diff --git a/mlir/lib/Conversion/GPUToSPIRV/ConvertGPUToSPIRVPass.cpp b/mlir/lib/Conversion/GPUToSPIRV/ConvertGPUToSPIRVPass.cpp
--- a/mlir/lib/Conversion/GPUToSPIRV/ConvertGPUToSPIRVPass.cpp
+++ b/mlir/lib/Conversion/GPUToSPIRV/ConvertGPUToSPIRVPass.cpp
@@ -21,6 +21,7 @@
 #include "mlir/Dialect/SPIRV/SPIRVDialect.h"
 #include "mlir/Dialect/SPIRV/SPIRVLowering.h"
 #include "mlir/Dialect/SPIRV/SPIRVOps.h"
+#include "mlir/Pass/Pass.h"
 
 using namespace mlir;
 
@@ -37,6 +38,26 @@
 struct GPUToSPIRVPass : public ConvertGPUToSPIRVBase<GPUToSPIRVPass> {
   void runOnOperation() override;
 };
+
+/// Pass to set the spv.entry_point_abi
+class TestSpirvEntryPointABIPass
+    : public PassWrapper<TestSpirvEntryPointABIPass,
+                         OperationPass<gpu::GPUModuleOp>> {
+public:
+  TestSpirvEntryPointABIPass() = default;
+  TestSpirvEntryPointABIPass(ArrayRef<int64_t> sizes) { workgroupSize = sizes; }
+  TestSpirvEntryPointABIPass(const TestSpirvEntryPointABIPass &) {}
+  void runOnOperation() override;
+
+private:
+  Pass::ListOption<int64_t> workgroupSize{
+      *this, "workgroup-size",
+      llvm::cl::desc(
+          "Workgroup size to use for all gpu.func kernels in the module, "
+          "specified with x-dimension first, y-dimension next and z-dimension "
+          "last. Unspecified dimensions will be set to 1"),
+      llvm::cl::ZeroOrMore, llvm::cl::MiscFlags::CommaSeparated};
+};
 } // namespace
 
 void GPUToSPIRVPass::runOnOperation() {
@@ -68,6 +89,32 @@
     return signalPassFailure();
 }
 
+void TestSpirvEntryPointABIPass::runOnOperation() {
+  gpu::GPUModuleOp gpuModule = getOperation();
+  MLIRContext *context = &getContext();
+  StringRef attrName = spirv::getEntryPointABIAttrName();
+  for (gpu::GPUFuncOp gpuFunc : gpuModule.getOps<gpu::GPUFuncOp>()) {
+    if (!gpu::GPUDialect::isKernel(gpuFunc) || gpuFunc.getAttr(attrName))
+      continue;
+    SmallVector<int32_t, 3> workgroupSize32 = llvm::to_vector<3>(
+        llvm::map_range(workgroupSize, [](int64_t v) -> int32_t {
+          return static_cast<int32_t>(v);
+        }));
+    workgroupSize32.resize(3, 1);
+    gpuFunc.setAttr(attrName,
+                    spirv::getEntryPointABIAttr(workgroupSize32, context));
+  }
+}
+
 std::unique_ptr<OperationPass<ModuleOp>> mlir::createConvertGPUToSPIRVPass() {
   return std::make_unique<GPUToSPIRVPass>();
 }
+
+namespace mlir {
+void registerTestSpirvEntryPointABIPass() {
+  PassRegistration<TestSpirvEntryPointABIPass> registration(
+      "test-spirv-entry-point-abi",
+      "Set the spv.entry_point_abi attribute on GPU kernel function within the "
+      "module, intended for testing only");
+}
+} // namespace mlir
diff --git a/mlir/test/Conversion/GPUToSPIRV/test_spirv_entry_point.mlir b/mlir/test/Conversion/GPUToSPIRV/test_spirv_entry_point.mlir
new file mode 100644
--- /dev/null
+++ b/mlir/test/Conversion/GPUToSPIRV/test_spirv_entry_point.mlir
@@ -0,0 +1,14 @@
+// RUN: mlir-opt -test-spirv-entry-point-abi %s | FileCheck %s -check-prefix=DEFAULT
+// RUN: mlir-opt -test-spirv-entry-point-abi="workgroup-size=32" %s | FileCheck %s -check-prefix=WG32
+
+//      DEFAULT: gpu.func @foo()
+// DEFAULT-SAME: spv.entry_point_abi = {local_size = dense<1> : vector<3xi32>}
+
+//      WG32: gpu.func @foo()
+// WG32-SAME:  spv.entry_point_abi = {local_size = dense<[32, 1, 1]> : vector<3xi32>}
+
+gpu.module @kernels {
+  gpu.func @foo() kernel {
+    gpu.return
+  }
+}
\ No newline at end of file
diff --git a/mlir/tools/mlir-opt/mlir-opt.cpp b/mlir/tools/mlir-opt/mlir-opt.cpp
--- a/mlir/tools/mlir-opt/mlir-opt.cpp
+++ b/mlir/tools/mlir-opt/mlir-opt.cpp
@@ -65,6 +65,7 @@
 void registerTestPreparationPassWithAllowedMemrefResults();
 void registerTestReducer();
 void registerTestGpuParallelLoopMappingPass();
+void registerTestSpirvEntryPointABIPass();
 void registerTestSCFUtilsPass();
 void registerTestVectorConversions();
 void registerVectorizerTestPass();
@@ -140,6 +141,7 @@
   registerTestPreparationPassWithAllowedMemrefResults();
   registerTestReducer();
   registerTestGpuParallelLoopMappingPass();
+  registerTestSpirvEntryPointABIPass();
   registerTestSCFUtilsPass();
   registerTestVectorConversions();
   registerVectorizerTestPass();