#include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace gpu { namespace driver { std::vector generate_arguments(const std::vector& shapes, unsigned long seed = 0) { std::vector args; std::transform(shapes.begin(), shapes.end(), std::back_inserter(args), [&](auto& s) { return to_gpu(generate_argument(s, seed++)); }); return args; } using milliseconds = std::chrono::duration; double time_op(context& ctx, operation op, const std::vector& inputs, int n) { // TODO: Use std::ref migraphx::context gctx = ctx; auto output = op.compute_shape(inputs); op.finalize(gctx, output, inputs); auto args = generate_arguments(inputs); auto run = [&] { op.compute(gctx, output, args); gctx.finish(); }; run(); auto r = range(n); double t = std::accumulate( r.begin(), r.end(), double{0.0}, [&](auto x, auto) { return x + time(run); }); return t / n; } } // namespace driver } // namespace gpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx