e304d4ee794a4cca8c116e52f99077ee71f87af1,mushroom/approximators/parametric/pytorch_network.py,PyTorchApproximator,predict,#PyTorchApproximator#,62

Before Change


            val = self._network.forward(*torch_args, **kwargs).detach().numpy()
        else:
            torch_args = [torch.from_numpy(x).cuda() for x in args]
            val = self._network.forward(*torch_args,
                                        **kwargs).detach().cpu().numpy()

        return val

    def fit(self, *args, **kwargs):

After Change


            torch_args = [torch.from_numpy(x).cuda() for x in args]
            val = self._network.forward(*torch_args,
                                        **kwargs)
            if isinstance(val, tuple):
                val = tuple([x.detach().cpu().numpy() for x in val])
            else:
                val = val.detach().cpu().numpy()

        return val

    def fit(self, *args, **kwargs):
        if self._dropout:
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 6

Instances


Project Name: AIRLab-POLIMI/mushroom
Commit Name: e304d4ee794a4cca8c116e52f99077ee71f87af1
Time: 2018-09-03
Author: carloderamo@gmail.com
File Name: mushroom/approximators/parametric/pytorch_network.py
Class Name: PyTorchApproximator
Method Name: predict


Project Name: tensorflow/tpu
Commit Name: 58086fa0a4fdd7c72a9ca51746a754fbd6644b91
Time: 2019-08-06
Author: gardener@tensorflow.org
File Name: models/common/distributed_executor.py
Class Name: DistributedExecutor
Method Name: _run_evaluation


Project Name: tensorflow/tpu
Commit Name: 0789cc08dd92a43422469fc4973ecc972d032421
Time: 2019-08-06
Author: yeqing@google.com
File Name: models/common/distributed_executor.py
Class Name: DistributedExecutor
Method Name: _run_evaluation