CUTLASS 2.0 (#62)
CUTLASS 2.0 Substantially refactored for - Better performance, particularly for native Turing Tensor Cores - Robust and durable templates spanning the design space - Encapsulated functionality embodying modern C++11 programming techniques - Optimized containers and data types for efficient, generic, portable device code Updates to: - Quick start guide - Documentation - Utilities - CUTLASS Profiler Native Turing Tensor Cores - Efficient GEMM kernels targeting Turing Tensor Cores - Mixed-precision floating point, 8-bit integer, 4-bit integer, and binarized operands Coverage of existing CUTLASS functionality: - GEMM kernels targeting CUDA and Tensor Cores in NVIDIA GPUs - Volta Tensor Cores through native mma.sync and through WMMA API - Optimizations such as parallel reductions, threadblock rasterization, and intra-threadblock reductions - Batched GEMM operations - Complex-valued GEMMs Note: this commit and all that follow require a host compiler supporting C++11 or greater.
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Andrew Kerr
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<div id="projectname">Cutlass
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<div id="projectbrief">CUDA Templates for Linear Algebra Subroutines and Solvers</div>
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<p>This is the complete list of members for <a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a>, including all inherited members.</p>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#af035589126434bd2dbef4000cd864b8b">get</a>()</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a91b7d25cbd64e696ef23c87671f0b077">Iterator</a>(Iterator const &it)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a83c2f584bd061f0b9b6b2a6cddf5b038">Iterator</a>(PredicateVector &_vec, int _start=0)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a08cb4d1395b88a4451fbb1a27e010887">operator!=</a>(Iterator const &it) const</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a049b568e0f5de011ee76ce79bcedbab4">operator*</a>() const</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a36d28f662e1ab2f8b0b9da9e6863c1de">at</a>() const </td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#af035589126434bd2dbef4000cd864b8b">get</a>()</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a91b7d25cbd64e696ef23c87671f0b077">Iterator</a>(Iterator const &it)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a08a7c4bd292f3dde6fdb7b8ae3eac4eb">Iterator</a>(PredicateVector &vec, int _start=0)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a95d40d20eb0749e2916d03088d49f680">operator!=</a>(Iterator const &it) const </td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a57dd1dfd84701160273fff79789f1137">operator*</a>() const </td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a831f15d9f01c7896dab70b94dfad660f">operator+</a>(int offset)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a7dddc0a6b5c958156beef29bedfd1bd3">operator++</a>()</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a6c7333ad14d545cafc707e78752bf1e3">operator++</a>(int)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a5dcf36597690ce9ad7ef95d82b50654e">operator+=</a>(int offset)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#aca8c844b4e4444fa6dc9779761356a75">operator-</a>(int offset)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a69fb5b24eeb43331b7401768e8584e61">operator--</a>()</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#aad709a11f43b84c88e3ce3a0394f8e8a">operator--</a>(int)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a5c5266fcef67c7b263682c4bc4a5000e">operator==</a>(Iterator const &it) const</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#aadfd039b5622098c9e46706a27122575">set</a>(bool value=true)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a13a19c8d85bf415fe5f4c17fce9cf6ca">operator-=</a>(int offset)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr class="even"><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#a349edcbf86ca0a6827462a07e8754320">operator==</a>(Iterator const &it) const </td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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<tr><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html#aadfd039b5622098c9e46706a27122575">set</a>(bool value=true)</td><td class="entry"><a class="el" href="classcutlass_1_1PredicateVector_1_1Iterator.html">cutlass::PredicateVector< kPredicates_, kPredicatesPerByte_, kPredicateStart_ >::Iterator</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
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