mirror of https://github.com/FoundationVision/GLEE
65 lines
2.4 KiB
Python
65 lines
2.4 KiB
Python
# Copyright (c) Facebook, Inc. and its affiliates.
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import json
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import os
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import tempfile
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import unittest
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from detectron2.utils.events import CommonMetricPrinter, EventStorage, JSONWriter
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class TestEventWriter(unittest.TestCase):
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def testScalar(self):
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with tempfile.TemporaryDirectory(
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prefix="detectron2_tests"
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) as dir, EventStorage() as storage:
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json_file = os.path.join(dir, "test.json")
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writer = JSONWriter(json_file)
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for k in range(60):
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storage.put_scalar("key", k, smoothing_hint=False)
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if (k + 1) % 20 == 0:
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writer.write()
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storage.step()
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writer.close()
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with open(json_file) as f:
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data = [json.loads(l) for l in f]
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self.assertTrue([int(k["key"]) for k in data] == [19, 39, 59])
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def testScalarMismatchedPeriod(self):
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with tempfile.TemporaryDirectory(
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prefix="detectron2_tests"
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) as dir, EventStorage() as storage:
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json_file = os.path.join(dir, "test.json")
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writer = JSONWriter(json_file)
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for k in range(60):
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if k % 17 == 0: # write in a differnt period
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storage.put_scalar("key2", k, smoothing_hint=False)
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storage.put_scalar("key", k, smoothing_hint=False)
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if (k + 1) % 20 == 0:
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writer.write()
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storage.step()
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writer.close()
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with open(json_file) as f:
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data = [json.loads(l) for l in f]
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self.assertTrue([int(k.get("key2", 0)) for k in data] == [17, 0, 34, 0, 51, 0])
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self.assertTrue([int(k.get("key", 0)) for k in data] == [0, 19, 0, 39, 0, 59])
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self.assertTrue([int(k["iteration"]) for k in data] == [17, 19, 34, 39, 51, 59])
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def testPrintETA(self):
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with EventStorage() as s:
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p1 = CommonMetricPrinter(10)
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p2 = CommonMetricPrinter()
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s.put_scalar("time", 1.0)
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s.step()
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s.put_scalar("time", 1.0)
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s.step()
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with self.assertLogs("detectron2.utils.events") as logs:
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p1.write()
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self.assertIn("eta", logs.output[0])
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with self.assertLogs("detectron2.utils.events") as logs:
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p2.write()
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self.assertNotIn("eta", logs.output[0])
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