diff --git a/mlir/include/mlir/Conversion/Passes.td b/mlir/include/mlir/Conversion/Passes.td
--- a/mlir/include/mlir/Conversion/Passes.td
+++ b/mlir/include/mlir/Conversion/Passes.td
@@ -752,6 +752,13 @@
     operations in the Standard dialect.
   }];
 
+  let options = [
+    Option<"includeApplyRescale", "include-apply-rescale",
+           "bool", /*default=*/"false",
+           "Whether to include the lowering for tosa.apply_rescale to standard"
+           " ops">
+  ];
+
   let constructor = "tosa::createTosaToStandard()";
 }
 
diff --git a/mlir/lib/Conversion/TosaToLinalg/TosaToLinalgPass.cpp b/mlir/lib/Conversion/TosaToLinalg/TosaToLinalgPass.cpp
--- a/mlir/lib/Conversion/TosaToLinalg/TosaToLinalgPass.cpp
+++ b/mlir/lib/Conversion/TosaToLinalg/TosaToLinalgPass.cpp
@@ -12,6 +12,7 @@
 
 #include "../PassDetail.h"
 #include "mlir/Conversion/TosaToLinalg/TosaToLinalg.h"
+#include "mlir/Conversion/TosaToStandard/TosaToStandard.h"
 #include "mlir/Dialect/Arithmetic/IR/Arithmetic.h"
 #include "mlir/Dialect/Linalg/IR/Linalg.h"
 #include "mlir/Dialect/Math/IR/Math.h"
diff --git a/mlir/lib/Conversion/TosaToStandard/TosaToStandard.cpp b/mlir/lib/Conversion/TosaToStandard/TosaToStandard.cpp
--- a/mlir/lib/Conversion/TosaToStandard/TosaToStandard.cpp
+++ b/mlir/lib/Conversion/TosaToStandard/TosaToStandard.cpp
@@ -173,8 +173,7 @@
 
 void mlir::tosa::populateTosaToStandardConversionPatterns(
     RewritePatternSet *patterns) {
-  patterns->add<ApplyScaleOpConverter, ConstOpConverter, SliceOpConverter>(
-      patterns->getContext());
+  patterns->add<ConstOpConverter, SliceOpConverter>(patterns->getContext());
 }
 
 void mlir::tosa::populateTosaRescaleToStandardConversionPatterns(
diff --git a/mlir/lib/Conversion/TosaToStandard/TosaToStandardPass.cpp b/mlir/lib/Conversion/TosaToStandard/TosaToStandardPass.cpp
--- a/mlir/lib/Conversion/TosaToStandard/TosaToStandardPass.cpp
+++ b/mlir/lib/Conversion/TosaToStandard/TosaToStandardPass.cpp
@@ -33,11 +33,16 @@
     ConversionTarget target(getContext());
     target.addIllegalOp<tosa::ConstOp>();
     target.addIllegalOp<tosa::SliceOp>();
-    target.addIllegalOp<tosa::ApplyScaleOp>();
     target.addLegalDialect<arith::ArithmeticDialect>();
     target.addLegalDialect<tensor::TensorDialect>();
 
     mlir::tosa::populateTosaToStandardConversionPatterns(&patterns);
+
+    if (this->includeApplyRescale) {
+      mlir::tosa::populateTosaRescaleToStandardConversionPatterns(&patterns);
+      target.addIllegalOp<tosa::ApplyScaleOp>();
+    }
+
     if (failed(applyPartialConversion(getOperation(), target,
                                       std::move(patterns))))
       signalPassFailure();
diff --git a/mlir/test/Conversion/TosaToStandard/tosa-to-standard.mlir b/mlir/test/Conversion/TosaToStandard/tosa-to-standard.mlir
--- a/mlir/test/Conversion/TosaToStandard/tosa-to-standard.mlir
+++ b/mlir/test/Conversion/TosaToStandard/tosa-to-standard.mlir
@@ -1,4 +1,4 @@
-// RUN: mlir-opt --split-input-file --tosa-to-standard %s -verify-diagnostics -o -| FileCheck %s
+// RUN: mlir-opt --split-input-file --tosa-to-standard="include-apply-rescale=true" %s -verify-diagnostics -o -| FileCheck %s
 
 // CHECK-LABEL: func @const_test
 func @const_test() -> (tensor<i32>) {