[Apache TVM Discuss] [Development/RFC] Add some new tensorflow ops

2020-10-22 Thread masahi via Apache TVM Discuss
Thanks, yeah I also remember `te.scan` only supports scanning along the first axis. I think `te.extern` is good as a first step. --- [Visit Topic](https://discuss.tvm.apache.org/t/add-some-new-tensorflow-ops/8217/7) to respond. You are receiving this because you enabled mailing list mode

Re: [apache/incubator-tvm] [RFC] Dynamic Shape Support - Graph Dispatching (#4118)

2020-10-22 Thread Tianming Xu
How is this RFC going ? Are there any following pull requests? -- You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub: https://github.com/apache/incubator-tvm/issues/4118#issuecomment-714889811

[Apache TVM Discuss] [Development/RFC] Add some new tensorflow ops

2020-10-22 Thread Alter Xp via Apache TVM Discuss
We have tried using te.scan and te.compute to implement cumsum. But it seems that there is no way to use the same formula to adapt to all situations. Finally, we implement it with te.extern. --- [Visit Topic](https://discuss.tvm.apache.org/t/add-some-new-tensorflow-ops/8217/6) to respond

[Apache TVM Discuss] [Development/RFC] Add some new tensorflow ops

2020-10-22 Thread Alter Xp via Apache TVM Discuss
I'll make them down into several prs, than send them directly. Thank you. --- [Visit Topic](https://discuss.tvm.apache.org/t/add-some-new-tensorflow-ops/8217/5) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https

[Apache TVM Discuss] [Development] Quantized models and legalization pass

2020-10-22 Thread Giuseppe Rossini via Apache TVM Discuss
cc @anijain2305 @ramana-arm @FrozenGene (we had this discussion before) --- [Visit Topic](https://discuss.tvm.apache.org/t/quantized-models-and-legalization-pass/8253/2) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click he

[Apache TVM Discuss] [Development] Quantized models and legalization pass

2020-10-22 Thread Giuseppe Rossini via Apache TVM Discuss
Hi all, I am trying to improve quantized performance for memory bound operators (e.g., depthwise or 1x1 convolutions with small shapes). ### Bottom line question Is there any way we can know the strategy picked by the autotuner during the legalization pass of a quantized convolution (qnn.co

[Apache TVM Discuss] [Development] Pointer type checking on buffer var breaks buffer type casting

2020-10-22 Thread Krzysztof Parzyszek via Apache TVM Discuss
We are catching up on upstream development in our local repo, and we ran into an issue: pointer annotation on buffer variables blocks buffer type casting. See https://discuss.tvm.apache.org/t/type-casting-a-buffer/4035 for more details. In short, given a buffer of one data type, we want to

Re: [apache/incubator-tvm] [COMMUNITY] junrushao1994 -> committer (#6719)

2020-10-22 Thread Tianqi Chen
Merged #6719 into main. -- You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub: https://github.com/apache/incubator-tvm/pull/6719#event-3910196704

[Apache TVM Discuss] [Development/RFC] [RFC] Add Tensorflow custom op to embed TVM runtime in TensorFlow graph and session

2020-10-22 Thread Cuiqing Li via Apache TVM Discuss
Is there some code examples for this topic? --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-add-tensorflow-custom-op-to-embed-tvm-runtime-in-tensorflow-graph-and-session/4601/14) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these em

[Apache TVM Discuss] [Development/RFC] Add some new tensorflow ops

2020-10-22 Thread masahi via Apache TVM Discuss
I'm curious, how did you implement cumsum? I also wanted cumsum op a while back, but for me it was not clear how it can be implemented efficiently in TVM. --- [Visit Topic](https://discuss.tvm.apache.org/t/add-some-new-tensorflow-ops/8217/4) to respond. You are receiving this because you

[Apache TVM Discuss] [Development/RFC] Add some new tensorflow ops

2020-10-22 Thread Zhao Wu via Apache TVM Discuss
I think we could just send pr directly. Of course, we could make them be several prs, not one big pr. --- [Visit Topic](https://discuss.tvm.apache.org/t/add-some-new-tensorflow-ops/8217/3) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from thes