[Roadmap] HeteroCL Roadmap v0.4

cornell-zhang / heterocl

HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

https://cornell-zhang.github.io/heterocl/

Apache License 2.0

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[Roadmap] HeteroCL Roadmap v0.4 #189

Closed seanlatias closed 1 year ago

seanlatias commented 4 years ago

General Improvement

[ ] Prettify the error messages
[ ] Add more documentation
[ ] Integrate auto-tuning tools

Data Type

[ ] Introduce arbitrary-precision floating points
[ ] Extend current fixed points to support negative bitwidths

Memory

[ ] CPU simulation for data streaming
[ ] Introduce other memory interfaces (e.g., double buffers)
[ ] Improve hcl.reuse with padding and other features

Back End

[ ] Integrate with PolySA
[ ] Integrate with RTL IPs

chhzh123 commented 1 year ago

As we have released a new version of HeteroCL that entirely moves the compilation stack to MLIR, issues related to the original HalideIR flow will be closed.