67eedf1a9848c9b48a92f5faa6048a9c49d515ea,rastervision_pytorch_learner/rastervision/pytorch_learner/learner_config.py,DataConfig,DataConfig_1,#,216
Before Change
4,
description="Number of workers to use when DataLoader makes batches.")
// TODO support setting parameters of augmentors?
augmentors: List[str] = Field(
default_augmentors,
description=(
"Names of albumentations augmentors to use for training batches. "
After Change
"This transformation is in addition to the resizing due to img_sz. "
"This is useful for, for example, applying the same normalization to "
"all datasets.")
aug_transform: Optional[dict] = Field(
None,
description="An Albumentations transform serialized as a dict that "
"will be applied as data augmentation to the training dataset. This "
"transform is applied before base_transform. If provided, the "
"augmentors option is ignored.")
plot_options: Optional[PlotOptions] = Field(
PlotOptions(), description="Options to control plotting.")
// validators
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 3
Instances Project Name: azavea/raster-vision
Commit Name: 67eedf1a9848c9b48a92f5faa6048a9c49d515ea
Time: 2020-09-24
Author: AdeelH@users.noreply.github.com
File Name: rastervision_pytorch_learner/rastervision/pytorch_learner/learner_config.py
Class Name: DataConfig
Method Name: DataConfig_1
Project Name: azavea/raster-vision
Commit Name: ecf2dd3371f02a64c147e539662bdd6226ddd007
Time: 2020-09-25
Author: jmcclain@azavea.com
File Name: rastervision_core/rastervision/core/data/raster_source/multi_raster_source_config.py
Class Name: MultiRasterSourceConfig
Method Name: MultiRasterSourceConfig_1
Project Name: azavea/raster-vision
Commit Name: 67eedf1a9848c9b48a92f5faa6048a9c49d515ea
Time: 2020-09-24
Author: AdeelH@users.noreply.github.com
File Name: rastervision_pytorch_backend/rastervision/pytorch_backend/pytorch_learner_backend_config.py
Class Name: PyTorchLearnerBackendConfig
Method Name: PyTorchLearnerBackendConfig_1