tqchen opened a new pull request, #654:
URL: https://github.com/apache/tvm-ffi/pull/654

   ## Rationale
   
   The Python test suite runs serially today. Running it in parallel with
   `pytest-xdist` (`-n auto`) across multiple worker processes cuts wall-clock
   time substantially. The one obstacle is the single machine-local GPU: tests
   that execute device work cannot run concurrently on it safely.
   
   ## Changes
   
   - Add a `tvm_ffi.testing.run_with_gpu_lock` helper that serializes device 
work
     through an advisory file lock shared across all worker processes (built on
     `tvm_ffi.utils.FileLock`). The lock lives under the system temp dir by
     default and can be redirected with the `TVM_FFI_TEST_LOCK_DIR` environment
     variable.
   - Wrap the device-executing regions of the GPU-touching tests with the helper
     so they serialize on the shared lock, while source compilation stays 
outside
     the lock and continues to run in parallel.
   - Add `pytest-xdist` to the `test` dependency group and enable `-n auto` via
     `addopts`. Pass `-n0` to opt out of parallelism.


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