Used to test where the quantizer has to handle multiple signatures.
  """

  def __init__(self):
    self.matmul_filters = random_ops.random_uniform(
        shape=(4, 3), minval=-1.0, maxval=1.0
    )
    self.conv_filters = np.random.uniform(
        low=-10, high=10, size=(2, 3, 3, 2)
    ).astype('f4')

  @def_function.function(
      input_signature=[

  let description = [{
The generated values are uniform integers in the range `[minval, maxval)`.
The lower bound `minval` is included in the range, while the upper bound
`maxval` is excluded.

The random integers are slightly biased unless `maxval - minval` is an exact
power of two.  The bias is small for values of `maxval - minval` significantly
smaller than the range of the output (either `2^32` or `2^64`).
  }];

Anuraag Agrawal <******@****.***> 1717647866 +0000

		padding-top: 0;
		padding-bottom: 0;
	}
}

@media screen and (min-width: 84.375rem) {
	.ui-logos .ui-logo {
		box-shadow: 0 6px 15px 1px rgba(0, 0, 0, 0.56);
	}
}

/* User Manual Home */
.technology-logos,
.ui-logos {
	display: flex;
	flex-direction: row;
	flex-wrap: wrap;
	justify-content: space-around;
}

.technology-logo,
.ui-logo {
	flex: 0 1 auto;

			bigVal = bigVal.Lsh(bigVal, bitsPerByte).Or(bigVal, big.NewInt(int64(curVal)))
			if valEnd {
				if start == 0 {
					b.WriteString("2.")
					bigVal = bigVal.Sub(bigVal, big.NewInt(80))
				}
				numBuf = bigVal.Append(numBuf, 10)
				b.Write(numBuf)
				numBuf = numBuf[:0]
				val = 0
				start = i + 1
				overflow = false
			}
			continue
		}
		val <<= bitsPerByte
		val |= uint64(curVal)

func (p *Process) release() error {
	// Drop the Process' reference and mark handle unusable for
	// future calls.
	//
	// The API on Windows expects EINVAL if Release is called multiple
	// times.
	if old := p.handlePersistentRelease(statusReleased); old == statusReleased {
		return syscall.EINVAL
	}

	// no need for a finalizer anymore
	runtime.SetFinalizer(p, nil)
	return nil
}

func (p *Process) closeHandle() {

func Stat(path string, st *Stat_t) error {
	if path == "" {
		return EINVAL
	}
	dirFd, pathPtr, pathLen := preparePath(path)
	errno := path_filestat_get(dirFd, LOOKUP_SYMLINK_FOLLOW, pathPtr, pathLen, unsafe.Pointer(st))
	setDefaultMode(st)
	return errnoErr(errno)
}

func Lstat(path string, st *Stat_t) error {
	if path == "" {
		return EINVAL
	}
	dirFd, pathPtr, pathLen := preparePath(path)

	}
	if err := p.Release(); err != nil {
		t.Fatalf("first Release: got err %v, want nil", err)
	}

	err = p.Release()

	// We want EINVAL from a second Release call only on Windows.
	var want error
	if runtime.GOOS == "windows" {
		want = syscall.EINVAL
	}

	if err != want {
		t.Fatalf("second Release: got err %v, want %v", err, want)
	}

}

func Utimes(path string, tv []Timeval) (err error) {
	if len(tv) != 2 {
		return EINVAL
	}
	return utimes(path, (*[2]Timeval)(unsafe.Pointer(&tv[0])))
}

//sys	utimensat(dirfd int, path string, times *[2]Timespec, flag int) (err error)

func UtimesNano(path string, ts []Timespec) (err error) {
	if len(ts) != 2 {
		return EINVAL
	}
	return utimensat(_AT_FDCWD, path, (*[2]Timespec)(unsafe.Pointer(&ts[0])), 0)
}

func testFiles(t *testing.T, filenames []string, srcs [][]byte, colDelta uint, manual bool, opts ...func(*Config)) {
	enableAlias := true
	opts = append(opts, func(conf *Config) { conf.EnableAlias = enableAlias })
	testFilesImpl(t, filenames, srcs, colDelta, manual, opts...)
	if !manual {
		enableAlias = false
		testFilesImpl(t, filenames, srcs, colDelta, manual, opts...)
	}
}