10d7ece1c34c5533262a54d20d974a3d04f0b7ce,src/sdk/pynni/nni/compression/tensorflow/compressor.py,,_instrument_model,#Any#Any#,289

Before Change


    for wrapper in reversed(wrappers):
        cur = model
        for key in wrapper.layer_info.path[:-1]:
            if isinstance(key, str):
                cur = getattr(cur, key)
            else:
                name, index = key
                cur = getattr(cur, name)[index]
        key = wrapper.layer_info.path[-1]
        if isinstance(key, str):
            setattr(cur, key, wrapper)
        else:

After Change


        return tf.keras.Sequential(layers) if need_rebuild else seq

    def _instrument_model(self, model):
        for key, value in list(model.__dict__.items()):  // avoid "dictionary keys changed during iteration"
            if isinstance(value, tf.keras.layers.Layer):
                new_layer = self._instrument(value)
                if new_layer is not value:
                    setattr(model, key, new_layer)
            elif isinstance(value, list):
                for i, item in enumerate(value):
                    if isinstance(item, tf.keras.layers.Layer):
                        value[i] = self._instrument(item)
        return model


    def _select_config(self, layer):
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 7

Instances


Project Name: microsoft/nni
Commit Name: 10d7ece1c34c5533262a54d20d974a3d04f0b7ce
Time: 2020-09-15
Author: 40699903+liuzhe-lz@users.noreply.github.com
File Name: src/sdk/pynni/nni/compression/tensorflow/compressor.py
Class Name:
Method Name: _instrument_model


Project Name: keras-team/keras
Commit Name: 560cb94519ad5a5eed3adc323a9e1ad3cf0690e9
Time: 2015-06-30
Author: francois.chollet@gmail.com
File Name: keras/callbacks.py
Class Name: BaseLogger
Method Name: on_epoch_end


Project Name: uber/ludwig
Commit Name: 360f6e8aee7989b7e649c21883026612964b9cf7
Time: 2020-03-06
Author: jimthompson5802@aol.com
File Name: ludwig/models/model.py
Class Name: Model
Method Name: batch_evaluation