blob: 774cbe5ad5d3b5b699949b31f097ba01375aad82 (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
|
### `tf.train.basic_train_loop(supervisor, train_step_fn, args=None, kwargs=None, master='')` {#basic_train_loop}
Basic loop to train a model.
Calls `train_step_fn` in a loop to train a model. The function is called as:
```python
train_step_fn(session, *args, **kwargs)
```
It is passed a `tf.Session` in addition to `args` and `kwargs`. The function
typically runs one training step in the session.
##### Args:
* <b>`supervisor`</b>: `tf.Supervisor` to run the training services.
* <b>`train_step_fn`</b>: Callable to execute one training step. Called
repeatedly as `train_step_fn(session, *args **kwargs)`.
* <b>`args`</b>: Optional positional arguments passed to `train_step_fn`.
* <b>`kwargs`</b>: Optional keyword arguments passed to `train_step_fn`.
* <b>`master`</b>: Master to use to create the training session. Defaults to
`""` which causes the session to be created in the local process.
|
