{ "model": "sentinel-1-alpha-image-micro", "params": 844067, "epochs": 2, "dataset": "CIFAR10-200", "final_loss": 0.9959450205167134, "c1": -0.007994021805953, "c2": 0.000200056042968, "inv_e": 0.36787944117144233, "activation": "Sentinel-Sech", "optimizer": "S-Adam", "attention": "Sentinel sech cross-attention (no softmax)", "quantization": "Sentinel-INT8 (Z=C1, S=max|w|\u00b71/e)", "security": "S-Shield C2-tripwire" }