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Model Configuration (CRITICAL FOR INFERENCE)
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modelCategory: SOTA
Task: classification
Genome: [[0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 0], [0, 0, 0, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 1, 0], [1, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 1]]
Architecture: MacroGenotype(ops=[[[0], [1, 1], [0, 1, 1], [1, 1, 1, 1], [1, 0, 0, 1, 0], [0]], [[0], [0, 0], [1, 0, 1], [1, 0, 0, 1], [1, 1, 1, 0, 1], [0]], [[1], [0, 1], [1, 0, 1], [1, 0, 0, 1], [0, 1, 1, 1, 1], [1]]])
backbone: yolov8n
search_space: macro
num_cells: 3
num_classes: 10
image_size: 224
class_names: ['airplane', 'automobile', 'bird', 'cat', 'deer', 'dog', 'frog', 'horse', 'ship', 'truck']
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Performance Metrics
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Params: 12.65417 MB
Forward FLOPs: 720.141312 M
Training FLOPs: 2840.488960 M [thop]
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Epoch  | Train Acc  | Valid Acc  | Error      | FLOPs     
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0      | 52.51      | 74.18      | 25.82      | 2840.49   
