// RUN: mlir-opt -gpu-kernel-outlining -split-input-file -verify-diagnostics %s | FileCheck %s // CHECK: module attributes {gpu.container_module} // CHECK-LABEL: func @launch() func @launch() { // CHECK: %[[ARG0:.*]] = "op"() : () -> f32 %0 = "op"() : () -> (f32) // CHECK: %[[ARG1:.*]] = "op"() : () -> memref %1 = "op"() : () -> (memref) // CHECK: %[[GDIMX:.*]] = constant 8 %gDimX = constant 8 : index // CHECK: %[[GDIMY:.*]] = constant 12 %gDimY = constant 12 : index // CHECK: %[[GDIMZ:.*]] = constant 16 %gDimZ = constant 16 : index // CHECK: %[[BDIMX:.*]] = constant 20 %bDimX = constant 20 : index // CHECK: %[[BDIMY:.*]] = constant 24 %bDimY = constant 24 : index // CHECK: %[[BDIMZ:.*]] = constant 28 %bDimZ = constant 28 : index // CHECK: "gpu.launch_func"(%[[GDIMX]], %[[GDIMY]], %[[GDIMZ]], %[[BDIMX]], %[[BDIMY]], %[[BDIMZ]], %[[ARG0]], %[[ARG1]]) {kernel = "launch_kernel", kernel_module = @launch_kernel} : (index, index, index, index, index, index, f32, memref) -> () // CHECK-NOT: gpu.launch blocks gpu.launch blocks(%bx, %by, %bz) in (%grid_x = %gDimX, %grid_y = %gDimY, %grid_z = %gDimZ) threads(%tx, %ty, %tz) in (%block_x = %bDimX, %block_y = %bDimY, %block_z = %bDimZ) args(%arg0 = %0, %arg1 = %1) : f32, memref { "use"(%arg0): (f32) -> () "some_op"(%bx, %block_x) : (index, index) -> () %42 = load %arg1[%tx] : memref gpu.return } return } // CHECK-LABEL: module @launch_kernel // CHECK-NEXT: gpu.func @launch_kernel // CHECK-SAME: (%[[KERNEL_ARG0:.*]]: f32, %[[KERNEL_ARG1:.*]]: memref) // CHECK-NEXT: %[[BID:.*]] = "gpu.block_id"() {dimension = "x"} : () -> index // CHECK-NEXT: = "gpu.block_id"() {dimension = "y"} : () -> index // CHECK-NEXT: = "gpu.block_id"() {dimension = "z"} : () -> index // CHECK-NEXT: %[[TID:.*]] = "gpu.thread_id"() {dimension = "x"} : () -> index // CHECK-NEXT: = "gpu.thread_id"() {dimension = "y"} : () -> index // CHECK-NEXT: = "gpu.thread_id"() {dimension = "z"} : () -> index // CHECK-NEXT: = "gpu.grid_dim"() {dimension = "x"} : () -> index // CHECK-NEXT: = "gpu.grid_dim"() {dimension = "y"} : () -> index // CHECK-NEXT: = "gpu.grid_dim"() {dimension = "z"} : () -> index // CHECK-NEXT: %[[BDIM:.*]] = "gpu.block_dim"() {dimension = "x"} : () -> index // CHECK-NEXT: = "gpu.block_dim"() {dimension = "y"} : () -> index // CHECK-NEXT: = "gpu.block_dim"() {dimension = "z"} : () -> index // CHECK-NEXT: "use"(%[[KERNEL_ARG0]]) : (f32) -> () // CHECK-NEXT: "some_op"(%[[BID]], %[[BDIM]]) : (index, index) -> () // CHECK-NEXT: = load %[[KERNEL_ARG1]][%[[TID]]] : memref // ----- // CHECK: module attributes {gpu.container_module} func @multiple_launches() { // CHECK: %[[CST:.*]] = constant 8 : index %cst = constant 8 : index // CHECK: "gpu.launch_func"(%[[CST]], %[[CST]], %[[CST]], %[[CST]], %[[CST]], %[[CST]]) {kernel = "multiple_launches_kernel", kernel_module = @multiple_launches_kernel} : (index, index, index, index, index, index) -> () gpu.launch blocks(%bx, %by, %bz) in (%grid_x = %cst, %grid_y = %cst, %grid_z = %cst) threads(%tx, %ty, %tz) in (%block_x = %cst, %block_y = %cst, %block_z = %cst) { gpu.return } // CHECK: "gpu.launch_func"(%[[CST]], %[[CST]], %[[CST]], %[[CST]], %[[CST]], %[[CST]]) {kernel = "multiple_launches_kernel", kernel_module = @multiple_launches_kernel_0} : (index, index, index, index, index, index) -> () gpu.launch blocks(%bx2, %by2, %bz2) in (%grid_x2 = %cst, %grid_y2 = %cst, %grid_z2 = %cst) threads(%tx2, %ty2, %tz2) in (%block_x2 = %cst, %block_y2 = %cst, %block_z2 = %cst) { gpu.return } return } // CHECK: module @multiple_launches_kernel // CHECK: func @multiple_launches_kernel // CHECK: module @multiple_launches_kernel_0 // CHECK: func @multiple_launches_kernel // ----- func @extra_constants(%arg0 : memref) { // CHECK: %[[CST:.*]] = constant 8 : index %cst = constant 8 : index %cst2 = constant 2 : index %cst3 = dim %arg0, 0 : memref // CHECK: "gpu.launch_func"(%[[CST]], %[[CST]], %[[CST]], %[[CST]], %[[CST]], %[[CST]], %{{.*}}) {kernel = "extra_constants_kernel", kernel_module = @extra_constants_kernel} : (index, index, index, index, index, index, memref) -> () gpu.launch blocks(%bx, %by, %bz) in (%grid_x = %cst, %grid_y = %cst, %grid_z = %cst) threads(%tx, %ty, %tz) in (%block_x = %cst, %block_y = %cst, %block_z = %cst) args(%kernel_arg0 = %cst2, %kernel_arg1 = %arg0, %kernel_arg2 = %cst3) : index, memref, index { "use"(%kernel_arg0, %kernel_arg1, %kernel_arg2) : (index, memref, index) -> () gpu.return } return } // CHECK-LABEL: func @extra_constants_kernel(%{{.*}}: memref) // CHECK: constant // CHECK: constant // ----- llvm.mlir.global internal @global(42 : i64) : !llvm.i64 func @function_call(%arg0 : memref) { %cst = constant 8 : index gpu.launch blocks(%bx, %by, %bz) in (%grid_x = %cst, %grid_y = %cst, %grid_z = %cst) threads(%tx, %ty, %tz) in (%block_x = %cst, %block_y = %cst, %block_z = %cst) { call @device_function() : () -> () call @device_function() : () -> () %0 = llvm.mlir.addressof @global : !llvm<"i64*"> gpu.return } return } func @device_function() { call @recursive_device_function() : () -> () gpu.return } func @recursive_device_function() { call @recursive_device_function() : () -> () gpu.return } // CHECK: module @function_call_kernel attributes {gpu.kernel_module} { // CHECK: gpu.func @function_call_kernel() // CHECK: call @device_function() : () -> () // CHECK: call @device_function() : () -> () // CHECK: llvm.mlir.addressof @global : !llvm<"i64*"> // // CHECK: llvm.mlir.global internal @global(42 : i64) : !llvm.i64 // // CHECK: func @device_function() // CHECK: func @recursive_device_function() // CHECK-NOT: func @device_function