/* Copyright 2015-2017 Philippe Tillet * * Permission is hereby granted, free of charge, to any person obtaining * a copy of this software and associated documentation files * (the "Software"), to deal in the Software without restriction, * including without limitation the rights to use, copy, modify, merge, * publish, distribute, sublicense, and/or sell copies of the Software, * and to permit persons to whom the Software is furnished to do so, * subject to the following conditions: * * The above copyright notice and this permission notice shall be * included in all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. * IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY * CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, * TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE * SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ #include "isaac/array.h" #include "isaac/runtime/execute.h" #include "clBLAS.h" namespace sc = isaac; extern "C" { clblasStatus clblasSetup() { return clblasSuccess; } void clblasTeardown() { isaac::runtime::profiles::release(); isaac::driver::backend::release(); } void execute(sc::expression_tree const & operation, sc::driver::Context const & context, cl_uint numCommandQueues, cl_command_queue *commandQueues, cl_uint numEventsInWaitList, const cl_event *eventWaitList, cl_event *events) { std::vector waitlist; for(cl_uint i = 0 ; i < numEventsInWaitList ; ++i) waitlist.push_back(eventWaitList[i]); for(cl_uint i = 0 ; i < numCommandQueues ; ++i) { std::list levents; sc::runtime::execution_options_type options(sc::driver::CommandQueue(commandQueues[i],false), &levents, &waitlist); sc::runtime::execute(sc::runtime::execution_handler(operation, options), sc::runtime::profiles::get(options.queue(context))); if(events) { events[i] = levents.back().handle().cl(); sc::driver::dispatch::clRetainEvent(events[i]); } sc::driver::dispatch::clFlush(commandQueues[i]); } } //***************** //BLAS1 //***************** //AXPY #define MAKE_AXPY(TYPE_CHAR, TYPE_ISAAC, TYPE_CL) \ clblasStatus clblas ## TYPE_CHAR ## axpy(size_t N, TYPE_CL alpha, \ const cl_mem mx, size_t offx, int incx, \ cl_mem my, size_t offy, int incy, \ cl_uint numCommandQueues, cl_command_queue *commandQueues, \ cl_uint numEventsInWaitList, const cl_event *eventWaitList, \ cl_event *events) \ { \ sc::array x((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mx,false), (sc::int_t)offx, incx); \ sc::array y((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(my,false), (sc::int_t)offy, incy); \ execute(sc::assign(y, alpha*x + y), y.context(), numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events); \ return clblasSuccess; \ } MAKE_AXPY(S, sc::FLOAT_TYPE, cl_float) MAKE_AXPY(D, sc::DOUBLE_TYPE, cl_double) //SCAL #define MAKE_SCAL(TYPE_CHAR, TYPE_ISAAC, TYPE_CL) \ clblasStatus clblas ## TYPE_CHAR ## scal(size_t N, TYPE_CL alpha,\ cl_mem mx, size_t offx, int incx,\ cl_uint numCommandQueues, cl_command_queue *commandQueues,\ cl_uint numEventsInWaitList, const cl_event *eventWaitList, cl_event *events)\ {\ sc::array x((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mx,false), (sc::int_t)offx, incx);\ execute(sc::assign(x, alpha*x), x.context(), numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ return clblasSuccess;\ } MAKE_SCAL(S, sc::FLOAT_TYPE, cl_float) MAKE_SCAL(D, sc::DOUBLE_TYPE, cl_double) //COPY #define MAKE_COPY(TYPE_CHAR, TYPE_ISAAC, TYPE_CL)\ clblasStatus clblas ## TYPE_CHAR ## copy(size_t N,\ const cl_mem mx, size_t offx, int incx,\ cl_mem my, size_t offy, int incy,\ cl_uint numCommandQueues, cl_command_queue *commandQueues,\ cl_uint numEventsInWaitList, const cl_event *eventWaitList, cl_event *events)\ {\ const sc::array x((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mx, false), (sc::int_t)offx, incx);\ sc::array y((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(my, false), (sc::int_t)offy, incy);\ execute(sc::assign(y, x), y.context(), numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ return clblasSuccess;\ } MAKE_COPY(S, sc::FLOAT_TYPE, cl_float) MAKE_COPY(D, sc::DOUBLE_TYPE, cl_double) //DOT #define MAKE_DOT(TYPE_CHAR, TYPE_ISAAC, TYPE_CL) \ clblasStatus clblas ## TYPE_CHAR ## dot(size_t N, cl_mem dotProduct, size_t offDP, \ const cl_mem mx, size_t offx, int incx, \ const cl_mem my, size_t offy, int incy, \ cl_mem /*scratchBuff*/, cl_uint numCommandQueues, \ cl_command_queue *commandQueues, cl_uint numEventsInWaitList, \ const cl_event *eventWaitList, cl_event *events) \ { \ sc::array x((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mx, false), (sc::int_t)offx, incx); \ sc::array y((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(my, false), (sc::int_t)offy, incy); \ sc::scalar s(TYPE_ISAAC, sc::driver::Buffer(dotProduct, false), (sc::int_t)offDP); \ execute(sc::assign(s, dot(x,y)), s.context(), numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events); \ return clblasSuccess; \ } MAKE_DOT(S, sc::FLOAT_TYPE, cl_float) MAKE_DOT(D, sc::DOUBLE_TYPE, cl_double) //ASUM #define MAKE_ASUM(TYPE_CHAR, TYPE_ISAAC, TYPE_CL) \ clblasStatus clblas ## TYPE_CHAR ## asum(size_t N, cl_mem asum, size_t offAsum, \ const cl_mem mx, size_t offx, int incx,\ cl_mem /*scratchBuff*/, cl_uint numCommandQueues, cl_command_queue *commandQueues,\ cl_uint numEventsInWaitList, const cl_event *eventWaitList, cl_event *events)\ {\ sc::array x((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mx, false), (sc::int_t)offx, incx);\ sc::scalar s(TYPE_ISAAC, sc::driver::Buffer(asum, false), (sc::int_t)offAsum);\ execute(sc::assign(s, sum(abs(x))), s.context(), numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ return clblasSuccess;\ } MAKE_ASUM(S, sc::FLOAT_TYPE, cl_float) MAKE_ASUM(D, sc::DOUBLE_TYPE, cl_double) //***************** //BLAS2 //***************** #define MAKE_GEMV(TYPE_CHAR, TYPE_ISAAC, TYPE_CL) \ clblasStatus clblas ## TYPE_CHAR ## gemv(clblasOrder order, clblasTranspose transA,\ size_t M, size_t N,\ TYPE_CL alpha, const cl_mem mA, size_t offA, size_t lda,\ const cl_mem mx, size_t offx, int incx,\ TYPE_CL beta, cl_mem my, size_t offy, int incy,\ cl_uint numCommandQueues, cl_command_queue *commandQueues,\ cl_uint numEventsInWaitList, const cl_event *eventWaitList, cl_event *events)\ {\ if(order==clblasRowMajor){\ std::swap(M, N);\ transA = (transA==clblasTrans)?clblasNoTrans:clblasTrans;\ }\ sc::array A((sc::int_t)M, (sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mA, false), (sc::int_t)offA, (sc::int_t)lda);\ \ sc::int_t sx = (sc::int_t)N, sy = (sc::int_t)M;\ if(transA) std::swap(sx, sy);\ sc::array x(sx, TYPE_ISAAC, sc::driver::Buffer(mx, false), (sc::int_t)offx, incx);\ sc::array y(sy, TYPE_ISAAC, sc::driver::Buffer(my, false), (sc::int_t)offy, incy);\ \ sc::driver::Context const & context = A.context();\ if(transA==clblasTrans)\ execute(sc::assign(y, alpha*dot(A.T, x) + beta*y), context, numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ else\ execute(sc::assign(y, alpha*dot(A, x) + beta*y), context, numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ return clblasSuccess;\ } MAKE_GEMV(S, sc::FLOAT_TYPE, cl_float) MAKE_GEMV(D, sc::DOUBLE_TYPE, cl_double) //***************** //BLAS3 //***************** #define MAKE_GEMM(TYPE_CHAR, TYPE_ISAAC, TYPE_CL) \ clblasStatus clblas ## TYPE_CHAR ## gemm(clblasOrder order, clblasTranspose transA, clblasTranspose transB,\ size_t M, size_t N, size_t K,\ TYPE_CL alpha, const cl_mem cmA, size_t offA, size_t lda,\ const cl_mem cmB, size_t offB, size_t ldb, TYPE_CL beta,\ cl_mem mC, size_t offC, size_t ldc,\ cl_uint numCommandQueues, cl_command_queue *commandQueues,\ cl_uint numEventsInWaitList, const cl_event *eventWaitList, cl_event *events)\ {\ cl_mem mA = cmA;\ cl_mem mB = cmB;\ if(order==clblasRowMajor){\ std::swap(mA, mB);\ std::swap(offA, offB);\ std::swap(lda, ldb);\ std::swap(M, N);\ std::swap(transA, transB);\ }\ if(K==1 && M>1 && N>1){\ sc::array A((sc::int_t)M, TYPE_ISAAC, sc::driver::Buffer(mA, false), (sc::int_t)offA, transA==clblasNoTrans?1:lda);\ sc::array B((sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mB, false), (sc::int_t)offB, transB==clblasTrans?1:ldb);\ sc::array C((sc::int_t)M, (sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mC, false), (sc::int_t)offC, (sc::int_t)ldc);\ execute(sc::assign(C, alpha*sc::outer(A, B) + beta*C), C.context(), numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ return clblasSuccess;\ }\ sc::int_t As1 = (sc::int_t)M, As2 = (sc::int_t)K;\ sc::int_t Bs1 = (sc::int_t)K, Bs2 = (sc::int_t)N;\ if(transA==clblasTrans) std::swap(As1, As2);\ if(transB==clblasTrans) std::swap(Bs1, Bs2);\ /*Struct*/\ sc::array A(As1, As2, TYPE_ISAAC, sc::driver::Buffer(mA, false), (sc::int_t)offA, (sc::int_t)lda);\ sc::array B(Bs1, Bs2, TYPE_ISAAC, sc::driver::Buffer(mB, false), (sc::int_t)offB, (sc::int_t)ldb);\ sc::array C((sc::int_t)M, (sc::int_t)N, TYPE_ISAAC, sc::driver::Buffer(mC, false), (sc::int_t)offC, (sc::int_t)ldc);\ sc::driver::Context const & context = C.context();\ /*Operation*/\ if((transA==clblasTrans) && (transB==clblasTrans))\ execute(sc::assign(C, alpha*dot(A.T, B.T) + beta*C), context, numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ else if((transA==clblasTrans) && (transB==clblasNoTrans))\ execute(sc::assign(C, alpha*dot(A.T, B) + beta*C), context, numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ else if((transA==clblasNoTrans) && (transB==clblasTrans))\ execute(sc::assign(C, alpha*dot(A, B.T) + beta*C), context, numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ else\ execute(sc::assign(C, alpha*dot(A, B) + beta*C), context, numCommandQueues, commandQueues, numEventsInWaitList, eventWaitList, events);\ return clblasSuccess;\ } MAKE_GEMM(S, sc::FLOAT_TYPE, cl_float) MAKE_GEMM(D, sc::DOUBLE_TYPE, cl_double) #undef DOT }