// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

// This file contains CRC32 algorithms that are not specific to any architecture
// and don't use hardware acceleration.
//
// The simple (and slow) CRC32 implementation only uses a 256*4 bytes table.
//
// The slicing-by-8 algorithm is a faster implementation that uses a bigger
// table (8*256*4 bytes).

package crc32

// exported as a TF SavedModel.
void AddCallModuleSerializationPasses(OpPassManager& pm);

// Passes for unpacking quantized ops to int valued StableHLO ops. This is
// useful when uniform quantized types are suboptimal for the hardware. It goes
// through a StableHLO <-> MHLO roundtrip to utilize the MHLOQuantToInt pass.
void AddStablehloQuantToIntPasses(OpPassManager& pm);

// Processes tensors with NCHW format (== (batch, channel, height, weight)) by

// can be used for increased type safety within applications.
type PrivateKey any

// Signer is an interface for an opaque private key that can be used for
// signing operations. For example, an RSA key kept in a hardware module.
type Signer interface {
	// Public returns the public key corresponding to the opaque,
	// private key.
	Public() PublicKey

	// Sign signs digest with the private key, possibly using entropy from

The actual name is semantically irrelevant but should be used to document
the argument's name.
It is worth stressing that <code>FP</code> is always a
pseudo-register, not a hardware
register, even on architectures with a hardware frame pointer.
</p>

<p>
For assembly functions with Go prototypes, <code>go</code> <code>vet</code> will check that the argument names
and offsets match.

    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "FacwMD9MPUew"
      },
      "source": [
        "StableHLO Quantizer is a quantization API to enable ML framework optionality and hardware retargetability."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "RXZUHZQoQZOo"
      },
      "outputs": [],
      "source": [

//
//     When AES hardware is available, AES-128-GCM and AES-256-GCM are faster
//     than ChaCha20Poly1305.
//
//     When AES hardware is not available, AES-128-GCM is one or more of: much
//     slower, way more complex, and less safe (because not constant time)
//     than ChaCha20Poly1305.
//
//     We use this list if we think both peers have AES hardware, and

        // The hardware is big-endian, so we need to reverse the order of the bytes.
        return Long.reverseBytes(bigEndian);
      }

      @Override
      public void putLongLittleEndian(byte[] array, int offset, long value) {
        // Reverse the order of the bytes before storing, since we're on big-endian hardware.
        long littleEndianValue = Long.reverseBytes(value);

type NamedResourcesResources struct {
	// The list of all individual resources instances currently available.
	Instances []NamedResourcesInstance
}

// NamedResourcesInstance represents one individual hardware instance that can be selected based
// on its attributes.
type NamedResourcesInstance struct {
	// Name is unique identifier among all resource instances managed by
	// the driver on the node. It must be a DNS subdomain.

// at a 256 MB offset from a nil pointer might not
// cause a memory access fault. This test checks
// that Go is doing the correct explicit checks to catch
// these nil pointer accesses, not just relying on the hardware.
var dummy [256 << 20]byte // give us a big address space

func main() {
	// the test only tests what we intend to test
	// if dummy starts in the first 256 MB of memory.
	// otherwise there might not be anything mapped

// at a 1G + 256 MB offset from a nil pointer might not
// cause a memory access fault. This test checks
// that Go is doing the correct explicit checks to catch
// these nil pointer accesses, not just relying on the hardware.
// The reason of the 1G offset is because AIX addresses start after 1G.
var dummy [256 << 20]byte // give us a big address space

func main() {
	// the test only tests what we intend to test