Resolve "Arithmetic Operator optimization"

Closes #5

• Add
• And
• BitShift
• Div
• Equal
• Mul
• Pow
• Sub

Here is the comparison of performances for Add operator in percents (%). It is representative of perfomance gains for other elementwise operators.

Default size of both inputs was [64,64,64,64]

I also changed Catch2 version from 3.0.1 to 3.7.1

added LanguageC++ IssueMissing Feature labels

assigned to @pineapple

changed milestone to %aidge - June 2024

added Enhancement PriorityLow StatusTODO labels and removed Missing label

added 341 commits

• 6d4b1b3f...382a5508 - 341 commits from branch dev

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added 1 commit

• 37dce956 - perf: update Add, BitShift, Mul and Sub forward kernels

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marked the checklist item Div as completed

changed the description

assigned to @cmoineau

added 1 commit

• 6f7bc27c - perf: update Pow forward kernel.

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marked the checklist item Pow as completed

It seems tat Equal was wrongly called And

Setting names right will be done later in a dedicated MR across all sub-modules.

changed the description

added 1 commit

• 4fdc62da - perf: update 'And' forard kernel

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added 1 commit

• 40e03fc1 - fix: number of elements in template of EqualImpl_cpu

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marked the checklist item And as completed

added 24 commits

• 40e03fc1...43268e1a - 19 commits from branch dev
• 5166330c - perf: update Add, BitShift, Mul and Sub forward kernels
• 4c8412cc - perf: update Pow forward kernel.
• ae5f86da - perf: update 'And' forard kernel
• fe14f991 - fix: number of elements in template of EqualImpl_cpu
• 21ab070c - fix 'And' kernel in case of equal dimensions for inputs

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added 1 commit

• 13af35d1 - upd: catch2 test framework to latest version

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added 15 commits

• 13af35d1...f634dac0 - 9 commits from branch dev
• 0c483a85 - perf: update Add, BitShift, Mul and Sub forward kernels
• 6186554c - perf: update Pow forward kernel.
• a50b0dbd - perf: update 'And' forard kernel
• 981290cd - fix: number of elements in template of EqualImpl_cpu
• 452a65e6 - fix 'And' kernel in case of equal dimensions for inputs
• bc52f441 - upd: catch2 test framework to latest version

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enabled an automatic merge when all merge checks for bc52f441 pass

changed the description

removed StatusTODO label

added EnhancementPerformance ⚡️ label and removed Enhancement ⭐ label

marked this merge request as ready

merged

mentioned in commit 56be971a

mentioned in merge request !122 (merged)

mentioned in merge request !138 (merged)

mentioned in issue #45