smai-a4-mlp

SMAI A4 (roll 2024102050) CIFAR-10 model.

{
  "architecture": [
    3072,
    256,
    10
  ],
  "hidden_activation": "relu",
  "output": "10 logits (identity) + softmax",
  "loss": "categorical cross-entropy",
  "constraint": null,
  "training": {
    "data": "CIFAR-10 train part (50k), true labels (p=0)",
    "optimizer": "SGD",
    "lr": 0.01,
    "batch_size": 64,
    "grad_accumulation_steps": 1,
    "epochs": 100,
    "seed": 2050
  },
  "preprocessing": "flatten HWC image to 3072, divide by 255, subtract mean and divide by std from preprocessing.npz",
  "test_accuracy": 0.4996
}