| { |
| "system": "waves", |
| "paper_name": "Heterogeneous waves", |
| "dataset": "heterogeneous_waves_v3_candidate", |
| "test_gids": [ |
| 16, |
| 31, |
| 32, |
| 43, |
| 50, |
| 56, |
| 58, |
| 60, |
| 83, |
| 94 |
| ], |
| "val_gids": [ |
| 3, |
| 29, |
| 37, |
| 72, |
| 76, |
| 79, |
| 81, |
| 82, |
| 91, |
| 92 |
| ], |
| "fine_horizon_idx": 40, |
| "x0_from_truth_bank": true, |
| "s_star": 5, |
| "table2": { |
| "direct_si": "cascaded_si_S01", |
| "edm": "edm", |
| "cascaded_si": "cascaded_si_S05" |
| }, |
| "validation_energy_distance_by_S": { |
| "1": 10.124500017288877, |
| "2": 6.614841657404936, |
| "5": 2.804017431478681, |
| "10": 3.804343481341147, |
| "20": 4.814091804528606, |
| "40": 5.055250247057583 |
| }, |
| "units": [ |
| { |
| "key": "cascaded_si_S01", |
| "S": 1, |
| "method": "cascaded_si", |
| "paper_names": [ |
| "direct_si" |
| ], |
| "config": "records/waves/runs/cascaded_si_S01/config.yaml", |
| "selection": { |
| "lr": 0.001, |
| "sigma": 32.0, |
| "selected_update": 6000, |
| "validation_energy_distance": 10.124500017288877 |
| }, |
| "sampler": { |
| "n_steps": 40, |
| "variant": "noise_scale_1p0", |
| "nfe": 40 |
| }, |
| "checkpoint": { |
| "file": "het-waves/direct-si/model.pt", |
| "sha256": "f13c4ecaef486f3cc746dc4d1ac8c17af474e88863de88b99f2adbca34c0f449", |
| "bytes": 25042002 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 111.57677687508175, |
| "31": 130.47201849091908, |
| "32": 113.68342065291057, |
| "43": 154.5689081717628, |
| "50": 126.61445237825666, |
| "56": 103.40463274616053, |
| "58": 117.3358626128699, |
| "60": 91.44539732427745, |
| "83": 129.9377790048021, |
| "94": 79.59376587144453 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 115.86330141284854, |
| "sem": 6.763827859735928, |
| "n": 10 |
| }, |
| "selection_flags": [] |
| }, |
| { |
| "key": "cascaded_si_S02", |
| "S": 2, |
| "method": "cascaded_si", |
| "paper_names": [], |
| "config": "records/waves/runs/cascaded_si_S02/config.yaml", |
| "selection": { |
| "lr": 0.001, |
| "sigma": 32.0, |
| "selected_update": 30000, |
| "validation_energy_distance": 6.614841657404936 |
| }, |
| "sampler": { |
| "n_steps": 40, |
| "variant": "noise_scale_1p0", |
| "nfe": 80 |
| }, |
| "checkpoint": { |
| "file": "het-waves/cascaded-si-S02/model.pt", |
| "sha256": "81ad0a0ffd6813fdf0d29049755205130592d292168db6eb405815b6752d9843", |
| "bytes": 25042002 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 71.59043316880343, |
| "31": 76.96027415153361, |
| "32": 62.30672053737942, |
| "43": 75.17741286596083, |
| "50": 87.62135749251325, |
| "56": 61.317991409406545, |
| "58": 67.51171426289727, |
| "60": 64.57135125750239, |
| "83": 92.87292253550976, |
| "94": 52.37280903180988 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 71.23029867133165, |
| "sem": 3.911905547976706, |
| "n": 10 |
| }, |
| "selection_flags": [] |
| }, |
| { |
| "key": "cascaded_si_S05", |
| "S": 5, |
| "method": "cascaded_si", |
| "paper_names": [ |
| "cascaded_si" |
| ], |
| "config": "records/waves/runs/cascaded_si_S05/config.yaml", |
| "selection": { |
| "lr": 0.003, |
| "sigma": 2.0, |
| "selected_update": 30000, |
| "validation_energy_distance": 2.804017431478681 |
| }, |
| "sampler": { |
| "n_steps": 40, |
| "variant": "noise_scale_1p0", |
| "nfe": 200 |
| }, |
| "checkpoint": { |
| "file": "het-waves/cascaded-si-S05/model.pt", |
| "sha256": "55d7268475ea02239b848aea1f0e848303bed5fce1b942db4d39d2acaafdd1a3", |
| "bytes": 25042002 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 43.277408000709556, |
| "31": 31.478095865981516, |
| "32": 32.7243260764908, |
| "43": 37.05278122099753, |
| "50": 42.025427704230765, |
| "56": 36.5351355911925, |
| "58": 40.55751135611888, |
| "60": 38.089085921104015, |
| "83": 40.06167408683427, |
| "94": 24.823122022265693 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 36.66245678459255, |
| "sem": 1.7764049801888093, |
| "n": 10 |
| }, |
| "selection_flags": [] |
| }, |
| { |
| "key": "cascaded_si_S10", |
| "S": 10, |
| "method": "cascaded_si", |
| "paper_names": [], |
| "config": "records/waves/runs/cascaded_si_S10/config.yaml", |
| "selection": { |
| "lr": 0.0001, |
| "sigma": 2.0, |
| "selected_update": 23000, |
| "validation_energy_distance": 3.804343481341147 |
| }, |
| "sampler": { |
| "n_steps": 40, |
| "variant": "noise_scale_1p0", |
| "nfe": 400 |
| }, |
| "checkpoint": { |
| "file": "het-waves/cascaded-si-S10/model.pt", |
| "sha256": "19ae726f34a4633f2b0cff8c7e18bf77838798647ab4100d786f9c13f9cc62f0", |
| "bytes": 25042066 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 51.42688856934524, |
| "31": 36.93803459490931, |
| "32": 38.37838964203388, |
| "43": 50.53022064717459, |
| "50": 54.05021536909919, |
| "56": 44.34002012135983, |
| "58": 47.00815975206427, |
| "60": 43.66229700421155, |
| "83": 48.40036733819585, |
| "94": 30.40498134867721 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 44.513957438707095, |
| "sem": 2.335970099052613, |
| "n": 10 |
| }, |
| "selection_flags": [] |
| }, |
| { |
| "key": "cascaded_si_S20", |
| "S": 20, |
| "method": "cascaded_si", |
| "paper_names": [], |
| "config": "records/waves/runs/cascaded_si_S20/config.yaml", |
| "selection": { |
| "lr": 0.0003, |
| "sigma": 16.0, |
| "selected_update": 27000, |
| "validation_energy_distance": 4.814091804528606 |
| }, |
| "sampler": { |
| "n_steps": 80, |
| "variant": "noise_scale_1p0", |
| "nfe": 1600 |
| }, |
| "checkpoint": { |
| "file": "het-waves/cascaded-si-S20/model.pt", |
| "sha256": "8af387e8de03c0137dc29786fad6b7838e3a870fa31d3051725211c56981204f", |
| "bytes": 25042130 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 66.53229366559452, |
| "31": 45.68399569936173, |
| "32": 53.02356625090238, |
| "43": 65.26812035429066, |
| "50": 70.10738302005865, |
| "56": 57.76848661963652, |
| "58": 60.14032272987788, |
| "60": 54.80270287224158, |
| "83": 62.290169858514275, |
| "94": 47.14190695728166 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 58.27589480277599, |
| "sem": 2.5799720893000138, |
| "n": 10 |
| }, |
| "selection_flags": [] |
| }, |
| { |
| "key": "cascaded_si_S40", |
| "S": 40, |
| "method": "cascaded_si", |
| "paper_names": [], |
| "config": "records/waves/runs/cascaded_si_S40/config.yaml", |
| "selection": { |
| "lr": 0.001, |
| "sigma": 1.0, |
| "selected_update": 500, |
| "validation_energy_distance": 5.055250247057583 |
| }, |
| "sampler": { |
| "n_steps": 160, |
| "variant": "noise_scale_1p0", |
| "nfe": 6400 |
| }, |
| "checkpoint": { |
| "file": "het-waves/cascaded-si-S40/model.pt", |
| "sha256": "6a01579cc242c5c0af7bff9f23263e47177e0db5a9b6dd211c99d0230899faf7", |
| "bytes": 25042322 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 74.40973311154386, |
| "31": 54.97513717069876, |
| "32": 52.62212580463097, |
| "43": 69.59406161768857, |
| "50": 79.10202339196337, |
| "56": 61.4363669411012, |
| "58": 60.99766409970283, |
| "60": 58.90514788190768, |
| "83": 69.71323604885907, |
| "94": 46.366261156312135 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 62.81217572244085, |
| "sem": 3.248342568310332, |
| "n": 10 |
| }, |
| "selection_flags": [] |
| }, |
| { |
| "key": "edm", |
| "S": 1, |
| "method": "edm", |
| "paper_names": [ |
| "edm" |
| ], |
| "config": "records/waves/runs/edm/config.yaml", |
| "selection": { |
| "lr": 3e-05, |
| "P_mean": -0.4, |
| "selected_update": 3000, |
| "validation_energy_distance": 10.684587013096882 |
| }, |
| "sampler": { |
| "n_steps": 40, |
| "variant": "default", |
| "nfe": 79 |
| }, |
| "checkpoint": { |
| "file": "het-waves/edm/model.pt", |
| "sha256": "239c3b5a212dc128d49607c7d3dd701116b5419ba8c0e58f085dace1b6b24327", |
| "bytes": 25042002 |
| }, |
| "expected_csfid": { |
| "per_condition": { |
| "16": 114.77058356503778, |
| "31": 139.43023051445556, |
| "32": 116.59819284001048, |
| "43": 158.88143885433328, |
| "50": 137.1861054276901, |
| "56": 108.73299349922962, |
| "58": 127.65699132725206, |
| "60": 100.70698060403907, |
| "83": 142.50279305131977, |
| "94": 83.94262312010909 |
| }, |
| "n_gen_nonfinite": {}, |
| "mean": 123.0408932803477, |
| "sem": 7.067465996801545, |
| "n": 10 |
| }, |
| "selection_flags": [ |
| "selected_hyperparameter_on_search_boundary" |
| ] |
| } |
| ] |
| } |
|
|
