Issues

• torchnative.compile: hook-free Dynamo compilation and model.to(device.npu) integration

  thisisthepy/torchnative#211 · Filter by author b-re-w opened on Nov 7, 2026

• torch._C._functions.DelayedError and compile-scoped FakeTensor is_leaf relaxation

  thisisthepy/torchnative#210 · Filter by author b-re-w opened on Nov 7, 2026

• torch._C shim fills for Dynamo tracing: TensorBase members, functorch/autograd stubs, DisableTorchFunction, _dispatch_keys

  thisisthepy/torchnative#209 · Filter by author b-re-w opened on Nov 7, 2026

• torch._C._dynamo.guards: pure-Python guard manager with per-leaf and per-accessor unit tests

  thisisthepy/torchnative#207 · Filter by author b-re-w opened on Nov 7, 2026

• Remove the ExecuTorch / .pte QNN lowering path and its CI

  thisisthepy/torchnative#190 · Filter by author b-re-w opened on Nov 7, 2026

• doublebackward: x86_64 Linux shim exceeds derived tolerance on params

  thisisthepy/torchnative#150 · Filter by author b-re-w opened on Oct 25, 2026

• Gemstone measurements on the continuous-batching path (split from #15)

  thisisthepy/torchnative#146 · Filter by author b-re-w opened on Oct 25, 2026

• test_gloopin: unpinned-child test is red on this Mac (environment)

  thisisthepy/torchnative#132 · Filter by author b-re-w opened on Oct 25, 2026

• Unstable sort/topk tie order on Linux (libstdc++) and Windows (MSVC STL) differs from that platform's upstream

  thisisthepy/torchnative#81 · Filter by author b-re-w opened on Oct 5, 2026
  2

• Graph capture as build-time fusion for TypedPython kernels (dynamic shapes, in-place KV)

  thisisthepy/torchnative#68 · Filter by author b-re-w opened on Oct 4, 2026

• Build torchnative with pypackpack: move setup.py/pyproject to ppp's mixed Cargo backend

  thisisthepy/torchnative#53 · Filter by author b-re-w opened on Oct 3, 2026 · TN-M3 After the usable release

• Release 0.1.0b5: path, bundle, pre-release and date (user decisions)

  thisisthepy/torchnative#47 · Filter by author b-re-w opened on Oct 3, 2026 · TN-M2 Serving path usable on cpu and mps

• Qwen3 1.7B and 4B: the #23 agreement tests at the larger sizes

  thisisthepy/torchnative#37 · Filter by author b-re-w opened on Oct 3, 2026 · TN-M2 Serving path usable on cpu and mps

• Q4_K writer differs from llama.cpp and loses ~0.3 points of reconstruction error

  thisisthepy/torchnative#27 · Filter by author b-re-w opened on Oct 2, 2026 · TN-M2b Q4 and GGUF

• On-device verification of the NPU back ends

  thisisthepy/torchnative#21 · Filter by author b-re-w opened on Oct 2, 2026 · TN-M3 After the usable release
  1

• S6.7: secure aggregation, differential privacy and participant selection

  thisisthepy/torchnative#20 · Filter by author b-re-w opened on Oct 2, 2026 · TN-M3 After the usable release

• Q4 quality measured against upstream

  thisisthepy/torchnative#16 · Filter by author b-re-w opened on Oct 2, 2026 · TN-M2b Q4 and GGUF
  1

• Record the milestones in PROJECT.md

  thisisthepy/torchnative#12 · Filter by author b-re-w opened on Oct 2, 2026 · TN-M1 Engine base