From 4fe903eba118c5eeb5dbf7de2b971931d20d34a5 Mon Sep 17 00:00:00 2001 From: Shao-Hua Sun Date: Mon, 6 Aug 2018 09:44:43 -0700 Subject: [PATCH] edit README: interpret TB --- README.md | 6 + asset/TB.jpg | Bin 0 -> 1454803 bytes lib/__init__.py | 0 lib/utils/__init__.py | 0 lib/utils/core_rnn_cell.py | 373 ++++++ lib/utils/rnn_cell.py | 2513 ++++++++++++++++++++++++++++++++++++ ssim.py | 83 ++ 7 files changed, 2975 insertions(+) create mode 100644 asset/TB.jpg create mode 100644 lib/__init__.py create mode 100644 lib/utils/__init__.py create mode 100644 lib/utils/core_rnn_cell.py create mode 100644 lib/utils/rnn_cell.py create mode 100644 ssim.py diff --git a/README.md b/README.md index 2caa39b..a330d3e 100644 --- a/README.md +++ b/README.md @@ -52,6 +52,12 @@ Download from this [link](https://drive.google.com/open?id=1Fxv5r7oeG0PHgR42S5pH ```bash $ python trainer.py ``` +### Interpret TensorBoard +Launch Tensorboard and go to the specified port, you can see differernt losses in the **scalars** tab and plotted images in the **images** tab. The plotted images could be interpreted as follows. + +

+ +

### Test ```bash diff --git a/asset/TB.jpg b/asset/TB.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad3ad1ac183b94094cbbf2eeb5f9b8e1abafe0a6 GIT binary patch literal 1454803 zcmeFZc~leW)-PO$ipUTU6$K$GDy@j9ObQ`EQ4tX%4j>>z8<8PmS_O#^QV24Mm{wb8 z;XrT#5fMQKWk`T9w9?2t7=#RTt4va*5K2-B_wl^z{l2x{d)K$Vb?;yAxhF1?GO0Y3 zy`Me)_TDwuKPQHC4(xN;2dSt)(0=d_nv*~W_cDXeLXevqv)BvEA&sT1a=1`bDisRTW)mp00|juF6~kL4i{1q*&$MkN}24$aqHuw>1)T?_Tx zPphrHuyp&?TlW{4>@KcbcBBJYXZiERSoOur^;fJkSiiyar;VGetZi&}?6h;*vv;5K zewPDBj~(~$JmKZ-ezN z-jn>NB`-_M$}3*IuB;a{G&VK=@#bx3S9ecuU;lfdL^}M}-yc7H9vMZyew&(>&0ybW zf6xW^`5$C~=l`JWzt9DkpfYd%eAW4CKj>1K7x9B|-T4dFY+JZwm%G~O3wmp}UtP3x z_pSTIb?PRTN04PdU+h@Ce4UkKJ^F*Re^U1UkFePPEz15M!v0^n1|TOOSpR2_Ik3q8 z*$Uv>bA!-)l^1hDNK;h>2$QNVM1hpbpMdDbEQbF5@^2RWUn2!`?f;hhf9w4JeP(a2 zM6aKc4DUdk`H=?2Y z2Q4@-2gN<2oM#9PhZ*BFauUwMj!OwCqL&}Y8(v|VkLY}jIp_>uBRKL5TNkb23tEFl zgkOpgsgeDOtyuP`S+kE4wJ5g=QVM%N5 zonv+;yA&0xX4WjH7FX^G^oA5^|DRr)@NHJ{m@j@xLHtB1BE)MB66Pt@Tjrqo7&a*0 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zWuVKLLXdf0C+(nMGi<>=?UVRxF|v8WS<_ocLIrXD@;OSe?X0MZbM@1A`E2?MSLVS5 zg)ESnmv3&l6@G!^LcY1>C-;BtT`1q&^35&Z+;X=>?sNa$qL|M;xye@KwrC)^RX7_3 zp1Pd1JOU!RHT+Sh3K!wG3$aHjg!`B#E*!pcvcNMDlG+!~^Z@~Beuy}Qa0rwr vYcr%bKw*wIq=w7-qRk|q>Vs)Nf!F(k9TWc*P+**F0qq|U+o``sY&ZN5W94ae literal 0 HcmV?d00001 diff --git a/lib/__init__.py b/lib/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/lib/utils/__init__.py b/lib/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/lib/utils/core_rnn_cell.py b/lib/utils/core_rnn_cell.py new file mode 100644 index 0000000..83cf9cc --- /dev/null +++ b/lib/utils/core_rnn_cell.py @@ -0,0 +1,373 @@ +# Copyright 2015 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== +"""Module implementing RNN Cells that used to be in core. +@@EmbeddingWrapper +@@InputProjectionWrapper +@@OutputProjectionWrapper +""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import math + +from tensorflow.python.framework import constant_op +from tensorflow.python.framework import dtypes +from tensorflow.python.framework import ops +from tensorflow.python.ops import array_ops +from tensorflow.python.ops import embedding_ops +from tensorflow.python.ops import init_ops +from tensorflow.python.ops import math_ops +from tensorflow.python.ops import nn_ops +from tensorflow.python.ops import rnn_cell_impl +from tensorflow.python.ops import variable_scope as vs +from tensorflow.python.platform import tf_logging as logging +from tensorflow.python.util import nest + + +# pylint: disable=protected-access,invalid-name +RNNCell = rnn_cell_impl.RNNCell +_like_rnncell = rnn_cell_impl._like_rnncell +_WEIGHTS_VARIABLE_NAME = rnn_cell_impl._WEIGHTS_VARIABLE_NAME +_BIAS_VARIABLE_NAME = rnn_cell_impl._BIAS_VARIABLE_NAME +# pylint: enable=protected-access,invalid-name + + +class _Linear(object): + """Linear map: sum_i(args[i] * W[i]), where W[i] is a variable. + Args: + args: a 2D Tensor or a list of 2D, batch, n, Tensors. + output_size: int, second dimension of weight variable. + dtype: data type for variables. + build_bias: boolean, whether to build a bias variable. + bias_initializer: starting value to initialize the bias + (default is all zeros). + kernel_initializer: starting value to initialize the weight. + Raises: + ValueError: if inputs_shape is wrong. + """ + + def __init__(self, + args, + output_size, + build_bias, + bias_initializer=None, + kernel_initializer=None): + self._build_bias = build_bias + + if args is None or (nest.is_sequence(args) and not args): + raise ValueError("`args` must be specified") + if not nest.is_sequence(args): + args = [args] + self._is_sequence = False + else: + self._is_sequence = True + + # Calculate the total size of arguments on dimension 1. + total_arg_size = 0 + shapes = [a.get_shape() for a in args] + for shape in shapes: + if shape.ndims != 2: + raise ValueError("linear is expecting 2D arguments: %s" % shapes) + if shape[1].value is None: + raise ValueError("linear expects shape[1] to be provided for shape %s, " + "but saw %s" % (shape, shape[1])) + else: + total_arg_size += shape[1].value + + dtype = [a.dtype for a in args][0] + + scope = vs.get_variable_scope() + with vs.variable_scope(scope) as outer_scope: + self._weights = vs.get_variable( + _WEIGHTS_VARIABLE_NAME, [total_arg_size, output_size], + dtype=dtype, + initializer=kernel_initializer) + if build_bias: + with vs.variable_scope(outer_scope) as inner_scope: + inner_scope.set_partitioner(None) + if bias_initializer is None: + bias_initializer = init_ops.constant_initializer(0.0, dtype=dtype) + self._biases = vs.get_variable( + _BIAS_VARIABLE_NAME, [output_size], + dtype=dtype, + initializer=bias_initializer) + + def __call__(self, args): + if not self._is_sequence: + args = [args] + + if len(args) == 1: + res = math_ops.matmul(args[0], self._weights) + else: + # Explicitly creating a one for a minor performance improvement. + one = constant_op.constant(1, dtype=dtypes.int32) + res = math_ops.matmul(array_ops.concat(args, one), self._weights) + if self._build_bias: + res = nn_ops.bias_add(res, self._biases) + return res + + +# TODO(xpan): Remove this function in a follow up. +def _linear(args, + output_size, + bias, + bias_initializer=None, + kernel_initializer=None): + """Linear map: sum_i(args[i] * W[i]), where W[i] is a variable. + Args: + args: a 2D Tensor or a list of 2D, batch, n, Tensors. + output_size: int, second dimension of W[i]. + bias: boolean, whether to add a bias term or not. + bias_initializer: starting value to initialize the bias + (default is all zeros). + kernel_initializer: starting value to initialize the weight. + Returns: + A 2D Tensor with shape `[batch, output_size]` equal to + sum_i(args[i] * W[i]), where W[i]s are newly created matrices. + Raises: + ValueError: if some of the arguments has unspecified or wrong shape. + """ + if args is None or (nest.is_sequence(args) and not args): + raise ValueError("`args` must be specified") + if not nest.is_sequence(args): + args = [args] + + # Calculate the total size of arguments on dimension 1. + total_arg_size = 0 + shapes = [a.get_shape() for a in args] + for shape in shapes: + if shape.ndims != 2: + raise ValueError("linear is expecting 2D arguments: %s" % shapes) + if shape[1].value is None: + raise ValueError("linear expects shape[1] to be provided for shape %s, " + "but saw %s" % (shape, shape[1])) + else: + total_arg_size += shape[1].value + + dtype = [a.dtype for a in args][0] + + # Now the computation. + scope = vs.get_variable_scope() + with vs.variable_scope(scope) as outer_scope: + weights = vs.get_variable( + _WEIGHTS_VARIABLE_NAME, [total_arg_size, output_size], + dtype=dtype, + initializer=kernel_initializer) + if len(args) == 1: + res = math_ops.matmul(args[0], weights) + else: + res = math_ops.matmul(array_ops.concat(args, 1), weights) + if not bias: + return res + with vs.variable_scope(outer_scope) as inner_scope: + inner_scope.set_partitioner(None) + if bias_initializer is None: + bias_initializer = init_ops.constant_initializer(0.0, dtype=dtype) + biases = vs.get_variable( + _BIAS_VARIABLE_NAME, [output_size], + dtype=dtype, + initializer=bias_initializer) + return nn_ops.bias_add(res, biases) + + +class EmbeddingWrapper(RNNCell): + """Operator adding input embedding to the given cell. + Note: in many cases it may be more efficient to not use this wrapper, + but instead concatenate the whole sequence of your inputs in time, + do the embedding on this batch-concatenated sequence, then split it and + feed into your RNN. + """ + + def __init__(self, + cell, + embedding_classes, + embedding_size, + initializer=None, + reuse=None): + """Create a cell with an added input embedding. + Args: + cell: an RNNCell, an embedding will be put before its inputs. + embedding_classes: integer, how many symbols will be embedded. + embedding_size: integer, the size of the vectors we embed into. + initializer: an initializer to use when creating the embedding; + if None, the initializer from variable scope or a default one is used. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + Raises: + TypeError: if cell is not an RNNCell. + ValueError: if embedding_classes is not positive. + """ + super(EmbeddingWrapper, self).__init__(_reuse=reuse) + if not _like_rnncell(cell): + raise TypeError("The parameter cell is not RNNCell.") + if embedding_classes <= 0 or embedding_size <= 0: + raise ValueError("Both embedding_classes and embedding_size must be > 0: " + "%d, %d." % (embedding_classes, embedding_size)) + self._cell = cell + self._embedding_classes = embedding_classes + self._embedding_size = embedding_size + self._initializer = initializer + + @property + def state_size(self): + return self._cell.state_size + + @property + def output_size(self): + return self._cell.output_size + + def zero_state(self, batch_size, dtype): + with ops.name_scope(type(self).__name__ + "ZeroState", values=[batch_size]): + return self._cell.zero_state(batch_size, dtype) + + def call(self, inputs, state): + """Run the cell on embedded inputs.""" + with ops.device("/cpu:0"): + if self._initializer: + initializer = self._initializer + elif vs.get_variable_scope().initializer: + initializer = vs.get_variable_scope().initializer + else: + # Default initializer for embeddings should have variance=1. + sqrt3 = math.sqrt(3) # Uniform(-sqrt(3), sqrt(3)) has variance=1. + initializer = init_ops.random_uniform_initializer(-sqrt3, sqrt3) + + if isinstance(state, tuple): + data_type = state[0].dtype + else: + data_type = state.dtype + + embedding = vs.get_variable( + "embedding", [self._embedding_classes, self._embedding_size], + initializer=initializer, + dtype=data_type) + embedded = embedding_ops.embedding_lookup(embedding, + array_ops.reshape(inputs, [-1])) + + return self._cell(embedded, state) + + +class InputProjectionWrapper(RNNCell): + """Operator adding an input projection to the given cell. + Note: in many cases it may be more efficient to not use this wrapper, + but instead concatenate the whole sequence of your inputs in time, + do the projection on this batch-concatenated sequence, then split it. + """ + + def __init__(self, + cell, + num_proj, + activation=None, + input_size=None, + reuse=None): + """Create a cell with input projection. + Args: + cell: an RNNCell, a projection of inputs is added before it. + num_proj: Python integer. The dimension to project to. + activation: (optional) an optional activation function. + input_size: Deprecated and unused. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + Raises: + TypeError: if cell is not an RNNCell. + """ + super(InputProjectionWrapper, self).__init__(_reuse=reuse) + if input_size is not None: + logging.warn("%s: The input_size parameter is deprecated.", self) + if not _like_rnncell(cell): + raise TypeError("The parameter cell is not RNNCell.") + self._cell = cell + self._num_proj = num_proj + self._activation = activation + self._linear = None + + @property + def state_size(self): + return self._cell.state_size + + @property + def output_size(self): + return self._cell.output_size + + def zero_state(self, batch_size, dtype): + with ops.name_scope(type(self).__name__ + "ZeroState", values=[batch_size]): + return self._cell.zero_state(batch_size, dtype) + + def call(self, inputs, state): + """Run the input projection and then the cell.""" + # Default scope: "InputProjectionWrapper" + if self._linear is None: + self._linear = _Linear(inputs, self._num_proj, True) + projected = self._linear(inputs) + if self._activation: + projected = self._activation(projected) + return self._cell(projected, state) + + +class OutputProjectionWrapper(RNNCell): + """Operator adding an output projection to the given cell. + Note: in many cases it may be more efficient to not use this wrapper, + but instead concatenate the whole sequence of your outputs in time, + do the projection on this batch-concatenated sequence, then split it + if needed or directly feed into a softmax. + """ + + def __init__(self, cell, output_size, activation=None, reuse=None): + """Create a cell with output projection. + Args: + cell: an RNNCell, a projection to output_size is added to it. + output_size: integer, the size of the output after projection. + activation: (optional) an optional activation function. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + Raises: + TypeError: if cell is not an RNNCell. + ValueError: if output_size is not positive. + """ + super(OutputProjectionWrapper, self).__init__(_reuse=reuse) + if not _like_rnncell(cell): + raise TypeError("The parameter cell is not RNNCell.") + if output_size < 1: + raise ValueError("Parameter output_size must be > 0: %d." % output_size) + self._cell = cell + self._output_size = output_size + self._activation = activation + self._linear = None + + @property + def state_size(self): + return self._cell.state_size + + @property + def output_size(self): + return self._output_size + + def zero_state(self, batch_size, dtype): + with ops.name_scope(type(self).__name__ + "ZeroState", values=[batch_size]): + return self._cell.zero_state(batch_size, dtype) + + def call(self, inputs, state): + """Run the cell and output projection on inputs, starting from state.""" + output, res_state = self._cell(inputs, state) + if self._linear is None: + self._linear = _Linear(output, self._output_size, True) + projected = self._linear(output) + if self._activation: + projected = self._activation(projected) + return projected, res_state diff --git a/lib/utils/rnn_cell.py b/lib/utils/rnn_cell.py new file mode 100644 index 0000000..6290c13 --- /dev/null +++ b/lib/utils/rnn_cell.py @@ -0,0 +1,2513 @@ +# Copyright 2015 The TensorFlow Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# ============================================================================== + +"""Module for constructing RNN Cells.""" +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import collections +import math + +from tensorflow.contrib.compiler import jit +from tensorflow.contrib.layers.python.layers import layers +try: + from lib.utils import core_rnn_cell +except: + from tensorflow.contrib.rnn.python.ops import core_rnn_cell +from tensorflow.python.framework import dtypes +from tensorflow.python.framework import op_def_registry +from tensorflow.python.framework import ops +from tensorflow.python.framework import tensor_shape +from tensorflow.python.ops import array_ops +from tensorflow.python.ops import clip_ops +from tensorflow.python.ops import init_ops +from tensorflow.python.ops import math_ops +from tensorflow.python.ops import nn_ops +from tensorflow.python.ops import random_ops +from tensorflow.python.ops import rnn_cell_impl +from tensorflow.python.ops import variable_scope as vs +from tensorflow.python.ops import partitioned_variables +from tensorflow.python.platform import tf_logging as logging +from tensorflow.python.util import nest + + +def _get_concat_variable(name, shape, dtype, num_shards): + """Get a sharded variable concatenated into one tensor.""" + sharded_variable = _get_sharded_variable(name, shape, dtype, num_shards) + if len(sharded_variable) == 1: + return sharded_variable[0] + + concat_name = name + "/concat" + concat_full_name = vs.get_variable_scope().name + "/" + concat_name + ":0" + for value in ops.get_collection(ops.GraphKeys.CONCATENATED_VARIABLES): + if value.name == concat_full_name: + return value + + concat_variable = array_ops.concat(sharded_variable, 0, name=concat_name) + ops.add_to_collection(ops.GraphKeys.CONCATENATED_VARIABLES, + concat_variable) + return concat_variable + + +def _get_sharded_variable(name, shape, dtype, num_shards): + """Get a list of sharded variables with the given dtype.""" + if num_shards > shape[0]: + raise ValueError("Too many shards: shape=%s, num_shards=%d" % + (shape, num_shards)) + unit_shard_size = int(math.floor(shape[0] / num_shards)) + remaining_rows = shape[0] - unit_shard_size * num_shards + + shards = [] + for i in range(num_shards): + current_size = unit_shard_size + if i < remaining_rows: + current_size += 1 + shards.append(vs.get_variable(name + "_%d" % i, [current_size] + shape[1:], + dtype=dtype)) + return shards + + +def _norm(g, b, inp, scope): + shape = inp.get_shape()[-1:] + gamma_init = init_ops.constant_initializer(g) + beta_init = init_ops.constant_initializer(b) + with vs.variable_scope(scope): + # Initialize beta and gamma for use by layer_norm. + vs.get_variable("gamma", shape=shape, initializer=gamma_init) + vs.get_variable("beta", shape=shape, initializer=beta_init) + normalized = layers.layer_norm(inp, reuse=True, scope=scope) + return normalized + + +class CoupledInputForgetGateLSTMCell(rnn_cell_impl.RNNCell): + """Long short-term memory unit (LSTM) recurrent network cell. + The default non-peephole implementation is based on: + http://www.bioinf.jku.at/publications/older/2604.pdf + S. Hochreiter and J. Schmidhuber. + "Long Short-Term Memory". Neural Computation, 9(8):1735-1780, 1997. + The peephole implementation is based on: + https://research.google.com/pubs/archive/43905.pdf + Hasim Sak, Andrew Senior, and Francoise Beaufays. + "Long short-term memory recurrent neural network architectures for + large scale acoustic modeling." INTERSPEECH, 2014. + The coupling of input and forget gate is based on: + http://arxiv.org/pdf/1503.04069.pdf + Greff et al. "LSTM: A Search Space Odyssey" + The class uses optional peep-hole connections, and an optional projection + layer. + Layer normalization implementation is based on: + https://arxiv.org/abs/1607.06450. + "Layer Normalization" + Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton + and is applied before the internal nonlinearities. + """ + + def __init__(self, + num_units, + use_peepholes=False, + initializer=None, + num_proj=None, + proj_clip=None, + num_unit_shards=1, + num_proj_shards=1, + forget_bias=1.0, + state_is_tuple=True, + activation=math_ops.tanh, + reuse=None, + layer_norm=False, + norm_gain=1.0, + norm_shift=0.0): + """Initialize the parameters for an LSTM cell. + Args: + num_units: int, The number of units in the LSTM cell + use_peepholes: bool, set True to enable diagonal/peephole connections. + initializer: (optional) The initializer to use for the weight and + projection matrices. + num_proj: (optional) int, The output dimensionality for the projection + matrices. If None, no projection is performed. + proj_clip: (optional) A float value. If `num_proj > 0` and `proj_clip` is + provided, then the projected values are clipped elementwise to within + `[-proj_clip, proj_clip]`. + num_unit_shards: How to split the weight matrix. If >1, the weight + matrix is stored across num_unit_shards. + num_proj_shards: How to split the projection matrix. If >1, the + projection matrix is stored across num_proj_shards. + forget_bias: Biases of the forget gate are initialized by default to 1 + in order to reduce the scale of forgetting at the beginning of + the training. + state_is_tuple: If True, accepted and returned states are 2-tuples of + the `c_state` and `m_state`. By default (False), they are concatenated + along the column axis. This default behavior will soon be deprecated. + activation: Activation function of the inner states. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + layer_norm: If `True`, layer normalization will be applied. + norm_gain: float, The layer normalization gain initial value. If + `layer_norm` has been set to `False`, this argument will be ignored. + norm_shift: float, The layer normalization shift initial value. If + `layer_norm` has been set to `False`, this argument will be ignored. + """ + super(CoupledInputForgetGateLSTMCell, self).__init__(_reuse=reuse) + if not state_is_tuple: + logging.warn( + "%s: Using a concatenated state is slower and will soon be " + "deprecated. Use state_is_tuple=True.", self) + self._num_units = num_units + self._use_peepholes = use_peepholes + self._initializer = initializer + self._num_proj = num_proj + self._proj_clip = proj_clip + self._num_unit_shards = num_unit_shards + self._num_proj_shards = num_proj_shards + self._forget_bias = forget_bias + self._state_is_tuple = state_is_tuple + self._activation = activation + self._reuse = reuse + self._layer_norm = layer_norm + self._norm_gain = norm_gain + self._norm_shift = norm_shift + + if num_proj: + self._state_size = (rnn_cell_impl.LSTMStateTuple(num_units, num_proj) + if state_is_tuple else num_units + num_proj) + self._output_size = num_proj + else: + self._state_size = (rnn_cell_impl.LSTMStateTuple(num_units, num_units) + if state_is_tuple else 2 * num_units) + self._output_size = num_units + + @property + def state_size(self): + return self._state_size + + @property + def output_size(self): + return self._output_size + + def call(self, inputs, state): + """Run one step of LSTM. + Args: + inputs: input Tensor, 2D, batch x num_units. + state: if `state_is_tuple` is False, this must be a state Tensor, + `2-D, batch x state_size`. If `state_is_tuple` is True, this must be a + tuple of state Tensors, both `2-D`, with column sizes `c_state` and + `m_state`. + Returns: + A tuple containing: + - A `2-D, [batch x output_dim]`, Tensor representing the output of the + LSTM after reading `inputs` when previous state was `state`. + Here output_dim is: + num_proj if num_proj was set, + num_units otherwise. + - Tensor(s) representing the new state of LSTM after reading `inputs` when + the previous state was `state`. Same type and shape(s) as `state`. + Raises: + ValueError: If input size cannot be inferred from inputs via + static shape inference. + """ + sigmoid = math_ops.sigmoid + + num_proj = self._num_units if self._num_proj is None else self._num_proj + + if self._state_is_tuple: + (c_prev, m_prev) = state + else: + c_prev = array_ops.slice(state, [0, 0], [-1, self._num_units]) + m_prev = array_ops.slice(state, [0, self._num_units], [-1, num_proj]) + + dtype = inputs.dtype + input_size = inputs.get_shape().with_rank(2)[1] + if input_size.value is None: + raise ValueError("Could not infer input size from inputs.get_shape()[-1]") + concat_w = _get_concat_variable( + "W", [input_size.value + num_proj, 3 * self._num_units], + dtype, self._num_unit_shards) + + b = vs.get_variable( + "B", + shape=[3 * self._num_units], + initializer=init_ops.zeros_initializer(), + dtype=dtype) + + # j = new_input, f = forget_gate, o = output_gate + cell_inputs = array_ops.concat([inputs, m_prev], 1) + lstm_matrix = math_ops.matmul(cell_inputs, concat_w) + + # If layer nomalization is applied, do not add bias + if not self._layer_norm: + lstm_matrix = nn_ops.bias_add(lstm_matrix, b) + + j, f, o = array_ops.split(value=lstm_matrix, num_or_size_splits=3, axis=1) + + # Apply layer normalization + if self._layer_norm: + j = _norm(self._norm_gain, self._norm_shift, j, "transform") + f = _norm(self._norm_gain, self._norm_shift, f, "forget") + o = _norm(self._norm_gain, self._norm_shift, o, "output") + + # Diagonal connections + if self._use_peepholes: + w_f_diag = vs.get_variable( + "W_F_diag", shape=[self._num_units], dtype=dtype) + w_o_diag = vs.get_variable( + "W_O_diag", shape=[self._num_units], dtype=dtype) + + if self._use_peepholes: + f_act = sigmoid(f + self._forget_bias + w_f_diag * c_prev) + else: + f_act = sigmoid(f + self._forget_bias) + c = (f_act * c_prev + (1 - f_act) * self._activation(j)) + + # Apply layer normalization + if self._layer_norm: + c = _norm(self._norm_gain, self._norm_shift, c, "state") + + if self._use_peepholes: + m = sigmoid(o + w_o_diag * c) * self._activation(c) + else: + m = sigmoid(o) * self._activation(c) + + if self._num_proj is not None: + concat_w_proj = _get_concat_variable( + "W_P", [self._num_units, self._num_proj], + dtype, self._num_proj_shards) + + m = math_ops.matmul(m, concat_w_proj) + if self._proj_clip is not None: + # pylint: disable=invalid-unary-operand-type + m = clip_ops.clip_by_value(m, -self._proj_clip, self._proj_clip) + # pylint: enable=invalid-unary-operand-type + + new_state = (rnn_cell_impl.LSTMStateTuple(c, m) + if self._state_is_tuple else array_ops.concat([c, m], 1)) + return m, new_state + + +class TimeFreqLSTMCell(rnn_cell_impl.RNNCell): + """Time-Frequency Long short-term memory unit (LSTM) recurrent network cell. + This implementation is based on: + Tara N. Sainath and Bo Li + "Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures + for LVCSR Tasks." submitted to INTERSPEECH, 2016. + It uses peep-hole connections and optional cell clipping. + """ + + def __init__(self, num_units, use_peepholes=False, + cell_clip=None, initializer=None, + num_unit_shards=1, forget_bias=1.0, + feature_size=None, frequency_skip=None, + reuse=None): + """Initialize the parameters for an LSTM cell. + Args: + num_units: int, The number of units in the LSTM cell + use_peepholes: bool, set True to enable diagonal/peephole connections. + cell_clip: (optional) A float value, if provided the cell state is clipped + by this value prior to the cell output activation. + initializer: (optional) The initializer to use for the weight and + projection matrices. + num_unit_shards: int, How to split the weight matrix. If >1, the weight + matrix is stored across num_unit_shards. + forget_bias: float, Biases of the forget gate are initialized by default + to 1 in order to reduce the scale of forgetting at the beginning + of the training. + feature_size: int, The size of the input feature the LSTM spans over. + frequency_skip: int, The amount the LSTM filter is shifted by in + frequency. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(TimeFreqLSTMCell, self).__init__(_reuse=reuse) + self._num_units = num_units + self._use_peepholes = use_peepholes + self._cell_clip = cell_clip + self._initializer = initializer + self._num_unit_shards = num_unit_shards + self._forget_bias = forget_bias + self._feature_size = feature_size + self._frequency_skip = frequency_skip + self._state_size = 2 * num_units + self._output_size = num_units + self._reuse = reuse + + @property + def output_size(self): + return self._output_size + + @property + def state_size(self): + return self._state_size + + def call(self, inputs, state): + """Run one step of LSTM. + Args: + inputs: input Tensor, 2D, batch x num_units. + state: state Tensor, 2D, batch x state_size. + Returns: + A tuple containing: + - A 2D, batch x output_dim, Tensor representing the output of the LSTM + after reading "inputs" when previous state was "state". + Here output_dim is num_units. + - A 2D, batch x state_size, Tensor representing the new state of LSTM + after reading "inputs" when previous state was "state". + Raises: + ValueError: if an input_size was specified and the provided inputs have + a different dimension. + """ + sigmoid = math_ops.sigmoid + tanh = math_ops.tanh + + freq_inputs = self._make_tf_features(inputs) + dtype = inputs.dtype + actual_input_size = freq_inputs[0].get_shape().as_list()[1] + + concat_w = _get_concat_variable( + "W", [actual_input_size + 2*self._num_units, 4 * self._num_units], + dtype, self._num_unit_shards) + + b = vs.get_variable( + "B", + shape=[4 * self._num_units], + initializer=init_ops.zeros_initializer(), + dtype=dtype) + + # Diagonal connections + if self._use_peepholes: + w_f_diag = vs.get_variable( + "W_F_diag", shape=[self._num_units], dtype=dtype) + w_i_diag = vs.get_variable( + "W_I_diag", shape=[self._num_units], dtype=dtype) + w_o_diag = vs.get_variable( + "W_O_diag", shape=[self._num_units], dtype=dtype) + + # initialize the first freq state to be zero + m_prev_freq = array_ops.zeros([int(inputs.get_shape()[0]), + self._num_units], dtype) + for fq in range(len(freq_inputs)): + c_prev = array_ops.slice(state, [0, 2*fq*self._num_units], + [-1, self._num_units]) + m_prev = array_ops.slice(state, [0, (2*fq+1)*self._num_units], + [-1, self._num_units]) + # i = input_gate, j = new_input, f = forget_gate, o = output_gate + cell_inputs = array_ops.concat([freq_inputs[fq], m_prev, m_prev_freq], + 1) + lstm_matrix = nn_ops.bias_add(math_ops.matmul(cell_inputs, concat_w), b) + i, j, f, o = array_ops.split( + value=lstm_matrix, num_or_size_splits=4, axis=1) + + if self._use_peepholes: + c = (sigmoid(f + self._forget_bias + w_f_diag * c_prev) * c_prev + + sigmoid(i + w_i_diag * c_prev) * tanh(j)) + else: + c = (sigmoid(f + self._forget_bias) * c_prev + sigmoid(i) * tanh(j)) + + if self._cell_clip is not None: + # pylint: disable=invalid-unary-operand-type + c = clip_ops.clip_by_value(c, -self._cell_clip, self._cell_clip) + # pylint: enable=invalid-unary-operand-type + + if self._use_peepholes: + m = sigmoid(o + w_o_diag * c) * tanh(c) + else: + m = sigmoid(o) * tanh(c) + m_prev_freq = m + if fq == 0: + state_out = array_ops.concat([c, m], 1) + m_out = m + else: + state_out = array_ops.concat([state_out, c, m], 1) + m_out = array_ops.concat([m_out, m], 1) + return m_out, state_out + + def _make_tf_features(self, input_feat): + """Make the frequency features. + Args: + input_feat: input Tensor, 2D, batch x num_units. + Returns: + A list of frequency features, with each element containing: + - A 2D, batch x output_dim, Tensor representing the time-frequency feature + for that frequency index. Here output_dim is feature_size. + Raises: + ValueError: if input_size cannot be inferred from static shape inference. + """ + input_size = input_feat.get_shape().with_rank(2)[-1].value + if input_size is None: + raise ValueError("Cannot infer input_size from static shape inference.") + num_feats = int((input_size - self._feature_size) / ( + self._frequency_skip)) + 1 + freq_inputs = [] + for f in range(num_feats): + cur_input = array_ops.slice(input_feat, [0, f*self._frequency_skip], + [-1, self._feature_size]) + freq_inputs.append(cur_input) + return freq_inputs + + +class GridLSTMCell(rnn_cell_impl.RNNCell): + """Grid Long short-term memory unit (LSTM) recurrent network cell. + The default is based on: + Nal Kalchbrenner, Ivo Danihelka and Alex Graves + "Grid Long Short-Term Memory," Proc. ICLR 2016. + http://arxiv.org/abs/1507.01526 + When peephole connections are used, the implementation is based on: + Tara N. Sainath and Bo Li + "Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures + for LVCSR Tasks." submitted to INTERSPEECH, 2016. + The code uses optional peephole connections, shared_weights and cell clipping. + """ + + def __init__(self, num_units, use_peepholes=False, + share_time_frequency_weights=False, + cell_clip=None, initializer=None, + num_unit_shards=1, forget_bias=1.0, + feature_size=None, frequency_skip=None, + num_frequency_blocks=None, + start_freqindex_list=None, + end_freqindex_list=None, + couple_input_forget_gates=False, + state_is_tuple=True, + reuse=None): + """Initialize the parameters for an LSTM cell. + Args: + num_units: int, The number of units in the LSTM cell + use_peepholes: (optional) bool, default False. Set True to enable + diagonal/peephole connections. + share_time_frequency_weights: (optional) bool, default False. Set True to + enable shared cell weights between time and frequency LSTMs. + cell_clip: (optional) A float value, default None, if provided the cell + state is clipped by this value prior to the cell output activation. + initializer: (optional) The initializer to use for the weight and + projection matrices, default None. + num_unit_shards: (optional) int, default 1, How to split the weight + matrix. If > 1,the weight matrix is stored across num_unit_shards. + forget_bias: (optional) float, default 1.0, The initial bias of the + forget gates, used to reduce the scale of forgetting at the beginning + of the training. + feature_size: (optional) int, default None, The size of the input feature + the LSTM spans over. + frequency_skip: (optional) int, default None, The amount the LSTM filter + is shifted by in frequency. + num_frequency_blocks: [required] A list of frequency blocks needed to + cover the whole input feature splitting defined by start_freqindex_list + and end_freqindex_list. + start_freqindex_list: [optional], list of ints, default None, The + starting frequency index for each frequency block. + end_freqindex_list: [optional], list of ints, default None. The ending + frequency index for each frequency block. + couple_input_forget_gates: (optional) bool, default False, Whether to + couple the input and forget gates, i.e. f_gate = 1.0 - i_gate, to reduce + model parameters and computation cost. + state_is_tuple: If True, accepted and returned states are 2-tuples of + the `c_state` and `m_state`. By default (False), they are concatenated + along the column axis. This default behavior will soon be deprecated. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + Raises: + ValueError: if the num_frequency_blocks list is not specified + """ + super(GridLSTMCell, self).__init__(_reuse=reuse) + if not state_is_tuple: + logging.warn("%s: Using a concatenated state is slower and will soon be " + "deprecated. Use state_is_tuple=True.", self) + self._num_units = num_units + self._use_peepholes = use_peepholes + self._share_time_frequency_weights = share_time_frequency_weights + self._couple_input_forget_gates = couple_input_forget_gates + self._state_is_tuple = state_is_tuple + self._cell_clip = cell_clip + self._initializer = initializer + self._num_unit_shards = num_unit_shards + self._forget_bias = forget_bias + self._feature_size = feature_size + self._frequency_skip = frequency_skip + self._start_freqindex_list = start_freqindex_list + self._end_freqindex_list = end_freqindex_list + self._num_frequency_blocks = num_frequency_blocks + self._total_blocks = 0 + self._reuse = reuse + if self._num_frequency_blocks is None: + raise ValueError("Must specify num_frequency_blocks") + + for block_index in range(len(self._num_frequency_blocks)): + self._total_blocks += int(self._num_frequency_blocks[block_index]) + if state_is_tuple: + state_names = "" + for block_index in range(len(self._num_frequency_blocks)): + for freq_index in range(self._num_frequency_blocks[block_index]): + name_prefix = "state_f%02d_b%02d" % (freq_index, block_index) + state_names += ("%s_c, %s_m," % (name_prefix, name_prefix)) + self._state_tuple_type = collections.namedtuple( + "GridLSTMStateTuple", state_names.strip(",")) + self._state_size = self._state_tuple_type( + *([num_units, num_units] * self._total_blocks)) + else: + self._state_tuple_type = None + self._state_size = num_units * self._total_blocks * 2 + self._output_size = num_units * self._total_blocks * 2 + + @property + def output_size(self): + return self._output_size + + @property + def state_size(self): + return self._state_size + + @property + def state_tuple_type(self): + return self._state_tuple_type + + def call(self, inputs, state): + """Run one step of LSTM. + Args: + inputs: input Tensor, 2D, [batch, feature_size]. + state: Tensor or tuple of Tensors, 2D, [batch, state_size], depends on the + flag self._state_is_tuple. + Returns: + A tuple containing: + - A 2D, [batch, output_dim], Tensor representing the output of the LSTM + after reading "inputs" when previous state was "state". + Here output_dim is num_units. + - A 2D, [batch, state_size], Tensor representing the new state of LSTM + after reading "inputs" when previous state was "state". + Raises: + ValueError: if an input_size was specified and the provided inputs have + a different dimension. + """ + batch_size = inputs.shape[0].value or array_ops.shape(inputs)[0] + freq_inputs = self._make_tf_features(inputs) + m_out_lst = [] + state_out_lst = [] + for block in range(len(freq_inputs)): + m_out_lst_current, state_out_lst_current = self._compute( + freq_inputs[block], block, state, batch_size, + state_is_tuple=self._state_is_tuple) + m_out_lst.extend(m_out_lst_current) + state_out_lst.extend(state_out_lst_current) + if self._state_is_tuple: + state_out = self._state_tuple_type(*state_out_lst) + else: + state_out = array_ops.concat(state_out_lst, 1) + m_out = array_ops.concat(m_out_lst, 1) + return m_out, state_out + + def _compute(self, freq_inputs, block, state, batch_size, + state_prefix="state", + state_is_tuple=True): + """Run the actual computation of one step LSTM. + Args: + freq_inputs: list of Tensors, 2D, [batch, feature_size]. + block: int, current frequency block index to process. + state: Tensor or tuple of Tensors, 2D, [batch, state_size], it depends on + the flag state_is_tuple. + batch_size: int32, batch size. + state_prefix: (optional) string, name prefix for states, defaults to + "state". + state_is_tuple: boolean, indicates whether the state is a tuple or Tensor. + Returns: + A tuple, containing: + - A list of [batch, output_dim] Tensors, representing the output of the + LSTM given the inputs and state. + - A list of [batch, state_size] Tensors, representing the LSTM state + values given the inputs and previous state. + """ + sigmoid = math_ops.sigmoid + tanh = math_ops.tanh + num_gates = 3 if self._couple_input_forget_gates else 4 + dtype = freq_inputs[0].dtype + actual_input_size = freq_inputs[0].get_shape().as_list()[1] + + concat_w_f = _get_concat_variable( + "W_f_%d" % block, [actual_input_size + 2 * self._num_units, + num_gates * self._num_units], + dtype, self._num_unit_shards) + b_f = vs.get_variable( + "B_f_%d" % block, + shape=[num_gates * self._num_units], + initializer=init_ops.zeros_initializer(), + dtype=dtype) + if not self._share_time_frequency_weights: + concat_w_t = _get_concat_variable( + "W_t_%d" % block, [actual_input_size + 2 * self._num_units, + num_gates * self._num_units], + dtype, self._num_unit_shards) + b_t = vs.get_variable( + "B_t_%d" % block, + shape=[num_gates * self._num_units], + initializer=init_ops.zeros_initializer(), + dtype=dtype) + + if self._use_peepholes: + # Diagonal connections + if not self._couple_input_forget_gates: + w_f_diag_freqf = vs.get_variable( + "W_F_diag_freqf_%d" % block, shape=[self._num_units], dtype=dtype) + w_f_diag_freqt = vs.get_variable( + "W_F_diag_freqt_%d"% block, shape=[self._num_units], dtype=dtype) + w_i_diag_freqf = vs.get_variable( + "W_I_diag_freqf_%d" % block, shape=[self._num_units], dtype=dtype) + w_i_diag_freqt = vs.get_variable( + "W_I_diag_freqt_%d" % block, shape=[self._num_units], dtype=dtype) + w_o_diag_freqf = vs.get_variable( + "W_O_diag_freqf_%d" % block, shape=[self._num_units], dtype=dtype) + w_o_diag_freqt = vs.get_variable( + "W_O_diag_freqt_%d" % block, shape=[self._num_units], dtype=dtype) + if not self._share_time_frequency_weights: + if not self._couple_input_forget_gates: + w_f_diag_timef = vs.get_variable( + "W_F_diag_timef_%d" % block, shape=[self._num_units], dtype=dtype) + w_f_diag_timet = vs.get_variable( + "W_F_diag_timet_%d" % block, shape=[self._num_units], dtype=dtype) + w_i_diag_timef = vs.get_variable( + "W_I_diag_timef_%d" % block, shape=[self._num_units], dtype=dtype) + w_i_diag_timet = vs.get_variable( + "W_I_diag_timet_%d" % block, shape=[self._num_units], dtype=dtype) + w_o_diag_timef = vs.get_variable( + "W_O_diag_timef_%d" % block, shape=[self._num_units], dtype=dtype) + w_o_diag_timet = vs.get_variable( + "W_O_diag_timet_%d" % block, shape=[self._num_units], dtype=dtype) + + # initialize the first freq state to be zero + m_prev_freq = array_ops.zeros([batch_size, self._num_units], dtype) + c_prev_freq = array_ops.zeros([batch_size, self._num_units], dtype) + for freq_index in range(len(freq_inputs)): + if state_is_tuple: + name_prefix = "%s_f%02d_b%02d" % (state_prefix, freq_index, block) + c_prev_time = getattr(state, name_prefix + "_c") + m_prev_time = getattr(state, name_prefix + "_m") + else: + c_prev_time = array_ops.slice( + state, [0, 2 * freq_index * self._num_units], + [-1, self._num_units]) + m_prev_time = array_ops.slice( + state, [0, (2 * freq_index + 1) * self._num_units], + [-1, self._num_units]) + + # i = input_gate, j = new_input, f = forget_gate, o = output_gate + cell_inputs = array_ops.concat( + [freq_inputs[freq_index], m_prev_time, m_prev_freq], 1) + + # F-LSTM + lstm_matrix_freq = nn_ops.bias_add(math_ops.matmul(cell_inputs, + concat_w_f), b_f) + if self._couple_input_forget_gates: + i_freq, j_freq, o_freq = array_ops.split( + value=lstm_matrix_freq, num_or_size_splits=num_gates, axis=1) + f_freq = None + else: + i_freq, j_freq, f_freq, o_freq = array_ops.split( + value=lstm_matrix_freq, num_or_size_splits=num_gates, axis=1) + # T-LSTM + if self._share_time_frequency_weights: + i_time = i_freq + j_time = j_freq + f_time = f_freq + o_time = o_freq + else: + lstm_matrix_time = nn_ops.bias_add(math_ops.matmul(cell_inputs, + concat_w_t), b_t) + if self._couple_input_forget_gates: + i_time, j_time, o_time = array_ops.split( + value=lstm_matrix_time, num_or_size_splits=num_gates, axis=1) + f_time = None + else: + i_time, j_time, f_time, o_time = array_ops.split( + value=lstm_matrix_time, num_or_size_splits=num_gates, axis=1) + + # F-LSTM c_freq + # input gate activations + if self._use_peepholes: + i_freq_g = sigmoid(i_freq + + w_i_diag_freqf * c_prev_freq + + w_i_diag_freqt * c_prev_time) + else: + i_freq_g = sigmoid(i_freq) + # forget gate activations + if self._couple_input_forget_gates: + f_freq_g = 1.0 - i_freq_g + else: + if self._use_peepholes: + f_freq_g = sigmoid(f_freq + self._forget_bias + + w_f_diag_freqf * c_prev_freq + + w_f_diag_freqt * c_prev_time) + else: + f_freq_g = sigmoid(f_freq + self._forget_bias) + # cell state + c_freq = f_freq_g * c_prev_freq + i_freq_g * tanh(j_freq) + if self._cell_clip is not None: + # pylint: disable=invalid-unary-operand-type + c_freq = clip_ops.clip_by_value(c_freq, -self._cell_clip, + self._cell_clip) + # pylint: enable=invalid-unary-operand-type + + # T-LSTM c_freq + # input gate activations + if self._use_peepholes: + if self._share_time_frequency_weights: + i_time_g = sigmoid(i_time + + w_i_diag_freqf * c_prev_freq + + w_i_diag_freqt * c_prev_time) + else: + i_time_g = sigmoid(i_time + + w_i_diag_timef * c_prev_freq + + w_i_diag_timet * c_prev_time) + else: + i_time_g = sigmoid(i_time) + # forget gate activations + if self._couple_input_forget_gates: + f_time_g = 1.0 - i_time_g + else: + if self._use_peepholes: + if self._share_time_frequency_weights: + f_time_g = sigmoid(f_time + self._forget_bias + + w_f_diag_freqf * c_prev_freq + + w_f_diag_freqt * c_prev_time) + else: + f_time_g = sigmoid(f_time + self._forget_bias + + w_f_diag_timef * c_prev_freq + + w_f_diag_timet * c_prev_time) + else: + f_time_g = sigmoid(f_time + self._forget_bias) + # cell state + c_time = f_time_g * c_prev_time + i_time_g * tanh(j_time) + if self._cell_clip is not None: + # pylint: disable=invalid-unary-operand-type + c_time = clip_ops.clip_by_value(c_time, -self._cell_clip, + self._cell_clip) + # pylint: enable=invalid-unary-operand-type + + # F-LSTM m_freq + if self._use_peepholes: + m_freq = sigmoid(o_freq + + w_o_diag_freqf * c_freq + + w_o_diag_freqt * c_time) * tanh(c_freq) + else: + m_freq = sigmoid(o_freq) * tanh(c_freq) + + # T-LSTM m_time + if self._use_peepholes: + if self._share_time_frequency_weights: + m_time = sigmoid(o_time + + w_o_diag_freqf * c_freq + + w_o_diag_freqt * c_time) * tanh(c_time) + else: + m_time = sigmoid(o_time + + w_o_diag_timef * c_freq + + w_o_diag_timet * c_time) * tanh(c_time) + else: + m_time = sigmoid(o_time) * tanh(c_time) + + m_prev_freq = m_freq + c_prev_freq = c_freq + # Concatenate the outputs for T-LSTM and F-LSTM for each shift + if freq_index == 0: + state_out_lst = [c_time, m_time] + m_out_lst = [m_time, m_freq] + else: + state_out_lst.extend([c_time, m_time]) + m_out_lst.extend([m_time, m_freq]) + + return m_out_lst, state_out_lst + + def _make_tf_features(self, input_feat, slice_offset=0): + """Make the frequency features. + Args: + input_feat: input Tensor, 2D, [batch, num_units]. + slice_offset: (optional) Python int, default 0, the slicing offset is only + used for the backward processing in the BidirectionalGridLSTMCell. It + specifies a different starting point instead of always 0 to enable the + forward and backward processing look at different frequency blocks. + Returns: + A list of frequency features, with each element containing: + - A 2D, [batch, output_dim], Tensor representing the time-frequency + feature for that frequency index. Here output_dim is feature_size. + Raises: + ValueError: if input_size cannot be inferred from static shape inference. + """ + input_size = input_feat.get_shape().with_rank(2)[-1].value + if input_size is None: + raise ValueError("Cannot infer input_size from static shape inference.") + if slice_offset > 0: + # Padding to the end + inputs = array_ops.pad( + input_feat, array_ops.constant([0, 0, 0, slice_offset], shape=[2, 2], + dtype=dtypes.int32), + "CONSTANT") + elif slice_offset < 0: + # Padding to the front + inputs = array_ops.pad( + input_feat, array_ops.constant([0, 0, -slice_offset, 0], shape=[2, 2], + dtype=dtypes.int32), + "CONSTANT") + slice_offset = 0 + else: + inputs = input_feat + freq_inputs = [] + if not self._start_freqindex_list: + if len(self._num_frequency_blocks) != 1: + raise ValueError("Length of num_frequency_blocks" + " is not 1, but instead is %d", + len(self._num_frequency_blocks)) + num_feats = int((input_size - self._feature_size) / ( + self._frequency_skip)) + 1 + if num_feats != self._num_frequency_blocks[0]: + raise ValueError( + "Invalid num_frequency_blocks, requires %d but gets %d, please" + " check the input size and filter config are correct." % ( + self._num_frequency_blocks[0], num_feats)) + block_inputs = [] + for f in range(num_feats): + cur_input = array_ops.slice( + inputs, [0, slice_offset + f * self._frequency_skip], + [-1, self._feature_size]) + block_inputs.append(cur_input) + freq_inputs.append(block_inputs) + else: + if len(self._start_freqindex_list) != len(self._end_freqindex_list): + raise ValueError("Length of start and end freqindex_list" + " does not match %d %d", + len(self._start_freqindex_list), + len(self._end_freqindex_list)) + if len(self._num_frequency_blocks) != len(self._start_freqindex_list): + raise ValueError("Length of num_frequency_blocks" + " is not equal to start_freqindex_list %d %d", + len(self._num_frequency_blocks), + len(self._start_freqindex_list)) + for b in range(len(self._start_freqindex_list)): + start_index = self._start_freqindex_list[b] + end_index = self._end_freqindex_list[b] + cur_size = end_index - start_index + block_feats = int((cur_size - self._feature_size) / ( + self._frequency_skip)) + 1 + if block_feats != self._num_frequency_blocks[b]: + raise ValueError( + "Invalid num_frequency_blocks, requires %d but gets %d, please" + " check the input size and filter config are correct." % ( + self._num_frequency_blocks[b], block_feats)) + block_inputs = [] + for f in range(block_feats): + cur_input = array_ops.slice( + inputs, [0, start_index + slice_offset + f * + self._frequency_skip], + [-1, self._feature_size]) + block_inputs.append(cur_input) + freq_inputs.append(block_inputs) + return freq_inputs + + +class BidirectionalGridLSTMCell(GridLSTMCell): + """Bidirectional GridLstm cell. + The bidirection connection is only used in the frequency direction, which + hence doesn't affect the time direction's real-time processing that is + required for online recognition systems. + The current implementation uses different weights for the two directions. + """ + + def __init__(self, num_units, use_peepholes=False, + share_time_frequency_weights=False, + cell_clip=None, initializer=None, + num_unit_shards=1, forget_bias=1.0, + feature_size=None, frequency_skip=None, + num_frequency_blocks=None, + start_freqindex_list=None, + end_freqindex_list=None, + couple_input_forget_gates=False, + backward_slice_offset=0, + reuse=None): + """Initialize the parameters for an LSTM cell. + Args: + num_units: int, The number of units in the LSTM cell + use_peepholes: (optional) bool, default False. Set True to enable + diagonal/peephole connections. + share_time_frequency_weights: (optional) bool, default False. Set True to + enable shared cell weights between time and frequency LSTMs. + cell_clip: (optional) A float value, default None, if provided the cell + state is clipped by this value prior to the cell output activation. + initializer: (optional) The initializer to use for the weight and + projection matrices, default None. + num_unit_shards: (optional) int, default 1, How to split the weight + matrix. If > 1,the weight matrix is stored across num_unit_shards. + forget_bias: (optional) float, default 1.0, The initial bias of the + forget gates, used to reduce the scale of forgetting at the beginning + of the training. + feature_size: (optional) int, default None, The size of the input feature + the LSTM spans over. + frequency_skip: (optional) int, default None, The amount the LSTM filter + is shifted by in frequency. + num_frequency_blocks: [required] A list of frequency blocks needed to + cover the whole input feature splitting defined by start_freqindex_list + and end_freqindex_list. + start_freqindex_list: [optional], list of ints, default None, The + starting frequency index for each frequency block. + end_freqindex_list: [optional], list of ints, default None. The ending + frequency index for each frequency block. + couple_input_forget_gates: (optional) bool, default False, Whether to + couple the input and forget gates, i.e. f_gate = 1.0 - i_gate, to reduce + model parameters and computation cost. + backward_slice_offset: (optional) int32, default 0, the starting offset to + slice the feature for backward processing. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(BidirectionalGridLSTMCell, self).__init__( + num_units, use_peepholes, share_time_frequency_weights, cell_clip, + initializer, num_unit_shards, forget_bias, feature_size, frequency_skip, + num_frequency_blocks, start_freqindex_list, end_freqindex_list, + couple_input_forget_gates, True, reuse) + self._backward_slice_offset = int(backward_slice_offset) + state_names = "" + for direction in ["fwd", "bwd"]: + for block_index in range(len(self._num_frequency_blocks)): + for freq_index in range(self._num_frequency_blocks[block_index]): + name_prefix = "%s_state_f%02d_b%02d" % (direction, freq_index, + block_index) + state_names += ("%s_c, %s_m," % (name_prefix, name_prefix)) + self._state_tuple_type = collections.namedtuple( + "BidirectionalGridLSTMStateTuple", state_names.strip(",")) + self._state_size = self._state_tuple_type( + *([num_units, num_units] * self._total_blocks * 2)) + self._output_size = 2 * num_units * self._total_blocks * 2 + + def call(self, inputs, state): + """Run one step of LSTM. + Args: + inputs: input Tensor, 2D, [batch, num_units]. + state: tuple of Tensors, 2D, [batch, state_size]. + Returns: + A tuple containing: + - A 2D, [batch, output_dim], Tensor representing the output of the LSTM + after reading "inputs" when previous state was "state". + Here output_dim is num_units. + - A 2D, [batch, state_size], Tensor representing the new state of LSTM + after reading "inputs" when previous state was "state". + Raises: + ValueError: if an input_size was specified and the provided inputs have + a different dimension. + """ + batch_size = inputs.shape[0].value or array_ops.shape(inputs)[0] + fwd_inputs = self._make_tf_features(inputs) + if self._backward_slice_offset: + bwd_inputs = self._make_tf_features(inputs, self._backward_slice_offset) + else: + bwd_inputs = fwd_inputs + + # Forward processing + with vs.variable_scope("fwd"): + fwd_m_out_lst = [] + fwd_state_out_lst = [] + for block in range(len(fwd_inputs)): + fwd_m_out_lst_current, fwd_state_out_lst_current = self._compute( + fwd_inputs[block], block, state, batch_size, + state_prefix="fwd_state", state_is_tuple=True) + fwd_m_out_lst.extend(fwd_m_out_lst_current) + fwd_state_out_lst.extend(fwd_state_out_lst_current) + # Backward processing + bwd_m_out_lst = [] + bwd_state_out_lst = [] + with vs.variable_scope("bwd"): + for block in range(len(bwd_inputs)): + # Reverse the blocks + bwd_inputs_reverse = bwd_inputs[block][::-1] + bwd_m_out_lst_current, bwd_state_out_lst_current = self._compute( + bwd_inputs_reverse, block, state, batch_size, + state_prefix="bwd_state", state_is_tuple=True) + bwd_m_out_lst.extend(bwd_m_out_lst_current) + bwd_state_out_lst.extend(bwd_state_out_lst_current) + state_out = self._state_tuple_type(*(fwd_state_out_lst + bwd_state_out_lst)) + # Outputs are always concated as it is never used separately. + m_out = array_ops.concat(fwd_m_out_lst + bwd_m_out_lst, 1) + return m_out, state_out + + +# pylint: disable=protected-access +_Linear = core_rnn_cell._Linear # pylint: disable=invalid-name +# pylint: enable=protected-access + + +class AttentionCellWrapper(rnn_cell_impl.RNNCell): + """Basic attention cell wrapper. + Implementation based on https://arxiv.org/abs/1409.0473. + """ + + def __init__(self, cell, attn_length, attn_size=None, attn_vec_size=None, + input_size=None, state_is_tuple=True, reuse=None): + """Create a cell with attention. + Args: + cell: an RNNCell, an attention is added to it. + attn_length: integer, the size of an attention window. + attn_size: integer, the size of an attention vector. Equal to + cell.output_size by default. + attn_vec_size: integer, the number of convolutional features calculated + on attention state and a size of the hidden layer built from + base cell state. Equal attn_size to by default. + input_size: integer, the size of a hidden linear layer, + built from inputs and attention. Derived from the input tensor + by default. + state_is_tuple: If True, accepted and returned states are n-tuples, where + `n = len(cells)`. By default (False), the states are all + concatenated along the column axis. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + Raises: + TypeError: if cell is not an RNNCell. + ValueError: if cell returns a state tuple but the flag + `state_is_tuple` is `False` or if attn_length is zero or less. + """ + super(AttentionCellWrapper, self).__init__(_reuse=reuse) + if not rnn_cell_impl._like_rnncell(cell): # pylint: disable=protected-access + raise TypeError("The parameter cell is not RNNCell.") + if nest.is_sequence(cell.state_size) and not state_is_tuple: + raise ValueError("Cell returns tuple of states, but the flag " + "state_is_tuple is not set. State size is: %s" + % str(cell.state_size)) + if attn_length <= 0: + raise ValueError("attn_length should be greater than zero, got %s" + % str(attn_length)) + if not state_is_tuple: + logging.warn( + "%s: Using a concatenated state is slower and will soon be " + "deprecated. Use state_is_tuple=True.", self) + if attn_size is None: + attn_size = cell.output_size + if attn_vec_size is None: + attn_vec_size = attn_size + self._state_is_tuple = state_is_tuple + self._cell = cell + self._attn_vec_size = attn_vec_size + self._input_size = input_size + self._attn_size = attn_size + self._attn_length = attn_length + self._reuse = reuse + self._linear1 = None + self._linear2 = None + self._linear3 = None + + @property + def state_size(self): + size = (self._cell.state_size, self._attn_size, + self._attn_size * self._attn_length) + if self._state_is_tuple: + return size + else: + return sum(list(size)) + + @property + def output_size(self): + return self._attn_size + + def call(self, inputs, state): + """Long short-term memory cell with attention (LSTMA).""" + if self._state_is_tuple: + state, attns, attn_states = state + else: + states = state + state = array_ops.slice(states, [0, 0], [-1, self._cell.state_size]) + attns = array_ops.slice( + states, [0, self._cell.state_size], [-1, self._attn_size]) + attn_states = array_ops.slice( + states, [0, self._cell.state_size + self._attn_size], + [-1, self._attn_size * self._attn_length]) + attn_states = array_ops.reshape(attn_states, + [-1, self._attn_length, self._attn_size]) + input_size = self._input_size + if input_size is None: + input_size = inputs.get_shape().as_list()[1] + if self._linear1 is None: + self._linear1 = _Linear([inputs, attns], input_size, True) + inputs = self._linear1([inputs, attns]) + cell_output, new_state = self._cell(inputs, state) + if self._state_is_tuple: + new_state_cat = array_ops.concat(nest.flatten(new_state), 1) + else: + new_state_cat = new_state + new_attns, new_attn_states = self._attention(new_state_cat, attn_states) + with vs.variable_scope("attn_output_projection"): + if self._linear2 is None: + self._linear2 = _Linear([cell_output, new_attns], self._attn_size, True) + output = self._linear2([cell_output, new_attns]) + new_attn_states = array_ops.concat( + [new_attn_states, array_ops.expand_dims(output, 1)], 1) + new_attn_states = array_ops.reshape( + new_attn_states, [-1, self._attn_length * self._attn_size]) + new_state = (new_state, new_attns, new_attn_states) + if not self._state_is_tuple: + new_state = array_ops.concat(list(new_state), 1) + return output, new_state + + def _attention(self, query, attn_states): + conv2d = nn_ops.conv2d + reduce_sum = math_ops.reduce_sum + softmax = nn_ops.softmax + tanh = math_ops.tanh + + with vs.variable_scope("attention"): + k = vs.get_variable( + "attn_w", [1, 1, self._attn_size, self._attn_vec_size]) + v = vs.get_variable("attn_v", [self._attn_vec_size]) + hidden = array_ops.reshape(attn_states, + [-1, self._attn_length, 1, self._attn_size]) + hidden_features = conv2d(hidden, k, [1, 1, 1, 1], "SAME") + if self._linear3 is None: + self._linear3 = _Linear(query, self._attn_vec_size, True) + y = self._linear3(query) + y = array_ops.reshape(y, [-1, 1, 1, self._attn_vec_size]) + s = reduce_sum(v * tanh(hidden_features + y), [2, 3]) + a = softmax(s) + d = reduce_sum( + array_ops.reshape(a, [-1, self._attn_length, 1, 1]) * hidden, [1, 2]) + new_attns = array_ops.reshape(d, [-1, self._attn_size]) + new_attn_states = array_ops.slice(attn_states, [0, 1, 0], [-1, -1, -1]) + return new_attns, new_attn_states + + +class HighwayWrapper(rnn_cell_impl.RNNCell): + """RNNCell wrapper that adds highway connection on cell input and output. + Based on: + R. K. Srivastava, K. Greff, and J. Schmidhuber, "Highway networks", + arXiv preprint arXiv:1505.00387, 2015. + https://arxiv.org/abs/1505.00387 + """ + + def __init__(self, cell, + couple_carry_transform_gates=True, + carry_bias_init=1.0): + """Constructs a `HighwayWrapper` for `cell`. + Args: + cell: An instance of `RNNCell`. + couple_carry_transform_gates: boolean, should the Carry and Transform gate + be coupled. + carry_bias_init: float, carry gates bias initialization. + """ + self._cell = cell + self._couple_carry_transform_gates = couple_carry_transform_gates + self._carry_bias_init = carry_bias_init + + @property + def state_size(self): + return self._cell.state_size + + @property + def output_size(self): + return self._cell.output_size + + def zero_state(self, batch_size, dtype): + with ops.name_scope(type(self).__name__ + "ZeroState", values=[batch_size]): + return self._cell.zero_state(batch_size, dtype) + + def _highway(self, inp, out): + input_size = inp.get_shape().with_rank(2)[1].value + carry_weight = vs.get_variable("carry_w", [input_size, input_size]) + carry_bias = vs.get_variable( + "carry_b", [input_size], + initializer=init_ops.constant_initializer( + self._carry_bias_init)) + carry = math_ops.sigmoid(nn_ops.xw_plus_b(inp, carry_weight, carry_bias)) + if self._couple_carry_transform_gates: + transform = 1 - carry + else: + transform_weight = vs.get_variable("transform_w", + [input_size, input_size]) + transform_bias = vs.get_variable( + "transform_b", [input_size], + initializer=init_ops.constant_initializer( + -self._carry_bias_init)) + transform = math_ops.sigmoid(nn_ops.xw_plus_b(inp, + transform_weight, + transform_bias)) + return inp * carry + out * transform + + def __call__(self, inputs, state, scope=None): + """Run the cell and add its inputs to its outputs. + Args: + inputs: cell inputs. + state: cell state. + scope: optional cell scope. + Returns: + Tuple of cell outputs and new state. + Raises: + TypeError: If cell inputs and outputs have different structure (type). + ValueError: If cell inputs and outputs have different structure (value). + """ + outputs, new_state = self._cell(inputs, state, scope=scope) + nest.assert_same_structure(inputs, outputs) + # Ensure shapes match + def assert_shape_match(inp, out): + inp.get_shape().assert_is_compatible_with(out.get_shape()) + nest.map_structure(assert_shape_match, inputs, outputs) + res_outputs = nest.map_structure(self._highway, inputs, outputs) + return (res_outputs, new_state) + + +class LayerNormBasicLSTMCell(rnn_cell_impl.RNNCell): + """LSTM unit with layer normalization and recurrent dropout. + This class adds layer normalization and recurrent dropout to a + basic LSTM unit. Layer normalization implementation is based on: + https://arxiv.org/abs/1607.06450. + "Layer Normalization" + Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton + and is applied before the internal nonlinearities. + Recurrent dropout is base on: + https://arxiv.org/abs/1603.05118 + "Recurrent Dropout without Memory Loss" + Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth. + """ + + def __init__(self, num_units, forget_bias=1.0, + input_size=None, activation=math_ops.tanh, + layer_norm=True, norm_gain=1.0, norm_shift=0.0, + dropout_keep_prob=1.0, dropout_prob_seed=None, + reuse=None): + """Initializes the basic LSTM cell. + Args: + num_units: int, The number of units in the LSTM cell. + forget_bias: float, The bias added to forget gates (see above). + input_size: Deprecated and unused. + activation: Activation function of the inner states. + layer_norm: If `True`, layer normalization will be applied. + norm_gain: float, The layer normalization gain initial value. If + `layer_norm` has been set to `False`, this argument will be ignored. + norm_shift: float, The layer normalization shift initial value. If + `layer_norm` has been set to `False`, this argument will be ignored. + dropout_keep_prob: unit Tensor or float between 0 and 1 representing the + recurrent dropout probability value. If float and 1.0, no dropout will + be applied. + dropout_prob_seed: (optional) integer, the randomness seed. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(LayerNormBasicLSTMCell, self).__init__(_reuse=reuse) + + if input_size is not None: + logging.warn("%s: The input_size parameter is deprecated.", self) + + self._num_units = num_units + self._activation = activation + self._forget_bias = forget_bias + self._keep_prob = dropout_keep_prob + self._seed = dropout_prob_seed + self._layer_norm = layer_norm + self._norm_gain = norm_gain + self._norm_shift = norm_shift + self._reuse = reuse + + @property + def state_size(self): + return rnn_cell_impl.LSTMStateTuple(self._num_units, self._num_units) + + @property + def output_size(self): + return self._num_units + + def _norm(self, inp, scope, dtype=dtypes.float32): + shape = inp.get_shape()[-1:] + gamma_init = init_ops.constant_initializer(self._norm_gain) + beta_init = init_ops.constant_initializer(self._norm_shift) + with vs.variable_scope(scope): + # Initialize beta and gamma for use by layer_norm. + vs.get_variable("gamma", shape=shape, initializer=gamma_init, dtype=dtype) + vs.get_variable("beta", shape=shape, initializer=beta_init, dtype=dtype) + normalized = layers.layer_norm(inp, reuse=True, scope=scope) + return normalized + + def _linear(self, args): + out_size = 4 * self._num_units + proj_size = args.get_shape()[-1] + dtype = args.dtype + weights = vs.get_variable("kernel", [proj_size, out_size], dtype=dtype) + out = math_ops.matmul(args, weights) + if not self._layer_norm: + bias = vs.get_variable("bias", [out_size], dtype=dtype) + out = nn_ops.bias_add(out, bias) + return out + + def call(self, inputs, state): + """LSTM cell with layer normalization and recurrent dropout.""" + c, h = state + args = array_ops.concat([inputs, h], 1) + concat = self._linear(args) + dtype = args.dtype + + i, j, f, o = array_ops.split(value=concat, num_or_size_splits=4, axis=1) + if self._layer_norm: + i = self._norm(i, "input", dtype=dtype) + j = self._norm(j, "transform", dtype=dtype) + f = self._norm(f, "forget", dtype=dtype) + o = self._norm(o, "output", dtype=dtype) + + g = self._activation(j) + if (not isinstance(self._keep_prob, float)) or self._keep_prob < 1: + g = nn_ops.dropout(g, self._keep_prob, seed=self._seed) + + new_c = (c * math_ops.sigmoid(f + self._forget_bias) + + math_ops.sigmoid(i) * g) + if self._layer_norm: + new_c = self._norm(new_c, "state", dtype=dtype) + new_h = self._activation(new_c) * math_ops.sigmoid(o) + + new_state = rnn_cell_impl.LSTMStateTuple(new_c, new_h) + return new_h, new_state + + +class NASCell(rnn_cell_impl.RNNCell): + """Neural Architecture Search (NAS) recurrent network cell. + This implements the recurrent cell from the paper: + https://arxiv.org/abs/1611.01578 + Barret Zoph and Quoc V. Le. + "Neural Architecture Search with Reinforcement Learning" Proc. ICLR 2017. + The class uses an optional projection layer. + """ + + def __init__(self, num_units, num_proj=None, + use_biases=False, reuse=None): + """Initialize the parameters for a NAS cell. + Args: + num_units: int, The number of units in the NAS cell + num_proj: (optional) int, The output dimensionality for the projection + matrices. If None, no projection is performed. + use_biases: (optional) bool, If True then use biases within the cell. This + is False by default. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(NASCell, self).__init__(_reuse=reuse) + self._num_units = num_units + self._num_proj = num_proj + self._use_biases = use_biases + self._reuse = reuse + + if num_proj is not None: + self._state_size = rnn_cell_impl.LSTMStateTuple(num_units, num_proj) + self._output_size = num_proj + else: + self._state_size = rnn_cell_impl.LSTMStateTuple(num_units, num_units) + self._output_size = num_units + + @property + def state_size(self): + return self._state_size + + @property + def output_size(self): + return self._output_size + + def call(self, inputs, state): + """Run one step of NAS Cell. + Args: + inputs: input Tensor, 2D, batch x num_units. + state: This must be a tuple of state Tensors, both `2-D`, with column + sizes `c_state` and `m_state`. + Returns: + A tuple containing: + - A `2-D, [batch x output_dim]`, Tensor representing the output of the + NAS Cell after reading `inputs` when previous state was `state`. + Here output_dim is: + num_proj if num_proj was set, + num_units otherwise. + - Tensor(s) representing the new state of NAS Cell after reading `inputs` + when the previous state was `state`. Same type and shape(s) as `state`. + Raises: + ValueError: If input size cannot be inferred from inputs via + static shape inference. + """ + sigmoid = math_ops.sigmoid + tanh = math_ops.tanh + relu = nn_ops.relu + + num_proj = self._num_units if self._num_proj is None else self._num_proj + + (c_prev, m_prev) = state + + dtype = inputs.dtype + input_size = inputs.get_shape().with_rank(2)[1] + if input_size.value is None: + raise ValueError("Could not infer input size from inputs.get_shape()[-1]") + # Variables for the NAS cell. W_m is all matrices multiplying the + # hiddenstate and W_inputs is all matrices multiplying the inputs. + concat_w_m = vs.get_variable( + "recurrent_kernel", [num_proj, 8 * self._num_units], + dtype) + concat_w_inputs = vs.get_variable( + "kernel", [input_size.value, 8 * self._num_units], + dtype) + + m_matrix = math_ops.matmul(m_prev, concat_w_m) + inputs_matrix = math_ops.matmul(inputs, concat_w_inputs) + + if self._use_biases: + b = vs.get_variable( + "bias", + shape=[8 * self._num_units], + initializer=init_ops.zeros_initializer(), + dtype=dtype) + m_matrix = nn_ops.bias_add(m_matrix, b) + + # The NAS cell branches into 8 different splits for both the hiddenstate + # and the input + m_matrix_splits = array_ops.split(axis=1, num_or_size_splits=8, + value=m_matrix) + inputs_matrix_splits = array_ops.split(axis=1, num_or_size_splits=8, + value=inputs_matrix) + + # First layer + layer1_0 = sigmoid(inputs_matrix_splits[0] + m_matrix_splits[0]) + layer1_1 = relu(inputs_matrix_splits[1] + m_matrix_splits[1]) + layer1_2 = sigmoid(inputs_matrix_splits[2] + m_matrix_splits[2]) + layer1_3 = relu(inputs_matrix_splits[3] * m_matrix_splits[3]) + layer1_4 = tanh(inputs_matrix_splits[4] + m_matrix_splits[4]) + layer1_5 = sigmoid(inputs_matrix_splits[5] + m_matrix_splits[5]) + layer1_6 = tanh(inputs_matrix_splits[6] + m_matrix_splits[6]) + layer1_7 = sigmoid(inputs_matrix_splits[7] + m_matrix_splits[7]) + + # Second layer + l2_0 = tanh(layer1_0 * layer1_1) + l2_1 = tanh(layer1_2 + layer1_3) + l2_2 = tanh(layer1_4 * layer1_5) + l2_3 = sigmoid(layer1_6 + layer1_7) + + # Inject the cell + l2_0 = tanh(l2_0 + c_prev) + + # Third layer + l3_0_pre = l2_0 * l2_1 + new_c = l3_0_pre # create new cell + l3_0 = l3_0_pre + l3_1 = tanh(l2_2 + l2_3) + + # Final layer + new_m = tanh(l3_0 * l3_1) + + # Projection layer if specified + if self._num_proj is not None: + concat_w_proj = vs.get_variable( + "projection_weights", [self._num_units, self._num_proj], + dtype) + new_m = math_ops.matmul(new_m, concat_w_proj) + + new_state = rnn_cell_impl.LSTMStateTuple(new_c, new_m) + return new_m, new_state + + +class UGRNNCell(rnn_cell_impl.RNNCell): + """Update Gate Recurrent Neural Network (UGRNN) cell. + Compromise between a LSTM/GRU and a vanilla RNN. There is only one + gate, and that is to determine whether the unit should be + integrating or computing instantaneously. This is the recurrent + idea of the feedforward Highway Network. + This implements the recurrent cell from the paper: + https://arxiv.org/abs/1611.09913 + Jasmine Collins, Jascha Sohl-Dickstein, and David Sussillo. + "Capacity and Trainability in Recurrent Neural Networks" Proc. ICLR 2017. + """ + + def __init__(self, num_units, initializer=None, forget_bias=1.0, + activation=math_ops.tanh, reuse=None): + """Initialize the parameters for an UGRNN cell. + Args: + num_units: int, The number of units in the UGRNN cell + initializer: (optional) The initializer to use for the weight matrices. + forget_bias: (optional) float, default 1.0, The initial bias of the + forget gate, used to reduce the scale of forgetting at the beginning + of the training. + activation: (optional) Activation function of the inner states. + Default is `tf.tanh`. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(UGRNNCell, self).__init__(_reuse=reuse) + self._num_units = num_units + self._initializer = initializer + self._forget_bias = forget_bias + self._activation = activation + self._reuse = reuse + self._linear = None + + @property + def state_size(self): + return self._num_units + + @property + def output_size(self): + return self._num_units + + def call(self, inputs, state): + """Run one step of UGRNN. + Args: + inputs: input Tensor, 2D, batch x input size. + state: state Tensor, 2D, batch x num units. + Returns: + new_output: batch x num units, Tensor representing the output of the UGRNN + after reading `inputs` when previous state was `state`. Identical to + `new_state`. + new_state: batch x num units, Tensor representing the state of the UGRNN + after reading `inputs` when previous state was `state`. + Raises: + ValueError: If input size cannot be inferred from inputs via + static shape inference. + """ + sigmoid = math_ops.sigmoid + + input_size = inputs.get_shape().with_rank(2)[1] + if input_size.value is None: + raise ValueError("Could not infer input size from inputs.get_shape()[-1]") + + with vs.variable_scope(vs.get_variable_scope(), + initializer=self._initializer): + cell_inputs = array_ops.concat([inputs, state], 1) + if self._linear is None: + self._linear = _Linear(cell_inputs, 2 * self._num_units, True) + rnn_matrix = self._linear(cell_inputs) + + [g_act, c_act] = array_ops.split( + axis=1, num_or_size_splits=2, value=rnn_matrix) + + c = self._activation(c_act) + g = sigmoid(g_act + self._forget_bias) + new_state = g * state + (1.0 - g) * c + new_output = new_state + + return new_output, new_state + + +class IntersectionRNNCell(rnn_cell_impl.RNNCell): + """Intersection Recurrent Neural Network (+RNN) cell. + Architecture with coupled recurrent gate as well as coupled depth + gate, designed to improve information flow through stacked RNNs. As the + architecture uses depth gating, the dimensionality of the depth + output (y) also should not change through depth (input size == output size). + To achieve this, the first layer of a stacked Intersection RNN projects + the inputs to N (num units) dimensions. Therefore when initializing an + IntersectionRNNCell, one should set `num_in_proj = N` for the first layer + and use default settings for subsequent layers. + This implements the recurrent cell from the paper: + https://arxiv.org/abs/1611.09913 + Jasmine Collins, Jascha Sohl-Dickstein, and David Sussillo. + "Capacity and Trainability in Recurrent Neural Networks" Proc. ICLR 2017. + The Intersection RNN is built for use in deeply stacked + RNNs so it may not achieve best performance with depth 1. + """ + + def __init__(self, num_units, num_in_proj=None, + initializer=None, forget_bias=1.0, + y_activation=nn_ops.relu, reuse=None): + """Initialize the parameters for an +RNN cell. + Args: + num_units: int, The number of units in the +RNN cell + num_in_proj: (optional) int, The input dimensionality for the RNN. + If creating the first layer of an +RNN, this should be set to + `num_units`. Otherwise, this should be set to `None` (default). + If `None`, dimensionality of `inputs` should be equal to `num_units`, + otherwise ValueError is thrown. + initializer: (optional) The initializer to use for the weight matrices. + forget_bias: (optional) float, default 1.0, The initial bias of the + forget gates, used to reduce the scale of forgetting at the beginning + of the training. + y_activation: (optional) Activation function of the states passed + through depth. Default is 'tf.nn.relu`. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(IntersectionRNNCell, self).__init__(_reuse=reuse) + self._num_units = num_units + self._initializer = initializer + self._forget_bias = forget_bias + self._num_input_proj = num_in_proj + self._y_activation = y_activation + self._reuse = reuse + self._linear1 = None + self._linear2 = None + + @property + def state_size(self): + return self._num_units + + @property + def output_size(self): + return self._num_units + + def call(self, inputs, state): + """Run one step of the Intersection RNN. + Args: + inputs: input Tensor, 2D, batch x input size. + state: state Tensor, 2D, batch x num units. + Returns: + new_y: batch x num units, Tensor representing the output of the +RNN + after reading `inputs` when previous state was `state`. + new_state: batch x num units, Tensor representing the state of the +RNN + after reading `inputs` when previous state was `state`. + Raises: + ValueError: If input size cannot be inferred from `inputs` via + static shape inference. + ValueError: If input size != output size (these must be equal when + using the Intersection RNN). + """ + sigmoid = math_ops.sigmoid + tanh = math_ops.tanh + + input_size = inputs.get_shape().with_rank(2)[1] + if input_size.value is None: + raise ValueError("Could not infer input size from inputs.get_shape()[-1]") + + with vs.variable_scope(vs.get_variable_scope(), + initializer=self._initializer): + # read-in projections (should be used for first layer in deep +RNN + # to transform size of inputs from I --> N) + if input_size.value != self._num_units: + if self._num_input_proj: + with vs.variable_scope("in_projection"): + if self._linear1 is None: + self._linear1 = _Linear(inputs, self._num_units, True) + inputs = self._linear1(inputs) + else: + raise ValueError("Must have input size == output size for " + "Intersection RNN. To fix, num_in_proj should " + "be set to num_units at cell init.") + + n_dim = i_dim = self._num_units + cell_inputs = array_ops.concat([inputs, state], 1) + if self._linear2 is None: + self._linear2 = _Linear(cell_inputs, 2*n_dim + 2*i_dim, True) + rnn_matrix = self._linear2(cell_inputs) + + gh_act = rnn_matrix[:, :n_dim] # b x n + h_act = rnn_matrix[:, n_dim:2*n_dim] # b x n + gy_act = rnn_matrix[:, 2*n_dim:2*n_dim+i_dim] # b x i + y_act = rnn_matrix[:, 2*n_dim+i_dim:2*n_dim+2*i_dim] # b x i + + h = tanh(h_act) + y = self._y_activation(y_act) + gh = sigmoid(gh_act + self._forget_bias) + gy = sigmoid(gy_act + self._forget_bias) + + new_state = gh * state + (1.0 - gh) * h # passed thru time + new_y = gy * inputs + (1.0 - gy) * y # passed thru depth + + return new_y, new_state + + +_REGISTERED_OPS = None + + +class CompiledWrapper(rnn_cell_impl.RNNCell): + """Wraps step execution in an XLA JIT scope.""" + + def __init__(self, cell, compile_stateful=False): + """Create CompiledWrapper cell. + Args: + cell: Instance of `RNNCell`. + compile_stateful: Whether to compile stateful ops like initializers + and random number generators (default: False). + """ + self._cell = cell + self._compile_stateful = compile_stateful + + @property + def state_size(self): + return self._cell.state_size + + @property + def output_size(self): + return self._cell.output_size + + def zero_state(self, batch_size, dtype): + with ops.name_scope(type(self).__name__ + "ZeroState", values=[batch_size]): + return self._cell.zero_state(batch_size, dtype) + + def __call__(self, inputs, state, scope=None): + if self._compile_stateful: + compile_ops = True + else: + def compile_ops(node_def): + global _REGISTERED_OPS + if _REGISTERED_OPS is None: + _REGISTERED_OPS = op_def_registry.get_registered_ops() + return not _REGISTERED_OPS[node_def.op].is_stateful + + with jit.experimental_jit_scope(compile_ops=compile_ops): + return self._cell(inputs, state, scope=scope) + + +def _random_exp_initializer(minval, + maxval, + seed=None, + dtype=dtypes.float32): + """Returns an exponential distribution initializer. + Args: + minval: float or a scalar float Tensor. With value > 0. Lower bound of the + range of random values to generate. + maxval: float or a scalar float Tensor. With value > minval. Upper bound of + the range of random values to generate. + seed: An integer. Used to create random seeds. + dtype: The data type. + Returns: + An initializer that generates tensors with an exponential distribution. + """ + + def _initializer(shape, dtype=dtype, partition_info=None): + del partition_info # Unused. + return math_ops.exp( + random_ops.random_uniform( + shape, + math_ops.log(minval), + math_ops.log(maxval), + dtype, + seed=seed)) + + return _initializer + + +class PhasedLSTMCell(rnn_cell_impl.RNNCell): + """Phased LSTM recurrent network cell. + https://arxiv.org/pdf/1610.09513v1.pdf + """ + + def __init__(self, + num_units, + use_peepholes=False, + leak=0.001, + ratio_on=0.1, + trainable_ratio_on=True, + period_init_min=1.0, + period_init_max=1000.0, + reuse=None): + """Initialize the Phased LSTM cell. + Args: + num_units: int, The number of units in the Phased LSTM cell. + use_peepholes: bool, set True to enable peephole connections. + leak: float or scalar float Tensor with value in [0, 1]. Leak applied + during training. + ratio_on: float or scalar float Tensor with value in [0, 1]. Ratio of the + period during which the gates are open. + trainable_ratio_on: bool, weather ratio_on is trainable. + period_init_min: float or scalar float Tensor. With value > 0. + Minimum value of the initialized period. + The period values are initialized by drawing from the distribution: + e^U(log(period_init_min), log(period_init_max)) + Where U(.,.) is the uniform distribution. + period_init_max: float or scalar float Tensor. + With value > period_init_min. Maximum value of the initialized period. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + """ + super(PhasedLSTMCell, self).__init__(_reuse=reuse) + self._num_units = num_units + self._use_peepholes = use_peepholes + self._leak = leak + self._ratio_on = ratio_on + self._trainable_ratio_on = trainable_ratio_on + self._period_init_min = period_init_min + self._period_init_max = period_init_max + self._reuse = reuse + self._linear1 = None + self._linear2 = None + self._linear3 = None + + @property + def state_size(self): + return rnn_cell_impl.LSTMStateTuple(self._num_units, self._num_units) + + @property + def output_size(self): + return self._num_units + + def _mod(self, x, y): + """Modulo function that propagates x gradients.""" + return array_ops.stop_gradient(math_ops.mod(x, y) - x) + x + + def _get_cycle_ratio(self, time, phase, period): + """Compute the cycle ratio in the dtype of the time.""" + phase_casted = math_ops.cast(phase, dtype=time.dtype) + period_casted = math_ops.cast(period, dtype=time.dtype) + shifted_time = time - phase_casted + cycle_ratio = self._mod(shifted_time, period_casted) / period_casted + return math_ops.cast(cycle_ratio, dtype=dtypes.float32) + + def call(self, inputs, state): + """Phased LSTM Cell. + Args: + inputs: A tuple of 2 Tensor. + The first Tensor has shape [batch, 1], and type float32 or float64. + It stores the time. + The second Tensor has shape [batch, features_size], and type float32. + It stores the features. + state: rnn_cell_impl.LSTMStateTuple, state from previous timestep. + Returns: + A tuple containing: + - A Tensor of float32, and shape [batch_size, num_units], representing the + output of the cell. + - A rnn_cell_impl.LSTMStateTuple, containing 2 Tensors of float32, shape + [batch_size, num_units], representing the new state and the output. + """ + (c_prev, h_prev) = state + (time, x) = inputs + + in_mask_gates = [x, h_prev] + if self._use_peepholes: + in_mask_gates.append(c_prev) + + with vs.variable_scope("mask_gates"): + if self._linear1 is None: + self._linear1 = _Linear(in_mask_gates, 2 * self._num_units, True) + + mask_gates = math_ops.sigmoid( + self._linear1(in_mask_gates)) + [input_gate, forget_gate] = array_ops.split( + axis=1, num_or_size_splits=2, value=mask_gates) + + with vs.variable_scope("new_input"): + if self._linear2 is None: + self._linear2 = _Linear([x, h_prev], self._num_units, True) + new_input = math_ops.tanh(self._linear2([x, h_prev])) + + new_c = (c_prev * forget_gate + input_gate * new_input) + + in_out_gate = [x, h_prev] + if self._use_peepholes: + in_out_gate.append(new_c) + + with vs.variable_scope("output_gate"): + if self._linear3 is None: + self._linear3 = _Linear(in_out_gate, self._num_units, True) + output_gate = math_ops.sigmoid(self._linear3(in_out_gate)) + + new_h = math_ops.tanh(new_c) * output_gate + + period = vs.get_variable( + "period", [self._num_units], + initializer=_random_exp_initializer( + self._period_init_min, self._period_init_max)) + phase = vs.get_variable( + "phase", [self._num_units], + initializer=init_ops.random_uniform_initializer( + 0., period.initial_value)) + ratio_on = vs.get_variable( + "ratio_on", [self._num_units], + initializer=init_ops.constant_initializer(self._ratio_on), + trainable=self._trainable_ratio_on) + + cycle_ratio = self._get_cycle_ratio(time, phase, period) + + k_up = 2 * cycle_ratio / ratio_on + k_down = 2 - k_up + k_closed = self._leak * cycle_ratio + + k = array_ops.where(cycle_ratio < ratio_on, k_down, k_closed) + k = array_ops.where(cycle_ratio < 0.5 * ratio_on, k_up, k) + + new_c = k * new_c + (1 - k) * c_prev + new_h = k * new_h + (1 - k) * h_prev + + new_state = rnn_cell_impl.LSTMStateTuple(new_c, new_h) + + return new_h, new_state + +class ConvLSTMCell(rnn_cell_impl.RNNCell): + """Convolutional LSTM recurrent network cell. + https://arxiv.org/pdf/1506.04214v1.pdf + """ + + def __init__(self, + conv_ndims, + input_shape, + output_channels, + kernel_shape, + use_bias=True, + skip_connection=False, + forget_bias=1.0, + activation=math_ops.sigmoid, + initializers=None, + name="conv_lstm_cell"): + """Construct ConvLSTMCell. + Args: + conv_ndims: Convolution dimensionality (1, 2 or 3). + input_shape: Shape of the input as int tuple, excluding the batch size. + output_channels: int, number of output channels of the conv LSTM. + kernel_shape: Shape of kernel as in tuple (of size 1,2 or 3). + use_bias: Use bias in convolutions. + skip_connection: If set to `True`, concatenate the input to the + output of the conv LSTM. Default: `False`. + forget_bias: Forget bias. + name: Name of the module. + Raises: + ValueError: If `skip_connection` is `True` and stride is different from 1 + or if `input_shape` is incompatible with `conv_ndims`. + """ + super(ConvLSTMCell, self).__init__(name=name) + + if conv_ndims != len(input_shape)-1: + raise ValueError("Invalid input_shape {} for conv_ndims={}.".format( + input_shape, conv_ndims)) + + self._conv_ndims = conv_ndims + self._input_shape = input_shape + self._output_channels = output_channels + self._kernel_shape = kernel_shape + self._use_bias = use_bias + self._forget_bias = forget_bias + self._skip_connection = skip_connection + self._activation = activation + + self._total_output_channels = output_channels + if self._skip_connection: + self._total_output_channels += self._input_shape[-1] + + state_size = tensor_shape.TensorShape( + self._input_shape[:-1] + [self._output_channels]) + self._state_size = rnn_cell_impl.LSTMStateTuple(state_size, state_size) + self._output_size = tensor_shape.TensorShape(self._input_shape[:-1] + + [self._total_output_channels]) + + @property + def output_size(self): + return self._output_size + + @property + def state_size(self): + return self._state_size + + def call(self, inputs, state, scope=None): + cell, hidden = state + new_hidden = _conv([inputs, hidden], + self._kernel_shape, + 4*self._output_channels, + self._use_bias) + gates = array_ops.split(value=new_hidden, + num_or_size_splits=4, + axis=self._conv_ndims+1) + + input_gate, new_input, forget_gate, output_gate = gates + new_cell = math_ops.sigmoid(forget_gate + self._forget_bias) * cell + new_cell += math_ops.sigmoid(input_gate) * math_ops.tanh(new_input) + output = math_ops.tanh(new_cell) * self._activation(output_gate) + + if self._skip_connection: + output = array_ops.concat([output, inputs], axis=-1) + new_state = rnn_cell_impl.LSTMStateTuple(new_cell, output) + return output, new_state + +class Conv1DLSTMCell(ConvLSTMCell): + """1D Convolutional LSTM recurrent network cell. + https://arxiv.org/pdf/1506.04214v1.pdf + """ + def __init__(self, name="conv_1d_lstm_cell", **kwargs): + """Construct Conv1DLSTM. See `ConvLSTMCell` for more details.""" + super(Conv1DLSTMCell, self).__init__(conv_ndims=1, **kwargs) + +class Conv2DLSTMCell(ConvLSTMCell): + """2D Convolutional LSTM recurrent network cell. + https://arxiv.org/pdf/1506.04214v1.pdf + """ + def __init__(self, name="conv_2d_lstm_cell", **kwargs): + """Construct Conv2DLSTM. See `ConvLSTMCell` for more details.""" + super(Conv2DLSTMCell, self).__init__(conv_ndims=2, **kwargs) + +class Conv3DLSTMCell(ConvLSTMCell): + """3D Convolutional LSTM recurrent network cell. + https://arxiv.org/pdf/1506.04214v1.pdf + """ + def __init__(self, name="conv_3d_lstm_cell", **kwargs): + """Construct Conv3DLSTM. See `ConvLSTMCell` for more details.""" + super(Conv3DLSTMCell, self).__init__(conv_ndims=3, **kwargs) + + +def _conv(args, filter_size, num_features, bias, bias_start=0.0): + """convolution: + Args: + args: a Tensor or a list of Tensors of dimension 3D, 4D or 5D, + batch x n, Tensors. + filter_size: int tuple of filter height and width. + num_features: int, number of features. + bias_start: starting value to initialize the bias; 0 by default. + Returns: + A 3D, 4D, or 5D Tensor with shape [batch ... num_features] + Raises: + ValueError: if some of the arguments has unspecified or wrong shape. + """ + + # Calculate the total size of arguments on dimension 1. + total_arg_size_depth = 0 + shapes = [a.get_shape().as_list() for a in args] + shape_length = len(shapes[0]) + for shape in shapes: + if len(shape) not in [3,4,5]: + raise ValueError("Conv Linear expects 3D, 4D " + "or 5D arguments: %s" % str(shapes)) + if len(shape) != len(shapes[0]): + raise ValueError("Conv Linear expects all args " + "to be of same Dimension: %s" % str(shapes)) + else: + total_arg_size_depth += shape[-1] + dtype = [a.dtype for a in args][0] + + # determine correct conv operation + if shape_length == 3: + conv_op = nn_ops.conv1d + strides = 1 + elif shape_length == 4: + conv_op = nn_ops.conv2d + strides = shape_length*[1] + elif shape_length == 5: + conv_op = nn_ops.conv3d + strides = shape_length*[1] + + # Now the computation. + kernel = vs.get_variable( + "kernel", + filter_size + [total_arg_size_depth, num_features], + dtype=dtype) + if len(args) == 1: + res = conv_op(args[0], + kernel, + strides, + padding='SAME') + else: + res = conv_op(array_ops.concat(axis=shape_length-1, values=args), + kernel, + strides, + padding='SAME') + if not bias: + return res + bias_term = vs.get_variable( + "biases", [num_features], + dtype=dtype, + initializer=init_ops.constant_initializer( + bias_start, dtype=dtype)) + return res + bias_term + +class GLSTMCell(rnn_cell_impl.RNNCell): + """Group LSTM cell (G-LSTM). + The implementation is based on: + https://arxiv.org/abs/1703.10722 + O. Kuchaiev and B. Ginsburg + "Factorization Tricks for LSTM Networks", ICLR 2017 workshop. + """ + + def __init__(self, num_units, initializer=None, num_proj=None, + number_of_groups=1, forget_bias=1.0, activation=math_ops.tanh, + reuse=None): + """Initialize the parameters of G-LSTM cell. + Args: + num_units: int, The number of units in the G-LSTM cell + initializer: (optional) The initializer to use for the weight and + projection matrices. + num_proj: (optional) int, The output dimensionality for the projection + matrices. If None, no projection is performed. + number_of_groups: (optional) int, number of groups to use. + If `number_of_groups` is 1, then it should be equivalent to LSTM cell + forget_bias: Biases of the forget gate are initialized by default to 1 + in order to reduce the scale of forgetting at the beginning of + the training. + activation: Activation function of the inner states. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already + has the given variables, an error is raised. + Raises: + ValueError: If `num_units` or `num_proj` is not divisible by + `number_of_groups`. + """ + super(GLSTMCell, self).__init__(_reuse=reuse) + self._num_units = num_units + self._initializer = initializer + self._num_proj = num_proj + self._forget_bias = forget_bias + self._activation = activation + self._number_of_groups = number_of_groups + + if self._num_units % self._number_of_groups != 0: + raise ValueError("num_units must be divisible by number_of_groups") + if self._num_proj: + if self._num_proj % self._number_of_groups != 0: + raise ValueError("num_proj must be divisible by number_of_groups") + self._group_shape = [int(self._num_proj / self._number_of_groups), + int(self._num_units / self._number_of_groups)] + else: + self._group_shape = [int(self._num_units / self._number_of_groups), + int(self._num_units / self._number_of_groups)] + + if num_proj: + self._state_size = rnn_cell_impl.LSTMStateTuple(num_units, num_proj) + self._output_size = num_proj + else: + self._state_size = rnn_cell_impl.LSTMStateTuple(num_units, num_units) + self._output_size = num_units + self._linear1 = None + self._linear2 = None + + @property + def state_size(self): + return self._state_size + + @property + def output_size(self): + return self._output_size + + def _get_input_for_group(self, inputs, group_id, group_size): + """Slices inputs into groups to prepare for processing by cell's groups + Args: + inputs: cell input or it's previous state, + a Tensor, 2D, [batch x num_units] + group_id: group id, a Scalar, for which to prepare input + group_size: size of the group + Returns: + subset of inputs corresponding to group "group_id", + a Tensor, 2D, [batch x num_units/number_of_groups] + """ + return array_ops.slice(input_=inputs, + begin=[0, group_id * group_size], + size=[self._batch_size, group_size], + name=("GLSTM_group%d_input_generation" % group_id)) + + def call(self, inputs, state): + """Run one step of G-LSTM. + Args: + inputs: input Tensor, 2D, [batch x num_units]. + state: this must be a tuple of state Tensors, both `2-D`, + with column sizes `c_state` and `m_state`. + Returns: + A tuple containing: + - A `2-D, [batch x output_dim]`, Tensor representing the output of the + G-LSTM after reading `inputs` when previous state was `state`. + Here output_dim is: + num_proj if num_proj was set, + num_units otherwise. + - LSTMStateTuple representing the new state of G-LSTM cell + after reading `inputs` when the previous state was `state`. + Raises: + ValueError: If input size cannot be inferred from inputs via + static shape inference. + """ + (c_prev, m_prev) = state + + self._batch_size = inputs.shape[0].value or array_ops.shape(inputs)[0] + dtype = inputs.dtype + scope = vs.get_variable_scope() + with vs.variable_scope(scope, initializer=self._initializer): + i_parts = [] + j_parts = [] + f_parts = [] + o_parts = [] + + for group_id in range(self._number_of_groups): + with vs.variable_scope("group%d" % group_id): + x_g_id = array_ops.concat( + [self._get_input_for_group(inputs, group_id, + self._group_shape[0]), + self._get_input_for_group(m_prev, group_id, + self._group_shape[0])], axis=1) + if self._linear1 is None: + self._linear1 = _Linear(x_g_id, 4 * self._group_shape[1], False) + R_k = self._linear1(x_g_id) # pylint: disable=invalid-name + i_k, j_k, f_k, o_k = array_ops.split(R_k, 4, 1) + + i_parts.append(i_k) + j_parts.append(j_k) + f_parts.append(f_k) + o_parts.append(o_k) + + bi = vs.get_variable(name="bias_i", + shape=[self._num_units], + dtype=dtype, + initializer= + init_ops.constant_initializer(0.0, dtype=dtype)) + bj = vs.get_variable(name="bias_j", + shape=[self._num_units], + dtype=dtype, + initializer= + init_ops.constant_initializer(0.0, dtype=dtype)) + bf = vs.get_variable(name="bias_f", + shape=[self._num_units], + dtype=dtype, + initializer= + init_ops.constant_initializer(0.0, dtype=dtype)) + bo = vs.get_variable(name="bias_o", + shape=[self._num_units], + dtype=dtype, + initializer= + init_ops.constant_initializer(0.0, dtype=dtype)) + + i = nn_ops.bias_add(array_ops.concat(i_parts, axis=1), bi) + j = nn_ops.bias_add(array_ops.concat(j_parts, axis=1), bj) + f = nn_ops.bias_add(array_ops.concat(f_parts, axis=1), bf) + o = nn_ops.bias_add(array_ops.concat(o_parts, axis=1), bo) + + c = (math_ops.sigmoid(f + self._forget_bias) * c_prev + + math_ops.sigmoid(i) * math_ops.tanh(j)) + m = math_ops.sigmoid(o) * self._activation(c) + + if self._num_proj is not None: + with vs.variable_scope("projection"): + if self._linear2 is None: + self._linear2 = _Linear(m, self._num_proj, False) + m = self._linear2(m) + + new_state = rnn_cell_impl.LSTMStateTuple(c, m) + return m, new_state + + +class LayerNormLSTMCell(rnn_cell_impl.RNNCell): + """Long short-term memory unit (LSTM) recurrent network cell. + The default non-peephole implementation is based on: + http://www.bioinf.jku.at/publications/older/2604.pdf + S. Hochreiter and J. Schmidhuber. + "Long Short-Term Memory". Neural Computation, 9(8):1735-1780, 1997. + The peephole implementation is based on: + https://research.google.com/pubs/archive/43905.pdf + Hasim Sak, Andrew Senior, and Francoise Beaufays. + "Long short-term memory recurrent neural network architectures for + large scale acoustic modeling." INTERSPEECH, 2014. + The class uses optional peep-hole connections, optional cell clipping, and + an optional projection layer. + Layer normalization implementation is based on: + https://arxiv.org/abs/1607.06450. + "Layer Normalization" + Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton + and is applied before the internal nonlinearities. + """ + + def __init__(self, + num_units, + use_peepholes=False, + cell_clip=None, + initializer=None, + num_proj=None, + proj_clip=None, + forget_bias=1.0, + activation=None, + layer_norm=False, + norm_gain=1.0, + norm_shift=0.0, + reuse=None): + """Initialize the parameters for an LSTM cell. + Args: + num_units: int, The number of units in the LSTM cell + use_peepholes: bool, set True to enable diagonal/peephole connections. + cell_clip: (optional) A float value, if provided the cell state is clipped + by this value prior to the cell output activation. + initializer: (optional) The initializer to use for the weight and + projection matrices. + num_proj: (optional) int, The output dimensionality for the projection + matrices. If None, no projection is performed. + proj_clip: (optional) A float value. If `num_proj > 0` and `proj_clip` is + provided, then the projected values are clipped elementwise to within + `[-proj_clip, proj_clip]`. + forget_bias: Biases of the forget gate are initialized by default to 1 + in order to reduce the scale of forgetting at the beginning of + the training. Must set it manually to `0.0` when restoring from + CudnnLSTM trained checkpoints. + activation: Activation function of the inner states. Default: `tanh`. + layer_norm: If `True`, layer normalization will be applied. + norm_gain: float, The layer normalization gain initial value. If + `layer_norm` has been set to `False`, this argument will be ignored. + norm_shift: float, The layer normalization shift initial value. If + `layer_norm` has been set to `False`, this argument will be ignored. + reuse: (optional) Python boolean describing whether to reuse variables + in an existing scope. If not `True`, and the existing scope already has + the given variables, an error is raised. + When restoring from CudnnLSTM-trained checkpoints, must use + CudnnCompatibleLSTMCell instead. + """ + super(LayerNormLSTMCell, self).__init__(_reuse=reuse) + + self._num_units = num_units + self._use_peepholes = use_peepholes + self._cell_clip = cell_clip + self._initializer = initializer + self._num_proj = num_proj + self._proj_clip = proj_clip + self._forget_bias = forget_bias + self._activation = activation or math_ops.tanh + self._layer_norm = layer_norm + self._norm_gain = norm_gain + self._norm_shift = norm_shift + + if num_proj: + self._state_size = (rnn_cell_impl.LSTMStateTuple(num_units, num_proj)) + self._output_size = num_proj + else: + self._state_size = (rnn_cell_impl.LSTMStateTuple(num_units, num_units)) + self._output_size = num_units + + @property + def state_size(self): + return self._state_size + + @property + def output_size(self): + return self._output_size + + def _linear(self, + args, + output_size, + bias, + bias_initializer=None, + kernel_initializer=None, + layer_norm=False): + """Linear map: sum_i(args[i] * W[i]), where W[i] is a Variable. + Args: + args: a 2D Tensor or a list of 2D, batch x n, Tensors. + output_size: int, second dimension of W[i]. + bias: boolean, whether to add a bias term or not. + bias_initializer: starting value to initialize the bias + (default is all zeros). + kernel_initializer: starting value to initialize the weight. + layer_norm: boolean, whether to apply layer normalization. + Returns: + A 2D Tensor with shape [batch x output_size] taking value + sum_i(args[i] * W[i]), where each W[i] is a newly created Variable. + Raises: + ValueError: if some of the arguments has unspecified or wrong shape. + """ + if args is None or (nest.is_sequence(args) and not args): + raise ValueError("`args` must be specified") + if not nest.is_sequence(args): + args = [args] + + # Calculate the total size of arguments on dimension 1. + total_arg_size = 0 + shapes = [a.get_shape() for a in args] + for shape in shapes: + if shape.ndims != 2: + raise ValueError("linear is expecting 2D arguments: %s" % shapes) + if shape[1].value is None: + raise ValueError("linear expects shape[1] to be provided for shape %s, " + "but saw %s" % (shape, shape[1])) + else: + total_arg_size += shape[1].value + + dtype = [a.dtype for a in args][0] + + # Now the computation. + scope = vs.get_variable_scope() + with vs.variable_scope(scope) as outer_scope: + weights = vs.get_variable( + "kernel", [total_arg_size, output_size], + dtype=dtype, + initializer=kernel_initializer) + if len(args) == 1: + res = math_ops.matmul(args[0], weights) + else: + res = math_ops.matmul(array_ops.concat(args, 1), weights) + if not bias: + return res + with vs.variable_scope(outer_scope) as inner_scope: + inner_scope.set_partitioner(None) + if bias_initializer is None: + bias_initializer = init_ops.constant_initializer(0.0, dtype=dtype) + biases = vs.get_variable( + "bias", [output_size], dtype=dtype, initializer=bias_initializer) + + if not layer_norm: + res = nn_ops.bias_add(res, biases) + + return res + + def call(self, inputs, state): + """Run one step of LSTM. + Args: + inputs: input Tensor, 2D, batch x num_units. + state: this must be a tuple of state Tensors, + both `2-D`, with column sizes `c_state` and + `m_state`. + Returns: + A tuple containing: + - A `2-D, [batch x output_dim]`, Tensor representing the output of the + LSTM after reading `inputs` when previous state was `state`. + Here output_dim is: + num_proj if num_proj was set, + num_units otherwise. + - Tensor(s) representing the new state of LSTM after reading `inputs` when + the previous state was `state`. Same type and shape(s) as `state`. + Raises: + ValueError: If input size cannot be inferred from inputs via + static shape inference. + """ + sigmoid = math_ops.sigmoid + + (c_prev, m_prev) = state + + dtype = inputs.dtype + input_size = inputs.get_shape().with_rank(2)[1] + if input_size.value is None: + raise ValueError("Could not infer input size from inputs.get_shape()[-1]") + scope = vs.get_variable_scope() + with vs.variable_scope(scope, initializer=self._initializer) as unit_scope: + + # i = input_gate, j = new_input, f = forget_gate, o = output_gate + lstm_matrix = self._linear( + [inputs, m_prev], + 4 * self._num_units, + bias=True, + bias_initializer=None, + layer_norm=self._layer_norm) + i, j, f, o = array_ops.split( + value=lstm_matrix, num_or_size_splits=4, axis=1) + + if self._layer_norm: + i = _norm(self._norm_gain, self._norm_shift, i, "input") + j = _norm(self._norm_gain, self._norm_shift, j, "transform") + f = _norm(self._norm_gain, self._norm_shift, f, "forget") + o = _norm(self._norm_gain, self._norm_shift, o, "output") + + # Diagonal connections + if self._use_peepholes: + with vs.variable_scope(unit_scope): + w_f_diag = vs.get_variable( + "w_f_diag", shape=[self._num_units], dtype=dtype) + w_i_diag = vs.get_variable( + "w_i_diag", shape=[self._num_units], dtype=dtype) + w_o_diag = vs.get_variable( + "w_o_diag", shape=[self._num_units], dtype=dtype) + + if self._use_peepholes: + c = ( + sigmoid(f + self._forget_bias + w_f_diag * c_prev) * c_prev + + sigmoid(i + w_i_diag * c_prev) * self._activation(j)) + else: + c = ( + sigmoid(f + self._forget_bias) * c_prev + + sigmoid(i) * self._activation(j)) + + if self._layer_norm: + c = _norm(self._norm_gain, self._norm_shift, c, "state") + + if self._cell_clip is not None: + # pylint: disable=invalid-unary-operand-type + c = clip_ops.clip_by_value(c, -self._cell_clip, self._cell_clip) + # pylint: enable=invalid-unary-operand-type + if self._use_peepholes: + m = sigmoid(o + w_o_diag * c) * self._activation(c) + else: + m = sigmoid(o) * self._activation(c) + + if self._num_proj is not None: + with vs.variable_scope("projection"): + m = self._linear(m, self._num_proj, bias=False) + + if self._proj_clip is not None: + # pylint: disable=invalid-unary-operand-type + m = clip_ops.clip_by_value(m, -self._proj_clip, self._proj_clip) + # pylint: enable=invalid-unary-operand-type + + new_state = (rnn_cell_impl.LSTMStateTuple(c, m)) + return m, new_state diff --git a/ssim.py b/ssim.py new file mode 100644 index 0000000..79037d4 --- /dev/null +++ b/ssim.py @@ -0,0 +1,83 @@ +import tensorflow as tf +import numpy as np + + +def _tf_fspecial_gauss(size, sigma, ch=1): + """Function to mimic the 'fspecial' gaussian MATLAB function + """ + x_data, y_data = np.mgrid[-size//2 + 1:size//2 + 1, -size//2 + 1:size//2 + 1] + + x_data = np.expand_dims(x_data, axis=-1) + x_data = np.expand_dims(x_data, axis=-1) + + y_data = np.expand_dims(y_data, axis=-1) + y_data = np.expand_dims(y_data, axis=-1) + + x = tf.constant(x_data, dtype=tf.float32) + y = tf.constant(y_data, dtype=tf.float32) + + g = tf.exp(-((x**2 + y**2)/(2.0*sigma**2))) + g = tf.tile(g, [1, 1, ch, 1]) + + return g / tf.reduce_sum(g) + + +def tf_ssim(img1, img2, cs_map=False, mean_metric=True, size=11, sigma=0.5): + img1 = tf.image.rgb_to_grayscale(img1) + img2 = tf.image.rgb_to_grayscale(img2) + window = _tf_fspecial_gauss(size, sigma, + ch=img1.get_shape().as_list()[-1]) # window shape [size, size] + K1 = 0.01 + K2 = 0.03 + L = 1 # depth of image (255 in case the image has a differnt scale) + C1 = (K1*L)**2 + C2 = (K2*L)**2 + mu1 = tf.nn.conv2d(img1, window, strides=[1, 1, 1, 1], padding='VALID') + mu2 = tf.nn.conv2d(img2, window, strides=[1, 1, 1, 1], padding='VALID') + mu1_sq = mu1*mu1 + mu2_sq = mu2*mu2 + mu1_mu2 = mu1*mu2 + sigma1_sq = tf.nn.conv2d(img1*img1, window, strides=[1, 1, 1, 1], + padding='VALID') - mu1_sq + sigma2_sq = tf.nn.conv2d(img2*img2, window, strides=[1, 1, 1, 1], + padding='VALID') - mu2_sq + sigma12 = tf.nn.conv2d(img1*img2, window, strides=[1, 1, 1, 1], + padding='VALID') - mu1_mu2 + if cs_map: + value = ( + ((2*mu1_mu2 + C1) * (2*sigma12 + C2)) / ( + (mu1_sq + mu2_sq + C1) * (sigma1_sq + sigma2_sq + C2) + ), (2.0*sigma12 + C2)/(sigma1_sq + sigma2_sq + C2) + ) + else: + value = ((2*mu1_mu2 + C1)*(2*sigma12 + C2)) / ( + (mu1_sq + mu2_sq + C1) * (sigma1_sq + sigma2_sq + C2)) + + if mean_metric: + value = tf.reduce_mean(value) + return value + + +def tf_ms_ssim(img1, img2, mean_metric=True, level=5): + weight = tf.constant([0.0448, 0.2856, 0.3001, 0.2363, 0.1333], dtype=tf.float32) + mssim = [] + mcs = [] + for l in range(level): + ssim_map, cs_map = tf_ssim(img1, img2, cs_map=True, mean_metric=False) + mssim.append(tf.reduce_mean(ssim_map)) + mcs.append(tf.reduce_mean(cs_map)) + filtered_im1 = tf.nn.avg_pool(img1, [1, 2, 2, 1], [1, 2, 2, 1], padding='SAME') + filtered_im2 = tf.nn.avg_pool(img2, [1, 2, 2, 1], [1, 2, 2, 1], padding='SAME') + img1 = filtered_im1 + img2 = filtered_im2 + + # list to tensor of dim D+1 + mssim = tf.pack(mssim, axis=0) + mcs = tf.pack(mcs, axis=0) + + value = (tf.reduce_prod( + mcs[0:level-1]**weight[0:level-1]) * (mssim[level-1]**weight[level-1])) + + if mean_metric: + value = tf.reduce_mean(value) + return value