[Apache TVM Discuss] [Questions] How to add my custom Relay node to pattern matcher? [EthosU example]

2021-11-24 Thread Lily Orth-Smith via Apache TVM Discuss
I'm also a bit confused about your question, can you clarify what custom_relay_op_3 is, and its relationship to custom_relay_op_1 and custom_relay_op_2? --- [Visit Topic](https://discuss.tvm.apache.org/t/how-to-add-my-custom-relay-node-to-pattern-matcher-ethosu-example/11498/6) to respon

[Apache TVM Discuss] [Questions] [Tensor array] Performance of tensor array in tvm is poor than tf

2021-08-05 Thread Lily Orth-Smith via Apache TVM Discuss
Like @masahi said, I don't think there's a short term fix for this. In the long term, though (hopefully next 6-8 months), we are working on redesigning parts of Relay, and will be fixing this as part of that work. --- [Visit Topic](https://discuss.tvm.apache.org/t/tensor-array-performance

[Apache TVM Discuss] [Questions] [Quantization] How to add new quantization method for TVM

2020-11-03 Thread Lily Orth-Smith via Apache TVM Discuss
I am working on the new quantization framework right now -- it is currently in progress. Our rough timeline is an RFC in three weeks to a month from now, and then upstreaming the finalized quantization framework in the two weeks after that. It would be great to get your feedback on the final

[Apache TVM Discuss] [Questions] FoldConstant doesn't fold two consecutive add

2020-10-09 Thread Lily Orth-Smith via Apache TVM Discuss
If I understand your question, you want the two adds to fuse into one add. To do this, I would try using the FuseOps pass after FoldConstant and FoldScaleAxis. (Without seeing more of the program, I can't tell what your two adds are adding -- can you post an excerpt of the relay program here a