Non Contiguous Meaning This is where the concept of contiguous comes in In the example above x is contiguous but y is not because its memory layout is different to that of a tensor of same shape made from scratch Note that the word contiguous is a bit misleading because it s not that the content of the tensor is spread out around disconnected blocks of memory
With the cursor in the formula bar those non contiguous cells are highlighted as if only those cells would be totaled However when I experimented I discovered that it is equivalent to this formula SUM A1 F5 However this formula does what I expect SUM A1 A5 C1 C5 E1 E2 F3 F4 Another example of a non contiguous data structure would be the linked list With a linked list it s almost unthinkable that incrementing the head pointer could return the second element It is rarely relevant assuming you use C good practices such as using iterators instead of pointers as much as you can because it lets collections manage
Non Contiguous Meaning
Non Contiguous Meaning
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But if you check their contiguity with is contiguous you will find that x is contiguous and y is not Now you will find that contiguity does not refer to contiguous memory Since x is contiguous x 0 0 and x 0 1 are next to each other in memory But y 0 0 and y 0 1 is not That is what contiguous means This is a non contiguous set of five bytes of interest It is fragmented into three groups of bytes colored yellow with gap bytes at locations 4 and 6 Starting at location 1 there is a contiguous block of three bytes spanning from locations 1 to 3 There are two more blocks of one byte each at locations 5 and 7 respectively
The standard says An object of array type contains a contiguously allocated non empty set of N subobjects of type T dcl array 8 3 4 If objects of type T do not occupy contiguous storage how can an array of such objects do edit removed possibly distracting explanatory text The standard C library defines a non contiguous array like container too std deque Iteration over a std deque is much slower than iterating over a std vector If the operation is fairly trivial it may be something like 5 times slower these are actual times I get when comparing accumulating a sequence of integers
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15 30 10 is a contiguous subsequence because it is both a subsequence the subsequence maintains the original relative order of elements and its elements are contiguous Here a 2 15 a 3 30 and a 4 10 The indices positions are continuous natural numbers Thus it is a contiguous subsequence By non contiguous I mean that there is some empty spaces in the memory chunk used to store data strides 1 shape 0 itemsize if you will I do not mean an array whose data is stored using two or more memory allocations I would be surprised that such an owning numpy array exists
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This is where the concept of contiguous comes in In the example above x is contiguous but y is not because its memory layout is different to that of a tensor of same shape made from scratch Note that the word contiguous is a bit misleading because it s not that the content of the tensor is spread out around disconnected blocks of memory
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With the cursor in the formula bar those non contiguous cells are highlighted as if only those cells would be totaled However when I experimented I discovered that it is equivalent to this formula SUM A1 F5 However this formula does what I expect SUM A1 A5 C1 C5 E1 E2 F3 F4
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