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1// RUN: mlir-opt %s -split-input-file --sparse-buffer-rewrite --canonicalize --cse | FileCheck %s2 3// CHECK-LABEL: func @sparse_push_back(4// CHECK-SAME: %[[A:.*]]: index,5// CHECK-SAME: %[[B:.*]]: memref<?xf64>,6// CHECK-SAME: %[[C:.*]]: f64) -> (memref<?xf64>, index) {7// CHECK-DAG: %[[C1:.*]] = arith.constant 1 : index8// CHECK-DAG: %[[C2:.*]] = arith.constant 2 : index9// CHECK-DAG: %[[C0:.*]] = arith.constant 0 : index10// CHECK: %[[P1:.*]] = memref.dim %[[B]], %[[C0]]11// CHECK: %[[S2:.*]] = arith.addi %[[A]], %[[C1]] : index12// CHECK: %[[T:.*]] = arith.cmpi ugt, %[[S2]], %[[P1]]13// CHECK: %[[M:.*]] = scf.if %[[T]] -> (memref<?xf64>) {14// CHECK: %[[P2:.*]] = arith.muli %[[P1]], %[[C2]]15// CHECK: %[[M2:.*]] = memref.realloc %[[B]](%[[P2]])16// CHECK: scf.yield %[[M2]] : memref<?xf64>17// CHECK: } else {18// CHECK: scf.yield %[[B]] : memref<?xf64>19// CHECK: }20// CHECK: memref.store %[[C]], %[[M]]{{\[}}%[[A]]]21// CHECK: return %[[M]], %[[S2]]22func.func @sparse_push_back(%arg0: index, %arg1: memref<?xf64>, %arg2: f64) -> (memref<?xf64>, index) {23 %0:2 = sparse_tensor.push_back %arg0, %arg1, %arg2 : index, memref<?xf64>, f6424 return %0#0, %0#1 : memref<?xf64>, index25}26 27// -----28 29// CHECK-LABEL: func @sparse_push_back_n(30// CHECK-SAME: %[[S1:.*]]: index,31// CHECK-SAME: %[[B:.*]]: memref<?xf64>,32// CHECK-SAME: %[[C:.*]]: f64,33// CHECK-SAME: %[[D:.*]]: index) -> (memref<?xf64>, index) {34// CHECK-DAG: %[[C0:.*]] = arith.constant 0 : index35// CHECK-DAG: %[[C2:.*]] = arith.constant 2 : index36// CHECK: %[[P1:.*]] = memref.dim %[[B]], %[[C0]]37// CHECK: %[[S2:.*]] = arith.addi %[[S1]], %[[D]] : index38// CHECK: %[[T:.*]] = arith.cmpi ugt, %[[S2]], %[[P1]]39// CHECK: %[[M:.*]] = scf.if %[[T]] -> (memref<?xf64>) {40// CHECK: %[[P2:.*]] = scf.while (%[[I:.*]] = %[[P1]]) : (index) -> index {41// CHECK: %[[P3:.*]] = arith.muli %[[I]], %[[C2]] : index42// CHECK: %[[T2:.*]] = arith.cmpi ugt, %[[S2]], %[[P3]] : index43// CHECK: scf.condition(%[[T2]]) %[[P3]] : index44// CHECK: } do {45// CHECK: ^bb0(%[[I2:.*]]: index):46// CHECK: scf.yield %[[I2]] : index47// CHECK: }48// CHECK: %[[M2:.*]] = memref.realloc %[[B]](%[[P2]])49// CHECK: scf.yield %[[M2]] : memref<?xf64>50// CHECK: } else {51// CHECK: scf.yield %[[B]] : memref<?xf64>52// CHECK: }53// CHECK: %[[S:.*]] = memref.subview %[[M]]{{\[}}%[[S1]]] {{\[}}%[[D]]] [1]54// CHECK: linalg.fill ins(%[[C]] : f64) outs(%[[S]]55// CHECK: return %[[M]], %[[S2]] : memref<?xf64>, index56func.func @sparse_push_back_n(%arg0: index, %arg1: memref<?xf64>, %arg2: f64, %arg3: index) -> (memref<?xf64>, index) {57 %0:2 = sparse_tensor.push_back %arg0, %arg1, %arg2, %arg3 : index, memref<?xf64>, f64, index58 return %0#0, %0#1 : memref<?xf64>, index59}60 61// -----62 63// CHECK-LABEL: func @sparse_push_back_inbound(64// CHECK-SAME: %[[S1:.*]]: index,65// CHECK-SAME: %[[B:.*]]: memref<?xf64>,66// CHECK-SAME: %[[C:.*]]: f64) -> (memref<?xf64>, index) {67// CHECK-DAG: %[[C1:.*]] = arith.constant 1 : index68// CHECK: %[[S2:.*]] = arith.addi %[[S1]], %[[C1]]69// CHECK: memref.store %[[C]], %[[B]]{{\[}}%[[S1]]]70// CHECK: return %[[B]], %[[S2]] : memref<?xf64>, index71func.func @sparse_push_back_inbound(%arg0: index, %arg1: memref<?xf64>, %arg2: f64) -> (memref<?xf64>, index) {72 %0:2 = sparse_tensor.push_back inbounds %arg0, %arg1, %arg2 : index, memref<?xf64>, f6473 return %0#0, %0#1 : memref<?xf64>, index74}75 76// -----77 78#ID_MAP=affine_map<(d0, d1) -> (d0, d1)>79 80// Only check the generated supporting functions. We have integration test to81// verify correctness of the generated code.82//83// CHECK-DAG: func.func private @_sparse_partition_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) -> index {84// CHECK-DAG: func.func private @_sparse_qsort_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) {85// CHECK-LABEL: func.func @sparse_sort_coo_quick86func.func @sparse_sort_coo_quick(%arg0: index, %arg1: memref<100xindex>, %arg2: memref<?xf32>, %arg3: memref<10xi32>) -> (memref<100xindex>, memref<?xf32>, memref<10xi32>) {87 sparse_tensor.sort quick_sort %arg0, %arg1 jointly %arg2, %arg3 {perm_map = #ID_MAP, ny = 1: index} : memref<100xindex> jointly memref<?xf32>, memref<10xi32>88 return %arg1, %arg2, %arg3 : memref<100xindex>, memref<?xf32>, memref<10xi32>89}90 91// -----92 93#ID_MAP=affine_map<(d0, d1) -> (d0, d1)>94 95// Only check the generated supporting functions. We have integration test to96// verify correctness of the generated code.97//98// CHECK-DAG: func.func private @_sparse_binary_search_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) -> index {99// CHECK-DAG: func.func private @_sparse_sort_stable_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) {100// CHECK-DAG: func.func private @_sparse_shift_down_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>, %arg5: index) {101// CHECK-DAG: func.func private @_sparse_heap_sort_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) {102// CHECK-DAG: func.func private @_sparse_partition_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) -> index {103// CHECK-DAG: func.func private @_sparse_hybrid_qsort_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>, %arg5: i64) {104// CHECK-LABEL: func.func @sparse_sort_coo_hybrid105func.func @sparse_sort_coo_hybrid(%arg0: index, %arg1: memref<100xindex>, %arg2: memref<?xf32>, %arg3: memref<10xi32>) -> (memref<100xindex>, memref<?xf32>, memref<10xi32>) {106 sparse_tensor.sort hybrid_quick_sort %arg0, %arg1 jointly %arg2, %arg3 {perm_map = #ID_MAP, ny = 1: index} : memref<100xindex> jointly memref<?xf32>, memref<10xi32>107 return %arg1, %arg2, %arg3 : memref<100xindex>, memref<?xf32>, memref<10xi32>108}109 110// -----111 112#ID_MAP=affine_map<(d0, d1) -> (d0, d1)>113 114// Only check the generated supporting functions. We have integration test to115// verify correctness of the generated code.116//117// CHECK-DAG: func.func private @_sparse_binary_search_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) -> index {118// CHECK-DAG: func.func private @_sparse_sort_stable_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) {119// CHECK-LABEL: func.func @sparse_sort_coo_stable120func.func @sparse_sort_coo_stable(%arg0: index, %arg1: memref<100xindex>, %arg2: memref<?xf32>, %arg3: memref<10xi32>) -> (memref<100xindex>, memref<?xf32>, memref<10xi32>) {121 sparse_tensor.sort insertion_sort_stable %arg0, %arg1 jointly %arg2, %arg3 {perm_map = #ID_MAP, ny = 1: index} : memref<100xindex> jointly memref<?xf32>, memref<10xi32>122 return %arg1, %arg2, %arg3 : memref<100xindex>, memref<?xf32>, memref<10xi32>123}124 125// -----126 127#ID_MAP=affine_map<(d0, d1) -> (d0, d1)>128 129// Only check the generated supporting functions. We have integration test to130// verify correctness of the generated code.131//132// CHECK-DAG: func.func private @_sparse_shift_down_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>, %arg5: index) {133// CHECK-DAG: func.func private @_sparse_heap_sort_0_1_index_coo_1_f32_i32(%arg0: index, %arg1: index, %arg2: memref<?xindex>, %arg3: memref<?xf32>, %arg4: memref<?xi32>) {134// CHECK-LABEL: func.func @sparse_sort_coo_heap135func.func @sparse_sort_coo_heap(%arg0: index, %arg1: memref<100xindex>, %arg2: memref<?xf32>, %arg3: memref<10xi32>) -> (memref<100xindex>, memref<?xf32>, memref<10xi32>) {136 sparse_tensor.sort heap_sort %arg0, %arg1 jointly %arg2, %arg3 {perm_map = #ID_MAP, ny = 1: index} : memref<100xindex> jointly memref<?xf32>, memref<10xi32>137 return %arg1, %arg2, %arg3 : memref<100xindex>, memref<?xf32>, memref<10xi32>138}139