Support for recurrent networks

assigned to @olivierbichler

changed target branch from master to dev

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• 0d41e77f - Fixed issue with init Producer

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• 0c96654a - Added Tanh and Sigmoid operators
• 387f423b - Added LSTM example (not tested yet with actual values)

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• bec703af - Fixed typo

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• 0149e9c1 - Fixed unit test with new version of Scheduler

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• e5cc0ce2 - First working version of LSTM inference

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• ef66ded3 - Working LSTM with any sequence length

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• 7919837c - Fixed Memorize and Pop implementations
• 098f6a4d - Fixed tests to work with revamped Scheduler

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• dd7597e9 - Removed useless Producer impl

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• 655e54d2 - Producer must be inside the scheduled GraphView

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• 963989a0 - Fix test following change in LSTM outputs order

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requested review from @cmoineau and @pineapple

marked this merge request as ready

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• 963989a0...5e85b482 - 98 commits from branch dev
• c1f1e990 - Merged with dev

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• c1f1e990...6d4b1b3f - 24 commits from branch dev
• dd527508 - Merge branch 'dev' into memorize

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mentioned in epic &2

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• d046396a - Use fmt::print instead of printf

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added 1 commit

• 13b2b49d - Fixed typo

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mentioned in merge request !42 (merged)