Cornell Zhang Research Group

All

31 repositories

allo
Public
Allo: A Programming Model for Composable Accelerator Design
asic fpga compiler hardware dsl adl high-level-synthesis fpga-programming
Python
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Apache License 2.0
•28•145•26•2•Updated Nov 13, 2024Nov 13, 2024
UniSparse
Public
Code base for OOPSLA'24 paper: UniSparse: An Intermediate Language for General Sparse Format Customization
MLIR
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Apache License 2.0
•0•28•4•0•Updated Nov 12, 2024Nov 12, 2024
HiSparse
Public
High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS
open-source-hardware high-level-synthesis fpga-programming sparse-linear-algebra
C++
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BSD 3-Clause "New" or "Revised" License
•11•79•0•1•Updated Sep 27, 2024Sep 27, 2024
hcl-dialect
Public
HeteroCL-MLIR dialect for accelerator design
fpga compiler intermediate-representation open-source-hardware high-level-synthesis fpga-programming
C++
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Other
•17•40•25•3•Updated Sep 18, 2024Sep 18, 2024
HOGA
Public
Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits
logic-synthesis distributed-training electronic-design-automation graph-learning graph-transformer
Python
•
BSD 3-Clause "New" or "Revised" License
•2•22•1•0•Updated Aug 25, 2024Aug 25, 2024
llm-datatypes
Public
Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
Python
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Apache License 2.0
•2•24•0•0•Updated Jun 25, 2024Jun 25, 2024
svpp
Public
Mixing HLS and Backend Versions in Vitis
C++
•2•3•0•0•Updated May 23, 2024May 23, 2024
heterocl
Public
HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing
python fpga compiler dsl high-level-synthesis accelerators fpga-programming
Python
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Apache License 2.0
•92•326•89•12•Updated Apr 20, 2024Apr 20, 2024
allo-pldi24-artifact
Public
Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"
VHDL
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Apache License 2.0
•1•15•0•0•Updated Apr 11, 2024Apr 11, 2024
Polynormer
Public
Polynormer: Polynomial-Expressive Graph Transformer in Linear Time
graph-neural-network graph-transfomer linear-transformer homophilic-and-heterophilic-graphs polynomial-network
Python
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BSD 3-Clause "New" or "Revised" License
•1•36•1•0•Updated Apr 6, 2024Apr 6, 2024
rosetta
Public
Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs
C++
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BSD 3-Clause "New" or "Revised" License
•38•158•1•1•Updated Nov 7, 2023Nov 7, 2023
GARNET
Public
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks
graphical-lasso spectral-methods adversarial-defense graph-neural-networks
Python
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BSD 3-Clause "New" or "Revised" License
•1•35•1•0•Updated Oct 1, 2023Oct 1, 2023
GraphLily
Public
A graph linear algebra overlay
graph-processing open-source-hardware high-level-synthesis fpga-programming
C++
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BSD 3-Clause "New" or "Revised" License
•2•49•0•0•Updated Apr 26, 2023Apr 26, 2023
GraphZoom
Public
GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding
graph-learning
Python
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BSD 3-Clause "New" or "Revised" License
•15•113•4•2•Updated Mar 24, 2023Mar 24, 2023
bsg_bladerunner
Public
Meta-Repository for Bespoke Silicon Group's Manycore Architecture (A.K.A HammerBlade)
C++
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BSD 3-Clause "New" or "Revised" License
•19•8•0•0•Updated Aug 4, 2022Aug 4, 2022
RapidStream
Public
[FPGA 2022, Best Paper Award] Parallel placement and routing of Vivado HLS dataflow designs.
Python
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MIT License
•18•3•0•0•Updated Jun 13, 2022Jun 13, 2022
pokebnn
Public
JAX quantization library used for PokeBNN project
Python
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Apache License 2.0
•27•6•0•0•Updated May 16, 2022May 16, 2022
SPADE
Public
Python
•3•11•0•0•Updated Oct 28, 2021Oct 28, 2021
Dagger
Public
HW/SW co-designed end-host RPC stack
Verilog
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MIT License
•6•7•0•0•Updated Oct 14, 2021Oct 14, 2021
FracBNN
Public
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations
Python
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BSD 3-Clause "New" or "Revised" License
•21•87•4•0•Updated Oct 2, 2021Oct 2, 2021
uptune
Public
A Generic Distributed Auto-Tuning Infrastructure
python distributed-systems cpp heuristics auto-tuning
Python
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BSD 3-Clause "New" or "Revised" License
•2•21•0•0•Updated Jul 29, 2021Jul 29, 2021
tutorial-fccm21
Public
HTML
•0•6•0•0•Updated Jul 23, 2021Jul 23, 2021
FeatGraph
Public
Python
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Apache License 2.0
•10•6•0•0•Updated Jun 16, 2021Jun 16, 2021
GLAIVE
Public
Graph-learning assisted instruction vulnerability estimation published in DATE 2020
C++
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BSD 3-Clause "New" or "Revised" License
•0•13•0•0•Updated Dec 6, 2020Dec 6, 2020
bnn-fpga
Public
Binarized Convolutional Neural Networks on Software-Programmable FPGAs
C
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BSD 3-Clause "New" or "Revised" License
•112•302•2•0•Updated Nov 16, 2020Nov 16, 2020
facedetect-fpga
Public
C++
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BSD 3-Clause "New" or "Revised" License
•34•45•3•0•Updated Mar 21, 2020Mar 21, 2020
dnn-quant-ocs
Public
DNN quantization with outlier channel splitting
Python
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Apache License 2.0
•18•112•2•0•Updated Mar 21, 2020Mar 21, 2020
dnn-gating
Public
Conditional channel- and precision-pruning on neural networks
Python
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BSD 3-Clause "New" or "Revised" License
•13•72•3•0•Updated Mar 4, 2020Mar 4, 2020
quickest
Public
QuickEst repository: Quick Estimation of Quality of Results
Python
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BSD 3-Clause "New" or "Revised" License
•7•26•0•0•Updated Oct 23, 2018Oct 23, 2018
datuner
Public
DATuner Repository
LLVM
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BSD 3-Clause "New" or "Revised" License
•3•18•9•0•Updated Sep 9, 2018Sep 9, 2018