Initial import: grid-bot — grid trading bot for BTC-USDT on Cifra Markets
This commit is contained in:
@@ -0,0 +1,100 @@
|
||||
import contextlib
|
||||
from collections.abc import Iterator
|
||||
from typing import Literal
|
||||
|
||||
import torch
|
||||
|
||||
|
||||
__all__ = [
|
||||
"start",
|
||||
"stop",
|
||||
"profile",
|
||||
"metal_capture",
|
||||
"is_metal_capture_enabled",
|
||||
"is_capturing_metal",
|
||||
]
|
||||
|
||||
|
||||
ProfilerMode = Literal["interval", "event", "interval,event"]
|
||||
|
||||
|
||||
def start(mode: ProfilerMode = "interval", wait_until_completed: bool = False) -> None:
|
||||
r"""Start OS Signpost tracing from MPS backend.
|
||||
|
||||
The generated OS Signposts could be recorded and viewed in
|
||||
XCode Instruments Logging tool.
|
||||
|
||||
Args:
|
||||
mode(str): OS Signpost tracing mode could be "interval", "event",
|
||||
or both "interval,event".
|
||||
The interval mode traces the duration of execution of the operations,
|
||||
whereas event mode marks the completion of executions.
|
||||
See document `Recording Performance Data`_ for more info.
|
||||
wait_until_completed(bool): Waits until the MPS Stream complete
|
||||
executing each encoded GPU operation. This helps generating single
|
||||
dispatches on the trace's timeline.
|
||||
Note that enabling this option would affect the performance negatively.
|
||||
|
||||
.. _Recording Performance Data:
|
||||
https://developer.apple.com/documentation/os/logging/recording_performance_data
|
||||
"""
|
||||
mode_normalized = mode.lower().replace(" ", "")
|
||||
torch._C._mps_profilerStartTrace( # type: ignore[attr-defined]
|
||||
mode_normalized, wait_until_completed
|
||||
)
|
||||
|
||||
|
||||
def stop() -> None:
|
||||
r"""Stops generating OS Signpost tracing from MPS backend."""
|
||||
torch._C._mps_profilerStopTrace() # type: ignore[attr-defined]
|
||||
|
||||
|
||||
@contextlib.contextmanager
|
||||
def profile(
|
||||
mode: ProfilerMode = "interval", wait_until_completed: bool = False
|
||||
) -> Iterator[None]:
|
||||
r"""Context Manager to enabling generating OS Signpost tracing from MPS backend.
|
||||
|
||||
Args:
|
||||
mode(str): OS Signpost tracing mode could be "interval", "event",
|
||||
or both "interval,event".
|
||||
The interval mode traces the duration of execution of the operations,
|
||||
whereas event mode marks the completion of executions.
|
||||
See document `Recording Performance Data`_ for more info.
|
||||
wait_until_completed(bool): Waits until the MPS Stream complete
|
||||
executing each encoded GPU operation. This helps generating single
|
||||
dispatches on the trace's timeline.
|
||||
Note that enabling this option would affect the performance negatively.
|
||||
|
||||
.. _Recording Performance Data:
|
||||
https://developer.apple.com/documentation/os/logging/recording_performance_data
|
||||
"""
|
||||
try:
|
||||
start(mode, wait_until_completed)
|
||||
yield
|
||||
finally:
|
||||
stop()
|
||||
|
||||
|
||||
def is_metal_capture_enabled() -> bool:
|
||||
"""Checks if `metal_capture` context manager is usable
|
||||
To enable metal capture, set MTL_CAPTURE_ENABLED envvar
|
||||
"""
|
||||
return torch._C._mps_isCaptureEnabled() # type: ignore[attr-defined, no-any-return]
|
||||
|
||||
|
||||
def is_capturing_metal() -> bool:
|
||||
"""Checks if metal capture is in progress"""
|
||||
return torch._C._mps_isCapturing() # type: ignore[attr-defined, no-any-return]
|
||||
|
||||
|
||||
@contextlib.contextmanager
|
||||
def metal_capture(fname: str) -> Iterator[None]:
|
||||
"""Context manager that enables capturing of Metal calls into gputrace"""
|
||||
try:
|
||||
torch._C._mps_startCapture(fname) # type: ignore[attr-defined]
|
||||
yield
|
||||
# Drain all the work that were enqueued during the context call
|
||||
torch.mps.synchronize()
|
||||
finally:
|
||||
torch._C._mps_stopCapture() # type: ignore[attr-defined]
|
||||
Reference in New Issue
Block a user