Implement stateful inference session timeout #3263
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mreso
approved these changes
Jul 23, 2024
Co-authored-by: Matthias Reso <13337103+mreso@users.noreply.github.com>
Co-authored-by: Matthias Reso <13337103+mreso@users.noreply.github.com>
Co-authored-by: Matthias Reso <13337103+mreso@users.noreply.github.com>
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Description
Add support for session timeout for stateful inference.
sequenceTimeoutMSec: the max duration in milliseconds of a sequence inference request of this stateful model. The default value is 0 (ie. there is effectively no sequence timeout and the sequence does not expire). TorchServe does not process a new inference request if the sequence timeout is exceeded.Type of change
Feature/Issue validation/testing
test/pytest/test_example_stateful_sequence_continuous_batching_http.py::test_infer_stateful_idle_timeouttest/pytest/test_example_stateful_sequence_continuous_batching_http.py::test_infer_stateful_session_timeout