func.func @main(%arg0: tensor<!tf_type.resource> {tf.device = "/job:localhost/replica:0/task:0/device:CPU:0"}, %arg1: tensor<!tf_type.variant> {tf.device = "/job:localhost/replica:0/task:0/device:CPU:0"}, %arg2: tensor<!tf_type.resource> {tf.device = "/job:localhost/replica:0/task:0/device:CPU:0"}, %arg3: tensor<!tf_type.variant> {tf.device = "/job:localhost/replica:0/task:0/device:CPU:0"}, %arg4: tensor<!tf_type.resource<tensor<7x7x3x64xf32>>> {tf.device = "/job:localhost/repl...

}

def BatchFunctionOp : TensorflowMlrt_Op<"batch_function", [Pure]> {
  let summary = "Fallback ExecuteOp specialized for tf.BatchFunction.";

  let description = [{
    This kernel executes a variant tf.BatchFunction kernel that supports having
    the `f` attribute as a bytecode function.

    Example:
      %res = tf_mlrt.batch_function(%input, %captured_input)  {
          device = "/device:CPU:0",

        val adhocComponent = softwareComponentFactory.adhoc("myAdhocComponent")
        // add it to the list of components that this project declares
        components.add(adhocComponent)
        // and register a variant for publication
        adhocComponent.addVariantsFromConfiguration(outgoing) {
            mapToMavenScope("runtime")
        }
        // end::create_adhoc_component[]
    }

   * response code is 407 proxy unauthorized, this returns the "Proxy-Authenticate" challenges.
   * Otherwise this returns an empty list of challenges.
   *
   * If a challenge uses the `token68` variant instead of auth params, there is exactly one
   * auth param in the challenge at key null. Invalid headers and challenges are ignored.
   * No semantic validation is done, for example that `Basic` auth must have a `realm`

    %9 = "tf.opK"(%input_0, %input_4, %9) :
      (tensor<i32>, tensor<!tf_type.variant>, tensor<i1>) -> tensor<i32>
    tf_device.return %9 : tensor<i32>
  }) {device = "DEVICE_ALIAS_0"} : () -> tensor<i32>
  %l = "tf_device.launch"() ( {
    %10 = "tf.opL"(%input_1, %input_4, %9) :
      (tensor<f32>, tensor<!tf_type.variant>, tensor<i1>) -> tensor<f32>
    tf_device.return %10 : tensor<f32>

org.ow2.asm:asm:7.1
  Variant compile:
    | Attribute Name                 | Provided | Requested    |
    |--------------------------------|----------|--------------|
    | org.gradle.status              | release  |              |
    | org.gradle.category            | library  | library      |
    | org.gradle.libraryelements     | jar      | classes      |
    | org.gradle.usage               | java-api | java-api     |

     file or files, that is not Covered Software.

1.8. “License”

     means this document.

1.9. “Licensable”

     means having the right to grant, to the maximum extent possible, whether at the
     time of the initial grant or subsequently, any and all of the rights conveyed by
     this License.

1.10. “Modifications”

     means any of the following:

     separate file or files, that is not Covered Software.

1.8. "License"

     means this document.

1.9. "Licensable"

     means having the right to grant, to the maximum extent possible, whether
     at the time of the initial grant or subsequently, any and all of the
     rights conveyed by this License.

1.10. "Modifications"

     means any of the following:

    %0 = stablehlo.convert %arg0 : (tensor<1x3x3x4xi8>) -> tensor<1x3x3x4xf32>
    return %0 : tensor<1x3x3x4xf32>
  }
// CHECK: @uniform_dequantize_0
}

// -----

// Tests a variant where there is no stablehlo.convert op in between the
// filter constant and the convolution op.
//
// `filter (f32) -> convolution`
//
// instead of:
//
// `filter (i8) -> convert (i8 -> f32) -> convolution`

[!exec:icacls] skip
[!exec:powershell] skip

# Create $WORK\guest and give the Guests group full access.
# Files created within that directory will have different security attributes by default.
mkdir $WORK\guest
exec icacls $WORK\guest /grant '*S-1-5-32-546:(oi)(ci)f'

env TMP=$WORK\guest
env TEMP=$WORK\guest

# Build a binary using the guest directory as an intermediate
cd TestACL
go build -o main.exe main.go