// RUN: mlir-opt %s -allow-unregistered-dialect -test-linalg-transform-patterns=test-vector-transfer-forwarding-patterns | FileCheck %s // CHECK-LABEL: testAllocRead // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: memref // CHECK-NOT: linalg.fill // CHECK-NOT: memref.copy // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: in_bounds func.func @testAllocRead(%in: memref) -> vector<32 x f32> { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<32 x f32> %subview = memref.subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> memref.copy %in, %subview : memref to memref<16 x f32> %0 = vector.transfer_read %alloc[%c0], %f0 {in_bounds = [true]} : memref<32 x f32>, vector<32 x f32> memref.dealloc %alloc : memref<32 x f32> return %0: vector<32 x f32> } // CHECK-LABEL: testAllocFillRead // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: memref // CHECK-NOT: linalg.fill // CHECK-NOT: memref.copy // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: in_bounds func.func @testAllocFillRead(%in: memref) -> vector<32 x f32> { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<32 x f32> linalg.fill ins(%f0 : f32) outs(%alloc : memref<32 x f32>) %subview = memref.subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> memref.copy %in, %subview : memref to memref<16 x f32> %0 = vector.transfer_read %alloc[%c0], %f0 {in_bounds = [true]} : memref<32 x f32>, vector<32 x f32> memref.dealloc %alloc : memref<32 x f32> return %0: vector<32 x f32> } // CHECK-LABEL: testViewRead // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: memref // CHECK-NOT: linalg.fill // CHECK-NOT: memref.copy // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: in_bounds func.func @testViewRead(%in: memref) -> vector<32 x f32> { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<128 x i8> %view = memref.view %alloc[%c0][] : memref<128 x i8> to memref<32 x f32> %subview = memref.subview %view[0][16][1] : memref<32 x f32> to memref<16 x f32> memref.copy %in, %subview : memref to memref<16 x f32> %0 = vector.transfer_read %view[%c0], %f0 {in_bounds = [true]} : memref<32 x f32>, vector<32 x f32> memref.dealloc %alloc : memref<128 x i8> return %0: vector<32 x f32> } // CHECK-LABEL: testViewFillRead // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: memref // CHECK-NOT: linalg.fill // CHECK-NOT: memref.copy // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: in_bounds func.func @testViewFillRead(%in: memref) -> vector<32 x f32> { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<128 x i8> %view = memref.view %alloc[%c0][] : memref<128 x i8> to memref<32 x f32> %subview = memref.subview %view[0][16][1] : memref<32 x f32> to memref<16 x f32> linalg.fill ins(%f0 : f32) outs(%view : memref<32 x f32>) memref.copy %in, %subview : memref to memref<16 x f32> %0 = vector.transfer_read %view[%c0], %f0 {in_bounds = [true]} : memref<32 x f32>, vector<32 x f32> memref.dealloc %alloc : memref<128 x i8> return %0: vector<32 x f32> } // CHECK-LABEL: testAllocWrite // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: vector // CHECK-SAME: %[[ARG1:[0-9a-zA-Z]*]]: memref // CHECK-NOT: memref.copy // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_write %[[ARG0]], %[[ARG1]] // CHECK-NOT: in_bounds func.func @testAllocWrite(%vec: vector<32 x f32>, %out: memref) { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<32 x f32> %subview = memref.subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> vector.transfer_write %vec, %alloc[%c0] {in_bounds = [true]} : vector<32 x f32>, memref<32 x f32> memref.copy %subview, %out : memref<16 x f32> to memref memref.dealloc %alloc : memref<32 x f32> return } // CHECK-LABEL: testViewWrite // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: vector // CHECK-SAME: %[[ARG1:[0-9a-zA-Z]*]]: memref // CHECK-NOT: memref.copy // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_write %[[ARG0]], %[[ARG1]] // CHECK-NOT: in_bounds func.func @testViewWrite(%vec: vector<32 x f32>, %out: memref) { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<128 x i8> %view = memref.view %alloc[%c0][] : memref<128 x i8> to memref<32 x f32> %subview = memref.subview %view[0][16][1] : memref<32 x f32> to memref<16 x f32> vector.transfer_write %vec, %view[%c0] {in_bounds = [true]} : vector<32 x f32>, memref<32 x f32> memref.copy %subview, %out : memref<16 x f32> to memref memref.dealloc %alloc : memref<128 x i8> return } ///===--------------------------------------------------------------------===/// // Negative tests ///===--------------------------------------------------------------------===/// // This should fail the rewrite due to mismatching fill and transfer read value. // CHECK-LABEL: failAllocFillRead // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: memref // CHECK-NOT: vector.transfer_read %[[ARG0]] // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: memref.copy // CHECK: vector.transfer_read %[[ALLOC]] func.func @failAllocFillRead(%in: memref) -> vector<32 x f32> { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %f1 = arith.constant 1.0: f32 %alloc = memref.alloc() : memref<32 x f32> linalg.fill ins(%f0 : f32) outs(%alloc : memref<32 x f32>) %subview = memref.subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> memref.copy %in, %subview : memref to memref<16 x f32> "some_interleaved_use"(%subview) : (memref<16 x f32>) -> () %0 = vector.transfer_read %alloc[%c0], %f1: memref<32 x f32>, vector<32 x f32> memref.dealloc %alloc : memref<32 x f32> return %0: vector<32 x f32> } // This should fail the rewrite due to some interleaved use. // CHECK-LABEL: failAllocWrite // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: vector // CHECK-SAME: %[[ARG1:[0-9a-zA-Z]*]]: memref // CHECK-NOT: vector.transfer_write %[[ARG0]], %[[ARG1]] // CHECK: %[[ALLOC:.*]] = memref.alloc // CHECK: vector.transfer_write %[[ARG0]], %[[ALLOC]] // CHECK: memref.copy func.func @failAllocWrite(%vec: vector<32 x f32>, %out: memref) { %c0 = arith.constant 0: index %f0 = arith.constant 0.0: f32 %alloc = memref.alloc() : memref<32 x f32> %subview = memref.subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> vector.transfer_write %vec, %alloc[%c0] : vector<32 x f32>, memref<32 x f32> "some_interleaved_use"(%subview) : (memref<16 x f32>) -> () memref.copy %subview, %out : memref<16 x f32> to memref memref.dealloc %alloc : memref<32 x f32> return }