rmems's picture
Ship multi-config Hub package: hardware_re4, sr_pareto, and SAAQ artifacts.
d350951
Raw
History Blame Contribute Delete
30.4 kB
{
"campaign": "sviz_all_prompts",
"repo": "corinth-canal",
"commit_sha": "fa2bed2",
"saaq_rule": "SaaqV1_5SqrtRate",
"tick_count": 512,
"telemetry_source": "csv_re4_path_tracing_telemetry",
"prompt_embedding_source": "ollama:nomic-embed-text",
"input_drive_gain": 32.0,
"models": [
{
"model": "deepseek_coder_v2_lite_q6_k_l",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T050546_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "1.1803638017269733 / exp(square(((-1.7005913749978752 / (saaq_delta_q_prev + 0.8505801915237325)) / exp(avg_pop_firing_rate_hz)) / exp(avg_pop_firing_rate_hz)))",
"best_loss": 4.113822098430562e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T050546_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T050546_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T050546_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "deepseek_coder_v2_lite_q6_k_l",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071456_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "1.1849239642254776 * exp(-0.8275794751493553 / (saaq_delta_q_prev + (avg_pop_firing_rate_hz * sqrt(0.013174333339408427 + saaq_delta_q_prev))))",
"best_loss": 4.029619073670481e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T071456_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T071456_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T071456_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "deepseek_coder_v2_lite_q6_k_l",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T072724_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(exp(-1.6263598921886657 / exp(-0.536056438415331 / (avg_pop_firing_rate_hz + saaq_delta_q_prev))) / 0.204969187660363) + 0.20676404139287421",
"best_loss": 4.003842538072657e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T072724_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T072724_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/deepseek_coder_v2_lite_q6_k_l/sr_results/20260528T072724_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "gemma4_26b_a4b_iq4_nl",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T050718_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "square(sqrt((saaq_delta_q_prev * 0.4959999793523434) - (sqrt(avg_pop_firing_rate_hz) * -0.05730000320641277)))",
"best_loss": 1.0588603531718234e-13,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T050718_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T050718_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T050718_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "gemma4_26b_a4b_iq4_nl",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071627_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "sqrt(square((avg_pop_firing_rate_hz * 0.003580262920608148) + sqrt(square((saaq_delta_q_prev * -0.49644412429557927) - 0.22629701676348468)))) / routing_entropy",
"best_loss": 2.5179820261067803e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T071627_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T071627_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T071627_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "gemma4_26b_a4b_iq4_nl",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T072855_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "square(sqrt(exp((saaq_delta_q_prev * 0.33741423122667347) - (exp(avg_pop_firing_rate_hz * -0.008879014571600652) * 0.7223314870184148))))",
"best_loss": 0.00014718947887256358,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T072855_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T072855_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/gemma4_26b_a4b_iq4_nl/sr_results/20260528T072855_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "kimi_vl_a3b_q6_k",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T045523_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(-0.1876628566683286 / (((-0.30898485970794864 - avg_pop_firing_rate_hz) / square(avg_pop_firing_rate_hz + saaq_delta_q_prev)) + -0.1805895334559344)) - -0.11676039238234275",
"best_loss": 3.79859476453263e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T045523_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T045523_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T045523_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "kimi_vl_a3b_q6_k",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_saaq",
"run_id": "20260528T050110_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "1.1297785760848207 / exp(-1.4356662261536712 / (avg_pop_firing_rate_hz - (saaq_delta_q_prev * (avg_pop_firing_rate_hz + 1.8205256986843552))))",
"best_loss": 3.810974094164658e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T050110_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T050110_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T050110_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "kimi_vl_a3b_q6_k",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071023_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(avg_pop_firing_rate_hz * 0.0033787922070328304) + ((saaq_delta_q_prev / 2.016130571946797) - -5.61693307304552e-7)",
"best_loss": 1.0993217094541099e-14,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T071023_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T071023_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T071023_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "kimi_vl_a3b_q6_k",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T072250_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "sqrt(exp(((-5.3117982645268125 / (avg_pop_firing_rate_hz + 1.0774915012157649)) / (saaq_delta_q_prev + 1.0219483007149572)) + saaq_delta_q_prev))",
"best_loss": 1.0389150477411496e-06,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T072250_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T072250_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/kimi_vl_a3b_q6_k/sr_results/20260528T072250_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "llama_3_2_dark_champion_q5_k_m",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T051023_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(((-1.2452695013217132 + saaq_delta_q_prev) / 0.0403143286471178) / avg_pop_firing_rate_hz) + exp(0.0403143286471178)",
"best_loss": 0.0003186262158662084,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T051023_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T051023_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T051023_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "llama_3_2_dark_champion_q5_k_m",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071930_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "sqrt(((avg_pop_firing_rate_hz * 0.006597005912016259) + -0.510928549828529) + saaq_delta_q_prev)",
"best_loss": 1.3180986374580043e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T071930_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T071930_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T071930_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "llama_3_2_dark_champion_q5_k_m",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T073159_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "exp((0.9569510480732365 / ((avg_pop_firing_rate_hz * -0.02008487680470818) - saaq_delta_q_prev)) + (saaq_delta_q_prev * 0.37688633360118284))",
"best_loss": 1.3277101658262612e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T073159_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T073159_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/llama_3_2_dark_champion_q5_k_m/sr_results/20260528T073159_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "marco_nano_base_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T045656_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "square(sqrt((avg_pop_firing_rate_hz / (avg_pop_firing_rate_hz + 55.03955253891647)) + (saaq_delta_q_prev * 0.4220589238770348)))",
"best_loss": 5.988988508051238e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T045656_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T045656_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T045656_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "marco_nano_base_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_saaq",
"run_id": "20260528T050242_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "sqrt(0.15463528733592602 / (25.77976032005814 / ((square(routing_entropy) + ((saaq_delta_q_prev * avg_pop_firing_rate_hz) * saaq_delta_q_prev)) + 88.57874770721325)))",
"best_loss": 3.8027049534183816e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T050242_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T050242_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T050242_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "marco_nano_base_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071154_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "sqrt(square((exp(-58.04768587670351 / avg_pop_firing_rate_hz) * -3.0514931227650735) - exp(saaq_delta_q_prev)) * 0.058530633714693095)",
"best_loss": 8.550647779916281e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T071154_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T071154_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T071154_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "marco_nano_base_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T072421_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "square((((avg_pop_firing_rate_hz * -1.0825038286373099) - (saaq_delta_q_prev * 51.733724496405856)) / (-94.06728006368742 - avg_pop_firing_rate_hz)) + 0.20958840632653558)",
"best_loss": 4.618653888500224e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T072421_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T072421_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/marco_nano_base_q8_0/sr_results/20260528T072421_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "olmoe_1b_7b_f16",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T050414_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(((saaq_delta_q_prev * (0.5116790416453304 / avg_pop_firing_rate_hz)) + 0.009676016894121774) * avg_pop_firing_rate_hz) + (0.07785567759326768 / routing_entropy)",
"best_loss": 7.206001690761973e-06,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T050414_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T050414_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T050414_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "olmoe_1b_7b_f16",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071325_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(((avg_pop_firing_rate_hz / (0.2020140478874213 - exp(saaq_delta_q_prev))) * -0.005391281667156109) + 0.22355217057791352) * exp(saaq_delta_q_prev)",
"best_loss": 0.00028259788432666945,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T071325_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T071325_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T071325_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "olmoe_1b_7b_f16",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T072553_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(saaq_delta_q_prev + sqrt(avg_pop_firing_rate_hz * 0.013345973155004463)) * 0.4959987502422984",
"best_loss": 1.0861741088815314e-13,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T072553_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T072553_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/olmoe_1b_7b_f16/sr_results/20260528T072553_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "qwen3_moe_iq3_m",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T050851_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": null,
"best_loss": null,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T050851_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T050851_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T050851_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "qwen3_moe_iq3_m",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T071759_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": null,
"best_loss": null,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T071759_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T071759_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T071759_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "qwen3_moe_iq3_m",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T073028_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": null,
"best_loss": null,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T073028_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T073028_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/qwen3_moe_iq3_m/sr_results/20260528T073028_english_snn_r0_sviz_english/sr_manifest.json"
},
{
"model": "zaya1_8b_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_math_logic",
"run_id": "20260528T045352_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "square(square(exp(sqrt(sqrt((saaq_delta_q_prev - (avg_pop_firing_rate_hz * -0.0074572984734269055)) + 0.8785696244948947)) - 1.2516106311984017)))",
"best_loss": 3.203658737077716e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T045352_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T045352_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T045352_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "zaya1_8b_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_saaq",
"run_id": "20260528T045939_math_logic_r0_sviz_saaq",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(((saaq_delta_q_prev * -0.8986519528862782) / ((-75.17471321844874 / avg_pop_firing_rate_hz) + -0.7855038210577192)) + 0.5654516581979825) * 0.9255585006217968",
"best_loss": 5.620942491828412e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T045939_math_logic_r0_sviz_saaq/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T045939_math_logic_r0_sviz_saaq/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T045939_math_logic_r0_sviz_saaq/sr_manifest.json"
},
{
"model": "zaya1_8b_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_rust_syntax",
"run_id": "20260528T070852_rust_syntax_r0_sviz_rust",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "(-11.674685199330748 / (((saaq_delta_q_prev * 7.6605788774324735) + sqrt(avg_pop_firing_rate_hz)) / routing_entropy)) + 1.6887797094073154",
"best_loss": 3.324081395629667e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T070852_rust_syntax_r0_sviz_rust/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T070852_rust_syntax_r0_sviz_rust/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T070852_rust_syntax_r0_sviz_rust/sr_manifest.json"
},
{
"model": "zaya1_8b_q8_0",
"telemetry_source": "csv_re4_path_tracing_telemetry",
"condition": "sviz_english_snn",
"run_id": "20260528T072119_english_snn_r0_sviz_english",
"feature_columns": [
"avg_pop_firing_rate_hz",
"membrane_dv_dt",
"routing_entropy",
"saaq_delta_q_prev"
],
"target_column": "saaq_delta_q_target",
"niterations": 30,
"best_equation": "exp((-14.165076833037414 / ((avg_pop_firing_rate_hz - -14.165076833037414) / 1.5169149154878694)) - (-0.5534409848711178 * saaq_delta_q_prev)) / 1.3756013652860177",
"best_loss": 9.396918665318685e-05,
"pareto_front_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T072119_english_snn_r0_sviz_english/pareto_front.csv",
"hall_of_fame_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T072119_english_snn_r0_sviz_english/hall_of_fame.csv",
"sr_manifest_path": "/home/raulmc/rmems/Surrogate_Viz.jl/outputs/zaya1_8b_q8_0/sr_results/20260528T072119_english_snn_r0_sviz_english/sr_manifest.json"
}
],
"run_count": 27
}