derek.holloway
7502bf64a4
CodeQL / Analyze (actions) (push) Canceled after 0s
CodeQL / Analyze (python) (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Multi-Arch CI / setup (push) Canceled after 0s
Publish build_manylinux_x86_64 images / publish_build_manylinux_x86_64 (push) Canceled after 0s
Setup (Multi-Arch) / setup (push) Canceled after 0s
Multi-Arch CI / Linux::${{ fromJSON(needs.setup.outputs.linux_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubi10 image / publish_no_rocm_image_ubi10 (push) Canceled after 0s
Multi-Arch CI / Windows::${{ fromJSON(needs.setup.outputs.windows_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Multi-Arch CI / Manifest Diff (push) Canceled after 0s
TheRock Manifest Diff Report / Generate Manifest Diff Report (push) Canceled after 0s
Multi-Arch CI / CI Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_ocl_rt images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_rocgdb images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Unit Tests / Unit Tests :: ubuntu-24.04 (push) Canceled after 0s
Unit Tests / Unit Tests :: windows-2022 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_media (push) Canceled after 0s
Unit Tests / Unit Tests Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_openmpi (push) Canceled after 0s
106 lines
5.0 KiB
MLIR
106 lines
5.0 KiB
MLIR
// RUN: mlir-opt -test-linalg-elementwise-fusion-patterns=fuse-multiuse-producer -split-input-file %s | FileCheck %s
|
|
|
|
#map = affine_map<(d0, d1) -> (d0, d1)>
|
|
func.func @multi_use_producer(%arg0 : tensor<?x?xf32>, %arg1 : tensor<?x?xf32>,
|
|
%arg2 : tensor<?x?xf32>, %arg3 : tensor<?x?xf32>, %arg4 : tensor<?x?xf32>)
|
|
-> (tensor<?x?xf32>, tensor<?x?xf32>, tensor<?x?xf32>) {
|
|
%0:2 = linalg.generic {
|
|
indexing_maps = [#map, #map, #map],
|
|
iterator_types = ["parallel", "parallel"]}
|
|
ins(%arg0 : tensor<?x?xf32>)
|
|
outs(%arg1, %arg2 : tensor<?x?xf32>, tensor<?x?xf32>) {
|
|
^bb0(%b0: f32, %b1 : f32, %b2 : f32):
|
|
%1 = arith.addf %b0, %b1 : f32
|
|
linalg.yield %1, %1 : f32, f32
|
|
} -> (tensor<?x?xf32>, tensor<?x?xf32>)
|
|
%2 = linalg.generic {
|
|
indexing_maps = [#map, #map, #map],
|
|
iterator_types = ["parallel", "parallel"]}
|
|
ins(%0#1, %arg3 : tensor<?x?xf32>, tensor<?x?xf32>)
|
|
outs(%arg4 : tensor<?x?xf32>) {
|
|
^bb0(%b0 : f32, %b1 : f32, %b2 : f32):
|
|
%3 = arith.mulf %b0, %b1 : f32
|
|
linalg.yield %3 : f32
|
|
} -> tensor<?x?xf32>
|
|
return %0#0, %0#1, %2 : tensor<?x?xf32>, tensor<?x?xf32>, tensor<?x?xf32>
|
|
}
|
|
// CHECK: func @multi_use_producer(
|
|
// CHECK-SAME: %[[ARG0:[a-zA-Z0-9]+]]: tensor<?x?xf32>
|
|
// CHECK-SAME: %[[ARG1:[a-zA-Z0-9]+]]: tensor<?x?xf32>
|
|
// CHECK-SAME: %[[ARG2:[a-zA-Z0-9]+]]: tensor<?x?xf32>
|
|
// CHECK-SAME: %[[ARG3:[a-zA-Z0-9]+]]: tensor<?x?xf32>
|
|
// CHECK-SAME: %[[ARG4:[a-zA-Z0-9]+]]: tensor<?x?xf32>)
|
|
// CHECK: %[[RESULT:.+]]:3 = linalg.generic
|
|
// CHECK: return %[[RESULT]]#0, %[[RESULT]]#1, %[[RESULT]]#2
|
|
|
|
func.func @multi_use_producer_2(%arg0: tensor<1x32x32x8xf32>) -> tensor<1x32x32x8xf32> attributes {llvm.emit_c_interface} {
|
|
%0 = llvm.mlir.constant(0.000000e+00 : f32) : f32
|
|
%1 = llvm.mlir.constant(31 : index) : i64
|
|
%2 = tensor.empty() : tensor<1x32x32x8xf32>
|
|
%3 = tensor.empty() : tensor<1x32x32x8xindex>
|
|
%4:2 = linalg.generic {
|
|
indexing_maps = [
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>
|
|
],
|
|
iterator_types = ["parallel", "parallel", "parallel", "parallel"]
|
|
}
|
|
ins(%arg0 : tensor<1x32x32x8xf32>)
|
|
outs(%2, %3 : tensor<1x32x32x8xf32>, tensor<1x32x32x8xindex>) {
|
|
^bb0(%in: f32, %out: f32, %out_0: index):
|
|
%9 = linalg.index 1 : index
|
|
linalg.yield %0, %9 : f32, index
|
|
} -> (tensor<1x32x32x8xf32>, tensor<1x32x32x8xindex>)
|
|
|
|
%5 = tensor.empty() : tensor<1x32x32x8xi64>
|
|
%6:2 = linalg.generic {
|
|
indexing_maps = [
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>
|
|
],
|
|
iterator_types = ["parallel", "parallel", "parallel", "parallel"]
|
|
}
|
|
ins(%arg0, %4#1 : tensor<1x32x32x8xf32>, tensor<1x32x32x8xindex>)
|
|
outs(%2, %5 : tensor<1x32x32x8xf32>, tensor<1x32x32x8xi64>) {
|
|
^bb0(%in: f32, %in_0: index, %out: f32, %out_1: i64):
|
|
%9 = builtin.unrealized_conversion_cast %in_0 : index to i64
|
|
linalg.yield %0, %9 : f32, i64
|
|
} -> (tensor<1x32x32x8xf32>, tensor<1x32x32x8xi64>)
|
|
|
|
%7 = tensor.empty() : tensor<1x32x32x8xi64>
|
|
%8:2 = linalg.generic {
|
|
indexing_maps = [
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>,
|
|
affine_map<(d0, d1, d2, d3) -> (d0, d1, d2, d3)>
|
|
],
|
|
iterator_types = ["parallel", "parallel", "parallel", "parallel"]
|
|
}
|
|
ins(%arg0, %4#1, %6#1 : tensor<1x32x32x8xf32>, tensor<1x32x32x8xindex>, tensor<1x32x32x8xi64>)
|
|
outs(%2, %7 : tensor<1x32x32x8xf32>, tensor<1x32x32x8xi64>) {
|
|
^bb0(%in: f32, %in_0: index, %in_1: i64, %out: f32, %out_2: i64):
|
|
%9 = llvm.sub %1, %in_1 : i64
|
|
linalg.yield %0, %9 : f32, i64
|
|
} -> (tensor<1x32x32x8xf32>, tensor<1x32x32x8xi64>)
|
|
return %8#0 : tensor<1x32x32x8xf32>
|
|
}
|
|
// CHECK-LABEL: func @multi_use_producer_2(
|
|
// CHECK-SAME: %[[ARG0:[a-zA-Z0-9]+]]: tensor<1x32x32x8xf32>)
|
|
// CHECK-SAME: -> tensor<1x32x32x8xf32>
|
|
// CHECK: %[[C31:.+]] = llvm.mlir.constant(31 : index) : i64
|
|
// CHECK: %[[R0:.+]]:2 = linalg.generic {
|
|
// CHECK-SAME: ins(%[[ARG0]], %[[ARG0]], %[[ARG0]], %[[ARG0]], %[[ARG0]] : tensor<1x32x32x8xf32>, tensor<1x32x32x8xf32>, tensor<1x32x32x8xf32>, tensor<1x32x32x8xf32>, tensor<1x32x32x8xf32>)
|
|
// CHECK-SAME: outs(%[[INIT:.+]], %[[INIT_1:.+]] : tensor<1x32x32x8xf32>, tensor<1x32x32x8xi64>)
|
|
// CHECK: ^bb0(%[[IN:.+]]: f32, %[[IN_1:.+]]: f32, %[[IN_2:.+]]: f32, %[[IN_3:.+]]: f32, %[[IN_4:.+]]: f32, %[[OUT:.+]]: f32, %[[OUT_I:.+]]: i64):
|
|
// CHECK: %[[IDX_9:.+]] = linalg.index 1 : index
|
|
// CHECK: %[[C_9:.+]] = builtin.unrealized_conversion_cast %[[IDX_9]] : index to i64
|
|
// CHECK: %[[C_SUB:.+]] = llvm.sub %[[C31]], %[[C_9]] : i64
|
|
// CHECK: linalg.yield %[[C0:.+]], %[[C_SUB]] : f32, i64
|
|
// CHECK: } -> (tensor<1x32x32x8xf32>, tensor<1x32x32x8xi64>)
|
|
// CHECK: return %[[R0]]#0 : tensor<1x32x32x8xf32>
|