torch-mlir
circt
| torch-mlir | circt | |
|---|---|---|
| 3 | 6 | |
| 1,186 | 1,520 | |
| 4.1% | 2.1% | |
| 9.8 | 9.9 | |
| 3 days ago | 6 days ago | |
| C++ | C++ | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
torch-mlir
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Pytorch with AMD Radeon RX 6950 XT GPU: Is it possible on Windows 11?
You're best option is to use torchmlir : https://github.com/llvm/torch-mlir
- Abstract machine implementation for modern functional language.
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Can julia be used in embedded devices replacing C?
The only real obstacle I see is what chris mentioned about some devices only having a C compiler...but then there's this: https://github.com/llvm/mlir-npcomp/blob/f339c258ba7d1d3798a84a614cca0ee622d2d2c6/docs/features.md
circt
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Ask HN: How to get a job as a compiler engineer?
MLIR (https://mlir.llvm.org/) is a quickly growing compiler toolkit which attempts to synthesize the learnings of LLVM and currently powers compilers for programming languages, machine learning and circuit design (https://github.com/llvm/circt). and there are a ton of companies with real employees working on it (including Microsoft) and MLIR is at the core of Chris Lattner’s new company, ModularAI. I’d recommend taking a look at it, there are a large number of ways to get involved and a number of paths from contributor to employee.
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Rapid Open Hardware Development (ROHD) Framework by Intel
Might be good to target the CIRCT infrastructure at some point.
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TSMC eyes Germany for first European chip production plant
Even small optimizations like removing unused pins from internal modules are often times opposed.
Chris Lattner and others are currently working on an "industry" version of firrtl as part of the CIRCT hardware compiler framework: https://github.com/llvm/circt
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Chisel/Firrtl Hardware Compiler Framework
Did you see the work being done on CIRCT? https://github.com/llvm/circt
I remember one of the reasons you did not want to use firrtl was that its compiler is implemented in Scala and thus hard to integrate into other projexts. CIRCT will solve that problem by providing a firrtl compiler implemented in C++. Other languages like Verilog/VHDL and new high level languages for HLS-like designs are also on the todo list.
- Julia Receives DARPA Award to Accelerate Electronics Simulation by 1,000x
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VHDL backend
Relevant: https://github.com/llvm/circt
What are some alternatives?
iree - A retargetable MLIR-based machine learning compiler and runtime toolkit.
SpinalHDL - Scala based HDL
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
chisel - Chisel: A Modern Hardware Design Language
mlir-aie - An MLIR-based toolchain for AMD AI Engine-enabled devices.
hdlConvertor - Fast Verilog/VHDL parser preprocessor and code generator for C++/Python based on ANTLR4
HVM - A massively parallel, optimal functional runtime in Rust
V8 - The official mirror of the V8 Git repository
cocotb - cocotb, a coroutine based cosimulation library for writing VHDL and Verilog testbenches in Python
coalton - Coalton is an efficient, statically typed functional programming language that supercharges Common Lisp.
amaranth - A modern hardware definition language and toolchain based on Python