// RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-scf-to-cf,memref-expand,convert-arith-to-llvm),finalize-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" \ // RUN: | mlir-cpu-runner -e main -entry-point-result=void \ // RUN: -shared-libs=%mlir_runner_utils,%mlir_c_runner_utils \ // RUN: | FileCheck %s func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface } func.func @main() -> () { %c0 = arith.constant 0 : index %c1 = arith.constant 1 : index // Initialize input. %input = memref.alloc() : memref<2x3xf32> %dim_x = memref.dim %input, %c0 : memref<2x3xf32> %dim_y = memref.dim %input, %c1 : memref<2x3xf32> scf.parallel (%i, %j) = (%c0, %c0) to (%dim_x, %dim_y) step (%c1, %c1) { %prod = arith.muli %i, %dim_y : index %val = arith.addi %prod, %j : index %val_i64 = arith.index_cast %val : index to i64 %val_f32 = arith.sitofp %val_i64 : i64 to f32 memref.store %val_f32, %input[%i, %j] : memref<2x3xf32> } %unranked_input = memref.cast %input : memref<2x3xf32> to memref<*xf32> call @printMemrefF32(%unranked_input) : (memref<*xf32>) -> () // CHECK: rank = 2 offset = 0 sizes = [2, 3] strides = [3, 1] // CHECK-NEXT: [0, 1, 2] // CHECK-NEXT: [3, 4, 5] // Initialize shape. %shape = memref.alloc() : memref<2xindex> %c2 = arith.constant 2 : index %c3 = arith.constant 3 : index memref.store %c3, %shape[%c0] : memref<2xindex> memref.store %c2, %shape[%c1] : memref<2xindex> // Test cases. call @reshape_ranked_memref_to_ranked(%input, %shape) : (memref<2x3xf32>, memref<2xindex>) -> () call @reshape_unranked_memref_to_ranked(%input, %shape) : (memref<2x3xf32>, memref<2xindex>) -> () call @reshape_ranked_memref_to_unranked(%input, %shape) : (memref<2x3xf32>, memref<2xindex>) -> () call @reshape_unranked_memref_to_unranked(%input, %shape) : (memref<2x3xf32>, memref<2xindex>) -> () memref.dealloc %input : memref<2x3xf32> memref.dealloc %shape : memref<2xindex> return } func.func @reshape_ranked_memref_to_ranked(%input : memref<2x3xf32>, %shape : memref<2xindex>) { %output = memref.reshape %input(%shape) : (memref<2x3xf32>, memref<2xindex>) -> memref %unranked_output = memref.cast %output : memref to memref<*xf32> call @printMemrefF32(%unranked_output) : (memref<*xf32>) -> () // CHECK: rank = 2 offset = 0 sizes = [3, 2] strides = [2, 1] data = // CHECK: [0, 1], // CHECK: [2, 3], // CHECK: [4, 5] return } func.func @reshape_unranked_memref_to_ranked(%input : memref<2x3xf32>, %shape : memref<2xindex>) { %unranked_input = memref.cast %input : memref<2x3xf32> to memref<*xf32> %output = memref.reshape %input(%shape) : (memref<2x3xf32>, memref<2xindex>) -> memref %unranked_output = memref.cast %output : memref to memref<*xf32> call @printMemrefF32(%unranked_output) : (memref<*xf32>) -> () // CHECK: rank = 2 offset = 0 sizes = [3, 2] strides = [2, 1] data = // CHECK: [0, 1], // CHECK: [2, 3], // CHECK: [4, 5] return } func.func @reshape_ranked_memref_to_unranked(%input : memref<2x3xf32>, %shape : memref<2xindex>) { %dyn_size_shape = memref.cast %shape : memref<2xindex> to memref %output = memref.reshape %input(%dyn_size_shape) : (memref<2x3xf32>, memref) -> memref<*xf32> call @printMemrefF32(%output) : (memref<*xf32>) -> () // CHECK: rank = 2 offset = 0 sizes = [3, 2] strides = [2, 1] data = // CHECK: [0, 1], // CHECK: [2, 3], // CHECK: [4, 5] return } func.func @reshape_unranked_memref_to_unranked(%input : memref<2x3xf32>, %shape : memref<2xindex>) { %unranked_input = memref.cast %input : memref<2x3xf32> to memref<*xf32> %dyn_size_shape = memref.cast %shape : memref<2xindex> to memref %output = memref.reshape %input(%dyn_size_shape) : (memref<2x3xf32>, memref) -> memref<*xf32> call @printMemrefF32(%output) : (memref<*xf32>) -> () // CHECK: rank = 2 offset = 0 sizes = [3, 2] strides = [2, 1] data = // CHECK: [0, 1], // CHECK: [2, 3], // CHECK: [4, 5] return }