StdLog reporter so we can visualize reported TBE stats from stderr (#…

…2386)

Summary:
Pull Request resolved: #2386

As titled. This is the most basical implementation so we can check reported TBE stats from standard logging

Reviewed By: sryap

Differential Revision: D52861475

fbshipit-source-id: befe8e368c3d6ba8a97dbe04fde0ce5a89c946dc

fbgemm_gpu/fbgemm_gpu/runtime_monitor.py

@@ -8,6 +8,7 @@
 # pyre-strict
 
 import abc
+import logging
 from collections import deque
 from dataclasses import dataclass
 from types import TracebackType
@@ -47,6 +48,27 @@ def report_duration(
         ...
 
 
+class StdLogStatsReporter(TBEStatsReporter):
+    def __init__(self, report_interval: int) -> None:
+        assert report_interval > 0, "Report interval must be positive"
+        self.report_interval = report_interval
+
+    def should_report(self, iteration_step: int) -> bool:
+        return iteration_step % self.report_interval == 0
+
+    def report_duration(
+        self,
+        iteration_step: int,
+        event_name: str,
+        duration_ms: float,
+        embedding_id: str = "",
+        tbe_id: str = "",
+    ) -> None:
+        logging.info(
+            f"[Batch #{iteration_step}][TBE:{tbe_id}][Table:{embedding_id}] The event {event_name} took {duration_ms} ms"
+        )
+
+
 @dataclass
 class TBEStatsReporterConfig:
     """
@@ -66,6 +88,14 @@ def create_reporter(self) -> Optional[TBEStatsReporter]:
         return None
 
 
+@dataclass
+class StdLogStatsReporterConfig(TBEStatsReporterConfig):
+    def create_reporter(self) -> Optional[TBEStatsReporter]:
+        if self.interval <= 0:
+            return None
+        return StdLogStatsReporter(report_interval=self.interval)
+
+
 T = TypeVar("T")
 
 

fbgemm_gpu/test/runtime_monitor_test.py

@@ -6,11 +6,16 @@
 
 
 import unittest
-from typing import List, Tuple
+from typing import cast, List, Tuple
 
 import fbgemm_gpu
 import torch
-from fbgemm_gpu.runtime_monitor import AsyncSeriesTimer
+from fbgemm_gpu.runtime_monitor import (
+    AsyncSeriesTimer,
+    StdLogStatsReporter,
+    StdLogStatsReporterConfig,
+    TBEStatsReporterConfig,
+)
 
 # pyre-fixme[16]: Module `fbgemm_gpu` has no attribute `open_source`.
 open_source: bool = getattr(fbgemm_gpu, "open_source", False)
@@ -133,3 +138,33 @@ def test_async_series_timer_recording_multi_stream_load(self) -> None:
         self.assertGreaterEqual(timer.outputs[0][1], 0)
         self.assertGreaterEqual(timer.outputs[1][1], 0)
         self.assertGreaterEqual(timer.outputs[2][1], 0)
+
+    def test_noop_reporter(self) -> None:
+        """
+        Test the base reporter config can only create noop-reporter (None) or
+        fail if interval is positive (which requires a real reporting)
+        """
+        # This config can create a None reporter, because interval is non-positive
+        config = TBEStatsReporterConfig()
+        self.assertIsNone(config.create_reporter())
+
+        # This config cannot, because it provides a positive interval without
+        # giving any actual implementation
+        config = TBEStatsReporterConfig(interval=100)
+        with self.assertRaises(AssertionError):
+            config.create_reporter()
+
+    def test_stdlog_reporter(self) -> None:
+        """
+        Test std log reporter be created with different config and log as expected
+        """
+        config = StdLogStatsReporterConfig(interval=0)
+        self.assertIsNone(config.create_reporter())
+
+        config = StdLogStatsReporterConfig(interval=100)
+        reporter = config.create_reporter()
+        self.assertIsInstance(reporter, StdLogStatsReporter)
+        r = cast(StdLogStatsReporter, reporter)
+        self.assertTrue(r.should_report(500))
+        self.assertFalse(r.should_report(101))
+        r.report_duration(iteration_step=500, event_name="test_event", duration_ms=404)