-
Notifications
You must be signed in to change notification settings - Fork 234
/
Copy path__init__.py
291 lines (287 loc) · 9.03 KB
/
__init__.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
# Copyright 2019 DeepMind Technologies Limited. 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.
# ==============================================================================
# pylint: disable=g-importing-member
"""Haiku is a neural network library for JAX."""
from haiku import config
from haiku import data_structures
from haiku import experimental
from haiku import initializers
from haiku import mixed_precision
from haiku import nets
from haiku import pad
from haiku import testing
from haiku._src.attention import MultiHeadAttention
from haiku._src.base import current_name
from haiku._src.base import custom_creator
from haiku._src.base import custom_getter
from haiku._src.base import custom_setter
from haiku._src.base import DO_NOT_STORE
from haiku._src.base import get_current_state
from haiku._src.base import get_initial_state
from haiku._src.base import get_parameter
from haiku._src.base import get_params
from haiku._src.base import get_state
from haiku._src.base import GetterContext
from haiku._src.base import maybe_get_rng_sequence_state
from haiku._src.base import maybe_next_rng_key
from haiku._src.base import next_rng_key
from haiku._src.base import next_rng_keys
from haiku._src.base import PRNGSequence
from haiku._src.base import replace_rng_sequence_state
from haiku._src.base import reserve_rng_keys
from haiku._src.base import set_state
from haiku._src.base import SetterContext
from haiku._src.base import with_rng
from haiku._src.basic import BatchApply
from haiku._src.basic import dropout
from haiku._src.basic import expand_apply
from haiku._src.basic import Linear
from haiku._src.basic import multinomial
from haiku._src.basic import one_hot
from haiku._src.basic import Sequential
from haiku._src.basic import to_module
from haiku._src.batch_norm import BatchNorm
from haiku._src.bias import Bias
from haiku._src.conv import Conv1D
from haiku._src.conv import Conv1DTranspose
from haiku._src.conv import Conv2D
from haiku._src.conv import Conv2DTranspose
from haiku._src.conv import Conv3D
from haiku._src.conv import Conv3DTranspose
from haiku._src.conv import ConvND
from haiku._src.conv import ConvNDTranspose
from haiku._src.deferred import Deferred
from haiku._src.depthwise_conv import DepthwiseConv1D
from haiku._src.depthwise_conv import DepthwiseConv2D
from haiku._src.depthwise_conv import DepthwiseConv3D
from haiku._src.depthwise_conv import SeparableDepthwiseConv2D
from haiku._src.dot import to_dot
from haiku._src.embed import Embed
from haiku._src.embed import EmbedLookupStyle
from haiku._src.group_norm import GroupNorm
from haiku._src.layer_norm import InstanceNorm
from haiku._src.layer_norm import LayerNorm
from haiku._src.layer_stack import layer_stack
from haiku._src.layer_stack import LayerStackTransparencyMapping
from haiku._src.lift import lift
from haiku._src.lift import lift_with_state
from haiku._src.lift import LiftWithStateUpdater
from haiku._src.lift import transparent_lift
from haiku._src.lift import transparent_lift_with_state
from haiku._src.module import force_name
from haiku._src.module import intercept_methods
from haiku._src.module import MethodContext
from haiku._src.module import Module
from haiku._src.module import name_like
from haiku._src.module import name_scope
from haiku._src.module import transparent
from haiku._src.moving_averages import EMAParamsTree
from haiku._src.moving_averages import ExponentialMovingAverage
from haiku._src.multi_transform import multi_transform
from haiku._src.multi_transform import multi_transform_with_state
from haiku._src.multi_transform import MultiTransformed
from haiku._src.multi_transform import MultiTransformedWithState
from haiku._src.multi_transform import without_apply_rng
from haiku._src.pool import avg_pool
from haiku._src.pool import AvgPool
from haiku._src.pool import max_pool
from haiku._src.pool import MaxPool
from haiku._src.recurrent import Conv1DLSTM
from haiku._src.recurrent import Conv2DLSTM
from haiku._src.recurrent import Conv3DLSTM
from haiku._src.recurrent import deep_rnn_with_skip_connections
from haiku._src.recurrent import DeepRNN
from haiku._src.recurrent import dynamic_unroll
from haiku._src.recurrent import GRU
from haiku._src.recurrent import IdentityCore
from haiku._src.recurrent import LSTM
from haiku._src.recurrent import LSTMState
from haiku._src.recurrent import ResetCore
from haiku._src.recurrent import RNNCore
from haiku._src.recurrent import static_unroll
from haiku._src.recurrent import VanillaRNN
from haiku._src.reshape import Flatten
from haiku._src.reshape import Reshape
from haiku._src.rms_norm import RMSNorm
from haiku._src.spectral_norm import SNParamsTree
from haiku._src.spectral_norm import SpectralNorm
from haiku._src.stateful import cond
from haiku._src.stateful import eval_shape
from haiku._src.stateful import fori_loop
from haiku._src.stateful import grad
from haiku._src.stateful import map # pylint: disable=redefined-builtin
from haiku._src.stateful import remat
from haiku._src.stateful import scan
from haiku._src.stateful import switch
from haiku._src.stateful import value_and_grad
from haiku._src.stateful import vmap
from haiku._src.stateful import while_loop
from haiku._src.transform import running_init
from haiku._src.transform import transform
from haiku._src.transform import transform_with_state
from haiku._src.transform import Transformed
from haiku._src.transform import TransformedWithState
from haiku._src.transform import with_empty_state
from haiku._src.transform import without_state
from haiku._src.typing import ModuleProtocol
from haiku._src.typing import MutableParams
from haiku._src.typing import MutableState
from haiku._src.typing import Params
from haiku._src.typing import State
from haiku._src.typing import SupportsCall
from haiku._src.utils import get_channel_index
__version__ = "0.0.14.dev"
__all__ = (
"AvgPool",
"BatchApply",
"BatchNorm",
"Bias",
"Conv1D",
"Conv1DLSTM",
"Conv1DTranspose",
"Conv2D",
"Conv2DLSTM",
"Conv2DTranspose",
"Conv3D",
"Conv3DLSTM",
"Conv3DTranspose",
"ConvND",
"ConvNDTranspose",
"DeepRNN",
"Deferred",
"DepthwiseConv1D",
"DepthwiseConv2D",
"DepthwiseConv3D",
"DO_NOT_STORE",
"EMAParamsTree",
"Embed",
"EmbedLookupStyle",
"ExponentialMovingAverage",
"Flatten",
"GetterContext",
"GRU",
"GroupNorm",
"IdentityCore",
"InstanceNorm",
"LayerStackTransparencyMapping",
"LiftWithStateUpdater",
"LSTM",
"LSTMState",
"LayerNorm",
"Linear",
"MaxPool",
"MethodContext",
"Module",
"ModuleProtocol",
"MultiHeadAttention",
"MultiTransformed",
"MultiTransformedWithState",
"MutableParams",
"MutableState",
"PRNGSequence",
"Params",
"RNNCore",
"ResetCore",
"Reshape",
"RMSNorm",
"SNParamsTree",
"SetterContext",
"Sequential",
"SpectralNorm",
"State",
"SupportsCall",
"Transformed",
"TransformedWithState",
"VanillaRNN",
"avg_pool",
"cond",
"config",
"eval_shape",
"current_name",
"custom_creator",
"custom_getter",
"custom_setter",
"data_structures",
"deep_rnn_with_skip_connections",
"dropout",
"dynamic_unroll",
"expand_apply",
"fori_loop",
"force_name",
"get_channel_index",
"get_current_state",
"get_initial_state",
"get_params",
"get_parameter",
"get_state",
"grad",
"initializers",
"intercept_methods",
"layer_stack",
"lift",
"lift_with_state",
"map",
"max_pool",
"maybe_get_rng_sequence_state",
"maybe_next_rng_key",
"mixed_precision",
"multi_transform",
"multi_transform_with_state",
"multinomial",
"name_like",
"name_scope",
"nets",
"next_rng_key",
"next_rng_keys",
"one_hot",
"pad",
"remat",
"replace_rng_sequence_state",
"reserve_rng_keys",
"running_init",
"scan",
"set_state",
"static_unroll",
"switch",
"testing",
"to_dot",
"to_module",
"transform",
"transform_with_state",
"transparent",
"transparent_lift",
"transparent_lift_with_state",
"value_and_grad",
"vmap",
"while_loop",
"with_empty_state",
"with_rng",
"without_apply_rng",
"without_state",
)
# _________________________________________
# / Please don't use symbols in `_src` they \
# \ are not part of the Haiku public API. /
# -----------------------------------------
# \ ^__^
# \ (oo)\_______
# (__)\ )\/\
# ||----w |
# || ||
#
try:
del _src # pylint: disable=undefined-variable
except NameError:
pass