Comments (2)
These issues are mainly due to that I specified the data preprocessing in their method file for better performance on CIFAR. For example, line 50. Deleting them should fix these issues.
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Thank you for your reply. Commenting on those lines worked for me.
Moreover,
Are you aware of this error? Whenever I am trying to simulate 10 tasks of 20 classes on each task as specified in the following params
{
"prefix": "train",
"dataset": "imagenet1000",
"memory_size": 0,
"shuffle": true,
"init_cls": 10,
"increment": 20,
"model_name": "fetril",
"convnet_type": "resnet18",
"device": ["2"],
"seed": [1993],
"init_epochs": 200,
"init_lr" : 0.1,
"init_weight_decay" : 5e-4,
"epochs" : 50,
"lr" : 0.05,
"batch_size" : 128,
"weight_decay" : 5e-4,
"num_workers" : 8,
"T" : 10
}
But Whenever I used larger initial classes as
{
"prefix": "train",
"dataset": "imagenet1000",
"memory_size": 0,
"shuffle": true,
"init_cls": 100,
"increment": 20,
"model_name": "fetril",
"convnet_type": "resnet18",
"device": ["2"],
"seed": [1993],
"init_epochs": 200,
"init_lr" : 0.1,
"init_weight_decay" : 5e-4,
"epochs" : 50,
"lr" : 0.05,
"batch_size" : 128,
"weight_decay" : 5e-4,
"num_workers" : 8,
"T" : 10
}
it works. Does it need to have larger initial classes? Am I missing something here? regarding the arguments of JSON file?
Thank you
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Related Issues (20)
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