Hugging Face's logo

Datasets:
hc99
/
FEA-Bench

Dataset card Files
xet
 Community
FEA-Bench
File size: 1,632 Bytes
fc0f7bd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
Optimizer Schedules
=====================

.. currentmodule:: optax

.. autosummary::
    constant_schedule
    cosine_decay_schedule
    cosine_onecycle_schedule
    exponential_decay
    join_schedules
    linear_onecycle_schedule
    linear_schedule
    piecewise_constant_schedule
    piecewise_interpolate_schedule
    polynomial_schedule
    sgdr_schedule
    warmup_cosine_decay_schedule
    warmup_exponential_decay_schedule
    Schedule
    InjectHyperparamsState
    inject_hyperparams


.. autoclass:: Schedule

Constant schedule
~~~~~~~~~~~~~~~~~
.. autofunction:: constant_schedule

Cosine decay schedule
~~~~~~~~~~~~~~~~~~~~~
.. autofunction:: cosine_decay_schedule
.. autofunction:: cosine_onecycle_schedule

Exponential decay schedule
~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autofunction:: exponential_decay

Join schedules
~~~~~~~~~~~~~~
.. autofunction:: join_schedules

Inject hyperparameters
~~~~~~~~~~~~~~~~~~~~~~
.. autofunction:: inject_hyperparams
.. autoclass:: InjectHyperparamsState

Linear schedules
~~~~~~~~~~~~~~~~
.. autofunction:: linear_onecycle_schedule
.. autofunction:: linear_schedule

Piecewise schedules
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. autofunction:: piecewise_constant_schedule
.. autofunction:: piecewise_interpolate_schedule

Polynomial schedules
~~~~~~~~~~~~~~~~~~~~
.. autofunction:: polynomial_schedule

Reduce on plateau
~~~~~~~~~~~~~~~~~
.. autofunction:: optax.contrib.reduce_on_plateau

Schedules with warm-up
~~~~~~~~~~~~~~~~~~~~~~
.. autofunction:: warmup_cosine_decay_schedule
.. autofunction:: warmup_exponential_decay_schedule

Warm restarts
~~~~~~~~~~~~~
.. autofunction:: sgdr_schedule