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TheRock/compiler/amd-llvm/mlir/test/Dialect/Tosa/tosa-narrow-i64-to-i32.mlir
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// RUN: mlir-opt -split-input-file -verify-diagnostics -tosa-narrow-i64-to-i32="convert-function-boundaries=0" %s | FileCheck %s --allow-unused-prefixes --check-prefixes=COMMON,DEFAULT
// RUN: mlir-opt -split-input-file -verify-diagnostics -tosa-narrow-i64-to-i32="convert-function-boundaries=1" %s | FileCheck %s --allow-unused-prefixes --check-prefixes=COMMON,FUNCBOUND
// -----
// CHECK-LABEL: test_i64_argmax
func.func @test_i64_argmax(%arg0: tensor<1x513x513x19xi8>) -> tensor<1x513x513xi64> {
// COMMON: %[[ARGMAX:.*]] = tosa.argmax %arg0 {axis = 3 : i32} : (tensor<1x513x513x19xi8>) -> tensor<1x513x513xi32>
%0 = tosa.argmax %arg0 {axis = 3 : i32} : (tensor<1x513x513x19xi8>) -> tensor<1x513x513xi64>
// DEFAULT: %[[CAST:.*]] = tosa.cast %[[ARGMAX]] : (tensor<1x513x513xi32>) -> tensor<1x513x513xi64>
// FUNCBOUND: return %[[ARGMAX]] : tensor<1x513x513xi32>
return %0 : tensor<1x513x513xi64>
}
// -----
// CHECK-LABEL: test_i64_const
func.func @test_i64_const() -> tensor<2xi64> {
// COMMON: %[[CONST:.*]] = "tosa.const"() <{values = dense<[1, 2]> : tensor<2xi32>}> : () -> tensor<2xi32>
%0 = "tosa.const"() <{values = dense<[1, 2]> : tensor<2xi64>}> : () -> tensor<2xi64>
// DEFAULT: %[[OUT:.*]] = tosa.cast %[[CONST]] : (tensor<2xi32>) -> tensor<2xi64>
// DEFAULT: return %[[OUT]] : tensor<2xi64>
// FUNCBOUND: return %[[CONST]] : tensor<2xi32>
return %0 : tensor<2xi64>
}
// -----
// CHECK-LABEL: test_i64_argmax_cast
func.func @test_i64_argmax_cast(%arg0: tensor<1x513x513x19xi8>) -> tensor<1x513x513xf32> {
// COMMON: %[[ARGMAX:.*]] = tosa.argmax %arg0 {axis = 3 : i32} : (tensor<1x513x513x19xi8>) -> tensor<1x513x513xi32>
%0 = tosa.argmax %arg0 {axis = 3 : i32} : (tensor<1x513x513x19xi8>) -> tensor<1x513x513xi64>
// COMMON: tosa.cast %[[ARGMAX]] : (tensor<1x513x513xi32>) -> tensor<1x513x513xf32>
%1 = tosa.cast %0 : (tensor<1x513x513xi64>) -> tensor<1x513x513xf32>
return %1 : tensor<1x513x513xf32>
}
// -----
// CHECK-LABEL: test_i64_argmax_large_axis_dim
func.func @test_i64_argmax_large_axis_dim(%arg0: tensor<1x513x513x2147483650xi8>) -> tensor<1x513x513xi64> {
// expected-error @+1 {{failed to legalize operation 'tosa.argmax'}}
%0 = tosa.argmax %arg0 {axis = 3 : i32} : (tensor<1x513x513x2147483650xi8>) -> tensor<1x513x513xi64>
return %0 : tensor<1x513x513xi64>
}
// -----
// CHECK-LABEL: test_add
func.func @test_add(%arg0: tensor<13x21x1xi64>, %arg1: tensor<13x21x3xi64>) -> tensor<13x21x3xi64> {
// expected-error @+1 {{failed to legalize operation 'tosa.add'}}
%0 = tosa.add %arg0, %arg1 : (tensor<13x21x1xi64>, tensor<13x21x3xi64>) -> tensor<13x21x3xi64>
return %0 : tensor<13x21x3xi64>
}
// -----
// CHECK-LABEL: test_regions
func.func @test_regions(%arg0: tensor<1x2xi32>, %arg1: tensor<1xi32>, %arg2: tensor<i1>) -> tensor<1xi32> {
// COMMON: %[[IF_RESULT:.*]] = tosa.cond_if %arg2 : tensor<i1> -> tensor<1xi32>
%0 = tosa.cond_if %arg2 : tensor<i1> -> tensor<1xi32> {
// COMMON: %[[ARGMAX:.*]] = tosa.argmax %arg0 {axis = 1 : i32} : (tensor<1x2xi32>) -> tensor<1xi32>
%1 = tosa.argmax %arg0 {axis = 1 : i32} : (tensor<1x2xi32>) -> tensor<1xi64>
// COMMON: %[[CAST:.*]] = tosa.cast %[[ARGMAX]] : (tensor<1xi32>) -> tensor<1xi32>
%2 = tosa.cast %1 : (tensor<1xi64>) -> tensor<1xi32>
// COMMON: tosa.yield %[[CAST]] : tensor<1xi32>
tosa.yield %2 : tensor<1xi32>
} else {
tosa.yield %arg1 : tensor<1xi32>
}
// COMMON: return %[[IF_RESULT]] : tensor<1xi32>
return %0 : tensor<1xi32>
}
// -----
// CHECK-LABEL: test_concat
func.func @test_concat(%arg0: tensor<13x21x3xi64>, %arg1: tensor<13x21x3xi64>) -> tensor<26x21x3xi64> {
// COMMON: tosa.concat %{{.*}}, %{{.*}} {axis = 0 : i32} : (tensor<13x21x3xi32>, tensor<13x21x3xi32>) -> tensor<26x21x3xi32>
%0 = tosa.concat %arg0, %arg1 {axis = 0 : i32} : (tensor<13x21x3xi64>, tensor<13x21x3xi64>) -> tensor<26x21x3xi64>
return %0 : tensor<26x21x3xi64>
}
// -----
// CHECK-LABEL: test_pad
func.func @test_pad(%arg0: tensor<13x21x3xi64>, %arg1: tensor<1xi64>) -> tensor<15x23x5xi64> {
%padding = tosa.const_shape {values = dense<1> : tensor<6xindex>} : () -> !tosa.shape<6>
// COMMON: tosa.pad %{{.*}}, %{{.*}}, %{{.*}} : (tensor<13x21x3xi32>, !tosa.shape<6>, tensor<1xi32>) -> tensor<15x23x5xi32>
%1 = tosa.pad %arg0, %padding, %arg1 : (tensor<13x21x3xi64>, !tosa.shape<6>, tensor<1xi64>) -> tensor<15x23x5xi64>
return %1 : tensor<15x23x5xi64>
}
// -----
// CHECK-LABEL: test_reshape
func.func @test_reshape(%arg0: tensor<13x21x3xi64>) -> tensor<1x819xi64> {
%1 = tosa.const_shape {values = dense<[1, 819]> : tensor<2xindex>} : () -> !tosa.shape<2>
// COMMON: tosa.reshape %{{.*}}, %{{.*}} : (tensor<13x21x3xi32>, !tosa.shape<2>) -> tensor<1x819xi32>
%0 = tosa.reshape %arg0, %1 : (tensor<13x21x3xi64>, !tosa.shape<2>) -> tensor<1x819xi64>
return %0 : tensor<1x819xi64>
}
// -----
// CHECK-LABEL: test_reverse
func.func @test_reverse(%arg0: tensor<13x21x3xi64>) -> tensor<13x21x3xi64> {
// COMMON: tosa.reverse %{{.*}} {axis = 0 : i32} : (tensor<13x21x3xi32>) -> tensor<13x21x3xi32>
%0 = tosa.reverse %arg0 {axis = 0 : i32} : (tensor<13x21x3xi64>) -> tensor<13x21x3xi64>
return %0 : tensor<13x21x3xi64>
}
// -----
// CHECK-LABEL: test_slice
func.func @test_slice(%arg0: tensor<13x21x3xi64>) -> tensor<4x11x1xi64> {
%size = tosa.const_shape {values = dense<[4, 11, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
%start = tosa.const_shape {values = dense<[6, 8, 0]> : tensor<3xindex>} : () -> !tosa.shape<3>
// COMMON: tosa.slice %{{.*}}, %{{.*}}, %{{.*}} : (tensor<13x21x3xi32>, !tosa.shape<3>, !tosa.shape<3>) -> tensor<4x11x1xi32>
%2 = tosa.slice %arg0, %start, %size : (tensor<13x21x3xi64>, !tosa.shape<3>, !tosa.shape<3>) -> tensor<4x11x1xi64>
return %2 : tensor<4x11x1xi64>
}
// -----
// CHECK-LABEL: test_tile
func.func @test_tile(%arg0: tensor<13x21x3xi64>) -> tensor<39x21x6xi64> {
%cst = tosa.const_shape { values = dense<[3, 1, 2]> : tensor<3xindex> } : () -> !tosa.shape<3>
// COMMON: tosa.tile %{{.*}}, %{{.*}} : (tensor<13x21x3xi32>, !tosa.shape<3>) -> tensor<39x21x6xi32>
%0 = tosa.tile %arg0, %cst: (tensor<13x21x3xi64>, !tosa.shape<3>) -> tensor<39x21x6xi64>
return %0 : tensor<39x21x6xi64>
}
// -----
// CHECK-LABEL: transpose
func.func @test_transpose(%arg0: tensor<13x21x3xi64>) -> tensor<3x13x21xi64> {
// COMMON: tosa.transpose %{{.*}} {perms = array<i32: 2, 0, 1>} : (tensor<13x21x3xi32>) -> tensor<3x13x21xi32>
%1 = tosa.transpose %arg0 {perms = array<i32: 2, 0, 1>} : (tensor<13x21x3xi64>) -> tensor<3x13x21xi64>
return %1 : tensor<3x13x21xi64>
}
// -----
// CHECK-LABEL: test_transition_to_i64
func.func @test_transition_to_i64(%arg0: tensor<1xi32>) -> tensor<1xi64> {
// COMMON: %[[CAST:.*]] = tosa.cast %arg0 : (tensor<1xi32>) -> tensor<1xi32>
%0 = tosa.cast %arg0 : (tensor<1xi32>) -> tensor<1xi64>
// COMMON: %[[IDENTITY1:.*]] = tosa.identity %[[CAST]] : (tensor<1xi32>) -> tensor<1xi32>
%1 = tosa.identity %0 : (tensor<1xi64>) -> tensor<1xi64>
// COMMON: %[[IDENTITY2:.*]] = tosa.identity %[[IDENTITY1]] : (tensor<1xi32>) -> tensor<1xi32>
%2 = tosa.identity %1 : (tensor<1xi64>) -> tensor<1xi64>
// DEFAULT: %[[OUT_CAST:.*]] = tosa.cast %[[IDENTITY2]] : (tensor<1xi32>) -> tensor<1xi64>
// DEFAULT: return %[[OUT_CAST]] : tensor<1xi64>
// FUNCBOUND: return %[[IDENTITY2]] : tensor<1xi32>
return %2 : tensor<1xi64>
}
// -----
// CHECK-LABEL: test_transition_from_i64
func.func @test_transition_from_i64(%arg0: tensor<1xi64>) -> tensor<1xi32> {
// DEFAULT: %[[CAST:.*]] = tosa.cast %arg0 : (tensor<1xi64>) -> tensor<1xi32>
// DEFAULT: %[[IDENTITY1:.*]] = tosa.identity %[[CAST]] : (tensor<1xi32>) -> tensor<1xi32>
// FUNCBOUND: %[[IDENTITY1:.*]] = tosa.identity %arg0 : (tensor<1xi32>) -> tensor<1xi32>
%0 = tosa.identity %arg0 : (tensor<1xi64>) -> tensor<1xi64>
// COMMON: %[[IDENTITY2:.*]] = tosa.identity %[[IDENTITY1]] : (tensor<1xi32>) -> tensor<1xi32>
%1 = tosa.identity %0 : (tensor<1xi64>) -> tensor<1xi64>
// COMMON: %[[OUT_CAST:.*]] = tosa.cast %[[IDENTITY2]] : (tensor<1xi32>) -> tensor<1xi32>
%2 = tosa.cast %1 : (tensor<1xi64>) -> tensor<1xi32>
// COMMON: return %[[OUT_CAST]] : tensor<1xi32>
return %2 : tensor<1xi32>
}
// -----
// CHECK-LABEL: test_clamp
func.func @test_clamp(%arg0: tensor<100xi64>) -> tensor<100xi64> {
// COMMON: tosa.clamp %{{.*}} {max_val = 2147483647 : i32, min_val = -2147483648 : i32} : (tensor<100xi32>) -> tensor<100xi32>
%1 = tosa.clamp %arg0 {max_val = 2147483647 : i64, min_val = -2147483648 : i64} : (tensor<100xi64>) -> tensor<100xi64>
return %1 : tensor<100xi64>
}
// -----
// CHECK-LABEL: test_clamp_max_outside_i32_range
func.func @test_clamp_max_outside_i32_range(%arg0: tensor<100xi64>) -> tensor<100xi64> {
// expected-error@+1 {{failed to legalize operation 'tosa.clamp'}}
%1 = tosa.clamp %arg0 {max_val = 2147483648 : i64, min_val = -2147483648 : i64} : (tensor<100xi64>) -> tensor<100xi64>
return %1 : tensor<100xi64>
}
// -----
// CHECK-LABEL: test_clamp_min_outside_i32_range
func.func @test_clamp_min_outside_i32_range(%arg0: tensor<100xi64>) -> tensor<100xi64> {
// expected-error@+1 {{failed to legalize operation 'tosa.clamp'}}
%1 = tosa.clamp %arg0 {max_val = 2147483647 : i64, min_val = -2147483649 : i64} : (tensor<100xi64>) -> tensor<100xi64>
return %1 : tensor<100xi64>
}
// -----
// CHECK-LABEL: test_dense_ressource_i64
func.func @test_dense_ressource_i64() -> tensor<1x2xi64> {
// COMMON: %[[CONST:.*]] = "tosa.const"() <{values = dense_resource<resource> : tensor<1x2xi32>}> : () -> tensor<1x2xi32>
%1 = "tosa.const"() <{values = dense_resource<resource> : tensor<1x2xi64>}> : () -> tensor<1x2xi64>
// DEFAULT: %[[OUT_CAST:.*]] = tosa.cast %[[CONST]] : (tensor<1x2xi32>) -> tensor<1x2xi64>
// DEFAULT: return %[[OUT_CAST]] : tensor<1x2xi64>
// FUNCBOUND: return %[[CONST]] : tensor<1x2xi32>
return %1 : tensor<1x2xi64>
}
{-#
dialect_resources: {
builtin: {
// COMMON: resource: "0x040000000000000000000000"
resource: "0x0800000000000000000000000000000000000000"
}
}
#-}
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