[Mlir-commits] [mlir] cd8cc00 - Revert "[MLIR] Make structured op tests permutation invariant"

Mehdi Amini llvmlistbot at llvm.org
Thu Feb 18 16:16:54 PST 2021


Author: Mehdi Amini
Date: 2021-02-19T00:16:45Z
New Revision: cd8cc00b9e2b2b2b10270f7485eb47759bc54cc1

URL: https://github.com/llvm/llvm-project/commit/cd8cc00b9e2b2b2b10270f7485eb47759bc54cc1
DIFF: https://github.com/llvm/llvm-project/commit/cd8cc00b9e2b2b2b10270f7485eb47759bc54cc1.diff

LOG: Revert "[MLIR] Make structured op tests permutation invariant"

This reverts commit b9ff67099ad6da931976e66f1510c5af2558a86e.
The build is broken with -DBUILD_SHARED_LIBS=ON

Added: 
    

Modified: 
    mlir/include/mlir/Dialect/Utils/StructuredOpsUtils.h
    mlir/lib/Dialect/CMakeLists.txt
    mlir/lib/Dialect/Vector/CMakeLists.txt

Removed: 
    mlir/lib/Dialect/Utils/CMakeLists.txt
    mlir/lib/Dialect/Utils/StructuredOpsUtils.cpp
    mlir/unittests/Dialect/Utils/CMakeLists.txt
    mlir/unittests/Dialect/Utils/StructuredOpsUtilsTest.cpp


################################################################################
diff  --git a/mlir/include/mlir/Dialect/Utils/StructuredOpsUtils.h b/mlir/include/mlir/Dialect/Utils/StructuredOpsUtils.h
index c7d247603243..b903c0928d1b 100644
--- a/mlir/include/mlir/Dialect/Utils/StructuredOpsUtils.h
+++ b/mlir/include/mlir/Dialect/Utils/StructuredOpsUtils.h
@@ -24,23 +24,27 @@
 
 namespace mlir {
 
-/// Tests whether the given maps describe a row major matmul. The test is
-/// permutation-invariant. Note that this only checks the affine maps from an
-/// operation, so does not perform any checks on the math being performed within
-/// the reduction.
-bool isRowMajorMatmul(ArrayAttr indexingMaps);
-
-/// Tests whether the given maps describe a column major matmul. The test is
-/// permutation-invariant. Note that this only checks the affine maps from an
-/// operation, so does not perform any checks on the math being performed within
-/// the reduction.
-bool isColumnMajorMatmul(ArrayAttr indexingMaps);
-
-/// Tests whether the given maps describe a row major batch matmul. The test is
-/// permutation-invariant. Note that this only checks the affine maps from an
-/// operation, so does not perform any checks on the math being performed within
-/// the reduction.
-bool isRowMajorBatchMatmul(ArrayAttr indexingMaps);
+inline bool isRowMajorMatmul(ArrayAttr indexingMaps) {
+  auto context = indexingMaps.getContext();
+  AffineExpr m, n, k;
+  bindDims(context, m, n, k);
+  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, context));
+  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, context));
+  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, context));
+  auto maps = ArrayAttr::get(context, {mapA, mapB, mapC});
+  return indexingMaps == maps;
+}
+
+inline bool isColumnMajorMatmul(ArrayAttr indexingMaps) {
+  auto context = indexingMaps.getContext();
+  AffineExpr m, n, k;
+  bindDims(context, m, n, k);
+  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, context));
+  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, context));
+  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {n, m}, context));
+  auto maps = ArrayAttr::get(context, {mapA, mapB, mapC});
+  return indexingMaps == maps;
+}
 
 /// Attribute name for the AffineArrayAttr which encodes the relationship
 /// between a structured op iterators' and its operands.

diff  --git a/mlir/lib/Dialect/CMakeLists.txt b/mlir/lib/Dialect/CMakeLists.txt
index 251ea05236d1..ddeaa2edb704 100644
--- a/mlir/lib/Dialect/CMakeLists.txt
+++ b/mlir/lib/Dialect/CMakeLists.txt
@@ -20,7 +20,6 @@ add_subdirectory(SPIRV)
 add_subdirectory(StandardOps)
 add_subdirectory(Tensor)
 add_subdirectory(Tosa)
-add_subdirectory(Utils)
 add_subdirectory(Vector)
 
 set(LLVM_OPTIONAL_SOURCES

diff  --git a/mlir/lib/Dialect/Utils/CMakeLists.txt b/mlir/lib/Dialect/Utils/CMakeLists.txt
deleted file mode 100644
index 9213e6fb23d6..000000000000
--- a/mlir/lib/Dialect/Utils/CMakeLists.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-add_mlir_library(MLIRDialectUtils
-  StructuredOpsUtils.cpp
-
-  DEPENDS
-  MLIRIR
-)

diff  --git a/mlir/lib/Dialect/Utils/StructuredOpsUtils.cpp b/mlir/lib/Dialect/Utils/StructuredOpsUtils.cpp
deleted file mode 100644
index 27b570108011..000000000000
--- a/mlir/lib/Dialect/Utils/StructuredOpsUtils.cpp
+++ /dev/null
@@ -1,92 +0,0 @@
-//===- StructuredOpsUtils.cpp - Utilities used by structured ops ----------===//
-//
-// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
-// See https://llvm.org/LICENSE.txt for license information.
-// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Dialect/Utils/StructuredOpsUtils.h"
-#include "mlir/IR/AffineMap.h"
-#include "mlir/IR/BuiltinAttributes.h"
-
-using namespace mlir;
-
-bool mlir::isRowMajorMatmul(ArrayAttr indexingMaps) {
-  if (indexingMaps.size() != 3)
-    return false;
-
-  auto map0 = indexingMaps[0].cast<AffineMapAttr>().getValue();
-  auto map1 = indexingMaps[1].cast<AffineMapAttr>().getValue();
-  auto map2 = indexingMaps[2].cast<AffineMapAttr>().getValue();
-
-  if (map0.getNumResults() != 2 || map1.getNumResults() != 2 ||
-      map2.getNumResults() != 2 || map0.getNumInputs() != 3 ||
-      map1.getNumInputs() != 3 || map2.getNumInputs() != 3) {
-    return false;
-  }
-
-  // Extract dimensions for MxK * KxN -> MxN
-  AffineExpr m = map2.getResult(0);
-  AffineExpr n = map2.getResult(1);
-  AffineExpr k = map0.getResult(1);
-  auto *context = indexingMaps.getContext();
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, context));
-  auto maps = ArrayAttr::get(context, {mapA, mapB, mapC});
-  return indexingMaps == maps;
-}
-
-bool mlir::isColumnMajorMatmul(ArrayAttr indexingMaps) {
-  if (indexingMaps.size() != 3)
-    return false;
-
-  auto map0 = indexingMaps[0].cast<AffineMapAttr>().getValue();
-  auto map1 = indexingMaps[1].cast<AffineMapAttr>().getValue();
-  auto map2 = indexingMaps[2].cast<AffineMapAttr>().getValue();
-
-  if (map0.getNumResults() != 2 || map1.getNumResults() != 2 ||
-      map2.getNumResults() != 2 || map0.getNumInputs() != 3 ||
-      map1.getNumInputs() != 3 || map2.getNumInputs() != 3) {
-    return false;
-  }
-
-  // Extract dimensions for KxM * NxK -> NxM
-  AffineExpr n = map2.getResult(0);
-  AffineExpr m = map2.getResult(1);
-  AffineExpr k = map0.getResult(0);
-  auto *context = indexingMaps.getContext();
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, m}, context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {n, k}, context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {n, m}, context));
-  auto maps = ArrayAttr::get(context, {mapA, mapB, mapC});
-  return indexingMaps == maps;
-}
-
-bool mlir::isRowMajorBatchMatmul(ArrayAttr indexingMaps) {
-  if (indexingMaps.size() != 3)
-    return false;
-
-  auto map0 = indexingMaps[0].cast<AffineMapAttr>().getValue();
-  auto map1 = indexingMaps[1].cast<AffineMapAttr>().getValue();
-  auto map2 = indexingMaps[2].cast<AffineMapAttr>().getValue();
-
-  if (map0.getNumResults() != 3 || map1.getNumResults() != 3 ||
-      map2.getNumResults() != 3 || map0.getNumInputs() != 4 ||
-      map1.getNumInputs() != 4 || map2.getNumInputs() != 4) {
-    return false;
-  }
-
-  // Extract dimensions for BxMxK * BxKxN -> BxMxN
-  AffineExpr b = map2.getResult(0);
-  AffineExpr m = map2.getResult(1);
-  AffineExpr n = map2.getResult(2);
-  AffineExpr k = map0.getResult(2);
-  auto *context = indexingMaps.getContext();
-  auto mapA = AffineMapAttr::get(AffineMap::get(4, 0, {b, m, k}, context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(4, 0, {b, k, n}, context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(4, 0, {b, m, n}, context));
-  auto maps = ArrayAttr::get(context, {mapA, mapB, mapC});
-  return indexingMaps == maps;
-}

diff  --git a/mlir/lib/Dialect/Vector/CMakeLists.txt b/mlir/lib/Dialect/Vector/CMakeLists.txt
index f3e9af2b0c0e..957ea6650854 100644
--- a/mlir/lib/Dialect/Vector/CMakeLists.txt
+++ b/mlir/lib/Dialect/Vector/CMakeLists.txt
@@ -15,7 +15,6 @@ add_mlir_dialect_library(MLIRVector
   LINK_LIBS PUBLIC
   MLIRAffineEDSC
   MLIREDSC
-  MLIRDialectUtils
   MLIRIR
   MLIRStandard
   MLIRAffine

diff  --git a/mlir/unittests/Dialect/Utils/CMakeLists.txt b/mlir/unittests/Dialect/Utils/CMakeLists.txt
deleted file mode 100644
index d75b6936e69c..000000000000
--- a/mlir/unittests/Dialect/Utils/CMakeLists.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-add_mlir_unittest(MLIRDialectUtilsTests
-  StructuredOpsUtilsTest.cpp
-)
-target_link_libraries(MLIRDialectUtilsTests
-  PRIVATE
-  MLIRDialectUtils)

diff  --git a/mlir/unittests/Dialect/Utils/StructuredOpsUtilsTest.cpp b/mlir/unittests/Dialect/Utils/StructuredOpsUtilsTest.cpp
deleted file mode 100644
index bb95402b1ea5..000000000000
--- a/mlir/unittests/Dialect/Utils/StructuredOpsUtilsTest.cpp
+++ /dev/null
@@ -1,256 +0,0 @@
-//===- StructuredOpsUtilsTest.cpp - StructuredOpsUtils unit tests ---------===//
-//
-// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
-// See https://llvm.org/LICENSE.txt for license information.
-// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
-//
-//===----------------------------------------------------------------------===//
-
-#include "mlir/Dialect/Utils/StructuredOpsUtils.h"
-#include "mlir/IR/AffineExpr.h"
-#include "mlir/IR/AffineMap.h"
-#include "gmock/gmock.h"
-#include "gtest/gtest.h"
-
-using namespace mlir;
-using testing::Not;
-using testing::Truly;
-
-namespace {
-
-TEST(isRowMajorMatmul, Simple) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isRowMajorMatmul));
-}
-
-TEST(isRowMajorMatmul, BindingShifted) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, k, m, n); // bind in 
diff erent order
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isRowMajorMatmul));
-}
-
-TEST(isRowMajorMatmul, BindingSwapped) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, k, n, m); // bind in 
diff erent order
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isRowMajorMatmul));
-}
-
-TEST(isRowMajorMatmul, ColumnMajor) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorMatmul)));
-}
-
-TEST(isRowMajorMatmul, FirstInputSwapped) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, m}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorMatmul)));
-}
-
-TEST(isRowMajorMatmul, TooFewMaps) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorMatmul)));
-}
-
-TEST(isRowMajorMatmul, TooManyMaps) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto mapD = AffineMapAttr::get(AffineMap::get(3, 0, {k, m}, &context));
-
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC, mapD});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorMatmul)));
-}
-
-TEST(isRowMajorMatmul, TooFewDims) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(2, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorMatmul)));
-}
-
-TEST(isRowMajorMatmul, TooFewOutputs) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorMatmul)));
-}
-
-TEST(isColumnMajorMatmul, Simple) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isColumnMajorMatmul));
-}
-
-TEST(isColumnMajorMatmul, BindingShifted) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, k, m, n); // bind in 
diff erent order
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isColumnMajorMatmul));
-}
-
-TEST(isColumnMajorMatmul, BindingSwapped) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, k, n, m); // bind in 
diff erent order
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isColumnMajorMatmul));
-}
-
-TEST(isColumnMajorMatmul, RowMajor) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isColumnMajorMatmul)));
-}
-
-TEST(isColumnMajorMatmul, FirstInputSwapped) {
-  MLIRContext context;
-
-  AffineExpr m, n, k;
-  bindDims(&context, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(3, 0, {n, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(3, 0, {m, k}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(3, 0, {m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isColumnMajorMatmul)));
-}
-
-TEST(isRowMajorBatchMatmul, Simple) {
-  MLIRContext context;
-
-  AffineExpr batch, m, n, k;
-  bindDims(&context, batch, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(4, 0, {batch, k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isRowMajorBatchMatmul));
-}
-
-TEST(isRowMajorBatchMatmul, BindingShifted) {
-  MLIRContext context;
-
-  AffineExpr batch, m, n, k;
-  bindDims(&context, k, batch, m, n); // bind in 
diff erent order
-  auto mapA = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(4, 0, {batch, k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isRowMajorBatchMatmul));
-}
-
-TEST(isRowMajorBatchMatmul, BindingSwapped) {
-  MLIRContext context;
-
-  AffineExpr batch, m, n, k;
-  bindDims(&context, batch, k, n, m); // bind in 
diff erent order
-  auto mapA = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, k}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(4, 0, {batch, k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Truly(isRowMajorBatchMatmul));
-}
-
-TEST(isRowMajorBatchMatmul, FirstInputSwapped) {
-  MLIRContext context;
-
-  AffineExpr batch, m, n, k;
-  bindDims(&context, batch, m, n, k);
-  auto mapA = AffineMapAttr::get(AffineMap::get(4, 0, {batch, k, m}, &context));
-  auto mapB = AffineMapAttr::get(AffineMap::get(4, 0, {batch, k, n}, &context));
-  auto mapC = AffineMapAttr::get(AffineMap::get(4, 0, {batch, m, n}, &context));
-  auto maps = ArrayAttr::get(&context, {mapA, mapB, mapC});
-
-  EXPECT_THAT(maps, Not(Truly(isRowMajorBatchMatmul)));
-}
-
-} // namespace


        


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