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

Before Change


        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]

After Change


                need_rebuild = True
        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: 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: facebookresearch/pythia
Commit Name: 2f337387d6759627bae60284e7fa612268580724
Time: 2020-09-15
Author: vedanujg@gmail.com
File Name: mmf/models/mmf_transformer.py
Class Name: MMFTransformerEmbeddings
Method Name: forward


Project Name: facebookresearch/Horizon
Commit Name: de10f79e39f04779438248be76633e55a11cba41
Time: 2020-04-23
Author: kittipat@fb.com
File Name: reagent/types.py
Class Name: TensorDataClass
Method Name: cuda