candidate-generation / config.json
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{
"training_setup": {
"num_configs": 279,
"image_embedding_size": 512,
"pod_embedding_size": 512,
"dict_size": 119547,
"config_embedding_size": 16,
"config_embedding_dropout": 0.2,
"pod_embedding_dropout": 0.0,
"dropout1": 0.7,
"dropout2": 0.35,
"dropout3": 0.35,
"fc1_size": 1024,
"fc2_size": 512,
"fc3_size": 512,
"aggregation_mode": "mean",
"lr": 0.0001,
"batch_size": 8,
"weight_decay": 0.5,
"num_epochs": 15,
"device": "cpu",
"generate_embeddings": 0,
"dataset_load": 1,
"generated_dataset_path": "./datasets/GCT/",
"dataset_size": 100000,
"lr_milestones": [
2,
100
],
"even_by_region": false,
"with_resources": false,
"dummy_model": false,
"find_min": true
},
"configuration2id": {
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}