/* * Copyright (c) 2017-2018 ARM Limited. * * SPDX-License-Identifier: MIT * * 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. */ #ifndef ARM_COMPUTE_TEST_FIXED_POINT_CL_TARGET #define ARM_COMPUTE_TEST_FIXED_POINT_CL_TARGET #include "arm_compute/runtime/CL/CLScheduler.h" #include "tests/Globals.h" #include "tests/Types.h" namespace arm_compute { namespace test { namespace validation { namespace { template void compute_target_impl(const TensorShape &shape, DataType dt, FixedPointOp op, int fixed_point_position, TensorType &src, TensorType &dst) { std::string fixed_point_operation_kernel; #ifndef EMBEDDED_KERNELS std::cout << "EMBEDDED_KERNELS NOT DEFINED" << std::endl; fixed_point_operation_kernel += "#include \"fixed_point.h\"\n"; #endif /* EMBEDDED_KERNELS */ fixed_point_operation_kernel += "__kernel void fixed_point_operation_qs8( \n" " __global char* src, \n" " __global char* dst) \n" "{ \n" " char16 in = vload16(0, src + get_global_id(0) * 16); \n" " if(FIXED_POINT_OP == 0) \n" " { \n" " vstore16(EXP_OP_EXPAND(in, DATA_TYPE, 16, FIXED_POINT_POS), 0, dst + get_global_id(0) * 16); \n" " } \n" " else if(FIXED_POINT_OP == 1) \n" " { \n" " vstore16(INVSQRT_OP_EXPAND(in, DATA_TYPE, 16, FIXED_POINT_POS), 0, dst + get_global_id(0) * 16); \n" " } \n" " else \n" " { \n" " vstore16(LOG_OP_EXPAND(in, DATA_TYPE, 16, FIXED_POINT_POS), 0, dst + get_global_id(0) * 16); \n" " } \n" "} \n" "\n"; // Set build options std::string build_opts = "-DFIXED_POINT_POS=" + support::cpp11::to_string(fixed_point_position); build_opts += " -DDATA_TYPE=qs8"; // Fill tensors. int min = 0; int max = 0; switch(op) { case(FixedPointOp::EXP): min = -(1 << (fixed_point_position - 1)); max = (1 << (fixed_point_position - 1)); build_opts += " -DFIXED_POINT_OP=0"; break; case(FixedPointOp::INV_SQRT): min = 1; max = (dt == DataType::QS8) ? 0x7F : 0x7FFF; build_opts += " -DFIXED_POINT_OP=1"; break; case(FixedPointOp::LOG): min = (1 << (fixed_point_position - 1)); max = (dt == DataType::QS8) ? 0x3F : 0x3FFF; build_opts += " -DFIXED_POINT_OP=2"; break; default: ARM_COMPUTE_ERROR("Fixed point operation not supported"); break; } std::uniform_int_distribution<> distribution(min, max); library->fill(AccessorType(src), distribution, 0); std::vector sources; #ifndef EMBEDDED_KERNELS build_opts += " -I" + CLKernelLibrary::get().get_kernel_path(); #else /* EMBEDDED_KERNELS */ sources.push_back(CLKernelLibrary::get().get_program_source("fixed_point.h")); #endif /* EMBEDDED_KERNELS */ sources.push_back(fixed_point_operation_kernel); // Create program ::cl::Program program(CLScheduler::get().context(), sources); // Build program program.build(build_opts.c_str()); ::cl::Kernel kernel(program, "fixed_point_operation_qs8", nullptr); unsigned int idx = 0; kernel.setArg(idx++, src.cl_buffer()); kernel.setArg(idx++, dst.cl_buffer()); ::cl::NDRange gws(shape[0] / 16, 1, 1); CLScheduler::get().queue().enqueueNDRangeKernel(kernel, 0, gws); } } // namespace } // namespace validation } // namespace test } // namespace arm_compute #endif /* ARM_COMPUTE_TEST_FIXED_POINT_TARGET */