Open yuqwang913 opened 4 years ago
Hi. I am trying to load a validation set and my data setting is shown below:
validation_data = UnityEyes( session, batch_size=batch_size, data_format='NCHW',
unityeyes_path='/cluster/project/infk/courses/machine_perception_19/validation_data/imgs_small/imgs', testing = True, num_threads=2, generate_heatmaps=True, eye_image_shape=(36, 60), heatmaps_scale=1.0 / elg_first_layer_stride, ) validation_data.set_augmentation_range('translation', 2.0, 10.0) validation_data.set_augmentation_range('rotation', 1.0, 10.0) validation_data.set_augmentation_range('intensity', 0.5, 20.0) validation_data.set_augmentation_range('blur', 0.1, 1.0) validation_data.set_augmentation_range('scale', 0.01, 0.1) validation_data.set_augmentation_range('rescale', 1.0, 0.5) validation_data.set_augmentation_range('num_line', 0.0, 2.0) validation_data.set_augmentation_range('heatmap_sigma', 7.5, 2.5)
But the issue is that the model cannot do validation job during training and it cannot trigger final test either. I want to ask whether there are some other settings I ignored if I wanna do validation during training? Thank you!
Hi. I am trying to load a validation set and my data setting is shown below:
unityeyes_path='/cluster/project/infk/courses/machine_perception_19/validation_data/imgs_small/imgs', testing = True, num_threads=2, generate_heatmaps=True, eye_image_shape=(36, 60), heatmaps_scale=1.0 / elg_first_layer_stride, ) validation_data.set_augmentation_range('translation', 2.0, 10.0) validation_data.set_augmentation_range('rotation', 1.0, 10.0) validation_data.set_augmentation_range('intensity', 0.5, 20.0) validation_data.set_augmentation_range('blur', 0.1, 1.0) validation_data.set_augmentation_range('scale', 0.01, 0.1) validation_data.set_augmentation_range('rescale', 1.0, 0.5) validation_data.set_augmentation_range('num_line', 0.0, 2.0) validation_data.set_augmentation_range('heatmap_sigma', 7.5, 2.5)
But the issue is that the model cannot do validation job during training and it cannot trigger final test either. I want to ask whether there are some other settings I ignored if I wanna do validation during training? Thank you!