// WholeModel-DAG: "tf.DumpTensor"(%[[output1]]) <{enabled = true, file_name = "unquantized_tensor_data.pb", func_name = "conv", log_dir_path = "/tmp/dumps/composite_conv2d_with_bias_and_relu6_fn_1", node_name = "Conv2D_1"}> : (tensor<*xf32>) -> ()
// WholeModel-DAG: return %[[output0]], %[[output1]]

// IntPerLayer-LABEL: func @conv
// IntPerLayer-DAG: %[[w:.*]] = "tf.Const"() <{value = dense<{{\[\[\[\[}}1.600000e-01, 1.000000e-01

Paul Merlin <******@****.***> 1690890212 +0200

# RUN: not tf-mlir-translate -graphdef-to-mlir -tf-enable-shape-inference-on-import=false %s -tf-input-arrays=input -tf-input-data-types=DT_FLOAT -tf-input-shapes='' -tf-output-arrays=NotANodeInTheGraph -o - 2>&1 | FileCheck %s

# CHECK: Output NotANodeInTheGraph was not found in graph

node {
  name: "input"
  op: "Placeholder"
  device: "/device:CPU:0"
  attr {
    key: "dtype"
    value {
      type: DT_FLOAT
    }
  }
  attr {

    value {
      s: "cluster"
    }
  }
}
node {
  name: "output0"
  op: "TPUReplicatedOutput"
  input: "Identity"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "num_replicas"
    value {
      i: 1
    }
  }
}
node {
  name: "output1"
  op: "TPUReplicatedOutput"
  input: "Identity_1"
  attr {
    key: "T"

  input: "z:1"
  input: "z:2"
  attr {
    key: "T"
    value {
      type: DT_FLOAT
    }
  }
}
versions {
  producer: 230
}

# Test non zero index output tensors as feeds. Original ops where their outputs
# are replaced with feeds are preserved and args and rets are lifted to the
# function. Rets that happen to coincide with a feed should have its value be
# of the feed.
#

// RUN: tf-mlir-translate -mlir-to-graphdef %s -o - | FileCheck %s

func.func @main(%arg0: tensor<10xi32>) -> tensor<10xi32>
attributes {tf.entry_function = {inputs = "input0", outputs = "output0"}} {
  %graph = tf_executor.graph {
    tf_executor.fetch %arg0 : tensor<10xi32>
  }
  func.return %graph : tensor<10xi32>
}

// CHECK:      node {
// CHECK-NEXT:   name: "input0"
// CHECK-NEXT:   op: "_Arg"
// CHECK:          key: "T"

Jacques Pienaar <******@****.***> 1587687343 -0700

     */
    public ImmutableList<String> getExecutionReasons() {
        return executionReasons;
    }

    /**
     * If a previously produced output was reused in some way, the reused output's origin metadata is returned.
     */
    public Optional<OriginMetadata> getReusedOutputOriginMetadata() {
        return Optional.ofNullable(reusedOutputOriginMetadata);
    }

overlapping-outputs-input-comparison.png...

    }

    /**
     * Renders this event to the given output. The output's style will be set to {@link
     * StyledTextOutput.Style#Normal}. The style will be reset after the rendering is complete, so
     * there is no need for this method to clean up the style.
     *
     * @param output The output to render to.
     */
    public abstract void render(StyledTextOutput output);

    @Nullable