// RUN: mlir-opt %s -test-lower-to-llvm | \ // RUN: mlir-runner -e entry -entry-point-result=void \ // RUN: -shared-libs=%mlir_c_runner_utils | \ // RUN: FileCheck %s func.func @entry() { %i = arith.constant 2147483647: i32 %l = arith.constant 9223372036854775807 : i64 %f0 = arith.constant 0.0: f32 %f1 = arith.constant 1.0: f32 %f2 = arith.constant 2.0: f32 %f3 = arith.constant 3.0: f32 %f4 = arith.constant 4.0: f32 %f5 = arith.constant 5.0: f32 // Test simple broadcasts. %vi = vector.broadcast %i : i32 to vector<2xi32> %vl = vector.broadcast %l : i64 to vector<2xi64> %vf = vector.broadcast %f1 : f32 to vector<2x2x2xf32> vector.print %vi : vector<2xi32> vector.print %vl : vector<2xi64> vector.print %vf : vector<2x2x2xf32> // CHECK: ( 2147483647, 2147483647 ) // CHECK: ( 9223372036854775807, 9223372036854775807 ) // CHECK: ( ( ( 1, 1 ), ( 1, 1 ) ), ( ( 1, 1 ), ( 1, 1 ) ) ) // Test "duplication" in leading dimensions. %v0 = vector.broadcast %f1 : f32 to vector<4xf32> %v1 = vector.insert %f2, %v0[1] : f32 into vector<4xf32> %v2 = vector.insert %f3, %v1[2] : f32 into vector<4xf32> %v3 = vector.insert %f4, %v2[3] : f32 into vector<4xf32> %v4 = vector.broadcast %v3 : vector<4xf32> to vector<3x4xf32> %v5 = vector.broadcast %v3 : vector<4xf32> to vector<2x2x4xf32> vector.print %v3 : vector<4xf32> vector.print %v4 : vector<3x4xf32> vector.print %v5 : vector<2x2x4xf32> // CHECK: ( 1, 2, 3, 4 ) // CHECK: ( ( 1, 2, 3, 4 ), ( 1, 2, 3, 4 ), ( 1, 2, 3, 4 ) ) // CHECK: ( ( ( 1, 2, 3, 4 ), ( 1, 2, 3, 4 ) ), ( ( 1, 2, 3, 4 ), ( 1, 2, 3, 4 ) ) ) // Test straightforward "stretch" on a 1-D "scalar". %x = vector.broadcast %f5 : f32 to vector<1xf32> %y = vector.broadcast %x : vector<1xf32> to vector<8xf32> vector.print %y : vector<8xf32> // CHECK: ( 5, 5, 5, 5, 5, 5, 5, 5 ) // Test "stretch" in leading dimension. %s = vector.broadcast %v3 : vector<4xf32> to vector<1x4xf32> %t = vector.broadcast %s : vector<1x4xf32> to vector<3x4xf32> vector.print %s : vector<1x4xf32> vector.print %t : vector<3x4xf32> // CHECK: ( ( 1, 2, 3, 4 ) ) // CHECK: ( ( 1, 2, 3, 4 ), ( 1, 2, 3, 4 ), ( 1, 2, 3, 4 ) ) // Test "stretch" in trailing dimension. %a0 = vector.broadcast %f1 : f32 to vector<3x1xf32> %a1 = vector.insert %f2, %a0[1, 0] : f32 into vector<3x1xf32> %a2 = vector.insert %f3, %a1[2, 0] : f32 into vector<3x1xf32> %a3 = vector.broadcast %a2 : vector<3x1xf32> to vector<3x4xf32> vector.print %a2 : vector<3x1xf32> vector.print %a3 : vector<3x4xf32> // CHECK: ( ( 1 ), ( 2 ), ( 3 ) ) // CHECK: ( ( 1, 1, 1, 1 ), ( 2, 2, 2, 2 ), ( 3, 3, 3, 3 ) ) // Test "stretch" in middle dimension. %m0 = vector.broadcast %f0 : f32 to vector<3x1x2xf32> %m1 = vector.insert %f1, %m0[0, 0, 1] : f32 into vector<3x1x2xf32> %m2 = vector.insert %f2, %m1[1, 0, 0] : f32 into vector<3x1x2xf32> %m3 = vector.insert %f3, %m2[1, 0, 1] : f32 into vector<3x1x2xf32> %m4 = vector.insert %f4, %m3[2, 0, 0] : f32 into vector<3x1x2xf32> %m5 = vector.insert %f5, %m4[2, 0, 1] : f32 into vector<3x1x2xf32> %m6 = vector.broadcast %m5 : vector<3x1x2xf32> to vector<3x4x2xf32> vector.print %m5 : vector<3x1x2xf32> vector.print %m6 : vector<3x4x2xf32> // CHECK: ( ( ( 0, 1 ) ), ( ( 2, 3 ) ), ( ( 4, 5 ) ) ) // CHECK: ( ( ( 0, 1 ), ( 0, 1 ), ( 0, 1 ), ( 0, 1 ) ), // CHECK-SAME: ( ( 2, 3 ), ( 2, 3 ), ( 2, 3 ), ( 2, 3 ) ), // CHECK-SAME: ( ( 4, 5 ), ( 4, 5 ), ( 4, 5 ), ( 4, 5 ) ) ) return }