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Published August 3, 2025 | Version 1.0.0
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Artifact of TAIDL: Tensor Accelerator ISA Definition Language with Auto-generation of Scalable Test Oracles

Authors/Creators

  • 1. ROR icon University of Illinois Urbana-Champaign

Description

This is the artifact for our paper "TAIDL: Tensor Accelerator ISA Definition Language with Auto-generation of Scalable Test Oracles". In our paper, we present an ISA specification language for tensor accelerators and auto-generated test oracles (a.k.a. functional simulators).

This artifact consists of TAIDL source code and the necessary scripts to reproduce the evaluation results. To facilitate artifact evaluation, we have automated the entire environment setup and experimental processes as part of Docker images. Our evaluation results were collected using Intel Xeon Platinum 8358 CPU and NVIDIA A100 GPU. We recommend using a machine with an Intel CPU and an NVIDIA GPU to benchmark TAIDL-TO and its baselines. Reproducing all simulation statistics takes approximately 30-45 minutes.

Files

README.md

Files (18.1 MB)

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Additional details

Software

Repository URL
https://github.com/ADAPT-uiuc/taidl-artifact-micro25