create variable shaped buffers. Thanks a lot!





---
[Visit Topic](https://discuss.tvm.apache.org/t/is-there-any-support-for-auto-tuning-symbolic-shape-operations/7889/3) to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/93c7a70d273d70de8d798e428426f635a78c6808f9e0de5a8637e489e6664133).

[Apache TVM Discuss] [Questions] Is there any support for auto tuning symbolic shape operations?

Posted by Junru Shao via Apache TVM Discuss <no...@discuss.tvm.ai>.

Yeah. We didn't do auto tuning on symbolic shape yet, but scheduling symbolic shape operators is well supported





---
[Visit Topic](https://discuss.tvm.apache.org/t/is-there-any-support-for-auto-tuning-symbolic-shape-operations/7889/5) to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/7751f0d7d89c2c6a3cd8b35893394ec25d231afa411df4c8f24df295eb1e2379).

[Apache TVM Discuss] [Questions] Is there any support for auto tuning symbolic shape operations?

Posted by asdlalala via Apache TVM Discuss <no...@discuss.tvm.ai>.

I find "te.var" could solve my problem. Thanks a lot!





---
[Visit Topic](https://discuss.tvm.apache.org/t/is-there-any-support-for-auto-tuning-symbolic-shape-operations/7889/4) to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/1ee34b0780fe3d3b962cdfe59ef3beb884b474a6641563d4726450a78c1b5011).

[Apache TVM Discuss] [Questions] Is there any support for auto tuning symbolic shape operations?

Posted by "Cody H. Yu via Apache TVM Discuss" <no...@discuss.tvm.ai>.

No it’s not supported yet at least in the upstream. Although we’ve been talking this for a while, we haven’t really got a chance to make a concrete plan.





---
[Visit Topic](https://discuss.tvm.apache.org/t/is-there-any-support-for-auto-tuning-symbolic-shape-operations/7889/2) to respond.

You are receiving this because you enabled mailing list mode.

To unsubscribe from these emails, [click here](https://discuss.tvm.apache.org/email/unsubscribe/061384013f7d3973ab5e3ad599042923953a6e5307d2243c79d903a48c57f6f0).