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[MISC] Improve linesearch perf via batched alpha evals and reduced global mem access. #3218

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Run time

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Job	Run time
windows-2025-3.12-cpu-field	12m 23s
ubuntu-24.04-arm-3.12-cpu-ndarray	11m 26s
ubuntu-24.04-3.13-cpu-ndarray	11m 27s
macos-15-3.10-cpu-ndarray	11m 32s
ubuntu-22.04-3.12-cpu-ndarray	11m 26s
ubuntu-24.04-3.12-cpu-ndarray	11m 28s
macos-15-3.13-cpu-ndarray	11m 35s
windows-2025-3.12-cpu-ndarray	13m 28s
ubuntu-24.04-arm-3.12-cpu-field	11m 23s
ubuntu-24.04-3.10-cpu-ndarray	11m 26s
macos-15-3.12-gpu-field	11m 34s
ubuntu-24.04-3.12-cpu-field	11m 27s
macos-15-3.12-cpu-field	11m 32s
macos-15-3.12-cpu-ndarray	11m 32s
macos-15-3.11-cpu-ndarray	11m 31s
ubuntu-24.04-3.11-cpu-ndarray	11m 27s
Publish on PyPI	0s
	3h 6m 37s