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{
"model": "unet",
"dataset" : "mapillary",
"preprocessing": {
"resize": {
"height": 512,
"width": 1024
},
"normalize": {
"mean": [0.485, 0.456, 0.406],
"std" : [0.229, 0.224, 0.225]
}
},
"input_info": {
"sample_size": [1, 3, 512, 1024]
},
"weighing": [0.0000, 0.0554, 0.3358, 0.0843, 0.7865, 0.7753, 1.1966, 5.1031, 2.4255,
0.0679, 0.8589, 0.0389, 2.8977, 9.4937, 0.2531, 1.8852, 2.1179, 2.1978,
5.9516, 6.4394],
"multiprocessing_distributed" : true,
"optimizer": {
"type": "Adam",
"optimizer_params": {
"lr": 1.0e-5,
"weight_decay": 2.0e-4
},
"schedule_type": "step",
"step": 20,
"gamma": 0.1
},
"model_params": {
"input_size_hw": [512, 1024]
},
"compression": {
"algorithm": "quantization"
},
"export_to_ir_via_onnx": true
}
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