diff --git a/mlir/include/mlir/Dialect/Affine/EDSC/Builders.h b/mlir/include/mlir/Dialect/Affine/EDSC/Builders.h
index 5c99a430c86216..96191e01296a50 100644
--- a/mlir/include/mlir/Dialect/Affine/EDSC/Builders.h
+++ b/mlir/include/mlir/Dialect/Affine/EDSC/Builders.h
@@ -66,10 +66,14 @@ Value operator^(Value lhs, Value rhs);
 /// Comparison operator overloadings.
 Value eq(Value lhs, Value rhs);
 Value ne(Value lhs, Value rhs);
-Value operator<(Value lhs, Value rhs);
-Value operator<=(Value lhs, Value rhs);
-Value operator>(Value lhs, Value rhs);
-Value operator>=(Value lhs, Value rhs);
+Value slt(Value lhs, Value rhs);
+Value sle(Value lhs, Value rhs);
+Value sgt(Value lhs, Value rhs);
+Value sge(Value lhs, Value rhs);
+Value ult(Value lhs, Value rhs);
+Value ule(Value lhs, Value rhs);
+Value ugt(Value lhs, Value rhs);
+Value uge(Value lhs, Value rhs);
 
 } // namespace op
 
@@ -159,24 +163,44 @@ Value TemplatedIndexedValue<Load, Store>::ne(Value e) {
   return ne(value, e);
 }
 template <typename Load, typename Store>
-Value TemplatedIndexedValue<Load, Store>::operator<(Value e) {
-  using op::operator<;
-  return static_cast<Value>(*this) < e;
+Value TemplatedIndexedValue<Load, Store>::slt(Value e) {
+  using op::slt;
+  return slt(static_cast<Value>(*this), e);
 }
 template <typename Load, typename Store>
-Value TemplatedIndexedValue<Load, Store>::operator<=(Value e) {
-  using op::operator<=;
-  return static_cast<Value>(*this) <= e;
+Value TemplatedIndexedValue<Load, Store>::sle(Value e) {
+  using op::sle;
+  return sle(static_cast<Value>(*this), e);
 }
 template <typename Load, typename Store>
-Value TemplatedIndexedValue<Load, Store>::operator>(Value e) {
-  using op::operator>;
-  return static_cast<Value>(*this) > e;
+Value TemplatedIndexedValue<Load, Store>::sgt(Value e) {
+  using op::sgt;
+  return sgt(static_cast<Value>(*this), e);
 }
 template <typename Load, typename Store>
-Value TemplatedIndexedValue<Load, Store>::operator>=(Value e) {
-  using op::operator>=;
-  return static_cast<Value>(*this) >= e;
+Value TemplatedIndexedValue<Load, Store>::sge(Value e) {
+  using op::sge;
+  return sge(static_cast<Value>(*this), e);
+}
+template <typename Load, typename Store>
+Value TemplatedIndexedValue<Load, Store>::ult(Value e) {
+  using op::ult;
+  return ult(static_cast<Value>(*this), e);
+}
+template <typename Load, typename Store>
+Value TemplatedIndexedValue<Load, Store>::ule(Value e) {
+  using op::ule;
+  return ule(static_cast<Value>(*this), e);
+}
+template <typename Load, typename Store>
+Value TemplatedIndexedValue<Load, Store>::ugt(Value e) {
+  using op::ugt;
+  return ugt(static_cast<Value>(*this), e);
+}
+template <typename Load, typename Store>
+Value TemplatedIndexedValue<Load, Store>::uge(Value e) {
+  using op::uge;
+  return uge(static_cast<Value>(*this), e);
 }
 
 } // namespace edsc
diff --git a/mlir/include/mlir/EDSC/Builders.h b/mlir/include/mlir/EDSC/Builders.h
index a7c5506f7ab03e..64df2c9fe3672f 100644
--- a/mlir/include/mlir/EDSC/Builders.h
+++ b/mlir/include/mlir/EDSC/Builders.h
@@ -288,21 +288,37 @@ class TemplatedIndexedValue {
   /// Comparison operator overloadings.
   Value eq(Value e);
   Value ne(Value e);
-  Value operator<(Value e);
-  Value operator<=(Value e);
-  Value operator>(Value e);
-  Value operator>=(Value e);
-  Value operator<(TemplatedIndexedValue e) {
-    return *this < static_cast<Value>(e);
+  Value slt(Value e);
+  Value sle(Value e);
+  Value sgt(Value e);
+  Value sge(Value e);
+  Value ult(Value e);
+  Value ule(Value e);
+  Value ugt(Value e);
+  Value uge(Value e);
+  Value slt(TemplatedIndexedValue e) {
+    return slt(*this, static_cast<Value>(e));
   }
-  Value operator<=(TemplatedIndexedValue e) {
-    return *this <= static_cast<Value>(e);
+  Value sle(TemplatedIndexedValue e) {
+    return sle(*this, static_cast<Value>(e));
   }
-  Value operator>(TemplatedIndexedValue e) {
-    return *this > static_cast<Value>(e);
+  Value sgt(TemplatedIndexedValue e) {
+    return sgt(*this, static_cast<Value>(e));
   }
-  Value operator>=(TemplatedIndexedValue e) {
-    return *this >= static_cast<Value>(e);
+  Value sge(TemplatedIndexedValue e) {
+    return sge(*this, static_cast<Value>(e));
+  }
+  Value ult(TemplatedIndexedValue e) {
+    return ult(*this, static_cast<Value>(e));
+  }
+  Value ule(TemplatedIndexedValue e) {
+    return ule(*this, static_cast<Value>(e));
+  }
+  Value ugt(TemplatedIndexedValue e) {
+    return ugt(*this, static_cast<Value>(e));
+  }
+  Value uge(TemplatedIndexedValue e) {
+    return uge(*this, static_cast<Value>(e));
   }
 
 private:
diff --git a/mlir/lib/Conversion/VectorToSCF/VectorToSCF.cpp b/mlir/lib/Conversion/VectorToSCF/VectorToSCF.cpp
index 99ded0686a544a..cf3d9653d7dfaa 100644
--- a/mlir/lib/Conversion/VectorToSCF/VectorToSCF.cpp
+++ b/mlir/lib/Conversion/VectorToSCF/VectorToSCF.cpp
@@ -187,7 +187,7 @@ Value NDTransferOpHelper<ConcreteOp>::emitInBoundsCondition(
     using namespace mlir::edsc::op;
     majorIvsPlusOffsets.push_back(iv + off);
     if (xferOp.isMaskedDim(leadingRank + idx)) {
-      Value inBounds = majorIvsPlusOffsets.back() < ub;
+      Value inBounds = slt(majorIvsPlusOffsets.back(), ub);
       inBoundsCondition =
           (inBoundsCondition) ? (inBoundsCondition && inBounds) : inBounds;
     }
@@ -433,16 +433,16 @@ clip(TransferOpTy transfer, MemRefBoundsCapture &bounds, ArrayRef<Value> ivs) {
     auto i = memRefAccess[memRefDim];
     if (loopIndex < 0) {
       auto N_minus_1 = N - one;
-      auto select_1 = std_select(i < N, i, N_minus_1);
+      auto select_1 = std_select(slt(i, N), i, N_minus_1);
       clippedScalarAccessExprs[memRefDim] =
-          std_select(i < zero, zero, select_1);
+          std_select(slt(i, zero), zero, select_1);
     } else {
       auto ii = ivs[loopIndex];
       auto i_plus_ii = i + ii;
       auto N_minus_1 = N - one;
-      auto select_1 = std_select(i_plus_ii < N, i_plus_ii, N_minus_1);
+      auto select_1 = std_select(slt(i_plus_ii, N), i_plus_ii, N_minus_1);
       clippedScalarAccessExprs[memRefDim] =
-          std_select(i_plus_ii < zero, zero, select_1);
+          std_select(slt(i_plus_ii, zero), zero, select_1);
     }
   }
 
diff --git a/mlir/lib/Dialect/Affine/EDSC/Builders.cpp b/mlir/lib/Dialect/Affine/EDSC/Builders.cpp
index 559f375c5dff65..e5bf1c015e02e1 100644
--- a/mlir/lib/Dialect/Affine/EDSC/Builders.cpp
+++ b/mlir/lib/Dialect/Affine/EDSC/Builders.cpp
@@ -221,29 +221,51 @@ Value mlir::edsc::op::ne(Value lhs, Value rhs) {
              ? createFComparisonExpr(CmpFPredicate::ONE, lhs, rhs)
              : createIComparisonExpr(CmpIPredicate::ne, lhs, rhs);
 }
-Value mlir::edsc::op::operator<(Value lhs, Value rhs) {
+Value mlir::edsc::op::slt(Value lhs, Value rhs) {
   auto type = lhs.getType();
   return type.isa<FloatType>()
              ? createFComparisonExpr(CmpFPredicate::OLT, lhs, rhs)
-             :
-             // TODO(ntv,zinenko): signed by default, how about unsigned?
-             createIComparisonExpr(CmpIPredicate::slt, lhs, rhs);
+             : createIComparisonExpr(CmpIPredicate::slt, lhs, rhs);
 }
-Value mlir::edsc::op::operator<=(Value lhs, Value rhs) {
+Value mlir::edsc::op::sle(Value lhs, Value rhs) {
   auto type = lhs.getType();
   return type.isa<FloatType>()
              ? createFComparisonExpr(CmpFPredicate::OLE, lhs, rhs)
              : createIComparisonExpr(CmpIPredicate::sle, lhs, rhs);
 }
-Value mlir::edsc::op::operator>(Value lhs, Value rhs) {
+Value mlir::edsc::op::sgt(Value lhs, Value rhs) {
   auto type = lhs.getType();
   return type.isa<FloatType>()
              ? createFComparisonExpr(CmpFPredicate::OGT, lhs, rhs)
              : createIComparisonExpr(CmpIPredicate::sgt, lhs, rhs);
 }
-Value mlir::edsc::op::operator>=(Value lhs, Value rhs) {
+Value mlir::edsc::op::sge(Value lhs, Value rhs) {
   auto type = lhs.getType();
   return type.isa<FloatType>()
              ? createFComparisonExpr(CmpFPredicate::OGE, lhs, rhs)
              : createIComparisonExpr(CmpIPredicate::sge, lhs, rhs);
 }
+Value mlir::edsc::op::ult(Value lhs, Value rhs) {
+  auto type = lhs.getType();
+  return type.isa<FloatType>()
+             ? createFComparisonExpr(CmpFPredicate::OLT, lhs, rhs)
+             : createIComparisonExpr(CmpIPredicate::ult, lhs, rhs);
+}
+Value mlir::edsc::op::ule(Value lhs, Value rhs) {
+  auto type = lhs.getType();
+  return type.isa<FloatType>()
+             ? createFComparisonExpr(CmpFPredicate::OLE, lhs, rhs)
+             : createIComparisonExpr(CmpIPredicate::ule, lhs, rhs);
+}
+Value mlir::edsc::op::ugt(Value lhs, Value rhs) {
+  auto type = lhs.getType();
+  return type.isa<FloatType>()
+             ? createFComparisonExpr(CmpFPredicate::OGT, lhs, rhs)
+             : createIComparisonExpr(CmpIPredicate::ugt, lhs, rhs);
+}
+Value mlir::edsc::op::uge(Value lhs, Value rhs) {
+  auto type = lhs.getType();
+  return type.isa<FloatType>()
+             ? createFComparisonExpr(CmpFPredicate::OGE, lhs, rhs)
+             : createIComparisonExpr(CmpIPredicate::uge, lhs, rhs);
+}
diff --git a/mlir/lib/Dialect/Linalg/EDSC/Builders.cpp b/mlir/lib/Dialect/Linalg/EDSC/Builders.cpp
index 5016ca9b3055d9..8cfc25d2ff8ed4 100644
--- a/mlir/lib/Dialect/Linalg/EDSC/Builders.cpp
+++ b/mlir/lib/Dialect/Linalg/EDSC/Builders.cpp
@@ -169,8 +169,8 @@ Operation *mlir::edsc::ops::linalg_generic_pointwise_max(StructuredIndexed I1,
                                                          StructuredIndexed I2,
                                                          StructuredIndexed O) {
   BinaryPointwiseOpBuilder binOp([](Value a, Value b) -> Value {
-    using edsc::op::operator>;
-    return std_select(a > b, a, b);
+    using edsc::op::sgt;
+    return std_select(sgt(a, b), a, b);
   });
   return linalg_generic_pointwise(binOp, I1, I2, O);
 }
diff --git a/mlir/lib/Dialect/Linalg/Transforms/Loops.cpp b/mlir/lib/Dialect/Linalg/Transforms/Loops.cpp
index d031712ce5a9f6..ec57717eaca98b 100644
--- a/mlir/lib/Dialect/Linalg/Transforms/Loops.cpp
+++ b/mlir/lib/Dialect/Linalg/Transforms/Loops.cpp
@@ -263,16 +263,16 @@ Value getConvOpInput(ConvOp convOp, StdIndexedValue im,
       continue;
     }
 
-    using edsc::op::operator<;
-    using edsc::op::operator>=;
+    using edsc::op::sge;
+    using edsc::op::slt;
     using edsc::op::operator||;
-    Value leftOutOfBound = dim < zeroIndex;
+    Value leftOutOfBound = slt(dim, zeroIndex);
     if (conds.empty())
       conds.push_back(leftOutOfBound);
     else
       conds.push_back(conds.back() || leftOutOfBound);
     Value rightBound = std_dim(convOp.input(), idx);
-    conds.push_back(conds.back() || (dim >= rightBound));
+    conds.push_back(conds.back() || (sge(dim, rightBound)));
 
     // When padding is involved, the indices will only be shifted to negative,
     // so having a max op is enough.
@@ -337,8 +337,8 @@ void emitScalarImplementation(ArrayRef<Value> allIvs, PoolingMaxOp op) {
   // Emit scalar form.
   Value lhs = std_load(op.output(), indices.outputs);
   Value rhs = std_load(op.input(), indices.inputs);
-  using edsc::op::operator>;
-  Value maxValue = std_select(lhs > rhs, lhs, rhs);
+  using edsc::op::sgt;
+  Value maxValue = std_select(sgt(lhs, rhs), lhs, rhs);
   std_store(maxValue, op.output(), indices.outputs);
 }
 template <typename IndexedValueType>
@@ -347,8 +347,8 @@ void emitScalarImplementation(ArrayRef<Value> allIvs, PoolingMinOp op) {
   // Emit scalar form.
   Value lhs = std_load(op.output(), indices.outputs);
   Value rhs = std_load(op.input(), indices.inputs);
-  using edsc::op::operator<;
-  Value minValue = std_select(lhs < rhs, lhs, rhs);
+  using edsc::op::slt;
+  Value minValue = std_select(slt(lhs, rhs), lhs, rhs);
   std_store(minValue, op.output(), indices.outputs);
 }
 template <typename IndexedValueType>
diff --git a/mlir/test/EDSC/builder-api-test.cpp b/mlir/test/EDSC/builder-api-test.cpp
index 31748810f89922..73f7adeeaf7113 100644
--- a/mlir/test/EDSC/builder-api-test.cpp
+++ b/mlir/test/EDSC/builder-api-test.cpp
@@ -459,9 +459,9 @@ TEST_FUNC(diviu_op_i32) {
 
 TEST_FUNC(select_op_i32) {
   using namespace edsc::op;
-  auto f32Type = FloatType::getF32(&globalContext());
+  auto i32Type = IntegerType::get(32, &globalContext());
   auto memrefType = MemRefType::get(
-      {ShapedType::kDynamicSize, ShapedType::kDynamicSize}, f32Type, {}, 0);
+      {ShapedType::kDynamicSize, ShapedType::kDynamicSize}, i32Type, {}, 0);
   auto f = makeFunction("select_op", {}, {memrefType});
 
   OpBuilder builder(f.getBody());
@@ -470,7 +470,18 @@ TEST_FUNC(select_op_i32) {
   MemRefBoundsCapture vA(f.getArgument(0));
   AffineIndexedValue A(f.getArgument(0));
   affineLoopNestBuilder({zero, zero}, {one, one}, {1, 1}, [&](ValueRange ivs) {
-    std_select(eq(ivs[0], zero), A(zero, zero), A(ivs[0], ivs[1]));
+    using namespace edsc::op;
+    Value i = ivs[0], j = ivs[1];
+    std_select(eq(i, zero), A(zero, zero), A(i, j));
+    std_select(ne(i, zero), A(zero, zero), A(i, j));
+    std_select(slt(i, zero), A(zero, zero), A(i, j));
+    std_select(sle(i, zero), A(zero, zero), A(i, j));
+    std_select(sgt(i, zero), A(zero, zero), A(i, j));
+    std_select(sge(i, zero), A(zero, zero), A(i, j));
+    std_select(ult(i, zero), A(zero, zero), A(i, j));
+    std_select(ule(i, zero), A(zero, zero), A(i, j));
+    std_select(ugt(i, zero), A(zero, zero), A(i, j));
+    std_select(uge(i, zero), A(zero, zero), A(i, j));
   });
 
   // clang-format off
@@ -481,6 +492,42 @@ TEST_FUNC(select_op_i32) {
   //  CHECK-DAG:     {{.*}} = affine.load
   //  CHECK-DAG:     {{.*}} = affine.load
   // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "ne"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "slt"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "sle"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "sgt"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "sge"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "ult"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "ule"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "ugt"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
+  //  CHECK-DAG:     {{.*}} = cmpi "uge"
+  //  CHECK-DAG:     {{.*}} = affine.load
+  //  CHECK-DAG:     {{.*}} = affine.load
+  // CHECK-NEXT:     {{.*}} = select
   // clang-format on
   f.print(llvm::outs());
   f.erase();
@@ -503,10 +550,14 @@ TEST_FUNC(select_op_f32) {
     Value i = ivs[0], j = ivs[1];
     std_select(eq(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
     std_select(ne(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
-    std_select(B(i, j) >= B(i + one, j), A(zero, zero), A(i, j));
-    std_select(B(i, j) <= B(i + one, j), A(zero, zero), A(i, j));
-    std_select(B(i, j) < B(i + one, j), A(zero, zero), A(i, j));
-    std_select(B(i, j) > B(i + one, j), A(zero, zero), A(i, j));
+    std_select(sge(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(sle(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(slt(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(sgt(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(uge(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(ule(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(ult(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
+    std_select(ugt(B(i, j), B(i + one, j)), A(zero, zero), A(i, j));
   });
 
   // CHECK-LABEL: @select_op
@@ -554,6 +605,34 @@ TEST_FUNC(select_op_f32) {
   //  CHECK-DAG:     affine.load
   //  CHECK-DAG:     affine.apply
   // CHECK-NEXT:     select
+  //  CHECK-DAG:     cmpf "oge"
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.apply
+  // CHECK-NEXT:     select
+  //  CHECK-DAG:     cmpf "ole"
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.apply
+  // CHECK-NEXT:     select
+  //  CHECK-DAG:     cmpf "olt"
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.apply
+  // CHECK-NEXT:     select
+  //  CHECK-DAG:     cmpf "ogt"
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.load
+  //  CHECK-DAG:     affine.apply
+  // CHECK-NEXT:     select
   // clang-format on
   f.print(llvm::outs());
   f.erase();