Advanced indexing that supports all indexing features on PyTorch (getter)#1747

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KexinFeng wants to merge 10 commits intomasterfrom torch_index_review

+248-11

Commits on Jun 22, 2022

mixed index getter on pytorch draft

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code cleaning

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code cleaning 2

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feed std::vector<> to tensor.index(ArrayRef<>)

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bug fixed

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Update api/src/main/java/ai/djl/ndarray/index/dim/NDIndexNone.java

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bug fixed

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bug fixed

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Torch index type check: long, byte or boolean; restore testPick behaviour; The previous commit: PtNDManager.from() bug fixed.

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Commits on Jun 23, 2022

Restore the get(NDArray, NDIndex)
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