ACT Lab |
Alternative Computing Technologies (ACT) Lab
Georgia Institute of Technology |
Tools |
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# | Name | Description | Language | Maintained by |
1 | AXGAMES |
Crowdsourced quality target determination framework for approximate computing | Python | Jongse Park |
2 | TABLA |
Accelerator generator for a class of machine learning algorithms | Python | Divya Mahajan and Joon Kim |
3 | FLEXJAVA |
Framework for automating approximate programming | Java | Jongse Park |
4 | Axilog |
Set of language annotations and automatic analysis for approximate hardware design | Python | Amir Yazdanbakhsh |
5 | NPiler |
NPU Compilation workflow | C++ / Python | Amir Yazdanbakhsh and Bradley Thwaites |
6 | DNNWEAVER |
Specialized Computing Stack For Accelerating Deep Neural Networks on FPGAs | Python / Verilog | Hardik Sharma |
7 | BIT FUSION |
Simulator and ISA specification for BitFusion | Python | Hardik Sharma |
Benchmarks |
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# | Name | Description | Language | Maintained by |
1 | AxBench |
Approximate computing benchmarks to evaluate approximation in software and hardware | C++ / Verilog | Amir Yazdanbakhsh and Bradley Thwaites |
Documents |
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# | Name | Title | Type | Maintained by |
1 | DaNA | Instruction Set Architecture To Facilitate In-RDBMS Acceleration of Advanced Analytics |
Divya Mahajan |