"""
    in_placeholder = array_ops.placeholder(dtypes.float32, shape=input_shape)

    filters = random_ops.random_uniform(
        shape=filter_shape, minval=-1.0, maxval=1.0
    )
    if use_variable_for_filter:
      filters = variables.Variable(filters)

    output_tensor = nn_ops.conv2d(
        in_placeholder,
        filters,
        strides=[1, 1, 2, 1],

  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`).
  }];

  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=[

  Output shape =
      ops::RandomUniformInt(root.WithOpName("shape"), shape_shape,
                            ops::Const(root.WithOpName("minval"), 1),
                            ops::Const(root.WithOpName("maxval"), 20));
  Output reshape_input =
      ops::Placeholder(root.WithOpName("reshape_input"), DT_FLOAT,
                       ops::Placeholder::Shape(TensorShape({500, 500})));

  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`).
  }];

// Copyright 2024 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

// This file is tested when running "go test -run Manual"
// without source arguments. Use for one-off debugging.

# The minimal profile will install just the core control plane
apiVersion: install.istio.io/v1alpha1
kind: IstioOperator
spec:
  components:
    ingressGateways:
    - name: istio-ingressgateway

// Copyright 2024 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

// This file is tested when running "go test -run Manual"
// without source arguments. Use for one-off debugging.

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;