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graph: allow access to native graph object
The native graph objects should be accessible for advanced users.
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//@HEADER | ||
// ************************************************************************ | ||
// | ||
// Kokkos v. 4.0 | ||
// Copyright (2022) National Technology & Engineering | ||
// Solutions of Sandia, LLC (NTESS). | ||
// | ||
// Under the terms of Contract DE-NA0003525 with NTESS, | ||
// the U.S. Government retains certain rights in this software. | ||
// | ||
// Part of Kokkos, under the Apache License v2.0 with LLVM Exceptions. | ||
// See https://kokkos.org/LICENSE for license information. | ||
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | ||
// | ||
//@HEADER | ||
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#include <filesystem> | ||
#include <fstream> | ||
#include <regex> | ||
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#include <TestCuda_Category.hpp> | ||
#include <Kokkos_Core.hpp> | ||
#include <Kokkos_Graph.hpp> | ||
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#include <gtest/gtest.h> | ||
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namespace { | ||
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template <typename ViewType> | ||
struct Increment { | ||
ViewType data; | ||
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KOKKOS_FUNCTION | ||
void operator()(const int) const { ++data(); } | ||
}; | ||
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class TEST_CATEGORY_FIXTURE(GraphInterOp) : public ::testing::Test { | ||
public: | ||
using execution_space = Kokkos::Cuda; | ||
using view_t = | ||
Kokkos::View<int, execution_space, Kokkos::MemoryTraits<Kokkos::Atomic>>; | ||
using graph_t = Kokkos::Experimental::Graph<execution_space>; | ||
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void SetUp() override { | ||
data = view_t(Kokkos::view_alloc(exec, "witness")); | ||
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graph = Kokkos::Experimental::create_graph(exec); | ||
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auto root = Kokkos::Impl::GraphAccess::create_root_ref(*graph); | ||
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root.then_parallel_for(1, Increment<view_t>{data}); | ||
} | ||
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protected: | ||
const execution_space exec{}; | ||
view_t data; | ||
std::optional<graph_t> graph; | ||
}; | ||
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// This test checks the promises of Kokkos::Graph against its | ||
// underlying Cuda native objects. | ||
TEST_F(TEST_CATEGORY_FIXTURE(GraphInterOp), promises_on_native_objects) { | ||
// Before instantiation, the Cuda graph is valid, but the Cuda executable | ||
// graph is still null. | ||
cudaGraph_t cuda_graph = graph->native_graph(); | ||
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ASSERT_NE(cuda_graph, nullptr); | ||
ASSERT_EQ(graph->native_graph_exec(), nullptr); | ||
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// After instantiation, both native objects are valid. | ||
graph->instantiate(); | ||
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cudaGraphExec_t cuda_graph_exec = graph->native_graph_exec(); | ||
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ASSERT_EQ(graph->native_graph(), cuda_graph); | ||
ASSERT_NE(cuda_graph_exec, nullptr); | ||
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// Submission should not affect the underlying objects. | ||
graph->submit(); | ||
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ASSERT_EQ(graph->native_graph(), cuda_graph); | ||
ASSERT_EQ(graph->native_graph_exec(), cuda_graph_exec); | ||
} | ||
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// Count the number of nodes. This is useful to ensure no spurious | ||
// (possibly empty) node is added. | ||
TEST_F(TEST_CATEGORY_FIXTURE(GraphInterOp), count_nodes) { | ||
graph->instantiate(); | ||
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size_t num_nodes = 0; | ||
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KOKKOS_IMPL_CUDA_SAFE_CALL( | ||
cudaGraphGetNodes(graph->native_graph(), nullptr, &num_nodes)); | ||
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ASSERT_EQ(num_nodes, 2u); | ||
} | ||
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// Use native Cuda graph to generate a DOT representation. | ||
TEST_F(TEST_CATEGORY_FIXTURE(GraphInterOp), debug_dot_print) { | ||
#if CUDA_VERSION < 11600 | ||
GTEST_SKIP() << "Export a graph to DOT requires Cuda 11.6."; | ||
#else | ||
graph->instantiate(); | ||
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const auto dot = std::filesystem::temp_directory_path() / "cuda_graph.dot"; | ||
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// Convert path to string then to const char * to make it work on Windows. | ||
KOKKOS_IMPL_CUDA_SAFE_CALL( | ||
cudaGraphDebugDotPrint(graph->native_graph(), dot.string().c_str(), | ||
cudaGraphDebugDotFlagsVerbose)); | ||
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ASSERT_TRUE(std::filesystem::exists(dot)); | ||
ASSERT_GT(std::filesystem::file_size(dot), 0u); | ||
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// We could write a check against the full kernel's function signature, but | ||
// it would make the test rely too much on internal implementation details. | ||
// Therefore, we just look for the functor and policy. Note that the | ||
// signature is mangled in the 'dot' output. | ||
const std::string expected("[A-Za-z0-9_]+Increment[A-Za-z0-9_]+RangePolicy"); | ||
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std::stringstream buffer; | ||
buffer << std::ifstream(dot).rdbuf(); | ||
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ASSERT_TRUE(std::regex_search(buffer.str(), std::regex(expected))) | ||
<< "Could not find expected signature regex " << std::quoted(expected) | ||
<< " in " << dot; | ||
#endif | ||
} | ||
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// Ensure that the graph has been instantiated with the default flag. | ||
TEST_F(TEST_CATEGORY_FIXTURE(GraphInterOp), instantiation_flags) { | ||
#if CUDA_VERSION < 12000 | ||
GTEST_SKIP() << "Graph instantiation flag inspection requires Cuda 12."; | ||
#else | ||
unsigned long long flags = | ||
Kokkos::Experimental::finite_max_v<unsigned long long>; | ||
KOKKOS_IMPL_CUDA_SAFE_CALL( | ||
cudaGraphExecGetFlags(graph->native_graph_exec(), &flags)); | ||
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ASSERT_EQ(flags, 0u); | ||
#endif | ||
} | ||
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} // namespace |
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