// RUN: mlir-opt %s -test-arm-sme-tile-allocation=preprocess-only -split-input-file | FileCheck %s // This file tests the inserting copies for the SME tile allocation. Copies are // inserted at `cf.br` ops (the predecessors to block arguments). Conditional // branches are split to prevent conflicts (see cond_br_with_backedge). // CHECK-LABEL: func.func @simple_branch( // CHECK-SAME: %[[TILE:.*]]: vector<[4]x[4]xf32>) // %[[COPY:.*]] = arm_sme.copy_tile %[[TILE]] : vector<[4]x[4]xf32> // cf.br ^bb1(%[[COPY]] : vector<[4]x[4]xf32>) // ^bb1(%[[BLOCK_ARG:.*]]: vector<[4]x[4]xf32>): func.func @simple_branch(%tile : vector<[4]x[4]xf32>) { cf.br ^bb1(%tile: vector<[4]x[4]xf32>) ^bb1(%blockArg: vector<[4]x[4]xf32>): return } // ----- // Note: The ^POINTLESS_SHIM_FOR_BB2 block is added as the cond_br splitting does // not check if it needs to insert a copy or not (there is no harm in the empty // block though -- it will fold away later). // CHECK-LABEL: func.func @cond_branch( // CHECK-SAME: %[[COND:.*]]: i1, %[[TILE:.*]]: vector<[4]x[4]xf32> // CHECK: cf.cond_br %[[COND]], ^[[BB1_COPIES:[[:alnum:]]+]], ^[[POINTLESS_SHIM_FOR_BB2:[[:alnum:]]+]] // CHECK: ^[[POINTLESS_SHIM_FOR_BB2]]: // CHECK: cf.br ^[[BB2:.*]] // CHECK: ^[[BB1_COPIES]]: // CHECK: arm_sme.copy_tile %[[TILE]] : vector<[4]x[4]xf32> // CHECK: cf.br ^[[BB1:.*]] func.func @cond_branch(%cond: i1, %tile: vector<[4]x[4]xf32>) { cf.cond_br %cond, ^bb1(%tile: vector<[4]x[4]xf32>), ^bb2 ^bb1(%blockArg: vector<[4]x[4]xf32>): return ^bb2: return } // ----- // Reduction of a real world example that shows why we must split conditional branches. // CHECK-LABEL: @cond_branch_with_backedge( // CHECK-SAME: %[[TILEA:[[:alnum:]]+]]: vector<[4]x[4]xf32>, %[[TILEB:[[:alnum:]]+]]: vector<[4]x[4]xf32>, // CHECK-SAME: %[[TILEC:[[:alnum:]]+]]: vector<[4]x[4]xf32>, %[[TILED:[[:alnum:]]+]]: vector<[4]x[4]xf32>, // CHECK: %[[BB1_COPY_0:.*]] = arm_sme.copy_tile %[[TILEA]] : vector<[4]x[4]xf32> // CHECK: cf.br ^bb1(%{{[[:alnum:]]+}}, %[[BB1_COPY_0]] // CHECK: ^bb1(%[[CURRENT_INDEX:.*]]: index, %[[ITER_TILE:.*]]: vector<[4]x[4]xf32>): // CHECK: %[[CONTINUE_LOOP:.*]] = arith.cmpi // CHECK: cf.cond_br %[[CONTINUE_LOOP]], ^[[BB2_COPIES:[[:alnum:]]+]], ^[[BB3_COPIES:[[:alnum:]]+]] // CHECK: ^[[BB3_COPIES]]: // CHECK-NEXT: %[[BB3_COPY_0:.*]] = arm_sme.copy_tile %[[ITER_TILE]] : vector<[4]x[4]xf32> // CHECK-NEXT: %[[BB3_COPY_1:.*]] = arm_sme.copy_tile %[[TILEB]] : vector<[4]x[4]xf32> // CHECK-NEXT: %[[BB3_COPY_2:.*]] = arm_sme.copy_tile %[[TILEC]] : vector<[4]x[4]xf32> // CHECK-NEXT: %[[BB3_COPY_3:.*]] = arm_sme.copy_tile %[[TILED]] : vector<[4]x[4]xf32> // CHECK-NEXT: cf.br ^[[BB3:[[:alnum:]]+]](%[[BB3_COPY_0]], %[[BB3_COPY_1]], %[[BB3_COPY_2]], %[[BB3_COPY_3]] // CHECK: ^[[BB2_COPIES]]: // CHECK-NEXT: cf.br ^[[BB2:[[:alnum:]]+]] // CHECK: ^[[BB2]]: // CHECK-NEXT: %[[NEXT_TILE:.*]] = arm_sme.insert_tile_slice %{{.*}}, %[[ITER_TILE]] // CHECK: %[[BB1_COPY_1:.*]] = arm_sme.copy_tile %[[NEXT_TILE]] : vector<[4]x[4]xf32> // CHECK: cf.br ^bb1(%{{[[:alnum:]]+}}, %[[BB1_COPY_1]] // CHECK: ^[[BB3]](%{{.*}}: vector<[4]x[4]xf32>): // CHECK-NEXT: return func.func @cond_branch_with_backedge(%tileA: vector<[4]x[4]xf32>, %tileB: vector<[4]x[4]xf32>, %tileC: vector<[4]x[4]xf32>, %tileD: vector<[4]x[4]xf32>, %slice: vector<[4]xf32>) { %c0 = arith.constant 0 : index %c1 = arith.constant 1 : index %c10 = arith.constant 10 : index // Live here: %tileA, %tileB, %tileC, %tileD cf.br ^bb1(%c0, %tileA : index, vector<[4]x[4]xf32>) ^bb1(%currentIndex: index, %iterTile: vector<[4]x[4]xf32>): %continueLoop = arith.cmpi slt, %currentIndex, %c10 : index // Live here: %iterTile, %tileB, %tileC, %tileD // %iterTile, %tileB, %tileC, %tileD are live out (in the ^bb2 case). If we // inserted the (four) `arm_sme.copy_tile` operations here we would run out of tiles. // However, note that the copies are only needed if we take the ^bb3 path. So, if we add // a new block along that path we can insert the copies without any conflicts. cf.cond_br %continueLoop, ^bb2, ^bb3(%iterTile, %tileB, %tileC, %tileD : vector<[4]x[4]xf32>, vector<[4]x[4]xf32>, vector<[4]x[4]xf32>, vector<[4]x[4]xf32>) ^bb2: // Live here: %iterTile, %tileB, %tileC, %tileD %nextTile = arm_sme.insert_tile_slice %slice, %iterTile[%currentIndex] : vector<[4]xf32> into vector<[4]x[4]xf32> %nextIndex = arith.addi %currentIndex, %c1 : index cf.br ^bb1(%nextIndex, %nextTile : index, vector<[4]x[4]xf32>) ^bb3(%finalTileA: vector<[4]x[4]xf32>, %finalTileB: vector<[4]x[4]xf32>, %finalTileC: vector<[4]x[4]xf32>, %finalTileD: vector<[4]x[4]xf32>): // Live here: %finalTileA, %finalTileB, %finalTileC, %finalTileD return } // ----- // CHECK-LABEL: @tile_dominance // CHECK-NOT: arm_sme.copy_tile func.func @tile_dominance(%arg0: vector<[4]x[4]xf32>) { cf.br ^bb1 ^bb1: // 2 preds: ^bb0, ^bb4 "test.some_use"(%arg0) : (vector<[4]x[4]xf32>) -> () return ^bb2: // no predecessors %0 = arm_sme.get_tile : vector<[4]x[4]xf32> cf.br ^bb3 ^bb3: // pred: ^bb2 "test.some_use"(%0) : (vector<[4]x[4]xf32>) -> () return ^bb4: // no predecessors cf.br ^bb1 ^bb5: // no predecessors return } // ----- // CHECK-LABEL: func.func @cond_branch_true_and_false_tile_args( // CHECK-SAME: %[[COND:.*]]: i1, %[[TILE:.*]]: vector<[4]x[4]xf32> // CHECK-NEXT: cf.cond_br %[[COND]], ^[[BB1_COPIES:[[:alnum:]]+]], ^[[BB2_COPIES:[[:alnum:]]+]] // CHECK: ^[[BB2_COPIES]]: // CHECK-NEXT: %[[COPY_0:.*]] = arm_sme.copy_tile %[[TILE]] : vector<[4]x[4]xf32> // CHECK-NEXT: cf.br ^[[BB2:[[:alnum:]]+]](%[[COPY_0]] // CHECK: ^[[BB1_COPIES]]: // CHECK-NEXT: %[[COPY_1:.*]] = arm_sme.copy_tile %[[TILE]] : vector<[4]x[4]xf32> // CHECK-NEXT: cf.br ^[[BB1:[[:alnum:]]+]](%[[COPY_1]] // CHECK: ^[[BB1]]{{.*}}: // CHECK-NEXT: return // CHECK: ^[[BB2]]{{.*}}: // CHECK-NEXT: return func.func @cond_branch_true_and_false_tile_args(%cond: i1, %tile: vector<[4]x[4]xf32>) { cf.cond_br %cond, ^bb1(%tile: vector<[4]x[4]xf32>), ^bb2(%tile: vector<[4]x[4]xf32>) ^bb1(%blockArg0: vector<[4]x[4]xf32>): return ^bb2(%blockArg1: vector<[4]x[4]xf32>): return } // ----- // CHECK-LABEL: @multiple_predecessors // CHECK: ^bb1: // CHECK-NEXT: %[[TILE:.*]] = arm_sme.get_tile : vector<[4]x[4]xf32> // CHECK-NEXT: %[[COPY_0:.*]] = arm_sme.copy_tile %[[TILE]] : vector<[4]x[4]xf32> // CHECK-NEXT: cf.br ^bb3(%[[COPY_0]] : vector<[4]x[4]xf32>) // CHECK: ^bb2: // CHECK-NEXT: %[[ZERO:.*]] = arm_sme.zero : vector<[4]x[4]xf32> // CHECK-NEXT: %[[COPY_1:.*]] = arm_sme.copy_tile %[[ZERO]] : vector<[4]x[4]xf32> // CHECK-NEXT: cf.br ^bb3(%[[COPY_1]] : vector<[4]x[4]xf32>) // CHECK: ^bb3({{.*}}): // CHECK-NEXT: return func.func @multiple_predecessors(%cond: i1) { cf.cond_br %cond, ^bb1, ^bb2 ^bb1: %tile = arm_sme.get_tile : vector<[4]x[4]xf32> cf.br ^bb3(%tile : vector<[4]x[4]xf32>) ^bb2: %zero = arm_sme.zero : vector<[4]x[4]xf32> cf.br ^bb3(%zero : vector<[4]x[4]xf32>) ^bb3(%blockArg: vector<[4]x[4]xf32>): // pred: ^bb1, ^bb2 return }