[apache/incubator-tvm] [COMMUNITY] @liangfu -> committer (#5460)

2020-04-27 Thread Thierry Moreau
Please join us to welcome @liangfu as a committer. He has helped maintain much of the Chisel codebase for VTA and notably has brought support to Intel FPGAs. More recently he contributed by adding a MISRA-C compliant lightweight runtime for micro-controllers. He also built early support for spar

[TVM Discuss] [Development/RFC] [IR] Unified TVM IR Infra

2020-04-27 Thread Xqdan via TVM Discuss
@tqchen do we have abstractions in TVM’s unfied IR infra? 1, multi-stage ir for relay::Function: ``` c = IRModule A(a, b){ a = a + 1; b = b + 1; return a+b; } e = IRModule B(c, d){ c = c + 1; d = d + 1; return c+d; } ``` With this abstraction, we can express complex/big ops with l

[TVM Discuss] [Development] [VTA] A Workaround for Argsort Strategy on VTA

2020-04-27 Thread hht via TVM Discuss
Hi, these days I have been working on deploying Faster R-CNN on VTA. Thanks to the versatility of schedule https://discuss.tvm.ai/t/topi-using-x86-schedules-for-arm-conv2d/6365/10?u=hht. Most llvm op strategy can be used on VTA. But using generic argsort strategy on VTA has a small problem, I

[TVM Discuss] [Development/RFC] [RFC] Search-based Automated Quantization

2020-04-27 Thread Animesh Jain via TVM Discuss
Ping @ziheng, I was wondering if you are pursuing this direction and have any update. --- [Visit Topic](https://discuss.tvm.ai/t/rfc-search-based-automated-quantization/5483/18) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [

[TVM Discuss] [Development/RFC] Pure WebAssembly support

2020-04-27 Thread Morita Kazutaka via TVM Discuss
I'm interested in WebAssembly as a next generation of portable and secure binary images, which can run anywhere and be deployed on, e.g., [Krustlet](https://github.com/deislabs/krustlet). Pure WASM support without a JavaScript layer looks like the area where other DL frameworks haven't worked