inductor

About this tag
The inductor tag on WindowsForum.com covers discussions about the PyTorch Inductor backend, particularly in the context of security vulnerabilities and performance issues. Recent content focuses on CVE-2025-55560, a Denial-of-Service vulnerability affecting PyTorch v2.7.0 when models using sparse-to-dense tensor operations are compiled with Inductor. Topics include the root cause, affected systems, verification steps, and mitigation strategies for Windows and cloud environments. The tag is relevant for developers and IT professionals working with PyTorch on Windows who need to understand and address Inductor-related issues.
  1. CVE-2025-55560 PyTorch DoS: Inductor Sparse to Dense Fix and Mitigation

    A newly assigned vulnerability, CVE-2025-55560, identifies a Denial‑of‑Service (DoS) condition in PyTorch v2.7.0 that can be triggered when a model uses torch.Tensor.to_sparse followed by torch.Tensor.to_dense and is compiled with the Inductor backend (torch.compile). The defect has been tracked...