func.return %0 : tensor<?xf32>
}

// -----

// CHECK-LABEL: testConv2D
func.func @testConv2D(tensor<256x32x32x3xf32>, tensor<16x3x3x3xf32>, tensor<16xf32>) -> tensor<256x32x32x16xf32> {
^bb0(%arg0: tensor<256x32x32x3xf32>, %arg1: tensor<16x3x3x3xf32>, %arg2: tensor<16xf32>):
  // CHECK: "tfl.conv_2d"(%arg0, %arg1, %arg2)

// CHECK-DAG:       %[[VAL_3:.*]] = "tfl.pseudo_const"() <{value = dense<1.000000e+00> : tensor<16x3x3x16xf32>}> : () -> tensor<16x3x3x16xf32>
// CHECK-DAG:       %[[VAL_4:.*]] = "tfl.pseudo_const"() <{value = dense<1.000000e+00> : tensor<16xf32>}> : () -> tensor<16xf32>

  // CHECK-NEXT: tf.Select
  %0 = "tf.Select"(%arg0, %arg1, %arg2) : (tensor<6x7xi1>, tensor<*xf16>, tensor<*xf16>) -> tensor<*xf16>
  func.return %0: tensor<*xf16>
}

// -----

// CHECK-LABEL: testSelectThenUnranked
func.func @testSelectThenUnranked(%arg0: tensor<3xi1>, %arg1: tensor<*xf16>, %arg2: tensor<3x2xf16>) -> tensor<*xf16> {

				// entirely outside of the image's bounds. For example, this can
				// occur with a 4:2:0 chroma subsampling and a 1x1 image. Baseline
				// decoding works on the one 16x16 MCU as a whole; progressive
				// decoding's first pass works on that 16x16 MCU as a whole but
				// refinement passes only process one 8x8 block within the MCU.
				continue
			}

			for j := 0; j < 8; j++ {
				for i := 0; i < 8; i++ {

				hi := d.comp[compIndex].h
				vi := d.comp[compIndex].v
				for j := 0; j < hi*vi; j++ {
					// The blocks are traversed one MCU at a time. For 4:2:0 chroma
					// subsampling, there are four Y 8x8 blocks in every 16x16 MCU.
					//
					// For a sequential 32x16 pixel image, the Y blocks visiting order is:
					//	0 1 4 5
					//	2 3 6 7
					//
					// For progressive images, the interleaved scans (those with nComp > 1)

	}{
		{
			name: "wildcard",
			cidr: "*",
			v4:   NetworkRange{IsWildcard: true},
			v6:   NetworkRange{IsWildcard: true},
		},
		{
			name: "v4 only",
			cidr: "10.0.0.0/8,172.16.0.0/16",
			v4:   NetworkRange{CIDRs: mkIPList("10.0.0.0/8", "172.16.0.0/16")},
		},
		{
			name: "v6 only",
			cidr: "fd04:3e42:4a4e:3381::/64,ffff:ffff:ac10:ac10::/64",

	}
	origPtr := uint(br.ReadBits(24))

	// If not every byte value is used in the block (i.e., it's text) then
	// the symbol set is reduced. The symbols used are stored as a
	// two-level, 16x16 bitmap.
	symbolRangeUsedBitmap := br.ReadBits(16)
	symbolPresent := make([]bool, 256)
	numSymbols := 0
	for symRange := uint(0); symRange < 16; symRange++ {
		if symbolRangeUsedBitmap&(1<<(15-symRange)) != 0 {

// -----

// CHECK-LABEL: func @tf2xla_fallback_op_approx_top_k
func.func @tf2xla_fallback_op_approx_top_k(%arg0: tensor<16xf32>) -> (tensor<?xf32>, tensor<?xi32>) {
  %0:2 = "tf_device.cluster"() ({
    // CHECK: tf.ApproxTopK
    // CHECK-NOT: _xla_outside_compilation
    %1:2 = "tf.ApproxTopK"(%arg0) {k = 2} : (tensor<16xf32>) -> (tensor<?xf32>, tensor<?xi32>)
    tf_device.return %1#0, %1#1 : tensor<?xf32>, tensor<?xi32>

				http.Redirect(w, r, u.String(), http.StatusTemporaryRedirect)
				return
			}
		}
		h.ServeHTTP(w, r)
	})
}

var redirectPrefixes = map[string]struct{}{
	"favicon-16x16.png": {},
	"favicon-32x32.png": {},
	"favicon-96x96.png": {},
	"index.html":        {},
	minioReservedBucket: {},
}

// Fetch redirect location if urlPath satisfies certain

//
// The last chunk is *always* 0-sized. So, we must only return io.EOF if we have encountered
// a chunk with a chunk size = 0. However, this chunk still has a signature and we must
// verify it.
const maxChunkSize = 16 << 20 // 16 MiB

// Read - implements `io.Reader`, which transparently decodes
// the incoming AWS Signature V4 streaming signature.
func (cr *s3ChunkedReader) Read(buf []byte) (n int, err error) {
	if cr.err != nil {