@@ -8,7 +8,12 @@ def is_offloaded(self) -> bool:
|
||||
self._is_offloaded = False
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||||
return self._is_offloaded
|
||||
|
||||
def offload_vram(self):
|
||||
def is_yielded(self) -> bool:
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||||
if not hasattr(self, "_is_yielded"):
|
||||
self._is_yielded = False
|
||||
return self._is_yielded
|
||||
|
||||
def offload_vram(self, is_yield: bool = False):
|
||||
if self.is_offloaded():
|
||||
logger.warning("Executor is already offloaded.")
|
||||
return
|
||||
@@ -17,14 +22,18 @@ def offload_vram(self):
|
||||
time_after_offload = time.perf_counter()
|
||||
|
||||
self._is_offloaded = True
|
||||
logger.info(f"Offloading VRAM costs {time_after_offload - time_before_offload:.6f} seconds.")
|
||||
|
||||
if is_yield:
|
||||
self._is_yielded = True
|
||||
logger.info(
|
||||
f"Offloading VRAM costs {time_after_offload - time_before_offload:.3f} seconds."
|
||||
)
|
||||
|
||||
def reload_vram(self) -> bool:
|
||||
if not self.is_offloaded():
|
||||
logger.warning("Executor is not offloaded.")
|
||||
return True
|
||||
|
||||
is_waiting = False
|
||||
while True:
|
||||
time_before_reload = time.perf_counter()
|
||||
res = self.collective_rpc("try_reload_vram")
|
||||
@@ -33,15 +42,28 @@ def reload_vram(self) -> bool:
|
||||
succ = all(x[0] for x in res)
|
||||
if succ:
|
||||
self._is_offloaded = False
|
||||
logger.info(f"Reloading VRAM costs {time_after_reload - time_before_reload:.6f} seconds.")
|
||||
self._is_yielded = False
|
||||
prev_is_self = all(x[1] for x in res)
|
||||
if is_waiting:
|
||||
self.collective_rpc("vnpu_cancel_wait")
|
||||
logger.info(
|
||||
f"Reloading VRAM costs {time_after_reload - time_before_reload:.3f} seconds."
|
||||
)
|
||||
return prev_is_self
|
||||
else:
|
||||
# some workers not get lock
|
||||
self.collective_rpc("vnpu_unlock_gpu")
|
||||
if not is_waiting:
|
||||
self.collective_rpc("vnpu_start_wait")
|
||||
is_waiting = True
|
||||
self.collective_rpc("vnpu_unlock_gpu", kwargs={"keep_wait": True})
|
||||
time.sleep(0.001)
|
||||
|
||||
def vnpu_has_higher_priority_waiter(self) -> bool:
|
||||
res = self.collective_rpc("vnpu_has_higher_priority_waiter")
|
||||
return any(res)
|
||||
|
||||
|
||||
Executor.is_offloaded = is_offloaded
|
||||
Executor.offload_vram = offload_vram
|
||||
Executor.reload_vram = reload_vram
|
||||
Executor.vnpu_has_higher_priority_waiter = vnpu_has_higher_priority_waiter
|
||||
|
||||
Reference in New Issue
Block a user