limitations under the License.
==============================================================================*/

// This transformation pass decomposes dense operations that assume
// support for hybrid quantization. These cases cover when a dense operation
// (e.g. matmul) has both quantized and unquantized inputs by dequantizing
// the quantized inputs, performing the operation in the expressed type, then

limitations under the License.
==============================================================================*/

#ifndef TENSORFLOW_COMPILER_MLIR_TF2XLA_TRANSFORMS_UTILS_H_
#define TENSORFLOW_COMPILER_MLIR_TF2XLA_TRANSFORMS_UTILS_H_

#include "llvm/ADT/ArrayRef.h"
#include "mlir/IR/Builders.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributes.h"  // from @llvm-project

limitations under the License.
==============================================================================*/

#ifndef TENSORFLOW_COMPILER_MLIR_LITE_STABLEHLO_TRANSFORMS_COMPOSITE_AVG_POOL_H_
#define TENSORFLOW_COMPILER_MLIR_LITE_STABLEHLO_TRANSFORMS_COMPOSITE_AVG_POOL_H_

#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/Builders.h"  // from @llvm-project

  emitSourceFileHeader("Generated Ops Quant Spec Getters", os);

  // Retrieve all the definitions derived from Op definition and sort by record
  // name.
  std::vector<Record *> defs = records.getAllDerivedDefinitions("Op");
  llvm::sort(defs, LessRecord());

  OUT(0) << "static std::unique_ptr<quant::OpQuantSpec> "
            "GetOpQuantSpec(mlir::Operation *op, bool "
            "disable_per_channel_for_dense_layers = false) {\n";

```kotlin
    dependencies {
       // define a BOM and its version
       implementation(platform("com.squareup.okhttp3:okhttp-bom:4.12.0"))

       // define any required OkHttp artifacts without version
       implementation("com.squareup.okhttp3:okhttp")
       implementation("com.squareup.okhttp3:logging-interceptor")

		lines(
			"#ifdef A",
			"#ifdef B",
			"#define C 1234",
			"#else",
			"#define C 5678",
			"#endif",
			"#endif",
			"C",
		),
		"C.\n",
	},
	{
		"nested #define",
		lines(
			"#define A #define B THIS",
			"A",
			"B",
		),
		"THIS.\n",
	},
	{
		"nested #define with args",
		lines(
			"#define A #define B(x) x",
			"A",
			"B(THIS)",
		),

// license that can be found in the LICENSE file.

// Define features that are guaranteed to be supported by setting the AMD64 variable.
// If a feature is supported, there's no need to check it at runtime every time.

#ifdef GOAMD64_v2
#define hasPOPCNT
#define hasSSE42
#endif

#ifdef GOAMD64_v3
#define hasAVX
#define hasAVX2
#define hasPOPCNT
#define hasSSE42
#endif

#ifdef GOAMD64_v4
#define hasAVX

        all {
            cCompiler.define "SOMETHING1=0"
            cCompiler.define "SOMETHING2=0"
            cCompiler.define "SOMETHING3=0"
            cCompiler.define "SOMETHING4=0"
            cCompiler.define "SOMETHING5=0"
            cCompiler.define "SOMETHING6=0"
            cCompiler.define "SOMETHING7=0"

            cppCompiler.define "SOMETHING1=0"
            cppCompiler.define "SOMETHING2=0"

!define Rel_D(e_from,e_to, e_label) Rel_(e_from,e_to, e_label, "-DOWN->")
!define Rel_D(e_from,e_to, e_label, e_techn) Rel_(e_from,e_to, e_label, e_techn, "-DOWN->")
!define Rel_Down(e_from,e_to, e_label) Rel_D(e_from,e_to, e_label)
!define Rel_Down(e_from,e_to, e_label, e_techn) Rel_D(e_from,e_to, e_label, e_techn)

!define Rel_U(e_from,e_to, e_label) Rel_(e_from,e_to, e_label, "-UP->")

    String compilerArgs(String arg) {
        "rcCompiler.args '${arg}'"
    }

    @Override
    String compilerDefine(String define) {
        "rcCompiler.define '${define}'"
    }

    @Override
    String compilerDefine(String define, String value) {
        "rcCompiler.define '${define}', '${value}'"
    }

    @Override
    SourceFile getMainSource() {
        return sourceFile("cpp", "main.cpp", """