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`PredictionWriter`: optional gzip, use ThreadPoolExecutor #925

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Job	Run time
mypy (3.10)	2m 28s
lint (3.10)	1m 48s
docs (3.10)	3m 36s
test (3.10, 1)	12m 40s
test-dataloader (3.10, 1)	36m 23s
test (3.10, 2)	4m 40s
test-dataloader (3.10, 2)	7m 9s
test-examples (3.10)	2m 59s
	1h 11m 43s