let constructor = "TF::CreateBatchMatMulToEinsumPass()";
}

def CanonicalizeCompileAndReplicateAttributesPass : Pass<"tf-canonicalize-compile-and-replicate-attributes", "mlir::func::FuncOp"> {
  let summary = "Canonicalize compilation and replication attributes.";

  let description = [{
    A pass that converts existing compilation and replication attributes into

(OrB ((Less|Leq)8U  (Const8  [c]) x) (Leq8U  x (Const8  [d]))) && uint8(c)  >= uint8(d+1)  && uint8(d+1)  > uint8(d)  => ((Less|Leq)8U  (Const8  <x.Type> [c-d-1]) (Sub8  <x.Type> x (Const8  <x.Type> [d+1])))

// Canonicalize x-const to x+(-const)
(Sub64 x (Const64 <t> [c])) && x.Op != OpConst64 => (Add64 (Const64 <t> [-c]) x)
(Sub32 x (Const32 <t> [c])) && x.Op != OpConst32 => (Add32 (Const32 <t> [-c]) x)

	return nil
}
func (t *testRESTStrategy) WarningsOnUpdate(ctx context.Context, obj, old runtime.Object) []string {
	return nil
}
func (t *testRESTStrategy) Canonicalize(obj runtime.Object) {}

func NewTestGenericStoreRegistry(t *testing.T) (factory.DestroyFunc, *Store) {
	return newTestGenericStoreRegistry(t, scheme, false)
}

(RORW x (MOVDconst [c])) => (RORWconst x [c&31])

(ADDSflags x (MOVDconst [c]))  => (ADDSconstflags [c] x)

(ADDconst [c] y) && c < 0 => (SUBconst [-c] y)

// Canonicalize the order of arguments to comparisons - helps with CSE.
((CMP|CMPW) x y) && canonLessThan(x,y) => (InvertFlags ((CMP|CMPW) y x))

// mul-neg => mneg
(NEG  (MUL  x y)) => (MNEG  x y)

	// We must not use the http.Header().Set method here because some (broken)
	// clients expect the x-amz-copy-source-version-id header key to be literally
	// "x-amz-copy-source-version-id"- not in canonicalized form, preserve it.
	if srcOpts.VersionID != "" {
		w.Header()[strings.ToLower(xhttp.AmzCopySourceVersionID)] = []string{srcOpts.VersionID}
	}

	// Write success response.

	var n *routingNode
	host := r.URL.Host
	escapedPath := r.URL.EscapedPath()
	path := escapedPath
	// CONNECT requests are not canonicalized.
	if r.Method == "CONNECT" {
		// If r.URL.Path is /tree and its handler is not registered,
		// the /tree -> /tree/ redirect applies to CONNECT requests
		// but the path canonicalization does not.

	// Otherwise it is the usual import path.
	// For vendored imports, it is the expanded form.
	//
	// Note that when modules are enabled, local import paths are normally
	// canonicalized by modload.LoadPackages before now. However, if there's an
	// error resolving a local path, it will be returned untransformed
	// so that 'go list -e' reports something useful.
	importKey := importSpec{

      Block* body = getBody(1);
      return getResults().empty() ? OpBuilder::atBlockTerminator(body, listener)
                               : OpBuilder::atBlockEnd(body, listener);
    }
  }];

  // Canonicalizer wasn't defined for this one. In practise, we legalize the
  // tf.IfOp to scf.If op first and then legalize it to tfl.if to reduce
  // code redundancy.
}

def TFL_WhileOp : Op<TFL_Dialect, "while", [