2025-09-24 02:42:11,119 [INFO ] [logger.py:dumpArgs:73]	 Starting with arguments
{"name": "starcraft", "dataset": {"path": "../../datasets/starcraftimage", "image_format": "cifar10", "image_size": 224}, "batch_size": 50, "split": "train", "output": "./models/mean/", "verbose": 1, "cuda_index": 1}
2025-09-24 02:42:11,119 [INFO ] [learn_mean_imputator.py:<module>:35]	 Starting to learn mean for starcraft
2025-09-24 02:42:11,119 [INFO ] [loader.py:getDatasetSplits:27]	 Loading StarCraft dataset from ../../datasets/starcraftimage
2025-09-24 02:42:11,119 [INFO ] [starcraft.py:createStarCraftDataset:103]	 Using 10 StarCraft targets: ['Acolyte LE at Beginning', 'Acolyte LE at End', 'Abyssal Reef LE at Beginning', 'Abyssal Reef LE at End', 'Ascension to Aiur LE at Beginning', 'Ascension to Aiur LE at End', 'Mech Depot LE at Beginning', 'Mech Depot LE at End', 'Odyssey LE at Beginning', 'Odyssey LE at End']
2025-09-24 02:42:11,157 [INFO ] [baselines.py:getTransform:24]	 Resizing images from 32 to 224
2025-09-24 02:42:11,157 [INFO ] [baselines.py:getTransform:43]	 Applying 0.5 normalization
2025-09-24 02:42:14,636 [INFO ] [torch_utils.py:split:72]	 Split training from 50000 into 35000 training images and 15000 validation images. Found 10000 testing images.
2025-09-24 02:42:14,675 [INFO ] [util.py:selectDevice:88]	 Using cuda:1 for tensor calculations
2025-09-24 02:42:14,824 [INFO ] [learn_mean_imputator.py:<module>:53]	 Using dataset split train
2025-09-24 02:42:14,824 [INFO ] [learn_mean_imputator.py:<module>:59]	 Started learning starcraft mean
2025-09-24 02:42:14,900 [INFO ] [imputator.py:meanFromDataloader:126]	 Output shape: torch.Size([3, 224, 224])
2025-09-24 02:42:48,564 [INFO ] [imputator.py:meanFromDataloader:134]	 Computed dataset mean in 33.7397316172719 seconds
2025-09-24 02:42:48,564 [INFO ] [learn_mean_imputator.py:<module>:65]	 Saving mean to ./models/mean/starcraft.pklz
