Expand stateless random generators to match their stateful cousins

stateless_random_uniform now take minval+maxval and handles ints,
and stateless_normal/stateless_truncated_normal take mean+stddev.
Additionally, all of the stateless functions now have proper doc
strings.

This is step one of moving stateless random numbers out of contrib.

1 files changed, 46 insertions, 0 deletions

diff --git a/tensorflow/core/api_def/base_api/api_def_StatelessRandomUniformInt.pbtxt b/tensorflow/core/api_def/base_api/api_def_StatelessRandomUniformInt.pbtxt
new file mode 100644
index 0000000000..b6a6dbdf54
--- /dev/null
+++ b/tensorflow/core/api_def/base_api/api_def_StatelessRandomUniformInt.pbtxt
@@ -0,0 +1,46 @@
+op {
+  graph_op_name: "StatelessRandomUniformInt"
+  visibility: HIDDEN
+  in_arg {
+    name: "shape"
+    description: <<END
+The shape of the output tensor.
+END
+  }
+  in_arg {
+    name: "seed"
+    description: <<END
+2 seeds (shape [2]).
+END
+  }
+  in_arg {
+    name: "minval"
+    description: <<END
+Minimum value (inclusive, scalar).
+END
+  }
+  in_arg {
+    name: "maxval"
+    description: <<END
+Maximum value (exclusive, scalar).
+END
+  }
+  out_arg {
+    name: "output"
+    description: <<END
+Random values with specified shape.
+END
+  }
+  attr {
+    name: "dtype"
+    description: <<END
+The type of the output.
+END
+  }
+  summary: "Outputs deterministic pseudorandom random integers from a uniform distribution."
+  description: <<END
+The generated values follow a uniform distribution in the range `[minval, maxval)`.
+
+The outputs are a deterministic function of `shape`, `seed`, `minval`, and `maxval`.
+END
+}