Bump compats and update tutorials for Optimization v4 #1082

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Run time

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Job	Run time
test (Layers, 1)	27m 58s
test (Layers, 1.10)	20m 14s
test (BasicNeuralDE, 1)	39m 25s
test (BasicNeuralDE, 1.10)	38m 37s
test (AdvancedNeuralDE, 1)	34m 2s
test (AdvancedNeuralDE, 1.10)	26m 49s
test (Newton, 1)	20m 43s
test (Newton, 1.10)	16m 14s
test (QA, 1)	20m 22s
test (QA, 1.10)	17m 34s
	4h 21m 58s