{
  "sources": [
    {
      "url": "https://api.imdnotdead.fun/artifacts/2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336",
      "quote": "\"search_settings\":{\"method\":\"CMA-ES (pycma 4.x) over 219 = 178 head weights + 41 constants\",\"start\":\"CG's frozen weights and T's constants (fe2320 params.constants start values)\",\"weights\":\"w = w0 + 0.03 * rms(block) * z, blocks W1,b1,W2,b2\",\"constan"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979",
      "quote": "\"port_sha256\":\"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b\",\"params\":{\"architecture\":\"19-8-2, ReLU clipped [0,4], inputs clipped [-4,4], output in bps added to T-path fees then clamped [0,MAX_FEE]; weights rounded to 1e-6, Solidi"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea",
      "quote": "\"replica_source_sha256\": \"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c\",\n  \"th_names\": [\n    \"ELAPSED_CAP\",\n    \"SIGNAL_THRESHOLD\",\n    \"DIR_DECAY\",\n    \"ACT_DECAY\",\n    \"SIZE_DECAY\",\n    \"TOX_DECAY\",\n    \"SIGMA_DECAY\",\n    \"LAMBD"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690",
      "quote": "\"key\":\"head-a\",\"blocked\":null,\"gates\":{\"A\":{\"passed\":true,\"sequences\":50,\"swap_callbacks\":100000,\"max_fee_diff_bps\":1.2216616607219066e-09,\"threshold_bps\":0.01,\"seeds\":[310000,310049]},\"B\":{\"passed\":true,\"n\":4096,\"seeds\":[31000000,31004095],\"gain\":0."
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
      "quote": "rng = np.random.default_rng(seed=i)"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py",
      "quote": "n_steps=10000,"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/contracts/src/VanillaStrategy.sol",
      "quote": "uint256 public constant FEE = 30 * BPS;"
    }
  ]
}