capture the time before hand over to processes pool to ensure time order

mindspore/train/summary/_summary_adapter.py

@@ -91,7 +91,7 @@ def package_graph_event(data):
     return graph_event
 
 
-def package_summary_event(data_list, step):
+def package_summary_event(data_list, step, wall_time):
     """
     Package the summary to event protobuffer.
 
@@ -105,7 +105,7 @@ def package_summary_event(data_list, step):
     # create the event of summary
     summary_event = Event()
     summary = summary_event.summary
-    summary_event.wall_time = time.time()
+    summary_event.wall_time = wall_time
     summary_event.step = int(step)
 
     for value in data_list:

mindspore/train/summary/_writer_pool.py

@@ -14,15 +14,16 @@
 # ============================================================================
 """Write events to disk in a base directory."""
 import os
+import time
 from collections import deque
 from multiprocessing import Pool, Process, Queue, cpu_count
 
 from ._lineage_adapter import serialize_to_lineage_event
 from ._summary_adapter import package_graph_event, package_summary_event
-from ._summary_writer import SummaryWriter, LineageWriter
+from ._summary_writer import LineageWriter, SummaryWriter
 
 
-def _pack_data(datadict):
+def _pack_data(datadict, wall_time):
     """Pack data according to which plugin."""
     result = []
     summaries, step, mode = [], None, None
@@ -37,7 +38,7 @@ def _pack_data(datadict):
                 step = data.get('step')
                 mode = data.get('mode')
     if summaries:
-        result.append(['summary', mode, package_summary_event(summaries, step).SerializeToString()])
+        result.append(['summary', mode, package_summary_event(summaries, step, wall_time).SerializeToString()])
     return result
 
 
@@ -70,7 +71,7 @@ class WriterPool(Process):
                 if not self._queue.empty():
                     action, data = self._queue.get()
                     if action == 'WRITE':
-                        deq.append(pool.apply_async(_pack_data, (data,)))
+                        deq.append(pool.apply_async(_pack_data, (data, time.time())))
                     elif action == 'FLUSH':
                         for writer in writers:
                             writer.flush()