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{
"model": "resnet18",
"weights": "https://storage.openvinotoolkit.org/repositories/nncf/examples/torch/classification/resnet18_cifar10.pth",
"batch_size": 512,
"input_info": {
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},
"dataset": "cifar10",
"num_classes": 10,
"optimizer": {
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"weight_decay": 1e-4,
"schedule_type": "multistep",
"steps": [
60,
100
],
"optimizer_params": {
"momentum": 0.9,
"nesterov": true
}
},
"accuracy_aware_training": {
"mode": "adaptive_compression_level",
"params": {
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"initial_training_phase_epochs": 110,
"patience_epochs": 110,
"maximal_total_epochs": 1000
}
},
"compression": {
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"params": {
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"filter_importance": "geometric_median"
}
}
}
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