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92 lines
2.4 KiB
92 lines
2.4 KiB
5 months ago
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r"""This package adds support for NVIDIA Tools Extension (NVTX) used in profiling."""
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from contextlib import contextmanager
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try:
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from torch._C import _nvtx
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except ImportError:
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class _NVTXStub:
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@staticmethod
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def _fail(*args, **kwargs):
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raise RuntimeError(
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"NVTX functions not installed. Are you sure you have a CUDA build?"
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)
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rangePushA = _fail
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rangePop = _fail
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markA = _fail
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_nvtx = _NVTXStub() # type: ignore[assignment]
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__all__ = ["range_push", "range_pop", "range_start", "range_end", "mark", "range"]
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def range_push(msg):
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"""
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Push a range onto a stack of nested range span. Returns zero-based depth of the range that is started.
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Args:
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msg (str): ASCII message to associate with range
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"""
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return _nvtx.rangePushA(msg)
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def range_pop():
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"""Pop a range off of a stack of nested range spans. Returns the zero-based depth of the range that is ended."""
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return _nvtx.rangePop()
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def range_start(msg) -> int:
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"""
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Mark the start of a range with string message. It returns an unique handle
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for this range to pass to the corresponding call to rangeEnd().
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A key difference between this and range_push/range_pop is that the
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range_start/range_end version supports range across threads (start on one
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thread and end on another thread).
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Returns: A range handle (uint64_t) that can be passed to range_end().
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Args:
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msg (str): ASCII message to associate with the range.
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"""
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return _nvtx.rangeStartA(msg)
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def range_end(range_id) -> None:
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"""
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Mark the end of a range for a given range_id.
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Args:
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range_id (int): an unique handle for the start range.
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"""
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_nvtx.rangeEnd(range_id)
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def mark(msg):
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"""
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Describe an instantaneous event that occurred at some point.
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Args:
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msg (str): ASCII message to associate with the event.
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"""
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return _nvtx.markA(msg)
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@contextmanager
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def range(msg, *args, **kwargs):
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"""
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Context manager / decorator that pushes an NVTX range at the beginning
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of its scope, and pops it at the end. If extra arguments are given,
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they are passed as arguments to msg.format().
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Args:
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msg (str): message to associate with the range
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"""
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range_push(msg.format(*args, **kwargs))
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try:
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yield
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finally:
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range_pop()
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