Updates TF compat protos (tensorflow#7136)

Routine compat proto update before producing the next release that
tracks the TensorFlow release.

Author: arcra

tensorboard/compat/proto/BUILD

@@ -126,11 +126,6 @@ tb_proto_library(
     ],
 )
 
-tb_proto_library(
-    name = "graph_debug_info",
-    srcs = ["graph_debug_info.proto"],
-)
-
 tb_proto_library(
     name = "graph",
     srcs = ["graph.proto"],
@@ -142,6 +137,11 @@ tb_proto_library(
     ],
 )
 
+tb_proto_library(
+    name = "graph_debug_info",
+    srcs = ["graph_debug_info.proto"],
+)
+
 tb_proto_library(
     name = "histogram",
     srcs = ["histogram.proto"],
@@ -255,20 +255,20 @@ tb_proto_library(
 )
 
 tb_proto_library(
-    name = "tensor_description",
-    srcs = ["tensor_description.proto"],
+    name = "tensor",
+    srcs = ["tensor.proto"],
     deps = [
-        ":allocation_description",
+        ":resource_handle",
         ":tensor_shape",
         ":types",
     ],
 )
 
 tb_proto_library(
-    name = "tensor",
-    srcs = ["tensor.proto"],
+    name = "tensor_description",
+    srcs = ["tensor_description.proto"],
     deps = [
-        ":resource_handle",
+        ":allocation_description",
         ":tensor_shape",
         ":types",
     ],

tensorboard/compat/proto/config.proto

@@ -772,6 +772,8 @@ message ConfigProto {
     // aims to negate its value.
     bool disable_optimize_for_static_graph = 24;
 
+    reserved 25;
+
     // Whether eager remote execution will stream all the function calls or
     // allow them to happen in parallel. When true, streaming execution is
     // disabled, and parallel execution is allowed.
@@ -785,9 +787,18 @@ message ConfigProto {
     // is finalized.
     bool finalize_resource_manager = 34;
 
-    reserved 25;
+    // If set, TF2XLA will dump compilation call arguments to the specified
+    // directory.
+    string tf2xla_dump_dir = 35;
+
+    // When set to true, the online op cost analysis will be enabled. This
+    // will run the cost analysis once for the first model execution and
+    // use the obtained cost to optimize subsequent executions.
+    // Typically `stream_merge_threshold` should be tuned to set to a non-zero
+    // value when this option is enabled.
+    bool online_cost_analysis = 36;
 
-    // Next: 35
+    // Next: 37
   }
 
   Experimental experimental = 16;

tensorboard/compat/proto/types.proto

@@ -49,11 +49,11 @@ enum DataType {
                                // bias, finite-only, with NaNs.
   DT_FLOAT8_E5M2FNUZ = 28;     // 5 exponent bits, 2 mantissa bits, finite-only,
                                // with NaN.
-
   DT_INT4 = 29;
   DT_UINT4 = 30;
   DT_INT2 = 31;
   DT_UINT2 = 32;
+  DT_FLOAT4_E2M1FN = 33;  // 2 exponent bits, 1 mantissa bit, finite-only
 
   // Do not use!  These are only for TF1's obsolete reference Variables.
   // Every enum above should have a corresponding value below (verified by
@@ -91,6 +91,7 @@ enum DataType {
   DT_UINT4_REF = 130;
   DT_INT2_REF = 131;
   DT_UINT2_REF = 132;
+  DT_FLOAT4_E2M1FN_REF = 133;
 }
 // DISABLED.ThenChange(
 //    https://www.tensorflow.org/code/tensorflow/c/tf_datatype.h,