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Leveraging the VTA-TVM Hardware-Software Stack for FPGA Acceleration of 8-bit ResNet-18 Inference

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Authors: Thierry Moreau, Tianqi Chen, Luis Ceze
Where published: ReQuEST-ASPLOS'18
Document:  DOI 
Artifact evaluated - functional: ✔
Results replicated: ✔
Artifact in the open CK format: Link to the development version
Artifact DOI: Link
Artifact development version: GitHub
Unified artifact appendix and reproducibility checklist: Link
Portable workflows:
Reproduced results: https://github.com/ctuning/ck-request-asplos18-results-resnet-tvm-fpga
Standard reproducibility and reusability badges:
  • Artifact functional
  • Results replicated
  • Portable workflow framework used
Methodology to reproduce results: Link
Results dashboard: Link

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