# Experiments

#### [Experiment 1](https://stockfish.mineta.dev/nnue/readme/experiment-1)

Use 32 PSQT buckets and layer stacks for SmallNet.

Status: <mark style="color:red;">FAILED</mark>

#### [Experiment 2](https://stockfish.mineta.dev/nnue/readme/experiment-2)

Use 16 PSQT buckets and layer stacks for SmallNet.

Status: <mark style="color:red;">FAILED</mark>

#### [Experiment 3](https://stockfish.mineta.dev/nnue/readme/experiment-3)

SmallNet L1=256, simple\_eval threshold 600

Status: <mark style="color:red;">FAILED</mark>

#### [Experiment 4](https://stockfish.mineta.dev/nnue/readme/experiment-4)

Add L0 smooth regularization during SmallNet training.

Status: <mark style="color:red;">FAILED</mark>