heavydb VS mlir-aie

Compare heavydb vs mlir-aie and see what are their differences.

heavydb

HeavyDB (formerly OmniSciDB) (by heavyai)
GPU Database Olap Visualization SQL Machine Learning Interactive Real-time Mapd omnisci Llvm heavyai Cuda
Source Code
heavy.ai
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mlir-aie

An MLIR-based toolchain for AMD AI Engine-enabled devices. (by Xilinx)
Llvm mlir
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heavydb mlir-aie
1 1
2,902 223
0.3% 5.4%
8.4 9.8
about 1 month ago 5 days ago
C++ MLIR
Apache License 2.0 GNU General Public License v3.0 or later
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heavydb

Posts with mentions or reviews of heavydb. We have used some of these posts to build our list of alternatives and similar projects.

mlir-aie

Posts with mentions or reviews of mlir-aie. We have used some of these posts to build our list of alternatives and similar projects.
  • AMD Receives Approval for Acquisition of Xilinx
    1 project | news.ycombinator.com | 10 Feb 2022
    >come up with a "better" (performant, cheaper, easier to use, etc.) solution than GPUs for ML applications

    you probably are aware but Xilinx themselves is attempting this with their versal aie boards which (in spirit) similar to GPUs, in that they group together a programmable fabric of programmable SIMD type compute cores.

    https://www.xilinx.com/support/documentation/architecture-ma...

    i have not played with one but i've been told (by a xilinx person, so grain of salt) the flow from high-level representation to that arch is more open

    https://github.com/Xilinx/mlir-aie

What are some alternatives?

When comparing heavydb and mlir-aie you can also consider the following projects:

llvm8 - Statically recompiling CHIP8 to Windows and macOS using LLVM

torch-mlir - The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

vis_avs - MinGW GCC port of Advanced Visualization Studio for Winamp

circt - Circuit IR Compilers and Tools

SVF - Static Value-Flow Analysis Framework for Source Code

iree - A retargetable MLIR-based machine learning compiler and runtime toolkit.

llvm-string-obfuscator - LLVM String Obfuscator

ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform

bolt - 10x faster matrix and vector operations

concrete - Concrete: TFHE Compiler that converts python programs into FHE equivalent

llvm-bindings - LLVM bindings for Node.js/JavaScript/TypeScript

barebone-c - Eliminating the need for hand-crafted assembly in high-performance interpreters

heavydb vs llvm8 mlir-aie vs torch-mlir heavydb vs vis_avs mlir-aie vs circt heavydb vs SVF mlir-aie vs iree heavydb vs llvm-string-obfuscator mlir-aie vs ncnn heavydb vs bolt mlir-aie vs concrete heavydb vs llvm-bindings heavydb vs barebone-c