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apple may launch ultra line with foldable iphone oled macbook iphone 18 pro launch timeline leaks apple could introduce iphone wait apple is launching these 4 products this summer youtube apple may launch up to 12 devices in 2026 check full list here times now apple iphone 18 release date price in india camera specs and more iphone 18 pro launch timeline leaks apple could introduce iphone apple iphone ultra fold again tipped for autumn 2026 launch schematic the macbook ultra is real why apple s biggest mac launch just new apple ceo to lead 10 major launches techstory apple may still launch a vision pro sequel but that won t happen apple iphone fold iphone ultra india launch date specifications apple lines up major mac ai wearable launches despite chip strain here s when apple will launch ios 26 5 cult of mac new apple ceo to lead 10 major launches techstory apple to launch new ultra devices apple s iphone 18 rumors grow as split launch strategy emerges apple iphone 18 likely to launch with 12gb ram dash launches pink lady apple flavour apple posts release candidates of its operating systems mactech com apple iphone fold iphone ultra india launch date specifications apple nears launch of ai airpods with built in cameras apple and retailers launch competing mother s day tech deals electronics mart launches apple days campaign mac mini m4 sold out m5 could launch soon geeky gadgets wwdc 2026 7 new apple products leaked before keynote geeky gadgets tim cook calls apple maps launch a mistake but says apple watch was apple announces iphone 17 airpods pro 3 and apple watch series 11 supply chain leak signals apple will not release a base iphone 18 this apple launches lower cost iphone 17e and a new ipad air tim cook calls apple maps launch his biggest mistake as ceo apple s mac mini 2026 new leak teases m5 upgrade release timeline electronics mart launches apple days campaign apple to launch these 20 products this year macrumors apple appoints new ceo he is planning one big change before iphone 18 apple after steve jobs key products launched under tim cook

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Apple may launch ultra line with foldable iphone oled macbook I integrated libfork as a threading backend in Product Presentation Background
to evaluate replacing #pragma omp parallel with libfork for GEMM parallelism. Best Low Interest Credit Cards

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Wait apple is launching these 4 products this summer youtube Added a new BLIS threading backend (BLIS_LIBFORK) that uses lf::busy_pool
(persistent) + recursive fork/join to launch N independent BLIS worker threads: Product Launch Example Product

// Current approach: recursive divide-and-conquer auto launch = [](auto self, int lo, int hi, ctx* ctxs) -> lf::task<> { if (hi - lo == 1) { ctxs[lo].func(...); co_return; } int mid = lo + (hi - lo) / 2; co_await lf::fork(self)(lo, mid, ctxs); co_await lf::call(self)(mid, hi, ctxs); co_await lf::join; }; What worked well - Persistent busy_pool matches OpenMP's thread pool model - Fork/join overhead is microseconds (~12µs for 6 threads) - SGEMM dim=2048: libfork matches OpenMP within ±1%, 6 threads is 6% faster - lf::sync_wait + busy_pool integrates cleanly with C API via extern "C"  What could be improved  1. No flat bulk spawn API — the recursive fork/join creates log2(N) levels of coroutine frames. For N=6, that's 5 fork+call pairs. Each fork dispatches to the work-stealing pool. A flat spawn_n(fn, n) or parallel_invoke(fn0, fn1, ...) would map more directly to the OpenMP pattern and reduce depth. 2. lf::for_each usability — I tried using lf::for_each for this but hit template issues with coroutine lambdas in the C-to-C++ bridge context. The iterator-based overload requires random_access_iterator which is awkward when the source data is an integer range. A simple index-based overload for_each(0, n, grain, fn) would help. 3. Barrier interaction with busy_pool — at 6 threads on a 6-core machine, BLIS's atomic barrier (spin-wait) combined with busy_pool's work-stealing poll creates ~0.3ms extra cache-coherency overhead on small workloads. Not a bug, but worth noting for HPC use. Performance data (SGEMM, i5-9400F 6-core) ┌──────┬────────────┬────────────┬────────┐ │ dim │ OpenMP 6t │ libfork 6t │ lf/omp │ ├──────┼────────────┼────────────┼────────┤ │ 512 │ 546 GFLOPS │ 302 GFLOPS │ 55% │ ├──────┼────────────┼────────────┼────────┤ │ 1024 │ 582 GFLOPS │ 517 GFLOPS │ 89% │ ├──────┼────────────┼────────────┼────────┤ │ 2048 │ 541 GFLOPS │ 573 GFLOPS │ 106% │ └──────┴────────────┴────────────┴────────┘ Regression at small sizes is from barrier cache-line bouncing, not fork/join overhead. For realistic HPC sizes (dim ≥ 1024), libfork = OpenMP. Question Is there any suggestion to improve the performance ?

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