[BugFix, Feature] Vmap randomness in losses #8637

Job	Run time
build-wheel-linux (3.8, cp38-cp38, --index-url https://download.pytorch.org/whl/cpu, "['cpu', '11...	1m 30s
build-wheel-mac (3.8, 3.8)	1m 33s
build-wheel-linux (3.9, cp39-cp39, --index-url https://download.pytorch.org/whl/cpu, "['cpu', '11...	1m 38s
build-wheel-windows (3.8, 3.8)	3m 4s
build-wheel-mac (3.9, 3.9)	1m 14s
build-wheel-linux (3.10, cp310-cp310, --index-url https://download.pytorch.org/whl/cpu, "['cpu', ...	1m 32s
build-wheel-mac (3.10, 3.10.3)	1m 25s
build-wheel-linux (3.11, cp311-cp311, --index-url https://download.pytorch.org/whl/cpu, "['cpu', ...	1m 39s
build-wheel-mac (3.11, 3.11)	2m 9s
build-wheel-windows (3.9, 3.9)	2m 2s
build-wheel-windows (3.10, 3.10.3)	2m 42s
build-wheel-windows (3.11, 3.11)	2m 45s
test-wheel (linux, ubuntu-20.04, 3.8)	2m 22s
test-wheel (linux, ubuntu-20.04, 3.9)	2m 21s
test-wheel (linux, ubuntu-20.04, 3.10)	2m 12s
test-wheel (linux, ubuntu-20.04, 3.11)	2m 23s
test-wheel (mac, macos-latest, 3.8)	2m 17s
test-wheel (mac, macos-latest, 3.9)	3m 21s
test-wheel (mac, macos-latest, 3.10)	2m 0s
test-wheel (mac, macos-latest, 3.11)	2m 20s
test-wheel-windows (3.8)	3m 12s
test-wheel-windows (3.9)	5m 1s
test-wheel-windows (3.10)	4m 10s
test-wheel-windows (3.11)	4m 45s
	59m 37s

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