| // RUN: mlir-opt %s \ |
| // RUN: -linalg-tile-to-parallel-loops="linalg-tile-sizes=256" \ |
| // RUN: -async-parallel-for="num-concurrent-async-execute=4" \ |
| // RUN: -async-ref-counting \ |
| // RUN: -async-to-async-runtime \ |
| // RUN: -convert-async-to-llvm \ |
| // RUN: -lower-affine \ |
| // RUN: -convert-linalg-to-loops \ |
| // RUN: -convert-scf-to-std \ |
| // RUN: -std-expand \ |
| // RUN: -convert-vector-to-llvm \ |
| // RUN: -convert-std-to-llvm \ |
| // RUN: | mlir-cpu-runner \ |
| // RUN: -e entry -entry-point-result=void -O3 \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_runner_utils%shlibext \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext\ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_async_runtime%shlibext \ |
| // RUN: | FileCheck %s --dump-input=always |
| |
| // RUN: mlir-opt %s \ |
| // RUN: -convert-linalg-to-loops \ |
| // RUN: -convert-scf-to-std \ |
| // RUN: -convert-vector-to-llvm \ |
| // RUN: -convert-std-to-llvm \ |
| // RUN: | mlir-cpu-runner \ |
| // RUN: -e entry -entry-point-result=void -O3 \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_runner_utils%shlibext \ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_c_runner_utils%shlibext\ |
| // RUN: -shared-libs=%mlir_integration_test_dir/libmlir_async_runtime%shlibext \ |
| // RUN: | FileCheck %s --dump-input=always |
| |
| #map0 = affine_map<(d0, d1) -> (d0, d1)> |
| |
| func @linalg_generic(%lhs: memref<?x?xf32>, |
| %rhs: memref<?x?xf32>, |
| %sum: memref<?x?xf32>) { |
| linalg.generic { |
| indexing_maps = [#map0, #map0, #map0], |
| iterator_types = ["parallel", "parallel"] |
| } |
| ins(%lhs, %rhs : memref<?x?xf32>, memref<?x?xf32>) |
| outs(%sum : memref<?x?xf32>) |
| { |
| ^bb0(%lhs_in: f32, %rhs_in: f32, %sum_out: f32): |
| %0 = addf %lhs_in, %rhs_in : f32 |
| linalg.yield %0 : f32 |
| } |
| |
| return |
| } |
| |
| func @entry() { |
| %f1 = constant 1.0 : f32 |
| %f4 = constant 4.0 : f32 |
| %c0 = constant 0 : index |
| %c1 = constant 1 : index |
| %cM = constant 1000 : index |
| |
| // |
| // Sanity check for the function under test. |
| // |
| |
| %LHS10 = alloc() {alignment = 64} : memref<1x10xf32> |
| %RHS10 = alloc() {alignment = 64} : memref<1x10xf32> |
| %DST10 = alloc() {alignment = 64} : memref<1x10xf32> |
| |
| linalg.fill(%LHS10, %f1) : memref<1x10xf32>, f32 |
| linalg.fill(%RHS10, %f1) : memref<1x10xf32>, f32 |
| |
| %LHS = memref_cast %LHS10 : memref<1x10xf32> to memref<?x?xf32> |
| %RHS = memref_cast %RHS10 : memref<1x10xf32> to memref<?x?xf32> |
| %DST = memref_cast %DST10 : memref<1x10xf32> to memref<?x?xf32> |
| |
| call @linalg_generic(%LHS, %RHS, %DST) |
| : (memref<?x?xf32>, memref<?x?xf32>, memref<?x?xf32>) -> () |
| |
| // CHECK: [2, 2, 2, 2, 2, 2, 2, 2, 2, 2] |
| %U = memref_cast %DST10 : memref<1x10xf32> to memref<*xf32> |
| call @print_memref_f32(%U): (memref<*xf32>) -> () |
| |
| dealloc %LHS10: memref<1x10xf32> |
| dealloc %RHS10: memref<1x10xf32> |
| dealloc %DST10: memref<1x10xf32> |
| |
| // |
| // Allocate data for microbenchmarks. |
| // |
| |
| %LHS1024 = alloc() {alignment = 64} : memref<1024x1024xf32> |
| %RHS1024 = alloc() {alignment = 64} : memref<1024x1024xf32> |
| %DST1024 = alloc() {alignment = 64} : memref<1024x1024xf32> |
| |
| %LHS0 = memref_cast %LHS1024 : memref<1024x1024xf32> to memref<?x?xf32> |
| %RHS0 = memref_cast %RHS1024 : memref<1024x1024xf32> to memref<?x?xf32> |
| %DST0 = memref_cast %DST1024 : memref<1024x1024xf32> to memref<?x?xf32> |
| |
| // |
| // Warm up. |
| // |
| |
| call @linalg_generic(%LHS0, %RHS0, %DST0) |
| : (memref<?x?xf32>, memref<?x?xf32>, memref<?x?xf32>) -> () |
| |
| // |
| // Measure execution time. |
| // |
| |
| %t0 = call @rtclock() : () -> f64 |
| scf.for %i = %c0 to %cM step %c1 { |
| call @linalg_generic(%LHS0, %RHS0, %DST0) |
| : (memref<?x?xf32>, memref<?x?xf32>, memref<?x?xf32>) -> () |
| } |
| %t1 = call @rtclock() : () -> f64 |
| %t1024 = subf %t1, %t0 : f64 |
| |
| // Print timings. |
| vector.print %t1024 : f64 |
| |
| // Free. |
| dealloc %LHS1024: memref<1024x1024xf32> |
| dealloc %RHS1024: memref<1024x1024xf32> |
| dealloc %DST1024: memref<1024x1024xf32> |
| |
| return |
| } |
| |
| func private @rtclock() -> f64 |
| |
| func private @print_memref_f32(memref<*xf32>) |
| attributes { llvm.emit_c_interface } |