| // RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file -pass-pipeline='func(canonicalize)' | FileCheck %s |
| |
| // Affine maps for test case: compose_affine_maps_1dto2d_no_symbols |
| // CHECK-DAG: [[$MAP0:#map[0-9]+]] = affine_map<(d0) -> (d0 - 1)> |
| // CHECK-DAG: [[$MAP1:#map[0-9]+]] = affine_map<(d0) -> (d0 + 1)> |
| |
| // Affine maps for test case: compose_affine_maps_1dto2d_with_symbols |
| // CHECK-DAG: [[$MAP4:#map[0-9]+]] = affine_map<(d0) -> (d0 - 4)> |
| // CHECK-DAG: [[$MAP4b:#map[0-9]+]] = affine_map<(d0) -> (d0 - 7)> |
| // CHECK-DAG: [[$MAP7:#map[0-9]+]] = affine_map<(d0) -> (d0 * 2 - 3)> |
| // CHECK-DAG: [[$MAP7a:#map[0-9]+]] = affine_map<(d0) -> (d0 * 2 + 1)> |
| |
| // Affine map for test case: compose_affine_maps_d2_tile |
| // CHECK-DAG: [[$MAP8:#map[0-9]+]] = affine_map<(d0, d1) -> (d1 + (d0 ceildiv 4) * 4 - (d1 floordiv 4) * 4)> |
| // CHECK-DAG: [[$MAP8a:#map[0-9]+]] = affine_map<(d0, d1) -> (d1 + (d0 ceildiv 8) * 8 - (d1 floordiv 8) * 8)> |
| |
| // Affine maps for test case: compose_affine_maps_dependent_loads |
| // CHECK-DAG: [[$MAP9:#map[0-9]+]] = affine_map<(d0) -> (d0 + 3)> |
| // CHECK-DAG: [[$MAP10:#map[0-9]+]] = affine_map<(d0) -> (d0 * 3)> |
| // CHECK-DAG: [[$MAP11:#map[0-9]+]] = affine_map<(d0) -> ((d0 + 3) ceildiv 3)> |
| // CHECK-DAG: [[$MAP12:#map[0-9]+]] = affine_map<(d0) -> (d0 * 7 - 49)> |
| |
| // Affine maps for test case: compose_affine_maps_diamond_dependency |
| // CHECK-DAG: [[$MAP13A:#map[0-9]+]] = affine_map<(d0) -> ((d0 + 6) ceildiv 8)> |
| // CHECK-DAG: [[$MAP13B:#map[0-9]+]] = affine_map<(d0) -> ((d0 * 4 - 4) floordiv 3)> |
| |
| // Affine maps for test case: partial_fold_map |
| // CHECK-DAG: [[$MAP15:#map[0-9]+]] = affine_map<()[s0] -> (s0 - 42)> |
| |
| // Affine maps for test cases: symbolic_composition_* |
| // CHECK-DAG: [[$MAP_symbolic_composition_a:#map[0-9]+]] = affine_map<()[s0] -> (s0 * 512)> |
| // CHECK-DAG: [[$MAP_symbolic_composition_b:#map[0-9]+]] = affine_map<()[s0] -> (s0 * 4)> |
| // CHECK-DAG: [[$MAP_symbolic_composition_c:#map[0-9]+]] = affine_map<()[s0, s1] -> (s0 * 3 + s1)> |
| // CHECK-DAG: [[$MAP_symbolic_composition_d:#map[0-9]+]] = affine_map<()[s0, s1] -> (s1 * 3 + s0)> |
| |
| // Affine maps for test cases: map_mix_dims_and_symbols_* |
| // CHECK-DAG: [[$MAP_mix_dims_and_symbols_b:#map[0-9]+]] = affine_map<()[s0, s1] -> (s1 + s0 * 42 + 6)> |
| // CHECK-DAG: [[$MAP_mix_dims_and_symbols_c:#map[0-9]+]] = affine_map<()[s0, s1] -> (s1 * 4 + s0 * 168 - 4)> |
| // CHECK-DAG: [[$MAP_mix_dims_and_symbols_d:#map[0-9]+]] = affine_map<()[s0, s1] -> ((s1 + s0 * 42 + 6) ceildiv 8)> |
| // CHECK-DAG: [[$MAP_mix_dims_and_symbols_e:#map[0-9]+]] = affine_map<()[s0, s1] -> ((s1 * 4 + s0 * 168 - 4) floordiv 3)> |
| |
| // Affine maps for test case: $symbolic_semi_affine |
| // CHECK-DAG: [[$symbolic_semi_affine:#map[0-9]+]] = affine_map<(d0)[s0] -> (d0 floordiv (s0 + 1))> |
| |
| // CHECK-LABEL: func @compose_affine_maps_1dto2d_no_symbols() { |
| func @compose_affine_maps_1dto2d_no_symbols() { |
| %0 = alloc() : memref<4x4xf32> |
| |
| affine.for %i0 = 0 to 15 { |
| // Test load[%x, %x] |
| |
| %x0 = affine.apply affine_map<(d0) -> (d0 - 1)> (%i0) |
| %x1_0 = affine.apply affine_map<(d0, d1) -> (d0)> (%x0, %x0) |
| %x1_1 = affine.apply affine_map<(d0, d1) -> (d1)> (%x0, %x0) |
| |
| // CHECK: [[I0A:%[0-9]+]] = affine.apply [[$MAP0]](%{{.*}}) |
| // CHECK-NEXT: [[V0:%[0-9]+]] = load %0{{\[}}[[I0A]], [[I0A]]{{\]}} |
| %v0 = load %0[%x1_0, %x1_1] : memref<4x4xf32> |
| |
| // Test store[%y, %y] |
| %y0 = affine.apply affine_map<(d0) -> (d0 + 1)> (%i0) |
| %y1_0 = affine.apply affine_map<(d0, d1) -> (d0)> (%y0, %y0) |
| %y1_1 = affine.apply affine_map<(d0, d1) -> (d1)> (%y0, %y0) |
| |
| // CHECK-NEXT: [[I1A:%[0-9]+]] = affine.apply [[$MAP1]](%{{.*}}) |
| // CHECK-NEXT: store [[V0]], %0{{\[}}[[I1A]], [[I1A]]{{\]}} |
| store %v0, %0[%y1_0, %y1_1] : memref<4x4xf32> |
| |
| // Test store[%x, %y] |
| %xy_0 = affine.apply affine_map<(d0, d1) -> (d0)> (%x0, %y0) |
| %xy_1 = affine.apply affine_map<(d0, d1) -> (d1)> (%x0, %y0) |
| |
| // CHECK-NEXT: store [[V0]], %0{{\[}}[[I0A]], [[I1A]]{{\]}} |
| store %v0, %0[%xy_0, %xy_1] : memref<4x4xf32> |
| |
| // Test store[%y, %x] |
| %yx_0 = affine.apply affine_map<(d0, d1) -> (d0)> (%y0, %x0) |
| %yx_1 = affine.apply affine_map<(d0, d1) -> (d1)> (%y0, %x0) |
| // CHECK-NEXT: store [[V0]], %0{{\[}}[[I1A]], [[I0A]]{{\]}} |
| store %v0, %0[%yx_0, %yx_1] : memref<4x4xf32> |
| } |
| return |
| } |
| |
| // CHECK-LABEL: func @compose_affine_maps_1dto2d_with_symbols() { |
| func @compose_affine_maps_1dto2d_with_symbols() { |
| %0 = alloc() : memref<4x4xf32> |
| |
| affine.for %i0 = 0 to 15 { |
| // Test load[%x0, %x0] with symbol %c4 |
| %c4 = constant 4 : index |
| %x0 = affine.apply affine_map<(d0)[s0] -> (d0 - s0)> (%i0)[%c4] |
| |
| // CHECK: [[I0:%[0-9]+]] = affine.apply [[$MAP4]](%{{.*}}) |
| // CHECK-NEXT: [[V0:%[0-9]+]] = load %{{[0-9]+}}{{\[}}[[I0]], [[I0]]{{\]}} |
| %v0 = load %0[%x0, %x0] : memref<4x4xf32> |
| |
| // Test load[%x0, %x1] with symbol %c4 captured by '%x0' map. |
| %x1 = affine.apply affine_map<(d0) -> (d0 + 1)> (%i0) |
| %y1 = affine.apply affine_map<(d0, d1) -> (d0+d1)> (%x0, %x1) |
| // CHECK-NEXT: [[I1:%[0-9]+]] = affine.apply [[$MAP7]](%{{.*}}) |
| // CHECK-NEXT: store [[V0]], %{{[0-9]+}}{{\[}}[[I1]], [[I1]]{{\]}} |
| store %v0, %0[%y1, %y1] : memref<4x4xf32> |
| |
| // Test store[%x1, %x0] with symbol %c4 captured by '%x0' map. |
| %y2 = affine.apply affine_map<(d0, d1) -> (d0 + d1)> (%x1, %x0) |
| // CHECK-NEXT: [[I2:%[0-9]+]] = affine.apply [[$MAP7]](%{{.*}}) |
| // CHECK-NEXT: store [[V0]], %{{[0-9]+}}{{\[}}[[I2]], [[I2]]{{\]}} |
| store %v0, %0[%y2, %y2] : memref<4x4xf32> |
| |
| // Test store[%x2, %x0] with symbol %c4 from '%x0' and %c5 from '%x2' |
| %c5 = constant 5 : index |
| %x2 = affine.apply affine_map<(d0)[s0] -> (d0 + s0)> (%i0)[%c5] |
| %y3 = affine.apply affine_map<(d0, d1) -> (d0 + d1)> (%x2, %x0) |
| // CHECK: [[I3:%[0-9]+]] = affine.apply [[$MAP7a]](%{{.*}}) |
| // CHECK-NEXT: store [[V0]], %{{[0-9]+}}{{\[}}[[I3]], [[I3]]{{\]}} |
| store %v0, %0[%y3, %y3] : memref<4x4xf32> |
| } |
| return |
| } |
| |
| // CHECK-LABEL: func @compose_affine_maps_2d_tile() { |
| func @compose_affine_maps_2d_tile() { |
| %0 = alloc() : memref<16x32xf32> |
| %1 = alloc() : memref<16x32xf32> |
| |
| %c4 = constant 4 : index |
| %c8 = constant 8 : index |
| |
| affine.for %i0 = 0 to 3 { |
| %x0 = affine.apply affine_map<(d0)[s0] -> (d0 ceildiv s0)> (%i0)[%c4] |
| affine.for %i1 = 0 to 3 { |
| %x1 = affine.apply affine_map<(d0)[s0] -> (d0 ceildiv s0)> (%i1)[%c8] |
| affine.for %i2 = 0 to 3 { |
| %x2 = affine.apply affine_map<(d0)[s0] -> (d0 mod s0)> (%i2)[%c4] |
| affine.for %i3 = 0 to 3 { |
| %x3 = affine.apply affine_map<(d0)[s0] -> (d0 mod s0)> (%i3)[%c8] |
| |
| %x40 = affine.apply affine_map<(d0, d1, d2, d3)[s0, s1] -> |
| ((d0 * s0) + d2)> (%x0, %x1, %x2, %x3)[%c4, %c8] |
| %x41 = affine.apply affine_map<(d0, d1, d2, d3)[s0, s1] -> |
| ((d1 * s1) + d3)> (%x0, %x1, %x2, %x3)[%c4, %c8] |
| // CHECK: [[I0:%[0-9]+]] = affine.apply [[$MAP8]](%{{.*}}, %{{.*}}) |
| // CHECK: [[I1:%[0-9]+]] = affine.apply [[$MAP8a]](%{{.*}}, %{{.*}}) |
| // CHECK-NEXT: [[L0:%[0-9]+]] = load %{{[0-9]+}}{{\[}}[[I0]], [[I1]]{{\]}} |
| %v0 = load %0[%x40, %x41] : memref<16x32xf32> |
| |
| // CHECK-NEXT: store [[L0]], %{{[0-9]+}}{{\[}}[[I0]], [[I1]]{{\]}} |
| store %v0, %1[%x40, %x41] : memref<16x32xf32> |
| } |
| } |
| } |
| } |
| return |
| } |
| |
| // CHECK-LABEL: func @compose_affine_maps_dependent_loads() { |
| func @compose_affine_maps_dependent_loads() { |
| %0 = alloc() : memref<16x32xf32> |
| %1 = alloc() : memref<16x32xf32> |
| |
| affine.for %i0 = 0 to 3 { |
| affine.for %i1 = 0 to 3 { |
| affine.for %i2 = 0 to 3 { |
| %c3 = constant 3 : index |
| %c7 = constant 7 : index |
| |
| %x00 = affine.apply affine_map<(d0, d1, d2)[s0, s1] -> (d0 + s0)> |
| (%i0, %i1, %i2)[%c3, %c7] |
| %x01 = affine.apply affine_map<(d0, d1, d2)[s0, s1] -> (d1 - s1)> |
| (%i0, %i1, %i2)[%c3, %c7] |
| %x02 = affine.apply affine_map<(d0, d1, d2)[s0, s1] -> (d2 * s0)> |
| (%i0, %i1, %i2)[%c3, %c7] |
| |
| // CHECK: [[I0:%[0-9]+]] = affine.apply [[$MAP9]](%{{.*}}) |
| // CHECK: [[I1:%[0-9]+]] = affine.apply [[$MAP4b]](%{{.*}}) |
| // CHECK: [[I2:%[0-9]+]] = affine.apply [[$MAP10]](%{{.*}}) |
| // CHECK-NEXT: [[V0:%[0-9]+]] = load %{{[0-9]+}}{{\[}}[[I0]], [[I1]]{{\]}} |
| %v0 = load %0[%x00, %x01] : memref<16x32xf32> |
| |
| // CHECK-NEXT: store [[V0]], %{{[0-9]+}}{{\[}}[[I0]], [[I2]]{{\]}} |
| store %v0, %0[%x00, %x02] : memref<16x32xf32> |
| |
| // Swizzle %i0, %i1 |
| // CHECK-NEXT: store [[V0]], %{{[0-9]+}}{{\[}}[[I1]], [[I0]]{{\]}} |
| store %v0, %0[%x01, %x00] : memref<16x32xf32> |
| |
| // Swizzle %x00, %x01 and %c3, %c7 |
| %x10 = affine.apply affine_map<(d0, d1)[s0, s1] -> (d0 * s1)> |
| (%x01, %x00)[%c3, %c7] |
| %x11 = affine.apply affine_map<(d0, d1)[s0, s1] -> (d1 ceildiv s0)> |
| (%x01, %x00)[%c3, %c7] |
| |
| // CHECK-NEXT: [[I2A:%[0-9]+]] = affine.apply [[$MAP12]](%{{.*}}) |
| // CHECK-NEXT: [[I2B:%[0-9]+]] = affine.apply [[$MAP11]](%{{.*}}) |
| // CHECK-NEXT: store [[V0]], %{{[0-9]+}}{{\[}}[[I2A]], [[I2B]]{{\]}} |
| store %v0, %0[%x10, %x11] : memref<16x32xf32> |
| } |
| } |
| } |
| return |
| } |
| |
| // CHECK-LABEL: func @compose_affine_maps_diamond_dependency |
| func @compose_affine_maps_diamond_dependency(%arg0: f32, %arg1: memref<4x4xf32>) { |
| affine.for %i0 = 0 to 15 { |
| %a = affine.apply affine_map<(d0) -> (d0 - 1)> (%i0) |
| %b = affine.apply affine_map<(d0) -> (d0 + 7)> (%a) |
| %c = affine.apply affine_map<(d0) -> (d0 * 4)> (%a) |
| %d0 = affine.apply affine_map<(d0, d1) -> (d0 ceildiv 8)> (%b, %c) |
| %d1 = affine.apply affine_map<(d0, d1) -> (d1 floordiv 3)> (%b, %c) |
| // CHECK: [[I0:%[0-9]+]] = affine.apply [[$MAP13A]](%{{.*}}) |
| // CHECK: [[I1:%[0-9]+]] = affine.apply [[$MAP13B]](%{{.*}}) |
| // CHECK-NEXT: store %arg0, %arg1{{\[}}[[I0]], [[I1]]{{\]}} |
| store %arg0, %arg1[%d0, %d1] : memref<4x4xf32> |
| } |
| |
| return |
| } |
| |
| // CHECK-LABEL: func @arg_used_as_dim_and_symbol |
| func @arg_used_as_dim_and_symbol(%arg0: memref<100x100xf32>, %arg1: index, %arg2: f32) { |
| %c9 = constant 9 : index |
| %1 = alloc() : memref<100x100xf32, 1> |
| %2 = alloc() : memref<1xi32> |
| affine.for %i0 = 0 to 100 { |
| affine.for %i1 = 0 to 100 { |
| %3 = affine.apply affine_map<(d0, d1)[s0, s1] -> (d1 + s0 + s1)> |
| (%i0, %i1)[%arg1, %c9] |
| %4 = affine.apply affine_map<(d0, d1, d3) -> (d3 - (d0 + d1))> |
| (%arg1, %c9, %3) |
| // CHECK: store %arg2, %{{[0-9]+}}{{\[}}%{{.*}}, %{{.*}}{{\]}} |
| store %arg2, %1[%4, %arg1] : memref<100x100xf32, 1> |
| } |
| } |
| return |
| } |
| |
| // CHECK-LABEL: func @trivial_maps |
| func @trivial_maps() { |
| // CHECK-NOT: affine.apply |
| |
| %0 = alloc() : memref<10xf32> |
| %c0 = constant 0 : index |
| %cst = constant 0.000000e+00 : f32 |
| affine.for %i1 = 0 to 10 { |
| %1 = affine.apply affine_map<()[s0] -> (s0)>()[%c0] |
| store %cst, %0[%1] : memref<10xf32> |
| %2 = load %0[%c0] : memref<10xf32> |
| |
| %3 = affine.apply affine_map<()[] -> (0)>()[] |
| store %cst, %0[%3] : memref<10xf32> |
| store %2, %0[%c0] : memref<10xf32> |
| } |
| return |
| } |
| |
| // CHECK-LABEL: func @partial_fold_map |
| func @partial_fold_map(%arg1: index, %arg2: index) -> index { |
| // TODO: Constant fold one index into affine.apply |
| %c42 = constant 42 : index |
| %2 = affine.apply affine_map<(d0, d1) -> (d0 - d1)> (%arg1, %c42) |
| // CHECK: [[X:%[0-9]+]] = affine.apply [[$MAP15]]()[%{{.*}}] |
| return %2 : index |
| } |
| |
| // CHECK-LABEL: func @symbolic_composition_a(%{{.*}}: index, %{{.*}}: index) -> index { |
| func @symbolic_composition_a(%arg0: index, %arg1: index) -> index { |
| %0 = affine.apply affine_map<(d0) -> (d0 * 4)>(%arg0) |
| %1 = affine.apply affine_map<()[s0, s1] -> (8 * s0)>()[%0, %arg0] |
| %2 = affine.apply affine_map<()[s0, s1] -> (16 * s1)>()[%arg1, %1] |
| // CHECK: %{{.*}} = affine.apply [[$MAP_symbolic_composition_a]]()[%{{.*}}] |
| return %2 : index |
| } |
| |
| // CHECK-LABEL: func @symbolic_composition_b(%arg0: index, %arg1: index, %arg2: index, %arg3: index) -> index { |
| func @symbolic_composition_b(%arg0: index, %arg1: index, %arg2: index, %arg3: index) -> index { |
| %0 = affine.apply affine_map<(d0) -> (d0)>(%arg0) |
| %1 = affine.apply affine_map<()[s0, s1, s2, s3] -> (s0 + s1 + s2 + s3)>()[%0, %0, %0, %0] |
| // CHECK: %{{.*}} = affine.apply [[$MAP_symbolic_composition_b]]()[%{{.*}}] |
| return %1 : index |
| } |
| |
| // CHECK-LABEL: func @symbolic_composition_c(%arg0: index, %arg1: index, %arg2: index, %arg3: index) -> index { |
| func @symbolic_composition_c(%arg0: index, %arg1: index, %arg2: index, %arg3: index) -> index { |
| %0 = affine.apply affine_map<(d0) -> (d0)>(%arg0) |
| %1 = affine.apply affine_map<(d0) -> (d0)>(%arg1) |
| %2 = affine.apply affine_map<()[s0, s1, s2, s3] -> (s0 + s1 + s2 + s3)>()[%0, %0, %0, %1] |
| // CHECK: %{{.*}} = affine.apply [[$MAP_symbolic_composition_c]]()[%{{.*}}, %{{.*}}] |
| return %2 : index |
| } |
| |
| // CHECK-LABEL: func @symbolic_composition_d(%arg0: index, %arg1: index, %arg2: index, %arg3: index) -> index { |
| func @symbolic_composition_d(%arg0: index, %arg1: index, %arg2: index, %arg3: index) -> index { |
| %0 = affine.apply affine_map<(d0) -> (d0)>(%arg0) |
| %1 = affine.apply affine_map<()[s0] -> (s0)>()[%arg1] |
| %2 = affine.apply affine_map<()[s0, s1, s2, s3] -> (s0 + s1 + s2 + s3)>()[%0, %0, %0, %1] |
| // CHECK: %{{.*}} = affine.apply [[$MAP_symbolic_composition_d]]()[%{{.*}}, %{{.*}}] |
| return %2 : index |
| } |
| |
| |
| // CHECK-LABEL: func @mix_dims_and_symbols_b(%arg0: index, %arg1: index) -> index { |
| func @mix_dims_and_symbols_b(%arg0: index, %arg1: index) -> index { |
| %a = affine.apply affine_map<(d0)[s0] -> (d0 - 1 + 42 * s0)> (%arg0)[%arg1] |
| %b = affine.apply affine_map<(d0) -> (d0 + 7)> (%a) |
| // CHECK: {{.*}} = affine.apply [[$MAP_mix_dims_and_symbols_b]]()[%{{.*}}, %{{.*}}] |
| |
| return %b : index |
| } |
| |
| // CHECK-LABEL: func @mix_dims_and_symbols_c(%arg0: index, %arg1: index) -> index { |
| func @mix_dims_and_symbols_c(%arg0: index, %arg1: index) -> index { |
| %a = affine.apply affine_map<(d0)[s0] -> (d0 - 1 + 42 * s0)> (%arg0)[%arg1] |
| %b = affine.apply affine_map<(d0) -> (d0 + 7)> (%a) |
| %c = affine.apply affine_map<(d0) -> (d0 * 4)> (%a) |
| // CHECK: {{.*}} = affine.apply [[$MAP_mix_dims_and_symbols_c]]()[%{{.*}}, %{{.*}}] |
| return %c : index |
| } |
| |
| // CHECK-LABEL: func @mix_dims_and_symbols_d(%arg0: index, %arg1: index) -> index { |
| func @mix_dims_and_symbols_d(%arg0: index, %arg1: index) -> index { |
| %a = affine.apply affine_map<(d0)[s0] -> (d0 - 1 + 42 * s0)> (%arg0)[%arg1] |
| %b = affine.apply affine_map<(d0) -> (d0 + 7)> (%a) |
| %c = affine.apply affine_map<(d0) -> (d0 * 4)> (%a) |
| %d = affine.apply affine_map<()[s0] -> (s0 ceildiv 8)> ()[%b] |
| // CHECK: {{.*}} = affine.apply [[$MAP_mix_dims_and_symbols_d]]()[%{{.*}}, %{{.*}}] |
| return %d : index |
| } |
| |
| // CHECK-LABEL: func @mix_dims_and_symbols_e(%arg0: index, %arg1: index) -> index { |
| func @mix_dims_and_symbols_e(%arg0: index, %arg1: index) -> index { |
| %a = affine.apply affine_map<(d0)[s0] -> (d0 - 1 + 42 * s0)> (%arg0)[%arg1] |
| %b = affine.apply affine_map<(d0) -> (d0 + 7)> (%a) |
| %c = affine.apply affine_map<(d0) -> (d0 * 4)> (%a) |
| %d = affine.apply affine_map<()[s0] -> (s0 ceildiv 8)> ()[%b] |
| %e = affine.apply affine_map<(d0) -> (d0 floordiv 3)> (%c) |
| // CHECK: {{.*}} = affine.apply [[$MAP_mix_dims_and_symbols_e]]()[%{{.*}}, %{{.*}}] |
| return %e : index |
| } |
| |
| // CHECK-LABEL: func @mix_dims_and_symbols_f(%arg0: index, %arg1: index) -> index { |
| func @mix_dims_and_symbols_f(%arg0: index, %arg1: index) -> index { |
| %a = affine.apply affine_map<(d0)[s0] -> (d0 - 1 + 42 * s0)> (%arg0)[%arg1] |
| %b = affine.apply affine_map<(d0) -> (d0 + 7)> (%a) |
| %c = affine.apply affine_map<(d0) -> (d0 * 4)> (%a) |
| %d = affine.apply affine_map<()[s0] -> (s0 ceildiv 8)> ()[%b] |
| %e = affine.apply affine_map<(d0) -> (d0 floordiv 3)> (%c) |
| %f = affine.apply affine_map<(d0, d1)[s0, s1] -> (d0 - s1 + d1 - s0)> (%d, %e)[%e, %d] |
| // CHECK: {{.*}} = constant 0 : index |
| |
| return %f : index |
| } |
| |
| // CHECK-LABEL: func @mix_dims_and_symbols_g(%arg0: index, %arg1: index) -> (index, index, index) { |
| func @mix_dims_and_symbols_g(%M: index, %N: index) -> (index, index, index) { |
| %K = affine.apply affine_map<(d0) -> (4*d0)> (%M) |
| %res1 = affine.apply affine_map<()[s0, s1] -> (4 * s0)>()[%N, %K] |
| %res2 = affine.apply affine_map<()[s0, s1] -> (s1)>()[%N, %K] |
| %res3 = affine.apply affine_map<()[s0, s1] -> (1024)>()[%N, %K] |
| // CHECK-DAG: {{.*}} = constant 1024 : index |
| // CHECK-DAG: {{.*}} = affine.apply [[$MAP_symbolic_composition_b]]()[%{{.*}}] |
| // CHECK-DAG: {{.*}} = affine.apply [[$MAP_symbolic_composition_b]]()[%{{.*}}] |
| return %res1, %res2, %res3 : index, index, index |
| } |
| |
| // CHECK-LABEL: func @symbolic_semi_affine(%arg0: index, %arg1: index, %arg2: memref<?xf32>) { |
| func @symbolic_semi_affine(%M: index, %N: index, %A: memref<?xf32>) { |
| %f1 = constant 1.0 : f32 |
| affine.for %i0 = 1 to 100 { |
| %1 = affine.apply affine_map<()[s0] -> (s0 + 1)> ()[%M] |
| %2 = affine.apply affine_map<(d0)[s0] -> (d0 floordiv s0)> (%i0)[%1] |
| // CHECK-DAG: {{.*}} = affine.apply [[$symbolic_semi_affine]](%{{.*}})[%{{.*}}] |
| store %f1, %A[%2] : memref<?xf32> |
| } |
| return |
| } |
| |
| // ----- |
| |
| // CHECK: [[$MAP0:#map[0-9]+]] = affine_map<()[s0] -> (0, s0)> |
| // CHECK: [[$MAP1:#map[0-9]+]] = affine_map<()[s0] -> (100, s0)> |
| |
| // CHECK-LABEL: func @constant_fold_bounds(%arg0: index) { |
| func @constant_fold_bounds(%N : index) { |
| // CHECK: constant 3 : index |
| // CHECK-NEXT: "foo"() : () -> index |
| %c9 = constant 9 : index |
| %c1 = constant 1 : index |
| %c2 = constant 2 : index |
| %c3 = affine.apply affine_map<(d0, d1) -> (d0 + d1)> (%c1, %c2) |
| %l = "foo"() : () -> index |
| |
| // CHECK: affine.for %{{.*}} = 5 to 7 { |
| affine.for %i = max affine_map<(d0, d1) -> (0, d0 + d1)> (%c2, %c3) to min affine_map<(d0, d1) -> (d0 - 2, 32*d1)> (%c9, %c1) { |
| "foo"(%i, %c3) : (index, index) -> () |
| } |
| |
| // Bound takes a non-constant argument but can still be folded. |
| // CHECK: affine.for %{{.*}} = 1 to 7 { |
| affine.for %j = max affine_map<(d0) -> (0, 1)> (%N) to min affine_map<(d0, d1) -> (7, 9)> (%N, %l) { |
| "foo"(%j, %c3) : (index, index) -> () |
| } |
| |
| // None of the bounds can be folded. |
| // CHECK: affine.for %{{.*}} = max [[$MAP0]]()[%{{.*}}] to min [[$MAP1]]()[%{{.*}}] { |
| affine.for %k = max affine_map<()[s0] -> (0, s0)> ()[%l] to min affine_map<()[s0] -> (100, s0)> ()[%N] { |
| "foo"(%k, %c3) : (index, index) -> () |
| } |
| return |
| } |
| |
| // ----- |
| |
| // CHECK-LABEL: func @fold_empty_loop() { |
| func @fold_empty_loop() { |
| // CHECK-NOT: affine.for |
| affine.for %i = 0 to 10 { |
| } |
| return |
| } |
| // CHECK: return |
| |
| // ----- |
| |
| // CHECK-DAG: [[$SET:#set[0-9]+]] = affine_set<(d0, d1)[s0] : (d0 >= 0, -d0 + 1022 >= 0, d1 >= 0, -d1 + s0 - 2 >= 0)> |
| |
| // CHECK-LABEL: func @canonicalize_affine_if |
| // CHECK-SAME: [[M:%.*]]: index, |
| // CHECK-SAME: [[N:%.*]]: index) |
| func @canonicalize_affine_if(%M : index, %N : index) { |
| %c1022 = constant 1022 : index |
| // Drop unused operand %M, propagate %c1022, and promote %N to symbolic. |
| affine.for %i = 0 to 1024 { |
| affine.for %j = 0 to %N { |
| // CHECK: affine.if [[$SET]](%{{.*}}, %{{.*}}){{\[}}[[N]]{{\]}} |
| affine.if affine_set<(d0, d1, d2, d3)[s0] : (d1 >= 0, d0 - d1 >= 0, d2 >= 0, d3 - d2 - 2 >= 0)> (%c1022, %i, %j, %N)[%M] { |
| "foo"() : () -> () |
| } |
| "bar"() : () -> () |
| } |
| } |
| return |
| } |
| |
| // ----- |
| |
| // CHECK-DAG: [[$LBMAP:#map[0-9]+]] = affine_map<()[s0] -> (0, s0)> |
| // CHECK-DAG: [[$UBMAP:#map[0-9]+]] = affine_map<()[s0] -> (1024, s0 * 2)> |
| |
| // CHECK-LABEL: func @canonicalize_bounds |
| // CHECK-SAME: [[M:%.*]]: index, |
| // CHECK-SAME: [[N:%.*]]: index) |
| func @canonicalize_bounds(%M : index, %N : index) { |
| %c0 = constant 0 : index |
| %c1024 = constant 1024 : index |
| // Drop unused operand %N, drop duplicate operand %M, propagate %c1024, and |
| // promote %M to a symbolic one. |
| // CHECK: affine.for %{{.*}} = 0 to min [[$UBMAP]](){{\[}}[[M]]{{\]}} |
| affine.for %i = 0 to min affine_map<(d0, d1, d2, d3) -> (d0, d1 + d2)> (%c1024, %M, %M, %N) { |
| "foo"() : () -> () |
| } |
| // Promote %M to symbolic position. |
| // CHECK: affine.for %{{.*}} = 0 to #map{{[0-9]+}}(){{\[}}[[M]]{{\]}} |
| affine.for %i = 0 to affine_map<(d0) -> (4 * d0)> (%M) { |
| "foo"() : () -> () |
| } |
| // Lower bound canonicalize. |
| // CHECK: affine.for %{{.*}} = max [[$LBMAP]](){{\[}}[[N]]{{\]}} to [[M]] |
| affine.for %i = max affine_map<(d0, d1) -> (d0, d1)> (%c0, %N) to %M { |
| "foo"() : () -> () |
| } |
| return |
| } |
| |
| // ----- |
| |
| // Compose maps into affine load and store ops. |
| |
| // CHECK-DAG: #map{{[0-9]+}} = affine_map<(d0) -> (d0 + 1)> |
| |
| // CHECK-LABEL: @compose_into_affine_load_store |
| func @compose_into_affine_load_store(%A : memref<1024xf32>, %u : index) { |
| // CHECK: affine.for %[[IV:.*]] = 0 to 1024 |
| affine.for %i = 0 to 1024 { |
| // Make sure the unused operand (%u below) gets dropped as well. |
| %idx = affine.apply affine_map<(d0, d1) -> (d0 + 1)> (%i, %u) |
| %0 = affine.load %A[%idx] : memref<1024xf32> |
| affine.store %0, %A[%idx] : memref<1024xf32> |
| // CHECK-NEXT: affine.load %{{.*}}[%[[IV]] + 1] |
| // CHECK-NEXT: affine.store %{{.*}}, %{{.*}}[%[[IV]] + 1] |
| |
| // Map remains the same, but operand changes on composition. |
| %copy = affine.apply affine_map<(d0) -> (d0)> (%i) |
| %1 = affine.load %A[%copy] : memref<1024xf32> |
| "prevent.dce"(%1) : (f32) -> () |
| // CHECK-NEXT: affine.load %{{.*}}[%[[IV]]] |
| } |
| return |
| } |
| |
| // ----- |
| |
| func @affine_min(%arg0 : index, %arg1 : index, %arg2 : index) { |
| %c511 = constant 511 : index |
| %c1 = constant 0 : index |
| %0 = affine.min affine_map<(d0)[s0] -> (1000, d0 + 512, s0 + 1)> (%c1)[%c511] |
| "op0"(%0) : (index) -> () |
| // CHECK: %[[CST:.*]] = constant 512 : index |
| // CHECK-NEXT: "op0"(%[[CST]]) : (index) -> () |
| // CHECK-NEXT: return |
| return |
| } |
| |
| // ----- |
| |
| func @affine_min(%arg0 : index, %arg1 : index, %arg2 : index) { |
| %c3 = constant 3 : index |
| %c20 = constant 20 : index |
| %0 = affine.min affine_map<(d0)[s0] -> (1000, d0 floordiv 4, (s0 mod 5) + 1)> (%c20)[%c3] |
| "op0"(%0) : (index) -> () |
| // CHECK: %[[CST:.*]] = constant 4 : index |
| // CHECK-NEXT: "op0"(%[[CST]]) : (index) -> () |
| // CHECK-NEXT: return |
| return |
| } |
| |
| // ----- |
| |
| func @affine_max(%arg0 : index, %arg1 : index, %arg2 : index) { |
| %c511 = constant 511 : index |
| %c1 = constant 0 : index |
| %0 = affine.max affine_map<(d0)[s0] -> (1000, d0 + 512, s0 + 1)> (%c1)[%c511] |
| "op0"(%0) : (index) -> () |
| // CHECK: %[[CST:.*]] = constant 1000 : index |
| // CHECK-NEXT: "op0"(%[[CST]]) : (index) -> () |
| // CHECK-NEXT: return |
| return |
| } |
| |
| // ----- |
| |
| func @affine_max(%arg0 : index, %arg1 : index, %arg2 : index) { |
| %c3 = constant 3 : index |
| %c20 = constant 20 : index |
| %0 = affine.max affine_map<(d0)[s0] -> (1000, d0 floordiv 4, (s0 mod 5) + 1)> (%c20)[%c3] |
| "op0"(%0) : (index) -> () |
| // CHECK: %[[CST:.*]] = constant 1000 : index |
| // CHECK-NEXT: "op0"(%[[CST]]) : (index) -> () |
| // CHECK-NEXT: return |
| return |
| } |
| |
| // ----- |
| |
| // CHECK: #[[$MAP:.*]] = affine_map<(d0, d1) -> (d0, d1 - 2)> |
| |
| func @affine_min(%arg0: index) { |
| affine.for %i = 0 to %arg0 { |
| affine.for %j = 0 to %arg0 { |
| %c2 = constant 2 : index |
| // CHECK: affine.min #[[$MAP]] |
| %0 = affine.min affine_map<(d0,d1,d2)->(d0, d1 - d2)>(%i, %j, %c2) |
| "consumer"(%0) : (index) -> () |
| } |
| } |
| return |
| } |
| |
| // ----- |
| |
| // Reproducer for PR45031. This used to fold into an incorrect map because |
| // symbols were concatenated in the wrong order during map folding. Map |
| // composition places the symbols of the original map before those of the map |
| // it is composed with, e.g. A.compose(B) will first have all symbols of A, |
| // then all symbols of B. |
| |
| #map1 = affine_map<(d0)[s0, s1] -> (d0 * s0 + s1)> |
| #map2 = affine_map<(d0)[s0] -> (1024, -d0 + s0)> |
| |
| // CHECK: #[[$MAP:.*]] = affine_map<()[s0, s1] -> (1024, s1 * -1024 + s0)> |
| |
| // CHECK: func @rep(%[[ARG0:.*]]: index, %[[ARG1:.*]]: index) |
| func @rep(%arg0 : index, %arg1 : index) -> index { |
| // CHECK-NOT: constant |
| %c0 = constant 0 : index |
| %c1024 = constant 1024 : index |
| // CHECK-NOT: affine.apply |
| %0 = affine.apply #map1(%arg0)[%c1024, %c0] |
| |
| // CHECK: affine.min #[[$MAP]]()[%[[ARG1]], %[[ARG0]]] |
| %1 = affine.min #map2(%0)[%arg1] |
| return %1 : index |
| } |
| |
| // ----- |
| // CHECK-DAG: #[[lb:.*]] = affine_map<()[s0] -> (s0)> |
| // CHECK-DAG: #[[ub:.*]] = affine_map<()[s0] -> (s0 + 2)> |
| |
| func @drop_duplicate_bounds(%N : index) { |
| // affine.for %i = max #lb(%arg0) to min #ub(%arg0) |
| affine.for %i = max affine_map<(d0) -> (d0, d0)>(%N) to min affine_map<(d0) -> (d0 + 2, d0 + 2)>(%N) { |
| "foo"() : () -> () |
| } |
| return |
| } |
