v2/ford/explorer_ice/2016/cnn_base_d8b7ef3c/v1/metadata.json
| 1 | { |
| 2 | "vehicle": { |
| 3 | "vehicle_description": "2016_Ford_Explorer_4cyl_2WD | fastsim 3.1.0 | routee-powertrain 2.0.1", |
| 4 | "powertrain_type": "ICE", |
| 5 | "make": "ford", |
| 6 | "model": "explorer", |
| 7 | "year": 2016, |
| 8 | "variant": "base", |
| 9 | "mass_lbs": 5299.828479761594, |
| 10 | "fuel_type": "GASOLINE", |
| 11 | "drivetrain": "FWD", |
| 12 | "engine": null, |
| 13 | "trim": "4cyl 2WD" |
| 14 | }, |
| 15 | "contract": { |
| 16 | "feature_set": [ |
| 17 | { |
| 18 | "name": "speed_mph", |
| 19 | "units": "mph", |
| 20 | "dtype": "float32", |
| 21 | "constraints": { |
| 22 | "lower": 0.0, |
| 23 | "upper": 120.0 |
| 24 | } |
| 25 | }, |
| 26 | { |
| 27 | "name": "grade_pct", |
| 28 | "units": "percent", |
| 29 | "dtype": "float32", |
| 30 | "constraints": { |
| 31 | "lower": -30.0, |
| 32 | "upper": 30.0 |
| 33 | } |
| 34 | }, |
| 35 | { |
| 36 | "name": "distance_mi", |
| 37 | "units": "miles", |
| 38 | "dtype": "float32", |
| 39 | "constraints": { |
| 40 | "lower": 0.0, |
| 41 | "upper": null |
| 42 | } |
| 43 | }, |
| 44 | { |
| 45 | "name": "link_time", |
| 46 | "units": "seconds", |
| 47 | "dtype": "float32", |
| 48 | "constraints": { |
| 49 | "lower": 0.0, |
| 50 | "upper": null |
| 51 | } |
| 52 | }, |
| 53 | { |
| 54 | "name": "link_sinuosity", |
| 55 | "units": "ratio", |
| 56 | "dtype": "float32", |
| 57 | "constraints": { |
| 58 | "lower": 1.0, |
| 59 | "upper": null |
| 60 | } |
| 61 | }, |
| 62 | { |
| 63 | "name": "link_abs_bearing_delta", |
| 64 | "units": "degrees", |
| 65 | "dtype": "float32", |
| 66 | "constraints": { |
| 67 | "lower": 0.0, |
| 68 | "upper": 180.0 |
| 69 | } |
| 70 | } |
| 71 | ], |
| 72 | "distance": { |
| 73 | "name": "distance_mi", |
| 74 | "units": "miles", |
| 75 | "dtype": "float32", |
| 76 | "constraints": { |
| 77 | "lower": null, |
| 78 | "upper": null |
| 79 | } |
| 80 | }, |
| 81 | "target": [ |
| 82 | { |
| 83 | "name": "fuel_gge", |
| 84 | "units": "gallons gasoline", |
| 85 | "dtype": "float32", |
| 86 | "constraints": { |
| 87 | "lower": null, |
| 88 | "upper": null |
| 89 | } |
| 90 | } |
| 91 | ], |
| 92 | "predict_method": "rate", |
| 93 | "real_world_adjustment_factor": 1.166 |
| 94 | }, |
| 95 | "estimator": { |
| 96 | "estimator_type": "ONNXEstimator", |
| 97 | "model_file": "model.onnx", |
| 98 | "architecture_tag": "cnn", |
| 99 | "input_spec": { |
| 100 | "lookback": 5, |
| 101 | "grouping_column": "trip_id", |
| 102 | "pad_strategy": "zero" |
| 103 | }, |
| 104 | "estimator_sha256": "e7f694a0a79b37dc2f81c97e30e9bf45f4a137360e4f5088d9a54353fcc4b60e" |
| 105 | }, |
| 106 | "provenance": { |
| 107 | "source": { |
| 108 | "method": "fastsim_simulation", |
| 109 | "fastsim_vehicle_id": "v1/fastsim-3/conv/ford/explorer-4cyl-2wd/2016/base/r1", |
| 110 | "fastsim_vehicles_ref": "r1", |
| 111 | "fastsim_version": "3.1.0", |
| 112 | "pipeline_version": "0.1.0", |
| 113 | "pipeline_run_id": "train_models_train_and_serialize_4bd92ad9", |
| 114 | "pipeline_repo_ref": "d6f5f14cc12c516041324a117963bd07338ecf33", |
| 115 | "dataset_run_ids": [ |
| 116 | "prepare_training_data_validate_training_data_08363275", |
| 117 | "prepare_training_data_validate_training_data_09e54c14", |
| 118 | "prepare_training_data_validate_training_data_0f00f562", |
| 119 | "prepare_training_data_validate_training_data_10e1dd7a", |
| 120 | "prepare_training_data_validate_training_data_136a97df", |
| 121 | "prepare_training_data_validate_training_data_20848c48", |
| 122 | "prepare_training_data_validate_training_data_2367d231", |
| 123 | "prepare_training_data_validate_training_data_24f35a9b", |
| 124 | "prepare_training_data_validate_training_data_2a80012c", |
| 125 | "prepare_training_data_validate_training_data_2c7ac8e0", |
| 126 | "prepare_training_data_validate_training_data_3074f1d7", |
| 127 | "prepare_training_data_validate_training_data_32489dbf", |
| 128 | "prepare_training_data_validate_training_data_33953ffc", |
| 129 | "prepare_training_data_validate_training_data_39e2b21d", |
| 130 | "prepare_training_data_validate_training_data_44d4698b", |
| 131 | "prepare_training_data_validate_training_data_49fdd07e", |
| 132 | "prepare_training_data_validate_training_data_60ad26f1", |
| 133 | "prepare_training_data_validate_training_data_61dee113", |
| 134 | "prepare_training_data_validate_training_data_64c2de0e", |
| 135 | "prepare_training_data_validate_training_data_6fdbc16d", |
| 136 | "prepare_training_data_validate_training_data_70a115f7", |
| 137 | "prepare_training_data_validate_training_data_72750840", |
| 138 | "prepare_training_data_validate_training_data_7691adb9", |
| 139 | "prepare_training_data_validate_training_data_7707f006", |
| 140 | "prepare_training_data_validate_training_data_844a2115", |
| 141 | "prepare_training_data_validate_training_data_85c95fe1", |
| 142 | "prepare_training_data_validate_training_data_891defaa", |
| 143 | "prepare_training_data_validate_training_data_8ac447f0", |
| 144 | "prepare_training_data_validate_training_data_8b53f3c2", |
| 145 | "prepare_training_data_validate_training_data_8f7d36d6", |
| 146 | "prepare_training_data_validate_training_data_90e0b8c1", |
| 147 | "prepare_training_data_validate_training_data_91ab1c23", |
| 148 | "prepare_training_data_validate_training_data_94d5d451", |
| 149 | "prepare_training_data_validate_training_data_a3d6df60", |
| 150 | "prepare_training_data_validate_training_data_b1a1f791", |
| 151 | "prepare_training_data_validate_training_data_bb4b7112", |
| 152 | "prepare_training_data_validate_training_data_bd770c5f", |
| 153 | "prepare_training_data_validate_training_data_cc9dfe47", |
| 154 | "prepare_training_data_validate_training_data_cfb30e30", |
| 155 | "prepare_training_data_validate_training_data_dc9173b8", |
| 156 | "prepare_training_data_validate_training_data_e4bff99f", |
| 157 | "prepare_training_data_validate_training_data_e7879c91", |
| 158 | "prepare_training_data_validate_training_data_e8a73ed0", |
| 159 | "prepare_training_data_validate_training_data_f606b75d", |
| 160 | "prepare_training_data_validate_training_data_f8bc170f", |
| 161 | "prepare_training_data_validate_training_data_fa100c90", |
| 162 | "prepare_training_data_validate_training_data_fb88b71d", |
| 163 | "prepare_training_data_validate_training_data_fd47d9c9" |
| 164 | ], |
| 165 | "data_sources": [ |
| 166 | "wm1" |
| 167 | ], |
| 168 | "notes": null |
| 169 | }, |
| 170 | "training": { |
| 171 | "test_size": 0.2, |
| 172 | "validation_size": null, |
| 173 | "random_seed": 52, |
| 174 | "trip_column": "trip_id", |
| 175 | "trained_date": "2026-08-07" |
| 176 | } |
| 177 | }, |
| 178 | "errors": { |
| 179 | "estimator_errors": { |
| 180 | "error_by_target": { |
| 181 | "fuel_gge": { |
| 182 | "link_root_mean_squared_error": 0.0013381336744428586, |
| 183 | "link_norm_root_mean_squared_error": 0.6606635106981357, |
| 184 | "link_weighted_relative_percent_difference": 0.3442182860460179, |
| 185 | "net_error": -0.0018385527061156412, |
| 186 | "actual_dist_per_energy": 23.392712434649503, |
| 187 | "pred_dist_per_energy": 23.435800388874455, |
| 188 | "real_world_pred_dist_per_energy": 20.099314227165056, |
| 189 | "trip_relative_percent_difference": 0.012781946642691682, |
| 190 | "trip_weighted_relative_percent_difference": 0.04332891201099444, |
| 191 | "trip_root_mean_squared_error": 0.009232313580304904, |
| 192 | "trip_norm_root_mean_squared_error": 0.16071188018276966, |
| 193 | "link_negative_log_likelihood": null, |
| 194 | "link_continuous_ranked_probability_score": null, |
| 195 | "link_prediction_interval_coverage_probability": null, |
| 196 | "trip_negative_log_likelihood": null, |
| 197 | "trip_continuous_ranked_probability_score": null, |
| 198 | "trip_prediction_interval_coverage_probability": null |
| 199 | } |
| 200 | } |
| 201 | } |
| 202 | }, |
| 203 | "routee_version": "2.0.1", |
| 204 | "schema_version": 2, |
| 205 | "model_key": "ford/explorer_ice/2016/cnn_base_d8b7ef3c", |
| 206 | "model_digest": "sha256:33a1d567bbef95be0184cc8ae2f10643224af2989ebebda21c826340b326738c" |
| 207 | } |