"comma separated list of allowlisted functions to be quantized. Only used in tests">,
      Option<"quantize_signed_", "quantize-signed", "bool", "false",
             "signed inference type. Only used in tests">,
      Option<"activation_number_of_bits_", "activation-number-of-bits", "int", "8",
             "number of bits for inference type. Only used in tests">,

Chuan He <******@****.***> 1684524506 -0700

// Adds generated pass default constructors or options definitions.
#define GEN_PASS_DECL
// Adds generated pass registration functions.
#define GEN_PASS_REGISTRATION
#include "tensorflow/compiler/mlir/quantization/stablehlo/passes/testing/passes.h.inc"

}  // namespace mlir::quant::stablehlo::testing

#define GEN_PASS_DECL_CONVERTTFQUANTOPSTOMHLO
#define GEN_PASS_DECL_CONVERTTFQUANTTYPES
#define GEN_PASS_DECL_VERIFYQUANTLEGALIZATION
#define GEN_PASS_DECL_OPTIMIZEINTGRAPH
#include "tensorflow/compiler/mlir/quantization/stablehlo/passes/bridge/passes.h.inc"
}  // namespace mlir::quant::stablehlo

package jwt

// This file is a re-implementation of the original code here with some
// additional allocation tweaks reproduced using GODEBUG=allocfreetrace=1
// original file https://github.com/golang-jwt/jwt/blob/main/parser.go
// borrowed under MIT License https://github.com/golang-jwt/jwt/blob/main/LICENSE

import (
	"bytes"
	"crypto"
	"crypto/hmac"
	"encoding/base64"
	"errors"
	"fmt"
	"hash"
	"sync"
	"time"

Louis Jacomet <******@****.***> 1711728981 +0100

See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/

// Declare bridge passes that perform legalization and/or lowering.

include "mlir/Pass/PassBase.td"

def ConvertTFQuantOpsToMHLO : Pass<"quant-convert-tf-quant-ops-to-mhlo", "mlir::func::FuncOp"> {

==============================================================================*/

// Passes only used for testing purposes.

include "mlir/Pass/PassBase.td"

def TestPreCalibrationComponentPass : Pass<"stablehlo-test-pre-calibration-component", "mlir::ModuleOp"> {
  let summary = "Test-only pass to test the PreCalibrationComponent.";
  let description = [{
    Runs the pre calibration passes for post-training quantization with default
    configuration.
  }];

#include "mlir/IR/BuiltinOps.h"  // from @llvm-project
#include "mlir/Pass/Pass.h"  // from @llvm-project

namespace mlir {
namespace TF {

// Legalize the tf ops to the quant ops, so the quantization passes can work.
std::unique_ptr<OperationPass<func::FuncOp>> CreateLegalizeTFToQuantPass();

// Fallbacks ops that are not supported by TF Quantization to TFLite Flex ops.

Alexander Belyaev <******@****.***> 1659120781 -0700