acceptConfirmation := hs.suite.expandLabel(
			hs.suite.extract(hs.echContext.innerHello.random, nil),
			"ech accept confirmation",
			confTranscript.Sum(nil),
			8,
		)
		if subtle.ConstantTimeCompare(acceptConfirmation, hs.serverHello.random[len(hs.serverHello.random)-8:]) == 1 {
			hs.hello = hs.echContext.innerHello
			c.serverName = c.config.ServerName

				tracer.matches = append(tracer.matches, ruleObj.Rule)
				tracer.outputs = append(tracer.outputs, destEndpoint)
				return true

			case endpointVMAPRegexp.MatchString(rule):
				// `^numgen random mod \d+ vmap \{(.*)\}$`
				// Selects a random endpoint and jumps to it. For tracePacket's
				// purposes, we jump to *all* of the endpoints.
				match := endpointVMAPRegexp.FindStringSubmatch(rule)
				elements := match[1]

        self.filters_0 = np.random.uniform(
            low=-1.0, high=1.0, size=(4, 3)
        ).astype('f4')
        self.bias_0 = np.random.uniform(low=-1.0, high=1.0, size=(3,)).astype(
            'f4'
        )

        self.filters_1 = np.random.uniform(
            low=-1.0, high=1.0, size=(4, 3)
        ).astype('f4')
        self.bias_1 = np.random.uniform(low=-1.0, high=1.0, size=(3,)).astype(

// license that can be found in the LICENSE file.

package rand

import (
	"errors"
	"internal/byteorder"
	"math/bits"
)

// https://numpy.org/devdocs/reference/random/upgrading-pcg64.html
// https://github.com/imneme/pcg-cpp/commit/871d0494ee9c9a7b7c43f753e3d8ca47c26f8005

// A PCG is a PCG generator with 128 bits of internal state.
// A zero PCG is equivalent to NewPCG(0, 0).

#!/bin/bash -e

set -E
set -o pipefail
set -x

WORK_DIR="$PWD/.verify-$RANDOM"
MINIO_CONFIG_DIR="$WORK_DIR/.minio"
MINIO_OLD=("$PWD/minio.RELEASE.2020-10-28T08-16-50Z" --config-dir "$MINIO_CONFIG_DIR" server)
MINIO=("$PWD/minio" --config-dir "$MINIO_CONFIG_DIR" server)

if [ ! -x "$PWD/minio" ]; then
	echo "minio executable binary not found in current directory"
	exit 1
fi

function download_old_release() {

  }

  private static void runLeastOfComparison(int iterations, int elements, int seeds) {
    Random random = new Random(42);
    Ordering<Integer> ordering = Ordering.natural();

    for (int i = 0; i < iterations; i++) {
      List<Integer> list = Lists.newArrayList();
      for (int j = 0; j < elements; j++) {
        list.add(random.nextInt(10 * i + j + 1));
      }

      for (int seed = 1; seed < seeds; seed++) {

import "internal/syscall/unix"

func init() {
	// arc4random_buf is the recommended application CSPRNG, accepts buffers of
	// any size, and never returns an error.
	//
	// "The subsystem is re-seeded from the kernel random number subsystem on a
	// regular basis, and also upon fork(2)." - arc4random(3)
	//
	// Note that despite its legacy name, it uses a secure CSPRNG (not RC4) in
	// all supported macOS versions.

// is used.  Requesting more than 64 or 32 bytes of output, respectively, does
// not increase the collision-resistance of the SHAKE functions.
//
// # The sponge construction
//
// A sponge builds a pseudo-random function from a public pseudo-random
// permutation, by applying the permutation to a state of "rate + capacity"
// bytes, but hiding "capacity" of the bytes.
//
// A sponge starts out with a zero state. To hash an input using a sponge, up

		c.sendAlert(alertIllegalParameter)
		return errors.New("tls: TLS 1.3 client supports illegal compression methods")
	}

	hs.hello.random = make([]byte, 32)
	if _, err := io.ReadFull(c.config.rand(), hs.hello.random); err != nil {
		c.sendAlert(alertInternalError)
		return err
	}

	if len(hs.clientHello.secureRenegotiation) != 0 {
		c.sendAlert(alertHandshakeFailure)

			hs.finishedHash.Sum())
	} else {
		hs.masterSecret = masterFromPreMasterSecret(c.vers, hs.suite, preMasterSecret,
			hs.clientHello.random, hs.hello.random)
	}
	if err := c.config.writeKeyLog(keyLogLabelTLS12, hs.clientHello.random, hs.masterSecret); err != nil {
		c.sendAlert(alertInternalError)
		return err
	}

	// If we received a client cert in response to our certificate request message,