return matchAndRewriteImplWithDynamicUpdateSlice(op, adaptor, rewriter);
    } else {
      return matchAndRewriteImplWithSliceAndConcat(op, adaptor, rewriter);
    }
  }

  // This function rewrites the original op into a series of slice and concat op
  // to produce the same result. It first slices the first `$index` rows. Then
  // expands the dimension of the `$item`, followed by another slice of the

// Bitcast op patterns.
//===----------------------------------------------------------------------===//

// Parameter attributes are part of function attributes, which is not affected
// by pattern rewrites. Therefore we do not need to explicilty copy attributes
// over.
def BitcastSameType : Pat<
  (TF_BitcastOp:$res $arg),
  (replaceWithValue $arg),
  [(SingleResultAndOperandHaveSameElementType $res, $arg)]>;

		rhs := ir.NewIndexExpr(base.Pos, vstate, i)
		rhs.SetBounded(true)

		kidx := ir.NewIndexExpr(base.Pos, vstatk, i)
		kidx.SetBounded(true)

		// typechecker rewrites OINDEX to OINDEXMAP
		lhs := typecheck.AssignExpr(ir.NewIndexExpr(base.Pos, m, kidx)).(*ir.IndexExpr)
		base.AssertfAt(lhs.Op() == ir.OINDEXMAP, lhs.Pos(), "want OINDEXMAP, have %+v", lhs)
		lhs.RType = n.RType

// some generic types that are legal in MHLO. This pass legalizes TF types into
// types that are legal in MHLO. For example, TF::Qint8Type is converted to i8.
// Rewrites here should run before TF to MHLO op legalizations are run.

#include <memory>
#include <string>
#include <utility>

#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallVector.h"

package syscall

import (
	"internal/bytealg"
	"runtime"
	"sync"
	"unicode/utf16"
	"unsafe"
)

// ForkLock is not used on Windows.
var ForkLock sync.RWMutex

// EscapeArg rewrites command line argument s as prescribed
// in https://msdn.microsoft.com/en-us/library/ms880421.
// This function returns "" (2 double quotes) if s is empty.
// Alternatively, these transformations are done:

//
//go:linkname add
//go:nosplit
func add(p unsafe.Pointer, x uintptr) unsafe.Pointer {
	return unsafe.Pointer(uintptr(p) + x)
}

// getg returns the pointer to the current g.
// The compiler rewrites calls to this function into instructions
// that fetch the g directly (from TLS or from the dedicated register).
func getg() *g

// mcall switches from the g to the g0 stack and invokes fn(g),

}

// exportedMetric identifies a metric that is exported and defines how it is rewritten before
// it is exported.
type exportedMetric struct {
	rewriters []rewriteFunc
}

// rewriteFunc rewrites metrics before they are exported.
type rewriteFunc func(mf *dto.MetricFamily) (*dto.MetricFamily, error)

func (m *monitorGatherer) Gather() ([]*dto.MetricFamily, error) {
	etcdMetrics, err := scrapeMetrics()

// Returns pass that prepares TPU computation to be legal for export to
// TensorFlow.
std::unique_ptr<OperationPass<ModuleOp>>
CreatePrepareTpuComputationForTfExportPass();

// Rewrites ops that require quantized inputs or outputs to ops that allow
// non-quantized inputs and outputs.
std::unique_ptr<OperationPass<func::FuncOp>> CreateLowerQuantizedPass();

)

// deadcode indicates whether rewrite should try to remove any values that become dead.
func applyRewrite(f *Func, rb blockRewriter, rv valueRewriter, deadcode deadValueChoice) {
	// repeat rewrites until we find no more rewrites
	pendingLines := f.cachedLineStarts // Holds statement boundaries that need to be moved to a new value/block
	pendingLines.clear()
	debug := f.pass.debug
	if debug > 1 {

 private:
  explicit UniformDequantizeFunctionCallPattern(func::CallOp call_op)
      : call_op_(call_op) {}

  func::CallOp call_op_;
};

// Matches the pattern for quantized convolution op and rewrites it to use
// uniform quantized types.
//
// Currently assumes asymmetric per-tensor quantization for activations and
// symmetric per-channel quantization for filters.
//