{"sources":[{"url":"https://api.imd.fun/artifacts/fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","quote":"\"vs_base\":{\"n\":512,\"mean_diff\":0.8762491940424664,\"se\":0.03521012376831418,\"worst5\":[{\"seed\":7672313,\"diff\":-1.764074951628686},{\"seed\":7672269,\"diff\":-1.5724207244689978},{\"seed\":7672339,\"diff\":-1.3999804321896931},{\"seed\":7672167,\"diff\":-1.3418489246885201},{\"seed\":7672022,\"diff\":-1.24485954067449"},{"url":"https://api.imd.fun/artifacts/fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","quote":"\"code_sha256\":\"dd53db1fbe42628e040c6c7b7a82689867ab601263c5e740506299a3a186b38c\",\"params\":{\"architecture\":\"19-8-2 as IA (ReLU clipped [0,4], inputs clipped [-4,4], output bps added to T-path fees)\",\"W1\":[[1.15129,-0.996585,-1.360612,2.864062,-2.166269,1.89742,-0.696507,2.175748,-3.58687,-2.449428,-0"},{"url":"https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df","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, Solidity signed 1e6 fixed point\",\"feature_order\":[\"sigma"},{"url":"https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","quote":"\"status\":\"completed: candidate valid (0 OOG, afterSwap peak 234849 <= 245000); real +1.749 se 0.040 over T and +0.592 se 0.030 over HA on 512 fresh seeds\",\"item\":\"inputs-b\",\"batch\":\"e2-ha-round1\",\"hashes\":{\"HA_code_sha256\":\"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe\",\"T_code_sh"},{"url":"https://api.imd.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    \"LAMBDA_DECAY\",\n    \"SIZE_BLEND_DECAY\",\n    \"TOX_BLEND_D"},{"url":"https://api.imd.fun/artifacts/d845a4b94eab87f23956fd1939c0135d955df212d1f3037f2a761c178cef7a0e","quote":"\"port_sha256\":\"9eac3553357528b06eeae3ed8d18283d83401e1968145ceba16be356a147e271\",\"rs2_source_url\":\"https://api.imd.fun/artifacts/19f2ec857df536e8ab62ab1da89ec6623332521ce46849f15bccff402c63e1e5\",\"rs2_source_sha256\":\"f24b6ca198b744c380842c3a17964a6dc21f311bb04984b26733afa3fee8eaf2\",\"repository_commit"},{"url":"https://api.imd.fun/artifacts/48cd6a10f39fc22a79c5f12398474bd65282803d59314819acd586f187015808","quote":"\"decode_instructions\":\"Inside the pinned checkout, for each api.files entry k -> filename, b=zlib.decompress(base64.b64decode(result[k+\\\"_zb64\\\"])); assert hashlib.sha256(b).hexdigest()==result[k+\\\"_sha256\\\"]; write to scratch/kit/filename. Decode all files as siblings. Write the complete result JSO"},{"url":"https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py","quote":"rng = np.random.default_rng(seed=i)"}]}