piiswrong commented on a change in pull request #8972: Profiling enhancements,
python API, vtune and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#discussion_r164209612
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File path: python/mxnet/profiler.py
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@@ -54,5 +60,280 @@ def profiler_set_state(state='stop'):
def dump_profile():
"""Dump profile and stop profiler. Use this to save profile
- in advance in case your program cannot exit normally."""
+ in advance in case your program cannot exit normally.
+ """
check_call(_LIB.MXDumpProfile())
+
+def dump_aggregate_stats(reset=False):
+ """Dump profile aggregate stats to console.
+ """
+ do_reset = 1 if reset is True else 0
+ check_call(_LIB.MXDumpAggregateProfileStats(int(do_reset)))
+
+def profiler_pause():
+ check_call(_LIB.MXProfilePause(int(1)))
+
+def profiler_resume():
+ check_call(_LIB.MXProfilePause(int(0)))
+
+class Domain(object):
+ """Profiling domain, used to group sub-objects like tasks, counters, etc
into categories
+ Serves as part of 'categories' for chrome://tracing
+ Note: Domain handles are never destroyed.
+ """
+ def __init__(self, name):
+ """Profiling Domain class constructor
+ Parameters
+ ----------
+ name : string
+ Name of the domain
+ """
+ self.name = name
+ self.handle = ProfileHandle()
+ check_call(_LIB.MXProfileCreateDomain(c_str(self.name),
ctypes.byref(self.handle)))
+
+ def __str__(self):
+ return self.name
+
+ def new_task(self, name):
+ """Create new Task object owned by this domain
+ Parameters
+ ----------
+ name : string
+ Name of the task
+ """
+ return Task(self, name)
+
+ def new_frame(self, name):
+ """Create new Frame object owned by this domain
+ Parameters
+ ----------
+ name : string
+ Name of the frame
+ """
+ return Frame(self, name)
+
+ def new_counter(self, name, value=None):
+ """Create new Counter object owned by this domain
+ Parameters
+ ----------
+ name : string
+ Name of the counter
+ """
+ return Counter(self, name, value)
+
+ def new_marker(self, name):
+ """Create new Marker object owned by this domain
+ Parameters
+ ----------
+ name : string
+ Name of the marker
+ """
+ return Marker(self, name)
+
+class Task(object):
+ """Profiling Task class
+ A task is a logical unit of work performed by a particular thread.
+ Tasks can nest; thus, tasks typically correspond to functions, scopes, or
a case block
+ in a switch statement.
+ You can use the Task API to assign tasks to threads.
Review comment:
1. Add standard Parameter section.
2. Add a note explaining the difference with Frame.
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