// 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: linalg.copy // CHECK: %[[ALLOC:.*]] = alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: masked func @testAllocRead(%in: memref) -> vector<32 x f32> { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<32 x f32> %subview = subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> linalg.copy(%in, %subview): memref, memref<16 x f32> %0 = vector.transfer_read %alloc[%c0], %f0 {masked = [false]} : memref<32 x f32>, vector<32 x f32> 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: linalg.copy // CHECK: %[[ALLOC:.*]] = alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: masked func @testAllocFillRead(%in: memref) -> vector<32 x f32> { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<32 x f32> linalg.fill(%alloc, %f0): memref<32 x f32>, f32 %subview = subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> linalg.copy(%in, %subview): memref, memref<16 x f32> %0 = vector.transfer_read %alloc[%c0], %f0 {masked = [false]} : memref<32 x f32>, vector<32 x f32> 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: linalg.copy // CHECK: %[[ALLOC:.*]] = alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: masked func @testViewRead(%in: memref) -> vector<32 x f32> { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<128 x i8> %view = view %alloc[%c0][] : memref<128 x i8> to memref<32 x f32> %subview = subview %view[0][16][1] : memref<32 x f32> to memref<16 x f32> linalg.copy(%in, %subview): memref, memref<16 x f32> %0 = vector.transfer_read %view[%c0], %f0 {masked = [false]} : memref<32 x f32>, vector<32 x f32> 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: linalg.copy // CHECK: %[[ALLOC:.*]] = alloc // CHECK: vector.transfer_read %[[ARG0]] // CHECK-NOT: masked func @testViewFillRead(%in: memref) -> vector<32 x f32> { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<128 x i8> %view = view %alloc[%c0][] : memref<128 x i8> to memref<32 x f32> %subview = subview %view[0][16][1] : memref<32 x f32> to memref<16 x f32> linalg.fill(%view, %f0): memref<32 x f32>, f32 linalg.copy(%in, %subview): memref, memref<16 x f32> %0 = vector.transfer_read %view[%c0], %f0 {masked = [false]} : memref<32 x f32>, vector<32 x f32> 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: linalg.copy // CHECK: %[[ALLOC:.*]] = alloc // CHECK: vector.transfer_write %[[ARG0]], %[[ARG1]] // CHECK-NOT: masked func @testAllocWrite(%vec: vector<32 x f32>, %out: memref) { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<32 x f32> %subview = subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> vector.transfer_write %vec, %alloc[%c0] {masked = [false]} : vector<32 x f32>, memref<32 x f32> linalg.copy(%subview, %out): memref<16 x f32>, 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: linalg.copy // CHECK: %[[ALLOC:.*]] = alloc // CHECK: vector.transfer_write %[[ARG0]], %[[ARG1]] // CHECK-NOT: masked func @testViewWrite(%vec: vector<32 x f32>, %out: memref) { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<128 x i8> %view = view %alloc[%c0][] : memref<128 x i8> to memref<32 x f32> %subview = subview %view[0][16][1] : memref<32 x f32> to memref<16 x f32> vector.transfer_write %vec, %view[%c0] {masked = [false]} : vector<32 x f32>, memref<32 x f32> linalg.copy(%subview, %out): memref<16 x f32>, 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:.*]] = alloc // CHECK: linalg.copy // CHECK: vector.transfer_read %[[ALLOC]] func @failAllocFillRead(%in: memref) -> vector<32 x f32> { %c0 = constant 0: index %f0 = constant 0.0: f32 %f1 = constant 1.0: f32 %alloc = alloc() : memref<32 x f32> linalg.fill(%alloc, %f0): memref<32 x f32>, f32 %subview = subview %alloc[0][16][1] : memref<32 x f32> to memref<16 x f32> linalg.copy(%in, %subview): memref, 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> 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:.*]] = alloc // CHECK: vector.transfer_write %[[ARG0]], %[[ALLOC]] // CHECK: linalg.copy func @failAllocWrite(%vec: vector<32 x f32>, %out: memref) { %c0 = constant 0: index %f0 = constant 0.0: f32 %alloc = alloc() : memref<32 x f32> %subview = 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>) -> () linalg.copy(%subview, %out): memref<16 x f32>, memref dealloc %alloc : memref<32 x f32> return }