}

var ssaRewriteFileSubstring = filepath.FromSlash("src/cmd/compile/internal/ssa/rewrite")

// isUnneededSSARewriteFile reports whether srcFile is a
// src/cmd/compile/internal/ssa/rewriteARCHNAME.go file for an
// architecture that isn't for the given GOARCH.
//
// When unneeded is true archCaps is the rewrite base filename without
// the "rewrite" prefix or ".go" suffix: AMD64, 386, ARM, ARM64, etc.

def EmbeddingPipeliningPass : Pass<"tf-embedding-pipelining", "mlir::ModuleOp"> {
  let summary = "Rewrite graph for embedding pipelining";
  let constructor = "TFDevice::CreateEmbeddingPipeliningPass()";
    let description = [{
    For architectures that support accelerated embedding lookups, this pass will
    rewrite the graph to use pipelining for better device utilization.
  }];
}

    return IsTransposeOpWithPermuation(lhs.getDefiningOp(),
                                       kNhwcToNchwPermutation);
  }

  void rewrite(AddOp op, PatternRewriter& rewriter) const override {
    DeferRhsTransposeForBinaryOp(op, rewriter);
  }
};

// Rewrites the `reduce_window(transpose(%activation), %init_value)` patterns to
// `transpose(reduce_window(%activation), %init_value)`, deferring the transpose

    for (Operation* candidate_op : *candidate_ops) {
      // If it is requantize op, we shouldn't rewrite this op.
      if (isa<QuantizeOpT, DequantizeOpT>(candidate_op)) {
        return failure();
      }

      // If the op is terminator, we shouldn't rewrite.
      if (candidate_op->hasTrait<OpTrait::IsTerminator>()) {
        return failure();
      }

                                         PatternRewriter& rewriter) {
  OpBuilder::InsertionGuard insertion_guard(rewriter);

  // Create a new `CallOp` that calls `callee_func_op`.
  rewriter.setInsertionPoint(xla_call_module_op);
  auto call_op =
      rewriter.create<func::CallOp>(xla_call_module_op.getLoc(), callee_func_op,

import java.util.Arrays;

import org.apache.logging.log4j.Level;
import org.apache.logging.log4j.core.Core;
import org.apache.logging.log4j.core.LogEvent;
import org.apache.logging.log4j.core.appender.rewrite.RewritePolicy;
import org.apache.logging.log4j.core.config.plugins.Plugin;
import org.apache.logging.log4j.core.config.plugins.PluginAttribute;
import org.apache.logging.log4j.core.config.plugins.PluginFactory;

// a Value can be rewritten which make it impossible to correctly rewrite sibling Value users. To workaround this
// case, candidates for CC opcodes are converted in two steps:
//   1. Convert all (x (Op ...) ...) into (x (Select0 (OpCC ...) ...). See convertPPC64OpToOpCC for more
//      detail on how and why this is done there.
//   2. Rewrite (CMPconst [0] (Select0 (OpCC ...))) into (Select1 (OpCC...))

	start, _, err := madmClnt.Heal(context.Background(), "healing-rewrite-bucket", "", opts, "", false, false)
	if err != nil {
		log.Fatalln(err)
	}
	fmt.Println("Healstart sequence ===")
	enc := json.NewEncoder(os.Stdout)
	if err = enc.Encode(&start); err != nil {
		log.Fatalln(err)
	}

	fmt.Println()
	for {
		_, status, err := madmClnt.Heal(context.Background(), "healing-rewrite-bucket", "", opts, start.ClientToken, false, false)

};

// Quantization rewrite pattern using DQ as the root op.
struct StableHloQuantization
    : public StableHloQuantizationBase<StableHloQuantization> {
  explicit StableHloQuantization(MLIRContext* ctx)
      : StableHloQuantizationBase<StableHloQuantization>(ctx) {}
};

// Quantization rewrite pattern using Q as the root op. This is for the

apiVersion: release-notes/v2
kind: feature
area: traffic-management
releaseNotes:
  - |