From 2177c5597b60829c45f40b2aede729d858390067 Mon Sep 17 00:00:00 2001
From: "A. Unique TensorFlower" <gardener@tensorflow.org>
Date: Mon, 10 Jun 2019 23:18:46 -0700
Subject: [PATCH] Update ops-related pbtxt files.

PiperOrigin-RevId: 252556834
---
 .../core/ops/compat/ops_history.v1.pbtxt      | 653 ++++++++++++++++++
 tensorflow/core/ops/ops.pbtxt                 | 265 +++++++
 2 files changed, 918 insertions(+)

diff --git a/tensorflow/core/ops/compat/ops_history.v1.pbtxt b/tensorflow/core/ops/compat/ops_history.v1.pbtxt
index bd7e4b038a1..0a5b095f8f3 100644
--- a/tensorflow/core/ops/compat/ops_history.v1.pbtxt
+++ b/tensorflow/core/ops/compat/ops_history.v1.pbtxt
@@ -17919,6 +17919,166 @@ op {
   }
   is_stateful: true
 }
+op {
+  name: "CudnnRNNBackpropV3"
+  input_arg {
+    name: "input"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "input_h"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "input_c"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "params"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "sequence_lengths"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "output"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "output_h"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "output_c"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "output_backprop"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "output_h_backprop"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "output_c_backprop"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "reserve_space"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "host_reserved"
+    type: DT_INT8
+  }
+  output_arg {
+    name: "input_backprop"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "input_h_backprop"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "input_c_backprop"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "params_backprop"
+    type_attr: "T"
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "time_major"
+    type: "bool"
+    default_value {
+      b: true
+    }
+  }
+  is_stateful: true
+}
 op {
   name: "CudnnRNNCanonicalToParams"
   input_arg {
@@ -18028,6 +18188,231 @@ op {
     }
   }
 }
+op {
+  name: "CudnnRNNCanonicalToParamsV2"
+  input_arg {
+    name: "num_layers"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "num_units"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "input_size"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "weights"
+    type_attr: "T"
+    number_attr: "num_params_weights"
+  }
+  input_arg {
+    name: "biases"
+    type_attr: "T"
+    number_attr: "num_params_biases"
+  }
+  output_arg {
+    name: "params"
+    type_attr: "T"
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "num_params_weights"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "num_params_biases"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+}
+op {
+  name: "CudnnRNNParamsSize"
+  input_arg {
+    name: "num_layers"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "num_units"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "input_size"
+    type: DT_INT32
+  }
+  output_arg {
+    name: "params_size"
+    type_attr: "S"
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "S"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_INT32
+        type: DT_INT64
+      }
+    }
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+}
 op {
   name: "CudnnRNNParamsSize"
   input_arg {
@@ -18130,6 +18515,13 @@ op {
       i: 0
     }
   }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
 }
 op {
   name: "CudnnRNNParamsToCanonical"
@@ -18240,6 +18632,128 @@ op {
     }
   }
 }
+op {
+  name: "CudnnRNNParamsToCanonicalV2"
+  input_arg {
+    name: "num_layers"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "num_units"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "input_size"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "params"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "weights"
+    type_attr: "T"
+    number_attr: "num_params_weights"
+  }
+  output_arg {
+    name: "biases"
+    type_attr: "T"
+    number_attr: "num_params_biases"
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "num_params_weights"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "num_params_biases"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+}
 op {
   name: "CudnnRNNV2"
   input_arg {
@@ -18618,6 +19132,145 @@ op {
   }
   is_stateful: true
 }
+op {
+  name: "CudnnRNNV3"
+  input_arg {
+    name: "input"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "input_h"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "input_c"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "params"
+    type_attr: "T"
+  }
+  input_arg {
+    name: "sequence_lengths"
+    type: DT_INT32
+  }
+  output_arg {
+    name: "output"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "output_h"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "output_c"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "reserve_space"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "host_reserved"
+    type: DT_INT8
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "is_training"
+    type: "bool"
+    default_value {
+      b: true
+    }
+  }
+  attr {
+    name: "time_major"
+    type: "bool"
+    default_value {
+      b: true
+    }
+  }
+  is_stateful: true
+}
 op {
   name: "Cumprod"
   input_arg {
diff --git a/tensorflow/core/ops/ops.pbtxt b/tensorflow/core/ops/ops.pbtxt
index cbdc4bafab0..d601712bec7 100644
--- a/tensorflow/core/ops/ops.pbtxt
+++ b/tensorflow/core/ops/ops.pbtxt
@@ -8221,6 +8221,13 @@ op {
       i: 0
     }
   }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
   attr {
     name: "time_major"
     type: "bool"
@@ -8339,6 +8346,128 @@ op {
     }
   }
 }
+op {
+  name: "CudnnRNNCanonicalToParamsV2"
+  input_arg {
+    name: "num_layers"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "num_units"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "input_size"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "weights"
+    type_attr: "T"
+    number_attr: "num_params_weights"
+  }
+  input_arg {
+    name: "biases"
+    type_attr: "T"
+    number_attr: "num_params_biases"
+  }
+  output_arg {
+    name: "params"
+    type_attr: "T"
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "num_params_weights"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "num_params_biases"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+}
 op {
   name: "CudnnRNNParamsSize"
   input_arg {
@@ -8441,6 +8570,13 @@ op {
       i: 0
     }
   }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
 }
 op {
   name: "CudnnRNNParamsToCanonical"
@@ -8551,6 +8687,128 @@ op {
     }
   }
 }
+op {
+  name: "CudnnRNNParamsToCanonicalV2"
+  input_arg {
+    name: "num_layers"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "num_units"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "input_size"
+    type: DT_INT32
+  }
+  input_arg {
+    name: "params"
+    type_attr: "T"
+  }
+  output_arg {
+    name: "weights"
+    type_attr: "T"
+    number_attr: "num_params_weights"
+  }
+  output_arg {
+    name: "biases"
+    type_attr: "T"
+    number_attr: "num_params_biases"
+  }
+  attr {
+    name: "T"
+    type: "type"
+    allowed_values {
+      list {
+        type: DT_HALF
+        type: DT_FLOAT
+        type: DT_DOUBLE
+      }
+    }
+  }
+  attr {
+    name: "num_params_weights"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "num_params_biases"
+    type: "int"
+    has_minimum: true
+    minimum: 1
+  }
+  attr {
+    name: "rnn_mode"
+    type: "string"
+    default_value {
+      s: "lstm"
+    }
+    allowed_values {
+      list {
+        s: "rnn_relu"
+        s: "rnn_tanh"
+        s: "lstm"
+        s: "gru"
+      }
+    }
+  }
+  attr {
+    name: "input_mode"
+    type: "string"
+    default_value {
+      s: "linear_input"
+    }
+    allowed_values {
+      list {
+        s: "linear_input"
+        s: "skip_input"
+        s: "auto_select"
+      }
+    }
+  }
+  attr {
+    name: "direction"
+    type: "string"
+    default_value {
+      s: "unidirectional"
+    }
+    allowed_values {
+      list {
+        s: "unidirectional"
+        s: "bidirectional"
+      }
+    }
+  }
+  attr {
+    name: "dropout"
+    type: "float"
+    default_value {
+      f: 0
+    }
+  }
+  attr {
+    name: "seed"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "seed2"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
+}
 op {
   name: "CudnnRNNV2"
   input_arg {
@@ -8788,6 +9046,13 @@ op {
       i: 0
     }
   }
+  attr {
+    name: "num_proj"
+    type: "int"
+    default_value {
+      i: 0
+    }
+  }
   attr {
     name: "is_training"
     type: "bool"