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Tensor alloc reusage #33

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@Human9000-bit

We can reuse allocations of tensors in case of same shape product && data type (e.g. tensor reshape)

This requires extending shape inference for all supported operations and writing custom arena allocator.

All those alloc reusage should be planned load-time and integrated into an execution plan

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