NasReference.md 1.87 KB
Newer Older
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
# NAS Reference

```eval_rst
.. contents::
```

## Mutables

```eval_rst
..  autoclass:: nni.nas.pytorch.mutables.Mutable
    :members:

..  autoclass:: nni.nas.pytorch.mutables.LayerChoice
    :members:

..  autoclass:: nni.nas.pytorch.mutables.InputChoice
    :members:

..  autoclass:: nni.nas.pytorch.mutables.MutableScope
    :members:
```

### Utilities

```eval_rst
..  autofunction:: nni.nas.pytorch.utils.global_mutable_counting
```

## Mutators

```eval_rst
..  autoclass:: nni.nas.pytorch.base_mutator.BaseMutator
    :members:

..  autoclass:: nni.nas.pytorch.mutator.Mutator
    :members:
```

### Random Mutator

```eval_rst
..  autoclass:: nni.nas.pytorch.random.RandomMutator
    :members:
```

### Utilities

```eval_rst
..  autoclass:: nni.nas.pytorch.utils.StructuredMutableTreeNode
    :members:
```

## Trainers

### Trainer

```eval_rst
..  autoclass:: nni.nas.pytorch.base_trainer.BaseTrainer
    :members:

..  autoclass:: nni.nas.pytorch.trainer.Trainer
    :members:
```

### Retrain

```eval_rst
..  autofunction:: nni.nas.pytorch.fixed.apply_fixed_architecture

..  autoclass:: nni.nas.pytorch.fixed.FixedArchitecture
    :members:
```

### Distributed NAS

```eval_rst
..  autofunction:: nni.nas.pytorch.classic_nas.get_and_apply_next_architecture

..  autoclass:: nni.nas.pytorch.classic_nas.mutator.ClassicMutator
    :members:
```

### Callbacks

```eval_rst
..  autoclass:: nni.nas.pytorch.callbacks.Callback
    :members:

..  autoclass:: nni.nas.pytorch.callbacks.LRSchedulerCallback
    :members:

..  autoclass:: nni.nas.pytorch.callbacks.ArchitectureCheckpoint
    :members:

..  autoclass:: nni.nas.pytorch.callbacks.ModelCheckpoint
    :members:
```

### Utilities

```eval_rst
..  autoclass:: nni.nas.pytorch.utils.AverageMeterGroup
    :members:

..  autoclass:: nni.nas.pytorch.utils.AverageMeter
    :members:

..  autofunction:: nni.nas.pytorch.utils.to_device
```