[TVM Discuss] [Development/RFC] [RFC] Discuss TVM v0.7 Roadmap

2020-06-06 Thread caimogu via TVM Discuss
Hi, I fork the https://github.com/GaryYuyjl/incubator-tvm/tree/int4tensorcore for int4 computation with tensorcore. I found it cost too much time while packing int4 to int32 with cpu. So I write the pack progress into conv2d compute&schedule and get good results. But the packing data time sti

[TVM Discuss] [Development/RFC] [RFC][VTA] Support for Cloud Devices (OpenCL-compatible)

2020-06-06 Thread Thierry via TVM Discuss
Thank you @zhanghaohit, @remotego, @liangfu, @hjiang for the discussion. This is a great step forward for VTA. Having a story for PCI-E type FPGAs is highly needed and has been a little too overlooked lately, so I appreciate the solid RFC and the hard work. The TVM community looks forward to y

[TVM Discuss] [Development/RFC] [RFC][VTA] Support for Cloud Devices (OpenCL-compatible)

2020-06-06 Thread Thierry via TVM Discuss
Finally some lower level comments for @zhanghaohit and @remotego: - I agree with @liangfu that leveraging Chisel would be ideal in the spirit of minimizing the number of design sources. There is an initial scaffold of the Chisel design to work on F1 FPGAs, which @vegaluis can share with you.