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Re-organize GeMOSA

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This commit is contained in:
D-X-Y
2021-05-27 15:56:08 +08:00
parent 6da60664f5
commit 4ca38ad2ff
6 changed files with 26 additions and 19 deletions
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7
xautodl/datasets/synthetic_env.py
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@@ -1,3 +1,4 @@
import numpy as np
import torch
import torch.utils.data as data
@@ -44,10 +45,16 @@ class SyntheticDEnv(data.Dataset):
def set_regression(self):
self._meta_info["task"] = "regression"
self._meta_info["input_dim"] = self._data_generator.ndim
self._meta_info["output_shape"] = self._oracle_map.output_shape(self._data_generator.output_shape())
self._meta_info['output_dim'] = int(np.prod(self._meta_info["output_shape"]))
def set_classification(self, num_classes):
self._meta_info["task"] = "classification"
self._meta_info["input_dim"] = self._data_generator.ndim
self._meta_info["num_classes"] = int(num_classes)
self._meta_info["output_shape"] = self._oracle_map.output_shape(self._data_generator.output_shape())
self._meta_info['output_dim'] = int(np.prod(self._meta_info["output_shape"]))
@property
def oracle_map(self):