1 # Copyright 2015 The TensorFlow Authors. All Rights Reserved. 2 # 3 # Licensed under the Apache License, Version 2.0 (the "License"); 4 # you may not use this file except in compliance with the License. 5 # You may obtain a copy of the License at 6 # 7 # http://www.apache.org/licenses/LICENSE-2.0 8 # 9 # Unless required by applicable law or agreed to in writing, software 10 # distributed under the License is distributed on an "AS IS" BASIS, 11 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 # See the License for the specific language governing permissions and 13 # limitations under the License. 14 # ============================================================================== 15 """Stateless random ops which take seed as a tensor input. 16 17 Instead of taking `seed` as an attr which initializes a mutable state within 18 the op, these random ops take `seed` as an input, and the random numbers are 19 a deterministic function of `shape` and `seed`. 20 21 WARNING: These ops are in contrib, and are not stable. They should be 22 consistent across multiple runs on the same hardware, but only for the same 23 version of the code. 24 25 @@stateless_random_uniform 26 @@stateless_random_normal 27 @@stateless_truncated_normal 28 """ 29 30 from __future__ import absolute_import 31 from __future__ import division 32 from __future__ import print_function 33 34 # pylint: disable=wildcard-import 35 from tensorflow.contrib.stateless.gen_stateless_random_ops import * 36 37 from tensorflow.python.framework import ops 38 from tensorflow.python.util.all_util import remove_undocumented 39 40 ops.NotDifferentiable("StatelessRandomNormal") 41 ops.NotDifferentiable("StatelessRandomUniform") 42 ops.NotDifferentiable("StatelessTruncatedNormal") 43 44 remove_undocumented(__name__) 45
