// RUN: mlir-opt -allow-unregistered-dialect -split-input-file %s | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -mlir-print-op-generic | FileCheck -check-prefix=GENERIC %s // Check that the attributes for the affine operations are round-tripped. // Check that `affine.yield` is visible in the generic form. // CHECK-LABEL: @empty func @empty() { // CHECK: affine.for // CHECK-NEXT: } {some_attr = true} // // GENERIC: "affine.for"() // GENERIC-NEXT: ^bb0(%{{.*}}: index): // GENERIC-NEXT: "affine.yield"() : () -> () // GENERIC-NEXT: }) affine.for %i = 0 to 10 { } {some_attr = true} // CHECK: affine.if // CHECK-NEXT: } {some_attr = true} // // GENERIC: "affine.if"() // GENERIC-NEXT: "affine.yield"() : () -> () // GENERIC-NEXT: }, { // GENERIC-NEXT: }) affine.if affine_set<() : ()> () { } {some_attr = true} // CHECK: } else { // CHECK: } {some_attr = true} // // GENERIC: "affine.if"() // GENERIC-NEXT: "affine.yield"() : () -> () // GENERIC-NEXT: }, { // GENERIC-NEXT: "foo"() : () -> () // GENERIC-NEXT: "affine.yield"() : () -> () // GENERIC-NEXT: }) affine.if affine_set<() : ()> () { } else { "foo"() : () -> () } {some_attr = true} return } // Check that an explicit affine.yield is not printed in custom format. // Check that no extra terminator is introduced. // CHECK-LABEL: @affine.yield func @affine.yield() { // CHECK: affine.for // CHECK-NEXT: } // // GENERIC: "affine.for"() ( { // GENERIC-NEXT: ^bb0(%{{.*}}: index): // no predecessors // GENERIC-NEXT: "affine.yield"() : () -> () // GENERIC-NEXT: }) {lower_bound = #map0, step = 1 : index, upper_bound = #map1} : () -> () affine.for %i = 0 to 10 { "affine.yield"() : () -> () } return } // ----- // CHECK-DAG: #[[$MAP0:map[0-9]+]] = affine_map<(d0)[s0] -> (1000, d0 + 512, s0)> // CHECK-DAG: #[[$MAP1:map[0-9]+]] = affine_map<(d0, d1)[s0] -> (d0 - d1, s0 + 512)> // CHECK-DAG: #[[$MAP2:map[0-9]+]] = affine_map<()[s0, s1] -> (s0 - s1, 11)> // CHECK-DAG: #[[$MAP3:map[0-9]+]] = affine_map<() -> (77, 78, 79)> // CHECK-LABEL: @affine_min func @affine_min(%arg0 : index, %arg1 : index, %arg2 : index) { // CHECK: affine.min #[[$MAP0]](%arg0)[%arg1] %0 = affine.min affine_map<(d0)[s0] -> (1000, d0 + 512, s0)> (%arg0)[%arg1] // CHECK: affine.min #[[$MAP1]](%arg0, %arg1)[%arg2] %1 = affine.min affine_map<(d0, d1)[s0] -> (d0 - d1, s0 + 512)> (%arg0, %arg1)[%arg2] // CHECK: affine.min #[[$MAP2]]()[%arg1, %arg2] %2 = affine.min affine_map<()[s0, s1] -> (s0 - s1, 11)> ()[%arg1, %arg2] // CHECK: affine.min #[[$MAP3]]() %3 = affine.min affine_map<()[] -> (77, 78, 79)> ()[] return } // CHECK-LABEL: @affine_max func @affine_max(%arg0 : index, %arg1 : index, %arg2 : index) { // CHECK: affine.max #[[$MAP0]](%arg0)[%arg1] %0 = affine.max affine_map<(d0)[s0] -> (1000, d0 + 512, s0)> (%arg0)[%arg1] // CHECK: affine.max #[[$MAP1]](%arg0, %arg1)[%arg2] %1 = affine.max affine_map<(d0, d1)[s0] -> (d0 - d1, s0 + 512)> (%arg0, %arg1)[%arg2] // CHECK: affine.max #[[$MAP2]]()[%arg1, %arg2] %2 = affine.max affine_map<()[s0, s1] -> (s0 - s1, 11)> ()[%arg1, %arg2] // CHECK: affine.max #[[$MAP3]]() %3 = affine.max affine_map<()[] -> (77, 78, 79)> ()[] return } // ----- func @valid_symbols(%arg0: index, %arg1: index, %arg2: index) { %c1 = constant 1 : index %c0 = constant 0 : index %0 = alloc(%arg0, %arg1) : memref affine.for %arg3 = 0 to %arg2 step 768 { %13 = dim %0, %c1 : memref affine.for %arg4 = 0 to %13 step 264 { %18 = dim %0, %c0 : memref %20 = std.subview %0[%c0, %c0][%18,%arg4][%c1,%c1] : memref to memref %24 = dim %20, %c0 : memref affine.for %arg5 = 0 to %24 step 768 { "foo"() : () -> () } } } return } // ----- // Test symbol constraints for ops with AffineScope trait. // CHECK-LABEL: func @valid_symbol_affine_scope func @valid_symbol_affine_scope(%n : index, %A : memref) { test.affine_scope { %c1 = constant 1 : index %l = subi %n, %c1 : index // %l, %n are valid symbols since test.affine_scope defines a new affine // scope. affine.for %i = %l to %n { %m = subi %l, %i : index test.affine_scope { // %m and %n are valid symbols. affine.for %j = %m to %n { %v = affine.load %A[%n - 1] : memref affine.store %v, %A[%n - 1] : memref } "terminate"() : () -> () } } "terminate"() : () -> () } return } // ----- // Test the fact that module op always provides an affine scope. %idx = "test.foo"() : () -> (index) "test.func"() ({ ^bb0(%A : memref): affine.load %A[%idx] : memref "terminate"() : () -> () }) : () -> () // ----- // CHECK-LABEL: func @parallel // CHECK-SAME: (%[[A:.*]]: memref<100x100xf32>, %[[N:.*]]: index) func @parallel(%A : memref<100x100xf32>, %N : index) { // CHECK: affine.parallel (%[[I0:.*]], %[[J0:.*]]) = (0, 0) to (symbol(%[[N]]), 100) step (10, 10) affine.parallel (%i0, %j0) = (0, 0) to (symbol(%N), 100) step (10, 10) { // CHECK: affine.parallel (%{{.*}}, %{{.*}}) = (%[[I0]], %[[J0]]) to (%[[I0]] + 10, %[[J0]] + 10) reduce ("minf", "maxf") -> (f32, f32) %0:2 = affine.parallel (%i1, %j1) = (%i0, %j0) to (%i0 + 10, %j0 + 10) reduce ("minf", "maxf") -> (f32, f32) { %2 = affine.load %A[%i0 + %i0, %j0 + %j1] : memref<100x100xf32> affine.yield %2, %2 : f32, f32 } } return } // ----- // CHECK-LABEL: func @affine_if func @affine_if() -> f32 { // CHECK: %[[ZERO:.*]] = constant {{.*}} : f32 %zero = constant 0.0 : f32 // CHECK: %[[OUT:.*]] = affine.if {{.*}}() -> f32 { %0 = affine.if affine_set<() : ()> () -> f32 { // CHECK: affine.yield %[[ZERO]] : f32 affine.yield %zero : f32 } else { // CHECK: affine.yield %[[ZERO]] : f32 affine.yield %zero : f32 } // CHECK: return %[[OUT]] : f32 return %0 : f32 } // ----- // Test affine.for with yield values. #set = affine_set<(d0): (d0 - 10 >= 0)> // CHECK-LABEL: func @yield_loop func @yield_loop(%buffer: memref<1024xf32>) -> f32 { %sum_init_0 = constant 0.0 : f32 %res = affine.for %i = 0 to 10 step 2 iter_args(%sum_iter = %sum_init_0) -> f32 { %t = affine.load %buffer[%i] : memref<1024xf32> %sum_next = affine.if #set(%i) -> (f32) { %new_sum = addf %sum_iter, %t : f32 affine.yield %new_sum : f32 } else { affine.yield %sum_iter : f32 } affine.yield %sum_next : f32 } return %res : f32 } // CHECK: %[[const_0:.*]] = constant 0.000000e+00 : f32 // CHECK-NEXT: %[[output:.*]] = affine.for %{{.*}} = 0 to 10 step 2 iter_args(%{{.*}} = %[[const_0]]) -> (f32) { // CHECK: affine.if #set(%{{.*}}) -> f32 { // CHECK: affine.yield %{{.*}} : f32 // CHECK-NEXT: } else { // CHECK-NEXT: affine.yield %{{.*}} : f32 // CHECK-NEXT: } // CHECK-NEXT: affine.yield %{{.*}} : f32 // CHECK-NEXT: } // CHECK-NEXT: return %[[output]] : f32 // CHECK-LABEL: func @affine_for_multiple_yield func @affine_for_multiple_yield(%buffer: memref<1024xf32>) -> (f32, f32) { %init_0 = constant 0.0 : f32 %res1, %res2 = affine.for %i = 0 to 10 step 2 iter_args(%iter_arg1 = %init_0, %iter_arg2 = %init_0) -> (f32, f32) { %t = affine.load %buffer[%i] : memref<1024xf32> %ret1 = addf %t, %iter_arg1 : f32 %ret2 = addf %t, %iter_arg2 : f32 affine.yield %ret1, %ret2 : f32, f32 } return %res1, %res2 : f32, f32 } // CHECK: %[[const_0:.*]] = constant 0.000000e+00 : f32 // CHECK-NEXT: %[[output:[0-9]+]]:2 = affine.for %{{.*}} = 0 to 10 step 2 iter_args(%[[iter_arg1:.*]] = %[[const_0]], %[[iter_arg2:.*]] = %[[const_0]]) -> (f32, f32) { // CHECK: %[[res1:.*]] = addf %{{.*}}, %[[iter_arg1]] : f32 // CHECK-NEXT: %[[res2:.*]] = addf %{{.*}}, %[[iter_arg2]] : f32 // CHECK-NEXT: affine.yield %[[res1]], %[[res2]] : f32, f32 // CHECK-NEXT: }