[Roadmap] HeteroCL Roadmap v0.3 - Githubissues

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 v0.3 #113

Closed seanlatias closed 4 years ago

seanlatias commented 5 years ago

We welcome any suggestions.

General Improvement

[x] device placement
[x] add a pass to ML models
[ ] integrate with auto-tuning tools

Data Type

[x] C-like struct
[ ] arbitrary-precision floating points

Compute Customization

[ ] vectorization
[x] dataflow
[x] data streaming

Back-end Target

[ ] integrate PolySA
[ ] add back end for RTL codegen
[x] add OpenCL backend for Xilinx and Intel HLS