#include "src/Accelerators/PIM/Dialect/Spatial/Passes/Transforms/MergeComputeNodes/Scheduling/PeriodicDependencies.hpp" #include #ifdef NDEBUG #error "Periodic dependency tests require assertions" #endif #include #include #include using namespace onnx_mlir::spatial; static double enumerateCycles(size_t count, const std::vector &edges) { double maximum = 0; std::vector visited(count); for (size_t start = 0; start < count; ++start) { std::function visit = [&](size_t source, Cost delay, Cost distance) { visited[source] = true; for (const auto &edge : edges) { if (edge.source != source) continue; Cost nextDelay = delay + edge.delayNs; Cost nextDistance = distance + edge.distance; if (edge.target == start && nextDistance) maximum = std::max(maximum, static_cast(nextDelay) / nextDistance); else if (!visited[edge.target]) visit(edge.target, nextDelay, nextDistance); } visited[source] = false; }; visit(start, 0, 0); } return maximum; } static void check(size_t count, const std::vector &edges, double expected) { std::string error; auto result = analyzePeriodicDependencies(count, edges, error); assert(mlir::succeeded(result) && error.empty()); assert(result->recurrenceLowerNs <= expected + 1e-6); assert(result->recurrenceUpperNs >= expected - 1e-6); assert(result->recurrenceUpperNs - result->recurrenceLowerNs <= 1.000001); Cost delay = 0, distance = 0; for (size_t index : result->criticalCycle) { delay += edges[index].delayNs; distance += edges[index].distance; } if (expected > 1) { assert(distance > 0); assert(static_cast(delay) / distance >= result->recurrenceLowerNs - 1e-6); } auto repeated = analyzePeriodicDependencies(count, edges, error); assert(repeated->criticalCycle == result->criticalCycle); assert(repeated->recurrenceUpperNs == result->recurrenceUpperNs); } int main() { check(3, {{0, 1, 12, 0}, {1, 2, 7, 0}}, 0); check(3, {{0, 1, 12, 1}, {1, 2, 7, 1}}, 0); check(1, {{0, 0, 30, 2}}, 15); // Independent core periods remain parallel. check(2, {{0, 0, 10, 1}, {1, 1, 20, 1}}, 20); // Equal serial demand, different cross-core blocking recurrences. check(4, {{0, 1, 10, 0}, {2, 3, 10, 0}, {1, 0, 0, 1}, {3, 2, 0, 1}}, 10); check(4, {{0, 1, 10, 0}, {2, 3, 10, 0}, {1, 2, 0, 0}, {3, 0, 0, 1}}, 20); std::string error; assert(mlir::failed(analyzePeriodicDependencies( 2, {{0, 1, 1, 0}, {1, 0, 1, 0}}, error))); assert(mlir::failed(analyzePeriodicDependencies(1, {{0, 1, 1, 1}}, error))); assert(mlir::failed(analyzePeriodicDependencies( 1, {{0, 0, Cost{1} << 60, 1}}, error))); std::mt19937 random(812); for (unsigned sample = 0; sample < 300; ++sample) { std::vector edges; for (size_t source = 0; source < 6; ++source) for (size_t target = 0; target < 6; ++target) if (random() % 4 == 0) edges.push_back({source, target, random() % 101, source < target ? 0u : static_cast(1u + random() % 3)}); check(6, edges, enumerateCycles(6, edges)); } }