[ET-VK][Ops] common test utils for converting aten types to vulkan types

backends/vulkan/test/op_tests/linear_weight_int4_test.cpp

@@ -14,6 +14,8 @@
 #include <executorch/backends/vulkan/runtime/graph/ComputeGraph.h>
 #include <executorch/backends/vulkan/runtime/graph/ops/OperatorRegistry.h>
 
+#include "test_utils.h"
+
 #include <cassert>
 
 //
@@ -201,26 +203,6 @@ void test_reference_linear_qcs4w(
   ASSERT_TRUE(at::allclose(out, out_ref));
 }
 
-vkcompute::vkapi::ScalarType from_at_scalartype(c10::ScalarType at_scalartype) {
-  using namespace vkcompute;
-  switch (at_scalartype) {
-    case c10::kFloat:
-      return vkapi::kFloat;
-    case c10::kHalf:
-      return vkapi::kHalf;
-    case c10::kInt:
-      return vkapi::kInt;
-    case c10::kLong:
-      return vkapi::kInt;
-    case c10::kChar:
-      return vkapi::kChar;
-    case c10::kByte:
-      return vkapi::kByte;
-    default:
-      VK_THROW("Unsupported at::ScalarType!");
-  }
-}
-
 void test_vulkan_linear_qga4w_impl(
     const int B,
     const int M,

backends/vulkan/test/op_tests/rotary_embedding_test.cpp

@@ -14,6 +14,8 @@
 #include <executorch/backends/vulkan/runtime/graph/ComputeGraph.h>
 #include <executorch/backends/vulkan/runtime/graph/ops/OperatorRegistry.h>
 
+#include "test_utils.h"
+
 #include <cassert>
 
 //
@@ -55,26 +57,6 @@ std::pair<at::Tensor, at::Tensor> rotary_embedding_impl(
 // Test functions
 //
 
-vkcompute::vkapi::ScalarType from_at_scalartype(c10::ScalarType at_scalartype) {
-  using namespace vkcompute;
-  switch (at_scalartype) {
-    case c10::kFloat:
-      return vkapi::kFloat;
-    case c10::kHalf:
-      return vkapi::kHalf;
-    case c10::kInt:
-      return vkapi::kInt;
-    case c10::kLong:
-      return vkapi::kInt;
-    case c10::kChar:
-      return vkapi::kChar;
-    case c10::kByte:
-      return vkapi::kByte;
-    default:
-      VK_THROW("Unsupported at::ScalarType!");
-  }
-}
-
 void test_reference(
     const int n_heads = 4,
     const int n_kv_heads = 2,

backends/vulkan/test/op_tests/sdpa_test.cpp

@@ -18,6 +18,8 @@
 #include <executorch/extension/kernel_util/make_boxed_from_unboxed_functor.h>
 #include <executorch/extension/llm/custom_ops/op_sdpa.h>
 
+#include "test_utils.h"
+
 #include <cassert>
 #include <iostream>
 
@@ -261,24 +263,6 @@ void test_reference_sdpa(
   }
 }
 
-vkcompute::vkapi::ScalarType from_at_scalartype(c10::ScalarType at_scalartype) {
-  using namespace vkcompute;
-  switch (at_scalartype) {
-    case c10::kFloat:
-      return vkapi::kFloat;
-    case c10::kHalf:
-      return vkapi::kHalf;
-    case c10::kInt:
-      return vkapi::kInt;
-    case c10::kLong:
-      return vkapi::kInt;
-    case c10::kChar:
-      return vkapi::kChar;
-    default:
-      VK_THROW("Unsupported at::ScalarType!");
-  }
-}
-
 void test_vulkan_sdpa(
     const int start_input_pos,
     const int base_sequence_len,

backends/vulkan/test/op_tests/targets.bzl

@@ -136,6 +136,28 @@ def define_common_targets(is_fbcode = False):
         ],
     )
 
+    runtime.cxx_library(
+        name = "test_utils",
+        srcs = [
+            "test_utils.cpp",
+        ],
+        headers = [
+            "test_utils.h",
+        ],
+        exported_headers = [
+            "test_utils.h",
+        ],
+        deps = [
+            "//executorch/backends/vulkan:vulkan_graph_runtime",
+            "//executorch/runtime/core/exec_aten:lib",
+            runtime.external_dep_location("libtorch"),
+        ],
+        visibility = [
+            "//executorch/backends/vulkan/test/op_tests/...",
+            "@EXECUTORCH_CLIENTS",
+        ],
+    )
+
     define_test_targets(
         "compute_graph_op_tests",
         src_file=":generated_op_correctness_tests_cpp[op_tests.cpp]"
@@ -144,9 +166,29 @@ def define_common_targets(is_fbcode = False):
     define_test_targets(
         "sdpa_test",
         extra_deps = [
+            ":test_utils",
             "//executorch/extension/llm/custom_ops:custom_ops_aot_lib",
             "//executorch/extension/tensor:tensor",
         ]
     )
-    define_test_targets("linear_weight_int4_test")
-    define_test_targets("rotary_embedding_test")
+    define_test_targets(
+        "quantize_test",
+        extra_deps = [
+            ":test_utils",
+            "//executorch/kernels/quantized/cpu:op_quantize",
+            "//executorch/extension/tensor:tensor",
+            "//executorch/extension/aten_util:aten_bridge",
+        ]
+    )
+    define_test_targets(
+        "linear_weight_int4_test",
+        extra_deps = [
+            ":test_utils",
+        ]
+    )
+    define_test_targets(
+        "rotary_embedding_test",
+        extra_deps = [
+            ":test_utils",
+        ]
+    )

backends/vulkan/test/op_tests/test_utils.cpp

@@ -0,0 +1,114 @@
+/*
+ * Copyright (c) Meta Platforms, Inc. and affiliates.
+ * All rights reserved.
+ *
+ * This source code is licensed under the BSD-style license found in the
+ * LICENSE file in the root directory of this source tree.
+ */
+
+#include "test_utils.h"
+
+#include <stdexcept>
+
+executorch::aten::ScalarType at_scalartype_to_et_scalartype(
+    at::ScalarType dtype) {
+  using ScalarType = executorch::aten::ScalarType;
+  switch (dtype) {
+    case at::kByte:
+      return ScalarType::Byte;
+    case at::kChar:
+      return ScalarType::Char;
+    case at::kShort:
+      return ScalarType::Short;
+    case at::kInt:
+      return ScalarType::Int;
+    case at::kLong:
+      return ScalarType::Long;
+    case at::kHalf:
+      return ScalarType::Half;
+    case at::kFloat:
+      return ScalarType::Float;
+    case at::kDouble:
+      return ScalarType::Double;
+    default:
+      throw std::runtime_error("Unsupported dtype");
+  }
+}
+
+std::string scalar_type_name(c10::ScalarType dtype) {
+  switch (dtype) {
+    case c10::kLong:
+      return "c10::kLong";
+    case c10::kShort:
+      return "c10::kShort";
+    case c10::kComplexHalf:
+      return "c10::kComplexHalf";
+    case c10::kComplexFloat:
+      return "c10::kComplexFloat";
+    case c10::kComplexDouble:
+      return "c10::kComplexDouble";
+    case c10::kBool:
+      return "c10::kBool";
+    case c10::kQInt8:
+      return "c10::kQInt8";
+    case c10::kQUInt8:
+      return "c10::kQUInt8";
+    case c10::kQInt32:
+      return "c10::kQInt32";
+    case c10::kBFloat16:
+      return "c10::kBFloat16";
+    case c10::kQUInt4x2:
+      return "c10::kQUInt4x2";
+    case c10::kQUInt2x4:
+      return "c10::kQUInt2x4";
+    case c10::kFloat:
+      return "c10::kFloat";
+    case c10::kHalf:
+      return "c10::kHalf";
+    case c10::kInt:
+      return "c10::kInt";
+    case c10::kChar:
+      return "c10::kChar";
+    case c10::kByte:
+      return "c10::kByte";
+    case c10::kDouble:
+      return "c10::kDouble";
+    case c10::kUInt16:
+      return "c10::kUInt16";
+    case c10::kBits16:
+      return "c10::kBits16";
+    default:
+      return "Unknown(" + std::to_string(static_cast<int>(dtype)) + ")";
+  }
+}
+
+vkcompute::vkapi::ScalarType from_at_scalartype(c10::ScalarType at_scalartype) {
+  using namespace vkcompute;
+  switch (at_scalartype) {
+    case c10::kHalf:
+      return vkapi::kHalf;
+    case c10::kFloat:
+      return vkapi::kFloat;
+    case c10::kDouble:
+      return vkapi::kDouble;
+    case c10::kInt:
+      return vkapi::kInt;
+    case c10::kLong:
+      return vkapi::kLong;
+    case c10::kChar:
+      return vkapi::kChar;
+    case c10::kByte:
+      return vkapi::kByte;
+    case c10::kShort:
+      return vkapi::kShort;
+    case c10::kUInt16:
+      return vkapi::kUInt16;
+    default:
+      VK_THROW(
+          "Unsupported at::ScalarType: ",
+          scalar_type_name(at_scalartype),
+          " (",
+          static_cast<int>(at_scalartype),
+          ")");
+  }
+}

backends/vulkan/test/op_tests/test_utils.h

@@ -0,0 +1,32 @@
+/*
+ * Copyright (c) Meta Platforms, Inc. and affiliates.
+ * All rights reserved.
+ *
+ * This source code is licensed under the BSD-style license found in the
+ * LICENSE file in the root directory of this source tree.
+ */
+
+#pragma once
+
+#include <string>
+
+#include <ATen/ATen.h>
+#include <c10/core/ScalarType.h>
+#include <executorch/backends/vulkan/runtime/api/api.h>
+#include <executorch/runtime/core/exec_aten/exec_aten.h>
+
+/**
+ * Convert at::ScalarType to executorch::ScalarType
+ */
+executorch::aten::ScalarType at_scalartype_to_et_scalartype(
+    at::ScalarType dtype);
+
+/**
+ * Get the string name of a c10::ScalarType for better error messages
+ */
+std::string scalar_type_name(c10::ScalarType dtype);
+
+/**
+ * Convert c10::ScalarType to vkcompute::vkapi::ScalarType
+ */
+vkcompute::vkapi::ScalarType from_at_scalartype(c10::ScalarType at_scalartype);