Shunting Zhang

ORCID: 0009-0008-8370-5554
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About
Contact & Profiles
Research Areas
  • Aquatic Ecosystems and Phytoplankton Dynamics
  • Software Testing and Debugging Techniques
  • Heavy metals in environment
  • Soil and Water Nutrient Dynamics
  • Environmental Science and Water Management
  • Environmental Toxicology and Ecotoxicology
  • Software Engineering Research
  • Heavy Metal Exposure and Toxicity
  • Arsenic contamination and mitigation
  • Parallel Computing and Optimization Techniques
  • Phosphorus and nutrient management

Menlo School
2024

Hohai University
2022-2023

This paper introduces two extensions to the popular PyTorch machine learning framework, TorchDynamo and TorchInductor, which implement torch.compile feature released in 2. is a Python-level just-in-time (JIT) compiler that enables graph compilation programs without sacrificing flexibility of Python. It achieves this by dynamically modifying Python bytecode before execution extracting sequences operations into an FX graph, then JIT compiled using one many extensible backends. TorchInductor...

10.1145/3620665.3640366 article EN 2024-04-22
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