padding='SAME',
            data_format='NHWC',
        )
        if has_bias:
          out = nn_ops.bias_add(out, self.bias)
        if has_batch_norm:
          # Fusing is supported for non-training case.
          out, _, _, _, _, _ = nn_ops.fused_batch_norm_v3(
              out, scale, offset, mean, variance, is_training=False
          )
        if activation_fn is not None:

        $filter_width, $filter_height, ActFnAttr),
    [(HasOneUse $pool_out)]>;
}

// TODO(hinsu): Also fuse ops corresponding to SIGN_BIT fused
// activation functions.
// Currently we're not fusing tanh, sigmoid, hard_swish and other activations
// those cannot be simply translated into clamping.
foreach actFnPair = [[TFL_ReluOp, TFL_AF_Relu],
                     [TFL_Relu6Op, TFL_AF_Relu6],

  - Variant 'api' declares a component, as well as attribute 'custom' with value 'c1':
      - Incompatible because this component declares a component for use during compile-time and the consumer needed a component for use during runtime
  - Variant 'runtime' declares a component for use during runtime:

Build configuration inputs include:

- Init scripts
- Settings scripts
- Build scripts
- System properties used during the configuration phase
- Gradle properties used during the configuration phase
- Environment variables used during the configuration phase
- Configuration files accessed using value suppliers such as providers
- `buildSrc` and plugin included build inputs, including build configuration inputs and source files.

// override GetNumElements method.
template <typename OpT>
struct ConvertTensorListInitOp : public TensorListOpConverterBase<OpT> {
  using TensorListOpConverterBase<OpT>::TensorListOpConverterBase;
  using TensorListOpConverterBase<OpT>::allow_tensorlist_pass_through_;
  using TensorListOpConverterBase<OpT>::default_to_single_batch_;

  // Create and return a 1-d tensor with exactly one element equal to the number

Renaming files in Gradle can be done using the `CopySpec` API, which provides methods for renaming files as they are copied.

[[sec:renaming_files_example]]
=== Using `Copy.rename()`

If the files used and generated by your builds sometimes don't have names that suit, you can rename those files as you copy them.
Gradle allows you to do this as part of a copy specification using the `rename()` configuration.

	// is allocating very rapidly we might end up in a situation
	// where we're allocating black during a nearly always-on GC.
	// The result of this is a growing heap and ultimately an
	// increase in RSS. By capping us at a point >0, we're essentially
	// saying that we're OK using more CPU during the GC to prevent
	// this growth in RSS.

	// Each bucket (including its overflow buckets, if any) will have either all or none of its
	// entries in the evacuated* states (except during the evacuate() method, which only happens
	// during map writes and thus no one else can observe the map during that time).
	emptyRest      = 0 // this cell is empty, and there are no more non-empty cells at higher indexes or overflows.
	emptyOne       = 1 // this cell is empty

 *     normally {@code Object} unless it is constrained by using a method like {@code
 *     #removalListener}. Cache keys may not be null.
 * @param <V> the most general value type this builder will be able to create caches for. This is
 *     normally {@code Object} unless it is constrained by using a method like {@code
 *     #removalListener}. Cache values may not be null.
 * @author Charles Fry

        property.getOrElse(null) == someValue()
    }

    def "can set value using chaining method"() {
        given:
        def property = propertyWithNoValue()
        property.value(someValue())

        expect:
        property.get() == someValue()
    }

    def "can set value using provider"() {
        def provider = supplierWithValues(someValue(), someOtherValue(), someValue())