Upload STIC-M v3 results to 实验1/stic_m_v3_ks1d_experiment1
Browse files- .gitattributes +2 -0
- 实验1/stic_m_v3_ks1d_experiment1/blackbox_core/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/blackbox_core/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/blackbox_core/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/blackbox_core/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/config.json +18 -0
- 实验1/stic_m_v3_ks1d_experiment1/full/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/full/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/full/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/full/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/lead_rmse.png +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_closed_core/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_closed_core/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_closed_core/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_closed_core/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_dynamic_folding/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_dynamic_folding/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_dynamic_folding/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_dynamic_folding/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_flux/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_flux/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_flux/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_flux/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_phase/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_phase/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_phase/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_phase/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_port/checkpoint.pt +3 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_port/metrics.json +43 -0
- /345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_port/prediction_example.png +0 -0
- 实验1/stic_m_v3_ks1d_experiment1/no_port/train_log.json +254 -0
- 实验1/stic_m_v3_ks1d_experiment1/results.csv +8 -0
- 实验1/stic_m_v3_ks1d_experiment1/results.json +303 -0
- 实验1/stic_m_v3_ks1d_experiment1/summary.png +3 -0
.gitattributes
CHANGED
|
@@ -46,3 +46,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 46 |
实验1/stic_m_v3_lorenz96_experiment1/no_phase/prediction_example.png filter=lfs diff=lfs merge=lfs -text
|
| 47 |
实验1/stic_m_v3_lorenz96_experiment1/no_port/prediction_example.png filter=lfs diff=lfs merge=lfs -text
|
| 48 |
实验1/stic_m_v3_lorenz96_experiment1/summary.png filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
| 46 |
实验1/stic_m_v3_lorenz96_experiment1/no_phase/prediction_example.png filter=lfs diff=lfs merge=lfs -text
|
| 47 |
实验1/stic_m_v3_lorenz96_experiment1/no_port/prediction_example.png filter=lfs diff=lfs merge=lfs -text
|
| 48 |
实验1/stic_m_v3_lorenz96_experiment1/summary.png filter=lfs diff=lfs merge=lfs -text
|
| 49 |
+
实验1/stic_m_v3_ks1d_experiment1/lead_rmse.png filter=lfs diff=lfs merge=lfs -text
|
| 50 |
+
实验1/stic_m_v3_ks1d_experiment1/summary.png filter=lfs diff=lfs merge=lfs -text
|
实验1/stic_m_v3_ks1d_experiment1/blackbox_core/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f35b400a00216d7797b04b64929a7e7a3032a3562905667c513df61d686485ff
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/blackbox_core/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.06260284036397934,
|
| 3 |
+
"rmse_space_last": 0.06911708414554596,
|
| 4 |
+
"rmse_time_mean": 0.061765123158693314,
|
| 5 |
+
"rmse_time_last": 0.06870867311954498,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.005951267091165248,
|
| 9 |
+
"mean_reverse_error": 0.0008112790651227298,
|
| 10 |
+
"mean_align_error": 0.023146578355839376,
|
| 11 |
+
"mean_fold_dyn_error": 0.00021389554144422474,
|
| 12 |
+
"lead_1_rmse_space": 0.056570637971162796,
|
| 13 |
+
"lead_2_rmse_space": 0.058757469058036804,
|
| 14 |
+
"lead_3_rmse_space": 0.06114324927330017,
|
| 15 |
+
"lead_4_rmse_space": 0.06368249654769897,
|
| 16 |
+
"lead_5_rmse_space": 0.06634607911109924,
|
| 17 |
+
"lead_6_rmse_space": 0.06911708414554596,
|
| 18 |
+
"lead_1_rmse_time": 0.05518736317753792,
|
| 19 |
+
"lead_2_rmse_time": 0.05764680728316307,
|
| 20 |
+
"lead_3_rmse_time": 0.06025758013129234,
|
| 21 |
+
"lead_4_rmse_time": 0.06298455595970154,
|
| 22 |
+
"lead_5_rmse_time": 0.06580577045679092,
|
| 23 |
+
"lead_6_rmse_time": 0.06870867311954498,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "blackbox_core",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 25.66895604133606,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 1,
|
| 35 |
+
"flag_use_port": 1,
|
| 36 |
+
"flag_use_dynamic_folding": 1,
|
| 37 |
+
"flag_use_energy": 0,
|
| 38 |
+
"flag_use_reverse": 0,
|
| 39 |
+
"flag_use_closed_core": 0,
|
| 40 |
+
"flag_use_flux": 0,
|
| 41 |
+
"flag_use_hidden": 0,
|
| 42 |
+
"flag_blackbox_core": 1
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/blackbox_core/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/blackbox_core/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.0641698837280273,
|
| 5 |
+
"loss_rollout": 1.419799566268921,
|
| 6 |
+
"loss_time_rollout": 1.499363899230957,
|
| 7 |
+
"loss_align": 0.3337010145187378,
|
| 8 |
+
"loss_spectral": 1.0606131553649902,
|
| 9 |
+
"loss_reverse": 0.0,
|
| 10 |
+
"loss_energy": 0.0,
|
| 11 |
+
"loss_fold_recon": 0.06944746524095535,
|
| 12 |
+
"loss_fold_dyn": 0.015450536273419857,
|
| 13 |
+
"loss_folded_field": 1.3544243574142456,
|
| 14 |
+
"loss_total": 3.4719507694244385,
|
| 15 |
+
"rmse_space_mean": 0.8061534762382507,
|
| 16 |
+
"rmse_space_last": 0.8862724304199219,
|
| 17 |
+
"rmse_time_mean": 0.6935582756996155,
|
| 18 |
+
"rmse_time_last": 0.7387350797653198,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.12076695403084159,
|
| 22 |
+
"mean_reverse_error": 0.005386862001614645,
|
| 23 |
+
"mean_align_error": 0.18587033636868,
|
| 24 |
+
"mean_fold_dyn_error": 0.0547299652826041,
|
| 25 |
+
"lead_1_rmse_space": 0.7126879096031189,
|
| 26 |
+
"lead_2_rmse_space": 0.7525599598884583,
|
| 27 |
+
"lead_3_rmse_space": 0.7943993210792542,
|
| 28 |
+
"lead_4_rmse_space": 0.8304073810577393,
|
| 29 |
+
"lead_5_rmse_space": 0.8605940937995911,
|
| 30 |
+
"lead_6_rmse_space": 0.8862724304199219,
|
| 31 |
+
"lead_1_rmse_time": 0.6641584634780884,
|
| 32 |
+
"lead_2_rmse_time": 0.6664258241653442,
|
| 33 |
+
"lead_3_rmse_time": 0.6785334348678589,
|
| 34 |
+
"lead_4_rmse_time": 0.6964159607887268,
|
| 35 |
+
"lead_5_rmse_time": 0.7170809507369995,
|
| 36 |
+
"lead_6_rmse_time": 0.7387350797653198,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.015528944320976734,
|
| 47 |
+
"loss_rollout": 0.01602867990732193,
|
| 48 |
+
"loss_time_rollout": 0.016950583085417747,
|
| 49 |
+
"loss_align": 0.02877216786146164,
|
| 50 |
+
"loss_spectral": 0.9127645492553711,
|
| 51 |
+
"loss_reverse": 0.0,
|
| 52 |
+
"loss_energy": 0.0,
|
| 53 |
+
"loss_fold_recon": 0.0063784364610910416,
|
| 54 |
+
"loss_fold_dyn": 0.0005319637712091208,
|
| 55 |
+
"loss_folded_field": 0.018119996413588524,
|
| 56 |
+
"loss_total": 0.2268039733171463,
|
| 57 |
+
"rmse_space_mean": 0.11399853229522705,
|
| 58 |
+
"rmse_space_last": 0.12147256731987,
|
| 59 |
+
"rmse_time_mean": 0.11748357862234116,
|
| 60 |
+
"rmse_time_last": 0.11806456744670868,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.09822981478646398,
|
| 64 |
+
"mean_reverse_error": 0.006552293139975518,
|
| 65 |
+
"mean_align_error": 0.016283046919852495,
|
| 66 |
+
"mean_fold_dyn_error": 0.0005837875414727023,
|
| 67 |
+
"lead_1_rmse_space": 0.10946354269981384,
|
| 68 |
+
"lead_2_rmse_space": 0.1100933700799942,
|
| 69 |
+
"lead_3_rmse_space": 0.11162194609642029,
|
| 70 |
+
"lead_4_rmse_space": 0.11402704566717148,
|
| 71 |
+
"lead_5_rmse_space": 0.11731278151273727,
|
| 72 |
+
"lead_6_rmse_space": 0.12147256731987,
|
| 73 |
+
"lead_1_rmse_time": 0.12021288275718689,
|
| 74 |
+
"lead_2_rmse_time": 0.1178525984287262,
|
| 75 |
+
"lead_3_rmse_time": 0.11642034351825714,
|
| 76 |
+
"lead_4_rmse_time": 0.1159185841679573,
|
| 77 |
+
"lead_5_rmse_time": 0.11643249541521072,
|
| 78 |
+
"lead_6_rmse_time": 0.11806456744670868,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.0018773009069263935,
|
| 89 |
+
"loss_rollout": 0.0014657096471637487,
|
| 90 |
+
"loss_time_rollout": 0.0021292278543114662,
|
| 91 |
+
"loss_align": 0.041702382266521454,
|
| 92 |
+
"loss_spectral": 0.5524400472640991,
|
| 93 |
+
"loss_reverse": 0.0,
|
| 94 |
+
"loss_energy": 0.0,
|
| 95 |
+
"loss_fold_recon": 0.008543333038687706,
|
| 96 |
+
"loss_fold_dyn": 0.00034691154723986983,
|
| 97 |
+
"loss_folded_field": 0.004072283860296011,
|
| 98 |
+
"loss_total": 0.1209268793463707,
|
| 99 |
+
"rmse_space_mean": 0.05396801233291626,
|
| 100 |
+
"rmse_space_last": 0.06194904074072838,
|
| 101 |
+
"rmse_time_mean": 0.060114119201898575,
|
| 102 |
+
"rmse_time_last": 0.06532419472932816,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.02991228678729385,
|
| 106 |
+
"mean_reverse_error": 0.0013752719314652495,
|
| 107 |
+
"mean_align_error": 0.023191121581476182,
|
| 108 |
+
"mean_fold_dyn_error": 0.0004009117055829847,
|
| 109 |
+
"lead_1_rmse_space": 0.04781109467148781,
|
| 110 |
+
"lead_2_rmse_space": 0.049379490315914154,
|
| 111 |
+
"lead_3_rmse_space": 0.05176131799817085,
|
| 112 |
+
"lead_4_rmse_space": 0.054739732295274734,
|
| 113 |
+
"lead_5_rmse_space": 0.058167390525341034,
|
| 114 |
+
"lead_6_rmse_space": 0.06194904074072838,
|
| 115 |
+
"lead_1_rmse_time": 0.05692485719919205,
|
| 116 |
+
"lead_2_rmse_time": 0.05722779780626297,
|
| 117 |
+
"lead_3_rmse_time": 0.05840037763118744,
|
| 118 |
+
"lead_4_rmse_time": 0.060232825577259064,
|
| 119 |
+
"lead_5_rmse_time": 0.06257467716932297,
|
| 120 |
+
"lead_6_rmse_time": 0.06532419472932816,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.0016662783455103636,
|
| 131 |
+
"loss_rollout": 0.0012544835917651653,
|
| 132 |
+
"loss_time_rollout": 0.0012124440399929881,
|
| 133 |
+
"loss_align": 0.031566232442855835,
|
| 134 |
+
"loss_spectral": 0.47000589966773987,
|
| 135 |
+
"loss_reverse": 0.0,
|
| 136 |
+
"loss_energy": 0.0,
|
| 137 |
+
"loss_fold_recon": 0.0046654948964715,
|
| 138 |
+
"loss_fold_dyn": 0.0002705115475691855,
|
| 139 |
+
"loss_folded_field": 0.001638503628782928,
|
| 140 |
+
"loss_total": 0.10179383307695389,
|
| 141 |
+
"rmse_space_mean": 0.045716047286987305,
|
| 142 |
+
"rmse_space_last": 0.053994033485651016,
|
| 143 |
+
"rmse_time_mean": 0.04667653515934944,
|
| 144 |
+
"rmse_time_last": 0.05493960902094841,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.016818384814541787,
|
| 148 |
+
"mean_reverse_error": 0.001069918456778396,
|
| 149 |
+
"mean_align_error": 0.020017697534058243,
|
| 150 |
+
"mean_fold_dyn_error": 0.0003183970775353373,
|
| 151 |
+
"lead_1_rmse_space": 0.03939322754740715,
|
| 152 |
+
"lead_2_rmse_space": 0.04103086143732071,
|
| 153 |
+
"lead_3_rmse_space": 0.04343131557106972,
|
| 154 |
+
"lead_4_rmse_space": 0.0464509055018425,
|
| 155 |
+
"lead_5_rmse_space": 0.049995966255664825,
|
| 156 |
+
"lead_6_rmse_space": 0.053994033485651016,
|
| 157 |
+
"lead_1_rmse_time": 0.040456511080265045,
|
| 158 |
+
"lead_2_rmse_time": 0.04201245680451393,
|
| 159 |
+
"lead_3_rmse_time": 0.04436226934194565,
|
| 160 |
+
"lead_4_rmse_time": 0.04736689478158951,
|
| 161 |
+
"lead_5_rmse_time": 0.050921499729156494,
|
| 162 |
+
"lead_6_rmse_time": 0.05493960902094841,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.0014388889539986849,
|
| 173 |
+
"loss_rollout": 0.0015782290138304234,
|
| 174 |
+
"loss_time_rollout": 0.0017854422330856323,
|
| 175 |
+
"loss_align": 0.040680915117263794,
|
| 176 |
+
"loss_spectral": 0.37564921379089355,
|
| 177 |
+
"loss_reverse": 0.0,
|
| 178 |
+
"loss_energy": 0.0,
|
| 179 |
+
"loss_fold_recon": 0.005523432977497578,
|
| 180 |
+
"loss_fold_dyn": 0.00023570883786305785,
|
| 181 |
+
"loss_folded_field": 0.003689955919981003,
|
| 182 |
+
"loss_total": 0.08468429744243622,
|
| 183 |
+
"rmse_space_mean": 0.04596460983157158,
|
| 184 |
+
"rmse_space_last": 0.05267660319805145,
|
| 185 |
+
"rmse_time_mean": 0.041268713772296906,
|
| 186 |
+
"rmse_time_last": 0.046867985278367996,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.007781472697388381,
|
| 190 |
+
"mean_reverse_error": 0.0008646539099572692,
|
| 191 |
+
"mean_align_error": 0.025962327199522406,
|
| 192 |
+
"mean_fold_dyn_error": 0.00026437923497724114,
|
| 193 |
+
"lead_1_rmse_space": 0.04132722318172455,
|
| 194 |
+
"lead_2_rmse_space": 0.042256779968738556,
|
| 195 |
+
"lead_3_rmse_space": 0.043959684669971466,
|
| 196 |
+
"lead_4_rmse_space": 0.04631899297237396,
|
| 197 |
+
"lead_5_rmse_space": 0.04924837872385979,
|
| 198 |
+
"lead_6_rmse_space": 0.05267660319805145,
|
| 199 |
+
"lead_1_rmse_time": 0.0378200002014637,
|
| 200 |
+
"lead_2_rmse_time": 0.03828798234462738,
|
| 201 |
+
"lead_3_rmse_time": 0.039472389966249466,
|
| 202 |
+
"lead_4_rmse_time": 0.04133724421262741,
|
| 203 |
+
"lead_5_rmse_time": 0.04382670298218727,
|
| 204 |
+
"lead_6_rmse_time": 0.046867985278367996,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.0006162760546430945,
|
| 215 |
+
"loss_rollout": 0.0005316203460097313,
|
| 216 |
+
"loss_time_rollout": 0.0007612680783495307,
|
| 217 |
+
"loss_align": 0.04021569713950157,
|
| 218 |
+
"loss_spectral": 0.26034268736839294,
|
| 219 |
+
"loss_reverse": 0.0,
|
| 220 |
+
"loss_energy": 0.0,
|
| 221 |
+
"loss_fold_recon": 0.005346686579287052,
|
| 222 |
+
"loss_fold_dyn": 0.00018751760944724083,
|
| 223 |
+
"loss_folded_field": 0.000936246826313436,
|
| 224 |
+
"loss_total": 0.05890505760908127,
|
| 225 |
+
"rmse_space_mean": 0.06253302097320557,
|
| 226 |
+
"rmse_space_last": 0.06913776695728302,
|
| 227 |
+
"rmse_time_mean": 0.06130605563521385,
|
| 228 |
+
"rmse_time_last": 0.06812983006238937,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.006406644475646317,
|
| 232 |
+
"mean_reverse_error": 0.0008069980358413886,
|
| 233 |
+
"mean_align_error": 0.02402499655727297,
|
| 234 |
+
"mean_fold_dyn_error": 0.00021571708384726662,
|
| 235 |
+
"lead_1_rmse_space": 0.05640728771686554,
|
| 236 |
+
"lead_2_rmse_space": 0.05863026902079582,
|
| 237 |
+
"lead_3_rmse_space": 0.0610555075109005,
|
| 238 |
+
"lead_4_rmse_space": 0.06363366544246674,
|
| 239 |
+
"lead_5_rmse_space": 0.06633362174034119,
|
| 240 |
+
"lead_6_rmse_space": 0.06913776695728302,
|
| 241 |
+
"lead_1_rmse_time": 0.05482236668467522,
|
| 242 |
+
"lead_2_rmse_time": 0.057254474610090256,
|
| 243 |
+
"lead_3_rmse_time": 0.059830404818058014,
|
| 244 |
+
"lead_4_rmse_time": 0.06251442432403564,
|
| 245 |
+
"lead_5_rmse_time": 0.06528482586145401,
|
| 246 |
+
"lead_6_rmse_time": 0.06812983006238937,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/config.json
ADDED
|
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset": "ks1d",
|
| 3 |
+
"n_seq": 64,
|
| 4 |
+
"total_steps": 56,
|
| 5 |
+
"height": 1,
|
| 6 |
+
"width": 32,
|
| 7 |
+
"hist_len": 4,
|
| 8 |
+
"horizon": 6,
|
| 9 |
+
"latent_dim": 32,
|
| 10 |
+
"hidden": 64,
|
| 11 |
+
"batch_size": 32,
|
| 12 |
+
"steps": 350,
|
| 13 |
+
"lr": 0.002,
|
| 14 |
+
"seed": 7,
|
| 15 |
+
"eval_every": 70,
|
| 16 |
+
"num_workers": 0,
|
| 17 |
+
"device": "auto"
|
| 18 |
+
}
|
实验1/stic_m_v3_ks1d_experiment1/full/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:10f421f4ff44cc69c01be18096a3d9e0fd852adb49aabef09fa0da92b9ebe2ba
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/full/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.03258132562041283,
|
| 3 |
+
"rmse_space_last": 0.03950275108218193,
|
| 4 |
+
"rmse_time_mean": 0.03220028802752495,
|
| 5 |
+
"rmse_time_last": 0.03815135359764099,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.002948710223120686,
|
| 9 |
+
"mean_reverse_error": 0.00013144737022230402,
|
| 10 |
+
"mean_align_error": 0.028043439023588832,
|
| 11 |
+
"mean_fold_dyn_error": 0.00026748997946637437,
|
| 12 |
+
"lead_1_rmse_space": 0.028614100068807602,
|
| 13 |
+
"lead_2_rmse_space": 0.028787478804588318,
|
| 14 |
+
"lead_3_rmse_space": 0.030215222388505936,
|
| 15 |
+
"lead_4_rmse_space": 0.03261219337582588,
|
| 16 |
+
"lead_5_rmse_space": 0.03575621917843819,
|
| 17 |
+
"lead_6_rmse_space": 0.03950275108218193,
|
| 18 |
+
"lead_1_rmse_time": 0.030518654733896255,
|
| 19 |
+
"lead_2_rmse_time": 0.029081840068101883,
|
| 20 |
+
"lead_3_rmse_time": 0.029545074328780174,
|
| 21 |
+
"lead_4_rmse_time": 0.03146842122077942,
|
| 22 |
+
"lead_5_rmse_time": 0.03443637117743492,
|
| 23 |
+
"lead_6_rmse_time": 0.03815135359764099,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "full",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 39.149821758270264,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 1,
|
| 35 |
+
"flag_use_port": 1,
|
| 36 |
+
"flag_use_dynamic_folding": 1,
|
| 37 |
+
"flag_use_energy": 1,
|
| 38 |
+
"flag_use_reverse": 1,
|
| 39 |
+
"flag_use_closed_core": 1,
|
| 40 |
+
"flag_use_flux": 1,
|
| 41 |
+
"flag_use_hidden": 1,
|
| 42 |
+
"flag_blackbox_core": 0
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/full/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/full/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.266669750213623,
|
| 5 |
+
"loss_rollout": 1.0725116729736328,
|
| 6 |
+
"loss_time_rollout": 1.0339882373809814,
|
| 7 |
+
"loss_align": 0.31369173526763916,
|
| 8 |
+
"loss_spectral": 0.9746253490447998,
|
| 9 |
+
"loss_reverse": 0.003118569264188409,
|
| 10 |
+
"loss_energy": 0.00013712793588638306,
|
| 11 |
+
"loss_fold_recon": 0.05747409164905548,
|
| 12 |
+
"loss_fold_dyn": 0.0059283142909407616,
|
| 13 |
+
"loss_folded_field": 0.9750710129737854,
|
| 14 |
+
"loss_total": 3.0855872631073,
|
| 15 |
+
"rmse_space_mean": 0.742546796798706,
|
| 16 |
+
"rmse_space_last": 0.7698362469673157,
|
| 17 |
+
"rmse_time_mean": 0.6612120270729065,
|
| 18 |
+
"rmse_time_last": 0.6766397953033447,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.037004853365942836,
|
| 22 |
+
"mean_reverse_error": 0.006789050792576745,
|
| 23 |
+
"mean_align_error": 0.1623434703797102,
|
| 24 |
+
"mean_fold_dyn_error": 0.009963209216948599,
|
| 25 |
+
"lead_1_rmse_space": 0.7257727980613708,
|
| 26 |
+
"lead_2_rmse_space": 0.7279626131057739,
|
| 27 |
+
"lead_3_rmse_space": 0.7336910963058472,
|
| 28 |
+
"lead_4_rmse_space": 0.7428779602050781,
|
| 29 |
+
"lead_5_rmse_space": 0.7551398277282715,
|
| 30 |
+
"lead_6_rmse_space": 0.7698362469673157,
|
| 31 |
+
"lead_1_rmse_time": 0.6511398553848267,
|
| 32 |
+
"lead_2_rmse_time": 0.6527034044265747,
|
| 33 |
+
"lead_3_rmse_time": 0.6563937664031982,
|
| 34 |
+
"lead_4_rmse_time": 0.6617910861968994,
|
| 35 |
+
"lead_5_rmse_time": 0.6686040163040161,
|
| 36 |
+
"lead_6_rmse_time": 0.6766397953033447,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.01304458174854517,
|
| 47 |
+
"loss_rollout": 0.012691575102508068,
|
| 48 |
+
"loss_time_rollout": 0.01529653649777174,
|
| 49 |
+
"loss_align": 0.04255066066980362,
|
| 50 |
+
"loss_spectral": 0.8113905191421509,
|
| 51 |
+
"loss_reverse": 0.0005039052339270711,
|
| 52 |
+
"loss_energy": 0.0001485194661654532,
|
| 53 |
+
"loss_fold_recon": 0.008761877194046974,
|
| 54 |
+
"loss_fold_dyn": 0.0005332918372005224,
|
| 55 |
+
"loss_folded_field": 0.015818815678358078,
|
| 56 |
+
"loss_total": 0.20166553556919098,
|
| 57 |
+
"rmse_space_mean": 0.11328688263893127,
|
| 58 |
+
"rmse_space_last": 0.11736162006855011,
|
| 59 |
+
"rmse_time_mean": 0.11689367890357971,
|
| 60 |
+
"rmse_time_last": 0.11748708039522171,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.012437241559382528,
|
| 64 |
+
"mean_reverse_error": 0.0005151124860276468,
|
| 65 |
+
"mean_align_error": 0.022967850673012435,
|
| 66 |
+
"mean_fold_dyn_error": 0.0005212222949921852,
|
| 67 |
+
"lead_1_rmse_space": 0.11146703362464905,
|
| 68 |
+
"lead_2_rmse_space": 0.1112305223941803,
|
| 69 |
+
"lead_3_rmse_space": 0.11175414174795151,
|
| 70 |
+
"lead_4_rmse_space": 0.11300179362297058,
|
| 71 |
+
"lead_5_rmse_space": 0.1149061992764473,
|
| 72 |
+
"lead_6_rmse_space": 0.11736162006855011,
|
| 73 |
+
"lead_1_rmse_time": 0.12203510105609894,
|
| 74 |
+
"lead_2_rmse_time": 0.11782336235046387,
|
| 75 |
+
"lead_3_rmse_time": 0.11509779095649719,
|
| 76 |
+
"lead_4_rmse_time": 0.11405812948942184,
|
| 77 |
+
"lead_5_rmse_time": 0.11486060172319412,
|
| 78 |
+
"lead_6_rmse_time": 0.11748708039522171,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.0019813645631074905,
|
| 89 |
+
"loss_rollout": 0.0017602303996682167,
|
| 90 |
+
"loss_time_rollout": 0.0025369725190103054,
|
| 91 |
+
"loss_align": 0.057248614728450775,
|
| 92 |
+
"loss_spectral": 0.5484402179718018,
|
| 93 |
+
"loss_reverse": 0.0002209432132076472,
|
| 94 |
+
"loss_energy": 9.422231232747436e-05,
|
| 95 |
+
"loss_fold_recon": 0.012511229142546654,
|
| 96 |
+
"loss_fold_dyn": 0.0004423980717547238,
|
| 97 |
+
"loss_folded_field": 0.00536370137706399,
|
| 98 |
+
"loss_total": 0.12307719141244888,
|
| 99 |
+
"rmse_space_mean": 0.05481413006782532,
|
| 100 |
+
"rmse_space_last": 0.06290728598833084,
|
| 101 |
+
"rmse_time_mean": 0.07752662897109985,
|
| 102 |
+
"rmse_time_last": 0.08170262724161148,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.00863320572534576,
|
| 106 |
+
"mean_reverse_error": 0.00022997821361059323,
|
| 107 |
+
"mean_align_error": 0.03415334806777537,
|
| 108 |
+
"mean_fold_dyn_error": 0.00043478508268890437,
|
| 109 |
+
"lead_1_rmse_space": 0.05180813744664192,
|
| 110 |
+
"lead_2_rmse_space": 0.0508483424782753,
|
| 111 |
+
"lead_3_rmse_space": 0.051561396569013596,
|
| 112 |
+
"lead_4_rmse_space": 0.05394021049141884,
|
| 113 |
+
"lead_5_rmse_space": 0.05781939998269081,
|
| 114 |
+
"lead_6_rmse_space": 0.06290728598833084,
|
| 115 |
+
"lead_1_rmse_time": 0.08102910220623016,
|
| 116 |
+
"lead_2_rmse_time": 0.07647063583135605,
|
| 117 |
+
"lead_3_rmse_time": 0.07424350827932358,
|
| 118 |
+
"lead_4_rmse_time": 0.07453298568725586,
|
| 119 |
+
"lead_5_rmse_time": 0.07718092203140259,
|
| 120 |
+
"lead_6_rmse_time": 0.08170262724161148,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.00096045748796314,
|
| 131 |
+
"loss_rollout": 0.0009323417907580733,
|
| 132 |
+
"loss_time_rollout": 0.0013111752923578024,
|
| 133 |
+
"loss_align": 0.04542607441544533,
|
| 134 |
+
"loss_spectral": 0.49567604064941406,
|
| 135 |
+
"loss_reverse": 0.00018058500427287072,
|
| 136 |
+
"loss_energy": 1.8107723008142784e-05,
|
| 137 |
+
"loss_fold_recon": 0.007395751774311066,
|
| 138 |
+
"loss_fold_dyn": 0.0003238386125303805,
|
| 139 |
+
"loss_folded_field": 0.0022550933063030243,
|
| 140 |
+
"loss_total": 0.10792829096317291,
|
| 141 |
+
"rmse_space_mean": 0.036784544587135315,
|
| 142 |
+
"rmse_space_last": 0.04404360055923462,
|
| 143 |
+
"rmse_time_mean": 0.044802408665418625,
|
| 144 |
+
"rmse_time_last": 0.05085320025682449,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.003534534487698693,
|
| 148 |
+
"mean_reverse_error": 0.0001852557115853415,
|
| 149 |
+
"mean_align_error": 0.027138625155203044,
|
| 150 |
+
"mean_fold_dyn_error": 0.00035853873669111636,
|
| 151 |
+
"lead_1_rmse_space": 0.03284062445163727,
|
| 152 |
+
"lead_2_rmse_space": 0.03287612274289131,
|
| 153 |
+
"lead_3_rmse_space": 0.034240785986185074,
|
| 154 |
+
"lead_4_rmse_space": 0.036692142486572266,
|
| 155 |
+
"lead_5_rmse_space": 0.040014006197452545,
|
| 156 |
+
"lead_6_rmse_space": 0.04404360055923462,
|
| 157 |
+
"lead_1_rmse_time": 0.04432458430528641,
|
| 158 |
+
"lead_2_rmse_time": 0.041723158210515976,
|
| 159 |
+
"lead_3_rmse_time": 0.041625015437603,
|
| 160 |
+
"lead_4_rmse_time": 0.0435226671397686,
|
| 161 |
+
"lead_5_rmse_time": 0.04676581174135208,
|
| 162 |
+
"lead_6_rmse_time": 0.05085320025682449,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.0032470738515257835,
|
| 173 |
+
"loss_rollout": 0.003251634305343032,
|
| 174 |
+
"loss_time_rollout": 0.0040029501542449,
|
| 175 |
+
"loss_align": 0.05342831835150719,
|
| 176 |
+
"loss_spectral": 0.3535180687904358,
|
| 177 |
+
"loss_reverse": 0.00012120075552957132,
|
| 178 |
+
"loss_energy": 7.727677257207688e-06,
|
| 179 |
+
"loss_fold_recon": 0.007385637611150742,
|
| 180 |
+
"loss_fold_dyn": 0.00025225483113899827,
|
| 181 |
+
"loss_folded_field": 0.012300591915845871,
|
| 182 |
+
"loss_total": 0.08749620616436005,
|
| 183 |
+
"rmse_space_mean": 0.04198639094829559,
|
| 184 |
+
"rmse_space_last": 0.05028945580124855,
|
| 185 |
+
"rmse_time_mean": 0.040054529905319214,
|
| 186 |
+
"rmse_time_last": 0.04932011291384697,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.002919923463196028,
|
| 190 |
+
"mean_reverse_error": 0.0001271051123694633,
|
| 191 |
+
"mean_align_error": 0.02642017137259245,
|
| 192 |
+
"mean_fold_dyn_error": 0.00027862985461979406,
|
| 193 |
+
"lead_1_rmse_space": 0.035648904740810394,
|
| 194 |
+
"lead_2_rmse_space": 0.03717079758644104,
|
| 195 |
+
"lead_3_rmse_space": 0.03966420143842697,
|
| 196 |
+
"lead_4_rmse_space": 0.0427873432636261,
|
| 197 |
+
"lead_5_rmse_space": 0.046357642859220505,
|
| 198 |
+
"lead_6_rmse_space": 0.05028945580124855,
|
| 199 |
+
"lead_1_rmse_time": 0.03497486934065819,
|
| 200 |
+
"lead_2_rmse_time": 0.03468267619609833,
|
| 201 |
+
"lead_3_rmse_time": 0.036652736365795135,
|
| 202 |
+
"lead_4_rmse_time": 0.04016507416963577,
|
| 203 |
+
"lead_5_rmse_time": 0.04453170299530029,
|
| 204 |
+
"lead_6_rmse_time": 0.04932011291384697,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.001069492194801569,
|
| 215 |
+
"loss_rollout": 0.0009805492591112852,
|
| 216 |
+
"loss_time_rollout": 0.0009750124299898744,
|
| 217 |
+
"loss_align": 0.04643581807613373,
|
| 218 |
+
"loss_spectral": 0.268989235162735,
|
| 219 |
+
"loss_reverse": 0.00012435638927854598,
|
| 220 |
+
"loss_energy": 1.3228659554442856e-05,
|
| 221 |
+
"loss_fold_recon": 0.00635685957968235,
|
| 222 |
+
"loss_fold_dyn": 0.00023045520356390625,
|
| 223 |
+
"loss_folded_field": 0.0023597045801579952,
|
| 224 |
+
"loss_total": 0.0626666396856308,
|
| 225 |
+
"rmse_space_mean": 0.03331763669848442,
|
| 226 |
+
"rmse_space_last": 0.04081589728593826,
|
| 227 |
+
"rmse_time_mean": 0.0326683409512043,
|
| 228 |
+
"rmse_time_last": 0.03877481445670128,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.00288533959974302,
|
| 232 |
+
"mean_reverse_error": 0.00013021787117395434,
|
| 233 |
+
"mean_align_error": 0.027759746299125254,
|
| 234 |
+
"mean_fold_dyn_error": 0.0002651305394465453,
|
| 235 |
+
"lead_1_rmse_space": 0.028748050332069397,
|
| 236 |
+
"lead_2_rmse_space": 0.029184121638536453,
|
| 237 |
+
"lead_3_rmse_space": 0.030847299844026566,
|
| 238 |
+
"lead_4_rmse_space": 0.03346963971853256,
|
| 239 |
+
"lead_5_rmse_space": 0.03684081509709358,
|
| 240 |
+
"lead_6_rmse_space": 0.04081589728593826,
|
| 241 |
+
"lead_1_rmse_time": 0.03100624307990074,
|
| 242 |
+
"lead_2_rmse_time": 0.029483236372470856,
|
| 243 |
+
"lead_3_rmse_time": 0.029922738671302795,
|
| 244 |
+
"lead_4_rmse_time": 0.03188389912247658,
|
| 245 |
+
"lead_5_rmse_time": 0.034939106553792953,
|
| 246 |
+
"lead_6_rmse_time": 0.03877481445670128,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/lead_rmse.png
ADDED
|
Git LFS Details
|
实验1/stic_m_v3_ks1d_experiment1/no_closed_core/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:853c21e1ad8d82e0a2473678ef81de059505ce746f3a85f8e8dce87b47538032
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/no_closed_core/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.039172422140836716,
|
| 3 |
+
"rmse_space_last": 0.04468528926372528,
|
| 4 |
+
"rmse_time_mean": 0.04245151951909065,
|
| 5 |
+
"rmse_time_last": 0.04831801727414131,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.0009737355898036377,
|
| 9 |
+
"mean_reverse_error": 0.0001898003569007606,
|
| 10 |
+
"mean_align_error": 0.0182527473784591,
|
| 11 |
+
"mean_fold_dyn_error": 0.000236597912398314,
|
| 12 |
+
"lead_1_rmse_space": 0.035465747117996216,
|
| 13 |
+
"lead_2_rmse_space": 0.03613593429327011,
|
| 14 |
+
"lead_3_rmse_space": 0.03748401999473572,
|
| 15 |
+
"lead_4_rmse_space": 0.039417725056409836,
|
| 16 |
+
"lead_5_rmse_space": 0.04184582829475403,
|
| 17 |
+
"lead_6_rmse_space": 0.04468528926372528,
|
| 18 |
+
"lead_1_rmse_time": 0.038475483655929565,
|
| 19 |
+
"lead_2_rmse_time": 0.039219826459884644,
|
| 20 |
+
"lead_3_rmse_time": 0.04066935181617737,
|
| 21 |
+
"lead_4_rmse_time": 0.042725857347249985,
|
| 22 |
+
"lead_5_rmse_time": 0.045300569385290146,
|
| 23 |
+
"lead_6_rmse_time": 0.04831801727414131,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "no_closed_core",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 26.267035961151123,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 1,
|
| 35 |
+
"flag_use_port": 1,
|
| 36 |
+
"flag_use_dynamic_folding": 1,
|
| 37 |
+
"flag_use_energy": 1,
|
| 38 |
+
"flag_use_reverse": 1,
|
| 39 |
+
"flag_use_closed_core": 0,
|
| 40 |
+
"flag_use_flux": 1,
|
| 41 |
+
"flag_use_hidden": 1,
|
| 42 |
+
"flag_blackbox_core": 0
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_closed_core/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/no_closed_core/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.0180320739746094,
|
| 5 |
+
"loss_rollout": 1.2682061195373535,
|
| 6 |
+
"loss_time_rollout": 1.5755761861801147,
|
| 7 |
+
"loss_align": 0.2880963087081909,
|
| 8 |
+
"loss_spectral": 1.0253777503967285,
|
| 9 |
+
"loss_reverse": 0.004897998180240393,
|
| 10 |
+
"loss_energy": 0.0023814430460333824,
|
| 11 |
+
"loss_fold_recon": 0.05278391391038895,
|
| 12 |
+
"loss_fold_dyn": 0.05409181863069534,
|
| 13 |
+
"loss_folded_field": 1.0288922786712646,
|
| 14 |
+
"loss_total": 3.244420289993286,
|
| 15 |
+
"rmse_space_mean": 0.8317875266075134,
|
| 16 |
+
"rmse_space_last": 0.9053491950035095,
|
| 17 |
+
"rmse_time_mean": 0.7698118090629578,
|
| 18 |
+
"rmse_time_last": 0.8356798887252808,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.12255125772207975,
|
| 22 |
+
"mean_reverse_error": 0.009056358772795647,
|
| 23 |
+
"mean_align_error": 0.15717762894928455,
|
| 24 |
+
"mean_fold_dyn_error": 0.06536446884274483,
|
| 25 |
+
"lead_1_rmse_space": 0.7550885081291199,
|
| 26 |
+
"lead_2_rmse_space": 0.7830316424369812,
|
| 27 |
+
"lead_3_rmse_space": 0.8173075914382935,
|
| 28 |
+
"lead_4_rmse_space": 0.850312352180481,
|
| 29 |
+
"lead_5_rmse_space": 0.8796358108520508,
|
| 30 |
+
"lead_6_rmse_space": 0.9053491950035095,
|
| 31 |
+
"lead_1_rmse_time": 0.6983890533447266,
|
| 32 |
+
"lead_2_rmse_time": 0.7298622727394104,
|
| 33 |
+
"lead_3_rmse_time": 0.7587791085243225,
|
| 34 |
+
"lead_4_rmse_time": 0.7853009700775146,
|
| 35 |
+
"lead_5_rmse_time": 0.8108596801757812,
|
| 36 |
+
"lead_6_rmse_time": 0.8356798887252808,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.011631018482148647,
|
| 47 |
+
"loss_rollout": 0.012208551168441772,
|
| 48 |
+
"loss_time_rollout": 0.014680023305118084,
|
| 49 |
+
"loss_align": 0.047999102622270584,
|
| 50 |
+
"loss_spectral": 0.8119204044342041,
|
| 51 |
+
"loss_reverse": 0.0006233286112546921,
|
| 52 |
+
"loss_energy": 1.486432029196294e-05,
|
| 53 |
+
"loss_fold_recon": 0.009787164628505707,
|
| 54 |
+
"loss_fold_dyn": 0.0007392438128590584,
|
| 55 |
+
"loss_folded_field": 0.013662241399288177,
|
| 56 |
+
"loss_total": 0.20010288059711456,
|
| 57 |
+
"rmse_space_mean": 0.11169625073671341,
|
| 58 |
+
"rmse_space_last": 0.12332572042942047,
|
| 59 |
+
"rmse_time_mean": 0.12576448917388916,
|
| 60 |
+
"rmse_time_last": 0.13638804852962494,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.002283194837218616,
|
| 64 |
+
"mean_reverse_error": 0.0006345247165882029,
|
| 65 |
+
"mean_align_error": 0.025267303339205682,
|
| 66 |
+
"mean_fold_dyn_error": 0.0007570145462523215,
|
| 67 |
+
"lead_1_rmse_space": 0.10376805067062378,
|
| 68 |
+
"lead_2_rmse_space": 0.10539931058883667,
|
| 69 |
+
"lead_3_rmse_space": 0.10823222249746323,
|
| 70 |
+
"lead_4_rmse_space": 0.11220256984233856,
|
| 71 |
+
"lead_5_rmse_space": 0.11724966019392014,
|
| 72 |
+
"lead_6_rmse_space": 0.12332572042942047,
|
| 73 |
+
"lead_1_rmse_time": 0.1216997355222702,
|
| 74 |
+
"lead_2_rmse_time": 0.1208009421825409,
|
| 75 |
+
"lead_3_rmse_time": 0.12170188874006271,
|
| 76 |
+
"lead_4_rmse_time": 0.12455269694328308,
|
| 77 |
+
"lead_5_rmse_time": 0.12944360077381134,
|
| 78 |
+
"lead_6_rmse_time": 0.13638804852962494,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.004030309617519379,
|
| 89 |
+
"loss_rollout": 0.0034096629824489355,
|
| 90 |
+
"loss_time_rollout": 0.0036168876104056835,
|
| 91 |
+
"loss_align": 0.03935159742832184,
|
| 92 |
+
"loss_spectral": 0.6189208030700684,
|
| 93 |
+
"loss_reverse": 0.0003831376088783145,
|
| 94 |
+
"loss_energy": 1.1104624718427658e-05,
|
| 95 |
+
"loss_fold_recon": 0.006285233423113823,
|
| 96 |
+
"loss_fold_dyn": 0.000518187356647104,
|
| 97 |
+
"loss_folded_field": 0.006640441715717316,
|
| 98 |
+
"loss_total": 0.13881239295005798,
|
| 99 |
+
"rmse_space_mean": 0.07220887392759323,
|
| 100 |
+
"rmse_space_last": 0.08530598878860474,
|
| 101 |
+
"rmse_time_mean": 0.08617675304412842,
|
| 102 |
+
"rmse_time_last": 0.10228798538446426,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.0021968929722788744,
|
| 106 |
+
"mean_reverse_error": 0.00038301974564092234,
|
| 107 |
+
"mean_align_error": 0.024624654091894627,
|
| 108 |
+
"mean_fold_dyn_error": 0.0005288785923767136,
|
| 109 |
+
"lead_1_rmse_space": 0.06205134093761444,
|
| 110 |
+
"lead_2_rmse_space": 0.06472282111644745,
|
| 111 |
+
"lead_3_rmse_space": 0.0686039850115776,
|
| 112 |
+
"lead_4_rmse_space": 0.07346974313259125,
|
| 113 |
+
"lead_5_rmse_space": 0.07909935712814331,
|
| 114 |
+
"lead_6_rmse_space": 0.08530598878860474,
|
| 115 |
+
"lead_1_rmse_time": 0.07319629937410355,
|
| 116 |
+
"lead_2_rmse_time": 0.07686637341976166,
|
| 117 |
+
"lead_3_rmse_time": 0.08189722895622253,
|
| 118 |
+
"lead_4_rmse_time": 0.0879746824502945,
|
| 119 |
+
"lead_5_rmse_time": 0.09483788907527924,
|
| 120 |
+
"lead_6_rmse_time": 0.10228798538446426,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.0015103237237781286,
|
| 131 |
+
"loss_rollout": 0.001231243833899498,
|
| 132 |
+
"loss_time_rollout": 0.0016450709663331509,
|
| 133 |
+
"loss_align": 0.04000580683350563,
|
| 134 |
+
"loss_spectral": 0.37937554717063904,
|
| 135 |
+
"loss_reverse": 0.0002548836055211723,
|
| 136 |
+
"loss_energy": 8.163483471435029e-06,
|
| 137 |
+
"loss_fold_recon": 0.004864591173827648,
|
| 138 |
+
"loss_fold_dyn": 0.00028900557663291693,
|
| 139 |
+
"loss_folded_field": 0.002933189971372485,
|
| 140 |
+
"loss_total": 0.08488135039806366,
|
| 141 |
+
"rmse_space_mean": 0.038897495716810226,
|
| 142 |
+
"rmse_space_last": 0.04539874941110611,
|
| 143 |
+
"rmse_time_mean": 0.04189220070838928,
|
| 144 |
+
"rmse_time_last": 0.048849064856767654,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.002202289782871958,
|
| 148 |
+
"mean_reverse_error": 0.00026680382870836183,
|
| 149 |
+
"mean_align_error": 0.025176726863719523,
|
| 150 |
+
"mean_fold_dyn_error": 0.0003465912232059054,
|
| 151 |
+
"lead_1_rmse_space": 0.03469878062605858,
|
| 152 |
+
"lead_2_rmse_space": 0.03531400114297867,
|
| 153 |
+
"lead_3_rmse_space": 0.0368521623313427,
|
| 154 |
+
"lead_4_rmse_space": 0.03912205249071121,
|
| 155 |
+
"lead_5_rmse_space": 0.041999220848083496,
|
| 156 |
+
"lead_6_rmse_space": 0.04539874941110611,
|
| 157 |
+
"lead_1_rmse_time": 0.03755266219377518,
|
| 158 |
+
"lead_2_rmse_time": 0.038111813366413116,
|
| 159 |
+
"lead_3_rmse_time": 0.03966100513935089,
|
| 160 |
+
"lead_4_rmse_time": 0.042042288929224014,
|
| 161 |
+
"lead_5_rmse_time": 0.04513637721538544,
|
| 162 |
+
"lead_6_rmse_time": 0.048849064856767654,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.001468901289626956,
|
| 173 |
+
"loss_rollout": 0.0011959561379626393,
|
| 174 |
+
"loss_time_rollout": 0.0011462143156677485,
|
| 175 |
+
"loss_align": 0.040108729153871536,
|
| 176 |
+
"loss_spectral": 0.35175561904907227,
|
| 177 |
+
"loss_reverse": 0.0002336697216378525,
|
| 178 |
+
"loss_energy": 4.345442903286312e-06,
|
| 179 |
+
"loss_fold_recon": 0.004880949854850769,
|
| 180 |
+
"loss_fold_dyn": 0.0002662991755641997,
|
| 181 |
+
"loss_folded_field": 0.0017593989614397287,
|
| 182 |
+
"loss_total": 0.07893876731395721,
|
| 183 |
+
"rmse_space_mean": 0.034644175320863724,
|
| 184 |
+
"rmse_space_last": 0.042807601392269135,
|
| 185 |
+
"rmse_time_mean": 0.0517442524433136,
|
| 186 |
+
"rmse_time_last": 0.06064765900373459,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.0013175335552659817,
|
| 190 |
+
"mean_reverse_error": 0.00023730183966108598,
|
| 191 |
+
"mean_align_error": 0.02312411239836365,
|
| 192 |
+
"mean_fold_dyn_error": 0.00028469184871937614,
|
| 193 |
+
"lead_1_rmse_space": 0.02840980514883995,
|
| 194 |
+
"lead_2_rmse_space": 0.029982363805174828,
|
| 195 |
+
"lead_3_rmse_space": 0.032374825328588486,
|
| 196 |
+
"lead_4_rmse_space": 0.035390861332416534,
|
| 197 |
+
"lead_5_rmse_space": 0.038899604231119156,
|
| 198 |
+
"lead_6_rmse_space": 0.042807601392269135,
|
| 199 |
+
"lead_1_rmse_time": 0.04452728107571602,
|
| 200 |
+
"lead_2_rmse_time": 0.04664292186498642,
|
| 201 |
+
"lead_3_rmse_time": 0.04941766336560249,
|
| 202 |
+
"lead_4_rmse_time": 0.05273223668336868,
|
| 203 |
+
"lead_5_rmse_time": 0.05649774894118309,
|
| 204 |
+
"lead_6_rmse_time": 0.06064765900373459,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.0011092501226812601,
|
| 215 |
+
"loss_rollout": 0.0018710237927734852,
|
| 216 |
+
"loss_time_rollout": 0.003118287306278944,
|
| 217 |
+
"loss_align": 0.033853307366371155,
|
| 218 |
+
"loss_spectral": 0.2796247601509094,
|
| 219 |
+
"loss_reverse": 0.00020421235240064561,
|
| 220 |
+
"loss_energy": 3.399841716600349e-06,
|
| 221 |
+
"loss_fold_recon": 0.003274742513895035,
|
| 222 |
+
"loss_fold_dyn": 0.00023566758318338543,
|
| 223 |
+
"loss_folded_field": 0.003990508615970612,
|
| 224 |
+
"loss_total": 0.06496735662221909,
|
| 225 |
+
"rmse_space_mean": 0.03745858743786812,
|
| 226 |
+
"rmse_space_last": 0.04350503161549568,
|
| 227 |
+
"rmse_time_mean": 0.04287569224834442,
|
| 228 |
+
"rmse_time_last": 0.049074504524469376,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.0009588093889760785,
|
| 232 |
+
"mean_reverse_error": 0.00019024984976567794,
|
| 233 |
+
"mean_align_error": 0.019041647028643638,
|
| 234 |
+
"mean_fold_dyn_error": 0.0002431248085486004,
|
| 235 |
+
"lead_1_rmse_space": 0.033299520611763,
|
| 236 |
+
"lead_2_rmse_space": 0.034104909747838974,
|
| 237 |
+
"lead_3_rmse_space": 0.035632822662591934,
|
| 238 |
+
"lead_4_rmse_space": 0.037776801735162735,
|
| 239 |
+
"lead_5_rmse_space": 0.040432438254356384,
|
| 240 |
+
"lead_6_rmse_space": 0.04350503161549568,
|
| 241 |
+
"lead_1_rmse_time": 0.03852200508117676,
|
| 242 |
+
"lead_2_rmse_time": 0.03942570090293884,
|
| 243 |
+
"lead_3_rmse_time": 0.04103745520114899,
|
| 244 |
+
"lead_4_rmse_time": 0.04324457049369812,
|
| 245 |
+
"lead_5_rmse_time": 0.04594990611076355,
|
| 246 |
+
"lead_6_rmse_time": 0.049074504524469376,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/no_dynamic_folding/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:162c5673d4e117d5e5280828c3eb99546a8e75d1b53b0f109ab9c1e583ded218
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/no_dynamic_folding/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.03260676935315132,
|
| 3 |
+
"rmse_space_last": 0.03916330263018608,
|
| 4 |
+
"rmse_time_mean": 0.03588416054844856,
|
| 5 |
+
"rmse_time_last": 0.04282544553279877,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.0019648936393327618,
|
| 9 |
+
"mean_reverse_error": 0.00013342094883371733,
|
| 10 |
+
"mean_align_error": 0.017839358727398672,
|
| 11 |
+
"mean_fold_dyn_error": NaN,
|
| 12 |
+
"lead_1_rmse_space": 0.028624434024095535,
|
| 13 |
+
"lead_2_rmse_space": 0.028984352946281433,
|
| 14 |
+
"lead_3_rmse_space": 0.030430203303694725,
|
| 15 |
+
"lead_4_rmse_space": 0.03273756429553032,
|
| 16 |
+
"lead_5_rmse_space": 0.035700760781764984,
|
| 17 |
+
"lead_6_rmse_space": 0.03916330263018608,
|
| 18 |
+
"lead_1_rmse_time": 0.0327795036137104,
|
| 19 |
+
"lead_2_rmse_time": 0.031965214759111404,
|
| 20 |
+
"lead_3_rmse_time": 0.033105868846178055,
|
| 21 |
+
"lead_4_rmse_time": 0.035632241517305374,
|
| 22 |
+
"lead_5_rmse_time": 0.038996681571006775,
|
| 23 |
+
"lead_6_rmse_time": 0.04282544553279877,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "no_dynamic_folding",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 34.71801495552063,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 1,
|
| 35 |
+
"flag_use_port": 1,
|
| 36 |
+
"flag_use_dynamic_folding": 0,
|
| 37 |
+
"flag_use_energy": 1,
|
| 38 |
+
"flag_use_reverse": 1,
|
| 39 |
+
"flag_use_closed_core": 1,
|
| 40 |
+
"flag_use_flux": 1,
|
| 41 |
+
"flag_use_hidden": 1,
|
| 42 |
+
"flag_blackbox_core": 0
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_dynamic_folding/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/no_dynamic_folding/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.0458743572235107,
|
| 5 |
+
"loss_rollout": 1.269292950630188,
|
| 6 |
+
"loss_time_rollout": 1.316490888595581,
|
| 7 |
+
"loss_align": 0.28457626700401306,
|
| 8 |
+
"loss_spectral": 0.9931473135948181,
|
| 9 |
+
"loss_reverse": 0.002537152264267206,
|
| 10 |
+
"loss_energy": 9.603229409549385e-05,
|
| 11 |
+
"loss_fold_recon": 0.0,
|
| 12 |
+
"loss_fold_dyn": 0.0,
|
| 13 |
+
"loss_folded_field": 0.0,
|
| 14 |
+
"loss_total": 3.0088746547698975,
|
| 15 |
+
"rmse_space_mean": 0.661720335483551,
|
| 16 |
+
"rmse_space_last": 0.7314781546592712,
|
| 17 |
+
"rmse_time_mean": 0.6250084638595581,
|
| 18 |
+
"rmse_time_last": 0.6594765782356262,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.02772640693001449,
|
| 22 |
+
"mean_reverse_error": 0.00605770421680063,
|
| 23 |
+
"mean_align_error": 0.16185911558568478,
|
| 24 |
+
"mean_fold_dyn_error": NaN,
|
| 25 |
+
"lead_1_rmse_space": 0.587216317653656,
|
| 26 |
+
"lead_2_rmse_space": 0.6181344389915466,
|
| 27 |
+
"lead_3_rmse_space": 0.6492500305175781,
|
| 28 |
+
"lead_4_rmse_space": 0.6784810423851013,
|
| 29 |
+
"lead_5_rmse_space": 0.7057618498802185,
|
| 30 |
+
"lead_6_rmse_space": 0.7314781546592712,
|
| 31 |
+
"lead_1_rmse_time": 0.5970180034637451,
|
| 32 |
+
"lead_2_rmse_time": 0.6049069762229919,
|
| 33 |
+
"lead_3_rmse_time": 0.6158583164215088,
|
| 34 |
+
"lead_4_rmse_time": 0.6290369629859924,
|
| 35 |
+
"lead_5_rmse_time": 0.6437541246414185,
|
| 36 |
+
"lead_6_rmse_time": 0.6594765782356262,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.029691819101572037,
|
| 47 |
+
"loss_rollout": 0.024853866547346115,
|
| 48 |
+
"loss_time_rollout": 0.020802531391382217,
|
| 49 |
+
"loss_align": 0.031926799565553665,
|
| 50 |
+
"loss_spectral": 0.8389806151390076,
|
| 51 |
+
"loss_reverse": 0.0003592147841118276,
|
| 52 |
+
"loss_energy": 0.0002829100121743977,
|
| 53 |
+
"loss_fold_recon": 0.0,
|
| 54 |
+
"loss_fold_dyn": 0.0,
|
| 55 |
+
"loss_folded_field": 0.0,
|
| 56 |
+
"loss_total": 0.23348958790302277,
|
| 57 |
+
"rmse_space_mean": 0.13357925415039062,
|
| 58 |
+
"rmse_space_last": 0.137803316116333,
|
| 59 |
+
"rmse_time_mean": 0.12602557241916656,
|
| 60 |
+
"rmse_time_last": 0.12751883268356323,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.01798334578052163,
|
| 64 |
+
"mean_reverse_error": 0.000367128672223771,
|
| 65 |
+
"mean_align_error": 0.017385454091709107,
|
| 66 |
+
"mean_fold_dyn_error": NaN,
|
| 67 |
+
"lead_1_rmse_space": 0.13059450685977936,
|
| 68 |
+
"lead_2_rmse_space": 0.13132132589817047,
|
| 69 |
+
"lead_3_rmse_space": 0.13238655030727386,
|
| 70 |
+
"lead_4_rmse_space": 0.13379263877868652,
|
| 71 |
+
"lead_5_rmse_space": 0.13557718694210052,
|
| 72 |
+
"lead_6_rmse_space": 0.137803316116333,
|
| 73 |
+
"lead_1_rmse_time": 0.12637484073638916,
|
| 74 |
+
"lead_2_rmse_time": 0.1256234347820282,
|
| 75 |
+
"lead_3_rmse_time": 0.12526731193065643,
|
| 76 |
+
"lead_4_rmse_time": 0.12535026669502258,
|
| 77 |
+
"lead_5_rmse_time": 0.1260187327861786,
|
| 78 |
+
"lead_6_rmse_time": 0.12751883268356323,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.0022758785635232925,
|
| 89 |
+
"loss_rollout": 0.0021364332642406225,
|
| 90 |
+
"loss_time_rollout": 0.002998377662152052,
|
| 91 |
+
"loss_align": 0.04008333384990692,
|
| 92 |
+
"loss_spectral": 0.6656693816184998,
|
| 93 |
+
"loss_reverse": 0.00020866656268481165,
|
| 94 |
+
"loss_energy": 4.247942706570029e-05,
|
| 95 |
+
"loss_fold_recon": 0.0,
|
| 96 |
+
"loss_fold_dyn": 0.0,
|
| 97 |
+
"loss_folded_field": 0.0,
|
| 98 |
+
"loss_total": 0.1434202641248703,
|
| 99 |
+
"rmse_space_mean": 0.04968643561005592,
|
| 100 |
+
"rmse_space_last": 0.05636047199368477,
|
| 101 |
+
"rmse_time_mean": 0.059685248881578445,
|
| 102 |
+
"rmse_time_last": 0.06499481946229935,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.0055920509330462664,
|
| 106 |
+
"mean_reverse_error": 0.0002133930684067309,
|
| 107 |
+
"mean_align_error": 0.025638841150794178,
|
| 108 |
+
"mean_fold_dyn_error": NaN,
|
| 109 |
+
"lead_1_rmse_space": 0.04625796899199486,
|
| 110 |
+
"lead_2_rmse_space": 0.046177078038454056,
|
| 111 |
+
"lead_3_rmse_space": 0.04730571433901787,
|
| 112 |
+
"lead_4_rmse_space": 0.04947822168469429,
|
| 113 |
+
"lead_5_rmse_space": 0.052539173513650894,
|
| 114 |
+
"lead_6_rmse_space": 0.05636047199368477,
|
| 115 |
+
"lead_1_rmse_time": 0.06148708611726761,
|
| 116 |
+
"lead_2_rmse_time": 0.05794479325413704,
|
| 117 |
+
"lead_3_rmse_time": 0.056400179862976074,
|
| 118 |
+
"lead_4_rmse_time": 0.05714762955904007,
|
| 119 |
+
"lead_5_rmse_time": 0.06013699993491173,
|
| 120 |
+
"lead_6_rmse_time": 0.06499481946229935,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.005977407097816467,
|
| 131 |
+
"loss_rollout": 0.006219756789505482,
|
| 132 |
+
"loss_time_rollout": 0.005036170594394207,
|
| 133 |
+
"loss_align": 0.03027026727795601,
|
| 134 |
+
"loss_spectral": 0.39328905940055847,
|
| 135 |
+
"loss_reverse": 0.00013104701065458357,
|
| 136 |
+
"loss_energy": 5.696902917406987e-06,
|
| 137 |
+
"loss_fold_recon": 0.0,
|
| 138 |
+
"loss_fold_dyn": 0.0,
|
| 139 |
+
"loss_folded_field": 0.0,
|
| 140 |
+
"loss_total": 0.09625821560621262,
|
| 141 |
+
"rmse_space_mean": 0.044371675699949265,
|
| 142 |
+
"rmse_space_last": 0.04980643838644028,
|
| 143 |
+
"rmse_time_mean": 0.044606972485780716,
|
| 144 |
+
"rmse_time_last": 0.0508260577917099,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.0022854071357869543,
|
| 148 |
+
"mean_reverse_error": 0.00013672765180672286,
|
| 149 |
+
"mean_align_error": 0.021108708693645895,
|
| 150 |
+
"mean_fold_dyn_error": NaN,
|
| 151 |
+
"lead_1_rmse_space": 0.041246648877859116,
|
| 152 |
+
"lead_2_rmse_space": 0.04150896891951561,
|
| 153 |
+
"lead_3_rmse_space": 0.042564328759908676,
|
| 154 |
+
"lead_4_rmse_space": 0.044334881007671356,
|
| 155 |
+
"lead_5_rmse_space": 0.04676879197359085,
|
| 156 |
+
"lead_6_rmse_space": 0.04980643838644028,
|
| 157 |
+
"lead_1_rmse_time": 0.04243260249495506,
|
| 158 |
+
"lead_2_rmse_time": 0.04144509136676788,
|
| 159 |
+
"lead_3_rmse_time": 0.04199894145131111,
|
| 160 |
+
"lead_4_rmse_time": 0.0439431294798851,
|
| 161 |
+
"lead_5_rmse_time": 0.04699602723121643,
|
| 162 |
+
"lead_6_rmse_time": 0.0508260577917099,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.001812527421861887,
|
| 173 |
+
"loss_rollout": 0.0020578361582010984,
|
| 174 |
+
"loss_time_rollout": 0.00269032153300941,
|
| 175 |
+
"loss_align": 0.03344058617949486,
|
| 176 |
+
"loss_spectral": 0.2586216926574707,
|
| 177 |
+
"loss_reverse": 0.0001564348494866863,
|
| 178 |
+
"loss_energy": 1.6523476006113924e-05,
|
| 179 |
+
"loss_fold_recon": 0.0,
|
| 180 |
+
"loss_fold_dyn": 0.0,
|
| 181 |
+
"loss_folded_field": 0.0,
|
| 182 |
+
"loss_total": 0.06055939942598343,
|
| 183 |
+
"rmse_space_mean": 0.04943714663386345,
|
| 184 |
+
"rmse_space_last": 0.05664991959929466,
|
| 185 |
+
"rmse_time_mean": 0.05260699614882469,
|
| 186 |
+
"rmse_time_last": 0.05994028598070145,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.0034514462313381955,
|
| 190 |
+
"mean_reverse_error": 0.00015864777924434748,
|
| 191 |
+
"mean_align_error": 0.02327779633924365,
|
| 192 |
+
"mean_fold_dyn_error": NaN,
|
| 193 |
+
"lead_1_rmse_space": 0.044735345989465714,
|
| 194 |
+
"lead_2_rmse_space": 0.04548443481326103,
|
| 195 |
+
"lead_3_rmse_space": 0.047182295471429825,
|
| 196 |
+
"lead_4_rmse_space": 0.04968966916203499,
|
| 197 |
+
"lead_5_rmse_space": 0.05288122966885567,
|
| 198 |
+
"lead_6_rmse_space": 0.05664991959929466,
|
| 199 |
+
"lead_1_rmse_time": 0.049148399382829666,
|
| 200 |
+
"lead_2_rmse_time": 0.048635926097631454,
|
| 201 |
+
"lead_3_rmse_time": 0.049805253744125366,
|
| 202 |
+
"lead_4_rmse_time": 0.05231577157974243,
|
| 203 |
+
"lead_5_rmse_time": 0.055796343833208084,
|
| 204 |
+
"lead_6_rmse_time": 0.05994028598070145,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.0009464600589126348,
|
| 215 |
+
"loss_rollout": 0.001104883849620819,
|
| 216 |
+
"loss_time_rollout": 0.0014563705772161484,
|
| 217 |
+
"loss_align": 0.027308478951454163,
|
| 218 |
+
"loss_spectral": 0.22062647342681885,
|
| 219 |
+
"loss_reverse": 0.0001294097601203248,
|
| 220 |
+
"loss_energy": 4.82915083921398e-06,
|
| 221 |
+
"loss_fold_recon": 0.0,
|
| 222 |
+
"loss_fold_dyn": 0.0,
|
| 223 |
+
"loss_folded_field": 0.0,
|
| 224 |
+
"loss_total": 0.04997139424085617,
|
| 225 |
+
"rmse_space_mean": 0.0333174467086792,
|
| 226 |
+
"rmse_space_last": 0.040118418633937836,
|
| 227 |
+
"rmse_time_mean": 0.03662634268403053,
|
| 228 |
+
"rmse_time_last": 0.04341817647218704,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.0018635557862580754,
|
| 232 |
+
"mean_reverse_error": 0.00013289653907122556,
|
| 233 |
+
"mean_align_error": 0.01870987971778959,
|
| 234 |
+
"mean_fold_dyn_error": NaN,
|
| 235 |
+
"lead_1_rmse_space": 0.02904888242483139,
|
| 236 |
+
"lead_2_rmse_space": 0.029563384130597115,
|
| 237 |
+
"lead_3_rmse_space": 0.03111223690211773,
|
| 238 |
+
"lead_4_rmse_space": 0.03350498899817467,
|
| 239 |
+
"lead_5_rmse_space": 0.03655676916241646,
|
| 240 |
+
"lead_6_rmse_space": 0.040118418633937836,
|
| 241 |
+
"lead_1_rmse_time": 0.03374703973531723,
|
| 242 |
+
"lead_2_rmse_time": 0.032914239913225174,
|
| 243 |
+
"lead_3_rmse_time": 0.03387698903679848,
|
| 244 |
+
"lead_4_rmse_time": 0.036249082535505295,
|
| 245 |
+
"lead_5_rmse_time": 0.03955254331231117,
|
| 246 |
+
"lead_6_rmse_time": 0.04341817647218704,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/no_flux/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:33e17a972fe6f4da03f9e2a724e393f7500f8e39b2cde0494a993be56a912f83
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/no_flux/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.044421594589948654,
|
| 3 |
+
"rmse_space_last": 0.05002225562930107,
|
| 4 |
+
"rmse_time_mean": 0.0483676977455616,
|
| 5 |
+
"rmse_time_last": 0.055804912000894547,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.0032488010995286075,
|
| 9 |
+
"mean_reverse_error": 0.00019037792088439395,
|
| 10 |
+
"mean_align_error": 0.02284975119523312,
|
| 11 |
+
"mean_fold_dyn_error": 0.00022486015988856946,
|
| 12 |
+
"lead_1_rmse_space": 0.04016941413283348,
|
| 13 |
+
"lead_2_rmse_space": 0.04126651585102081,
|
| 14 |
+
"lead_3_rmse_space": 0.04287036508321762,
|
| 15 |
+
"lead_4_rmse_space": 0.04490114748477936,
|
| 16 |
+
"lead_5_rmse_space": 0.04729985073208809,
|
| 17 |
+
"lead_6_rmse_space": 0.05002225562930107,
|
| 18 |
+
"lead_1_rmse_time": 0.04246700927615166,
|
| 19 |
+
"lead_2_rmse_time": 0.04412078857421875,
|
| 20 |
+
"lead_3_rmse_time": 0.0463784895837307,
|
| 21 |
+
"lead_4_rmse_time": 0.04913461580872536,
|
| 22 |
+
"lead_5_rmse_time": 0.05230036750435829,
|
| 23 |
+
"lead_6_rmse_time": 0.055804912000894547,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "no_flux",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 31.763659477233887,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 1,
|
| 35 |
+
"flag_use_port": 1,
|
| 36 |
+
"flag_use_dynamic_folding": 1,
|
| 37 |
+
"flag_use_energy": 1,
|
| 38 |
+
"flag_use_reverse": 1,
|
| 39 |
+
"flag_use_closed_core": 1,
|
| 40 |
+
"flag_use_flux": 0,
|
| 41 |
+
"flag_use_hidden": 1,
|
| 42 |
+
"flag_blackbox_core": 0
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_flux/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/no_flux/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.3677153587341309,
|
| 5 |
+
"loss_rollout": 0.9373965263366699,
|
| 6 |
+
"loss_time_rollout": 0.7740010023117065,
|
| 7 |
+
"loss_align": 0.34278786182403564,
|
| 8 |
+
"loss_spectral": 0.917966365814209,
|
| 9 |
+
"loss_reverse": 0.002502152230590582,
|
| 10 |
+
"loss_energy": 6.282415415626019e-05,
|
| 11 |
+
"loss_fold_recon": 0.0698382630944252,
|
| 12 |
+
"loss_fold_dyn": 0.00515813659876585,
|
| 13 |
+
"loss_folded_field": 1.2478034496307373,
|
| 14 |
+
"loss_total": 2.99442458152771,
|
| 15 |
+
"rmse_space_mean": 0.7432291507720947,
|
| 16 |
+
"rmse_space_last": 0.7955775856971741,
|
| 17 |
+
"rmse_time_mean": 0.7243947982788086,
|
| 18 |
+
"rmse_time_last": 0.7491523623466492,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.025527143850922585,
|
| 22 |
+
"mean_reverse_error": 0.006040330044925213,
|
| 23 |
+
"mean_align_error": 0.18676835298538208,
|
| 24 |
+
"mean_fold_dyn_error": 0.009282778075430542,
|
| 25 |
+
"lead_1_rmse_space": 0.6719091534614563,
|
| 26 |
+
"lead_2_rmse_space": 0.7081102728843689,
|
| 27 |
+
"lead_3_rmse_space": 0.7391072511672974,
|
| 28 |
+
"lead_4_rmse_space": 0.7632163763046265,
|
| 29 |
+
"lead_5_rmse_space": 0.7814538478851318,
|
| 30 |
+
"lead_6_rmse_space": 0.7955775856971741,
|
| 31 |
+
"lead_1_rmse_time": 0.6935164332389832,
|
| 32 |
+
"lead_2_rmse_time": 0.708820641040802,
|
| 33 |
+
"lead_3_rmse_time": 0.7215136885643005,
|
| 34 |
+
"lead_4_rmse_time": 0.7321468591690063,
|
| 35 |
+
"lead_5_rmse_time": 0.7412188053131104,
|
| 36 |
+
"lead_6_rmse_time": 0.7491523623466492,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.007834264077246189,
|
| 47 |
+
"loss_rollout": 0.00951649434864521,
|
| 48 |
+
"loss_time_rollout": 0.010785198770463467,
|
| 49 |
+
"loss_align": 0.02665288746356964,
|
| 50 |
+
"loss_spectral": 0.8913000226020813,
|
| 51 |
+
"loss_reverse": 0.0009066095808520913,
|
| 52 |
+
"loss_energy": 3.187372931279242e-05,
|
| 53 |
+
"loss_fold_recon": 0.005422447808086872,
|
| 54 |
+
"loss_fold_dyn": 0.0008202437311410904,
|
| 55 |
+
"loss_folded_field": 0.016922418028116226,
|
| 56 |
+
"loss_total": 0.20573513209819794,
|
| 57 |
+
"rmse_space_mean": 0.07947873324155807,
|
| 58 |
+
"rmse_space_last": 0.08391959965229034,
|
| 59 |
+
"rmse_time_mean": 0.07343010604381561,
|
| 60 |
+
"rmse_time_last": 0.07656219601631165,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.005607927334494889,
|
| 64 |
+
"mean_reverse_error": 0.0008888380798452999,
|
| 65 |
+
"mean_align_error": 0.015444337390363216,
|
| 66 |
+
"mean_fold_dyn_error": 0.0008351481847057585,
|
| 67 |
+
"lead_1_rmse_space": 0.076188825070858,
|
| 68 |
+
"lead_2_rmse_space": 0.07706364244222641,
|
| 69 |
+
"lead_3_rmse_space": 0.07826284319162369,
|
| 70 |
+
"lead_4_rmse_space": 0.07978441566228867,
|
| 71 |
+
"lead_5_rmse_space": 0.08165307343006134,
|
| 72 |
+
"lead_6_rmse_space": 0.08391959965229034,
|
| 73 |
+
"lead_1_rmse_time": 0.07218968123197556,
|
| 74 |
+
"lead_2_rmse_time": 0.07190384715795517,
|
| 75 |
+
"lead_3_rmse_time": 0.07223429530858994,
|
| 76 |
+
"lead_4_rmse_time": 0.0731269121170044,
|
| 77 |
+
"lead_5_rmse_time": 0.07456372678279877,
|
| 78 |
+
"lead_6_rmse_time": 0.07656219601631165,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.0019049250986427069,
|
| 89 |
+
"loss_rollout": 0.0021034989040344954,
|
| 90 |
+
"loss_time_rollout": 0.0024643540382385254,
|
| 91 |
+
"loss_align": 0.04427412152290344,
|
| 92 |
+
"loss_spectral": 0.6985150575637817,
|
| 93 |
+
"loss_reverse": 0.00035721692256629467,
|
| 94 |
+
"loss_energy": 1.2479545148380566e-05,
|
| 95 |
+
"loss_fold_recon": 0.009230545721948147,
|
| 96 |
+
"loss_fold_dyn": 0.0002734916051849723,
|
| 97 |
+
"loss_folded_field": 0.004073616117238998,
|
| 98 |
+
"loss_total": 0.15129941701889038,
|
| 99 |
+
"rmse_space_mean": 0.05219276621937752,
|
| 100 |
+
"rmse_space_last": 0.059619490057229996,
|
| 101 |
+
"rmse_time_mean": 0.05167091265320778,
|
| 102 |
+
"rmse_time_last": 0.05788489431142807,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.00277649919007672,
|
| 106 |
+
"mean_reverse_error": 0.0003625259778345935,
|
| 107 |
+
"mean_align_error": 0.029238412156701088,
|
| 108 |
+
"mean_fold_dyn_error": 0.000299363661724783,
|
| 109 |
+
"lead_1_rmse_space": 0.04592388495802879,
|
| 110 |
+
"lead_2_rmse_space": 0.047864362597465515,
|
| 111 |
+
"lead_3_rmse_space": 0.05031750351190567,
|
| 112 |
+
"lead_4_rmse_space": 0.053153861314058304,
|
| 113 |
+
"lead_5_rmse_space": 0.05627749115228653,
|
| 114 |
+
"lead_6_rmse_space": 0.059619490057229996,
|
| 115 |
+
"lead_1_rmse_time": 0.04751027747988701,
|
| 116 |
+
"lead_2_rmse_time": 0.04825788363814354,
|
| 117 |
+
"lead_3_rmse_time": 0.04976185783743858,
|
| 118 |
+
"lead_4_rmse_time": 0.05193420499563217,
|
| 119 |
+
"lead_5_rmse_time": 0.0546763651072979,
|
| 120 |
+
"lead_6_rmse_time": 0.05788489431142807,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.0011323506478220224,
|
| 131 |
+
"loss_rollout": 0.001075651845894754,
|
| 132 |
+
"loss_time_rollout": 0.0011298833414912224,
|
| 133 |
+
"loss_align": 0.039842329919338226,
|
| 134 |
+
"loss_spectral": 0.521591305732727,
|
| 135 |
+
"loss_reverse": 0.00024907971965149045,
|
| 136 |
+
"loss_energy": 1.2569365935632959e-05,
|
| 137 |
+
"loss_fold_recon": 0.006506259553134441,
|
| 138 |
+
"loss_fold_dyn": 0.00019244765280745924,
|
| 139 |
+
"loss_folded_field": 0.0032242622692137957,
|
| 140 |
+
"loss_total": 0.11275137215852737,
|
| 141 |
+
"rmse_space_mean": 0.0859941840171814,
|
| 142 |
+
"rmse_space_last": 0.09403461217880249,
|
| 143 |
+
"rmse_time_mean": 0.08619210124015808,
|
| 144 |
+
"rmse_time_last": 0.09494859725236893,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.0032348698368878104,
|
| 148 |
+
"mean_reverse_error": 0.0002528263803469599,
|
| 149 |
+
"mean_align_error": 0.02607793011702597,
|
| 150 |
+
"mean_fold_dyn_error": 0.00021945441949355882,
|
| 151 |
+
"lead_1_rmse_space": 0.07876115292310715,
|
| 152 |
+
"lead_2_rmse_space": 0.08127573877573013,
|
| 153 |
+
"lead_3_rmse_space": 0.0841178148984909,
|
| 154 |
+
"lead_4_rmse_space": 0.08722714334726334,
|
| 155 |
+
"lead_5_rmse_space": 0.09054860472679138,
|
| 156 |
+
"lead_6_rmse_space": 0.09403461217880249,
|
| 157 |
+
"lead_1_rmse_time": 0.07846319675445557,
|
| 158 |
+
"lead_2_rmse_time": 0.08105873316526413,
|
| 159 |
+
"lead_3_rmse_time": 0.0840941071510315,
|
| 160 |
+
"lead_4_rmse_time": 0.08747351169586182,
|
| 161 |
+
"lead_5_rmse_time": 0.09111447632312775,
|
| 162 |
+
"lead_6_rmse_time": 0.09494859725236893,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.0014866681303828955,
|
| 173 |
+
"loss_rollout": 0.0014346393290907145,
|
| 174 |
+
"loss_time_rollout": 0.0012826148886233568,
|
| 175 |
+
"loss_align": 0.03954175114631653,
|
| 176 |
+
"loss_spectral": 0.34821823239326477,
|
| 177 |
+
"loss_reverse": 0.00029272667597979307,
|
| 178 |
+
"loss_energy": 9.506033165962435e-06,
|
| 179 |
+
"loss_fold_recon": 0.00561404787003994,
|
| 180 |
+
"loss_fold_dyn": 0.00019969043205492198,
|
| 181 |
+
"loss_folded_field": 0.007078700698912144,
|
| 182 |
+
"loss_total": 0.07931779325008392,
|
| 183 |
+
"rmse_space_mean": 0.03960653766989708,
|
| 184 |
+
"rmse_space_last": 0.046290040016174316,
|
| 185 |
+
"rmse_time_mean": 0.040381547063589096,
|
| 186 |
+
"rmse_time_last": 0.04830459877848625,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.0026156976164202206,
|
| 190 |
+
"mean_reverse_error": 0.0002831407946359832,
|
| 191 |
+
"mean_align_error": 0.02617582806851715,
|
| 192 |
+
"mean_fold_dyn_error": 0.00022528098270413466,
|
| 193 |
+
"lead_1_rmse_space": 0.03495531529188156,
|
| 194 |
+
"lead_2_rmse_space": 0.035853371024131775,
|
| 195 |
+
"lead_3_rmse_space": 0.03759267181158066,
|
| 196 |
+
"lead_4_rmse_space": 0.04000476002693176,
|
| 197 |
+
"lead_5_rmse_space": 0.04294306039810181,
|
| 198 |
+
"lead_6_rmse_space": 0.046290040016174316,
|
| 199 |
+
"lead_1_rmse_time": 0.03478807583451271,
|
| 200 |
+
"lead_2_rmse_time": 0.035905975848436356,
|
| 201 |
+
"lead_3_rmse_time": 0.038006506860256195,
|
| 202 |
+
"lead_4_rmse_time": 0.040899068117141724,
|
| 203 |
+
"lead_5_rmse_time": 0.044385068118572235,
|
| 204 |
+
"lead_6_rmse_time": 0.04830459877848625,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.0017927044536918402,
|
| 215 |
+
"loss_rollout": 0.0017890194430947304,
|
| 216 |
+
"loss_time_rollout": 0.0017280022148042917,
|
| 217 |
+
"loss_align": 0.03871772065758705,
|
| 218 |
+
"loss_spectral": 0.2606344223022461,
|
| 219 |
+
"loss_reverse": 0.00019615312339738011,
|
| 220 |
+
"loss_energy": 1.3730104910791852e-05,
|
| 221 |
+
"loss_fold_recon": 0.00502331368625164,
|
| 222 |
+
"loss_fold_dyn": 0.00022171807358972728,
|
| 223 |
+
"loss_folded_field": 0.003494951641187072,
|
| 224 |
+
"loss_total": 0.06193135306239128,
|
| 225 |
+
"rmse_space_mean": 0.043524596840143204,
|
| 226 |
+
"rmse_space_last": 0.04879891127347946,
|
| 227 |
+
"rmse_time_mean": 0.04835869371891022,
|
| 228 |
+
"rmse_time_last": 0.055700551718473434,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.003123170623439364,
|
| 232 |
+
"mean_reverse_error": 0.00018969706070492975,
|
| 233 |
+
"mean_align_error": 0.02305742324097082,
|
| 234 |
+
"mean_fold_dyn_error": 0.00022767180689697852,
|
| 235 |
+
"lead_1_rmse_space": 0.03960542753338814,
|
| 236 |
+
"lead_2_rmse_space": 0.0405736044049263,
|
| 237 |
+
"lead_3_rmse_space": 0.04203995317220688,
|
| 238 |
+
"lead_4_rmse_space": 0.04393194988369942,
|
| 239 |
+
"lead_5_rmse_space": 0.04619773477315903,
|
| 240 |
+
"lead_6_rmse_space": 0.04879891127347946,
|
| 241 |
+
"lead_1_rmse_time": 0.04247777536511421,
|
| 242 |
+
"lead_2_rmse_time": 0.04416190832853317,
|
| 243 |
+
"lead_3_rmse_time": 0.046415284276008606,
|
| 244 |
+
"lead_4_rmse_time": 0.04914023354649544,
|
| 245 |
+
"lead_5_rmse_time": 0.052256420254707336,
|
| 246 |
+
"lead_6_rmse_time": 0.055700551718473434,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/no_phase/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:888e2831f2bac00e81f546eb55b0310f299036aeb628b80b7a1137365bf3f8b4
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/no_phase/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.02640281431376934,
|
| 3 |
+
"rmse_space_last": 0.0341833122074604,
|
| 4 |
+
"rmse_time_mean": 0.03078160621225834,
|
| 5 |
+
"rmse_time_last": 0.03800957649946213,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.002140858902988073,
|
| 9 |
+
"mean_reverse_error": 0.0001056580689404846,
|
| 10 |
+
"mean_align_error": 0.0015350984513612562,
|
| 11 |
+
"mean_fold_dyn_error": 0.00013296525560834102,
|
| 12 |
+
"lead_1_rmse_space": 0.02017023414373398,
|
| 13 |
+
"lead_2_rmse_space": 0.021884694695472717,
|
| 14 |
+
"lead_3_rmse_space": 0.02432381920516491,
|
| 15 |
+
"lead_4_rmse_space": 0.02727069891989231,
|
| 16 |
+
"lead_5_rmse_space": 0.030584128573536873,
|
| 17 |
+
"lead_6_rmse_space": 0.0341833122074604,
|
| 18 |
+
"lead_1_rmse_time": 0.025607123970985413,
|
| 19 |
+
"lead_2_rmse_time": 0.02667229436337948,
|
| 20 |
+
"lead_3_rmse_time": 0.02864096686244011,
|
| 21 |
+
"lead_4_rmse_time": 0.031297020614147186,
|
| 22 |
+
"lead_5_rmse_time": 0.03446265682578087,
|
| 23 |
+
"lead_6_rmse_time": 0.03800957649946213,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "no_phase",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 37.127161741256714,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 0,
|
| 35 |
+
"flag_use_port": 1,
|
| 36 |
+
"flag_use_dynamic_folding": 1,
|
| 37 |
+
"flag_use_energy": 1,
|
| 38 |
+
"flag_use_reverse": 1,
|
| 39 |
+
"flag_use_closed_core": 1,
|
| 40 |
+
"flag_use_flux": 1,
|
| 41 |
+
"flag_use_hidden": 1,
|
| 42 |
+
"flag_blackbox_core": 0
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_phase/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/no_phase/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.0571045875549316,
|
| 5 |
+
"loss_rollout": 1.497663974761963,
|
| 6 |
+
"loss_time_rollout": 1.953413724899292,
|
| 7 |
+
"loss_align": 0.47888240218162537,
|
| 8 |
+
"loss_spectral": 0.0,
|
| 9 |
+
"loss_reverse": 0.0034610191360116005,
|
| 10 |
+
"loss_energy": 0.0002419354859739542,
|
| 11 |
+
"loss_fold_recon": 0.09713813662528992,
|
| 12 |
+
"loss_fold_dyn": 0.003444717265665531,
|
| 13 |
+
"loss_folded_field": 1.4681451320648193,
|
| 14 |
+
"loss_total": 3.524658441543579,
|
| 15 |
+
"rmse_space_mean": 0.42547813057899475,
|
| 16 |
+
"rmse_space_last": 0.4591323137283325,
|
| 17 |
+
"rmse_time_mean": 0.6745408177375793,
|
| 18 |
+
"rmse_time_last": 0.6510913372039795,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.0479706150945276,
|
| 22 |
+
"mean_reverse_error": 0.008330531301908195,
|
| 23 |
+
"mean_align_error": 0.23786722961813211,
|
| 24 |
+
"mean_fold_dyn_error": 0.006404251616913825,
|
| 25 |
+
"lead_1_rmse_space": 0.4081844687461853,
|
| 26 |
+
"lead_2_rmse_space": 0.4060938358306885,
|
| 27 |
+
"lead_3_rmse_space": 0.41287901997566223,
|
| 28 |
+
"lead_4_rmse_space": 0.42533978819847107,
|
| 29 |
+
"lead_5_rmse_space": 0.4412391483783722,
|
| 30 |
+
"lead_6_rmse_space": 0.4591323137283325,
|
| 31 |
+
"lead_1_rmse_time": 0.7186471223831177,
|
| 32 |
+
"lead_2_rmse_time": 0.6920890212059021,
|
| 33 |
+
"lead_3_rmse_time": 0.6726118326187134,
|
| 34 |
+
"lead_4_rmse_time": 0.6598343253135681,
|
| 35 |
+
"lead_5_rmse_time": 0.6529715061187744,
|
| 36 |
+
"lead_6_rmse_time": 0.6510913372039795,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.0029011641163378954,
|
| 47 |
+
"loss_rollout": 0.0034560346975922585,
|
| 48 |
+
"loss_time_rollout": 0.011569294147193432,
|
| 49 |
+
"loss_align": 0.018187347799539566,
|
| 50 |
+
"loss_spectral": 0.0,
|
| 51 |
+
"loss_reverse": 0.00027658615726977587,
|
| 52 |
+
"loss_energy": 1.9605988200055435e-05,
|
| 53 |
+
"loss_fold_recon": 0.004220169503241777,
|
| 54 |
+
"loss_fold_dyn": 0.0003275522030889988,
|
| 55 |
+
"loss_folded_field": 0.008987333625555038,
|
| 56 |
+
"loss_total": 0.014341356232762337,
|
| 57 |
+
"rmse_space_mean": 0.08767033368349075,
|
| 58 |
+
"rmse_space_last": 0.09818533807992935,
|
| 59 |
+
"rmse_time_mean": 0.1002417802810669,
|
| 60 |
+
"rmse_time_last": 0.11032935976982117,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.004062843625433743,
|
| 64 |
+
"mean_reverse_error": 0.00028969832237635273,
|
| 65 |
+
"mean_align_error": 0.009724655479658395,
|
| 66 |
+
"mean_fold_dyn_error": 0.00031814876638236456,
|
| 67 |
+
"lead_1_rmse_space": 0.07798490673303604,
|
| 68 |
+
"lead_2_rmse_space": 0.08141766488552094,
|
| 69 |
+
"lead_3_rmse_space": 0.08527258783578873,
|
| 70 |
+
"lead_4_rmse_space": 0.0894157662987709,
|
| 71 |
+
"lead_5_rmse_space": 0.09374575316905975,
|
| 72 |
+
"lead_6_rmse_space": 0.09818533807992935,
|
| 73 |
+
"lead_1_rmse_time": 0.09229729324579239,
|
| 74 |
+
"lead_2_rmse_time": 0.09444872289896011,
|
| 75 |
+
"lead_3_rmse_time": 0.09750612080097198,
|
| 76 |
+
"lead_4_rmse_time": 0.10127758979797363,
|
| 77 |
+
"lead_5_rmse_time": 0.10559161752462387,
|
| 78 |
+
"lead_6_rmse_time": 0.11032935976982117,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.0015464420430362225,
|
| 89 |
+
"loss_rollout": 0.0017016627825796604,
|
| 90 |
+
"loss_time_rollout": 0.0017719275783747435,
|
| 91 |
+
"loss_align": 0.006466430611908436,
|
| 92 |
+
"loss_spectral": 0.0,
|
| 93 |
+
"loss_reverse": 0.00015800181427039206,
|
| 94 |
+
"loss_energy": 2.2888664261699887e-06,
|
| 95 |
+
"loss_fold_recon": 0.002120107412338257,
|
| 96 |
+
"loss_fold_dyn": 0.0001666844473220408,
|
| 97 |
+
"loss_folded_field": 0.007305897306650877,
|
| 98 |
+
"loss_total": 0.005944341886788607,
|
| 99 |
+
"rmse_space_mean": 0.059302207082509995,
|
| 100 |
+
"rmse_space_last": 0.06556502729654312,
|
| 101 |
+
"rmse_time_mean": 0.06999704241752625,
|
| 102 |
+
"rmse_time_last": 0.07548798620700836,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.0013419298265944235,
|
| 106 |
+
"mean_reverse_error": 0.0001627078554520267,
|
| 107 |
+
"mean_align_error": 0.0036850850738119334,
|
| 108 |
+
"mean_fold_dyn_error": 0.0001783801690180553,
|
| 109 |
+
"lead_1_rmse_space": 0.05431913584470749,
|
| 110 |
+
"lead_2_rmse_space": 0.055697157979011536,
|
| 111 |
+
"lead_3_rmse_space": 0.05762903392314911,
|
| 112 |
+
"lead_4_rmse_space": 0.0599711611866951,
|
| 113 |
+
"lead_5_rmse_space": 0.06263173371553421,
|
| 114 |
+
"lead_6_rmse_space": 0.06556502729654312,
|
| 115 |
+
"lead_1_rmse_time": 0.06622560322284698,
|
| 116 |
+
"lead_2_rmse_time": 0.06699474900960922,
|
| 117 |
+
"lead_3_rmse_time": 0.06835895776748657,
|
| 118 |
+
"lead_4_rmse_time": 0.07026170939207077,
|
| 119 |
+
"lead_5_rmse_time": 0.07265323400497437,
|
| 120 |
+
"lead_6_rmse_time": 0.07548798620700836,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.0004750108637381345,
|
| 131 |
+
"loss_rollout": 0.0007119725923985243,
|
| 132 |
+
"loss_time_rollout": 0.001104205846786499,
|
| 133 |
+
"loss_align": 0.004399548284709454,
|
| 134 |
+
"loss_spectral": 0.0,
|
| 135 |
+
"loss_reverse": 0.00013784010661765933,
|
| 136 |
+
"loss_energy": 1.9988272015325492e-06,
|
| 137 |
+
"loss_fold_recon": 0.0015136563451960683,
|
| 138 |
+
"loss_fold_dyn": 0.00015990860993042588,
|
| 139 |
+
"loss_folded_field": 0.0014048941666260362,
|
| 140 |
+
"loss_total": 0.0024655843153595924,
|
| 141 |
+
"rmse_space_mean": 0.025348782539367676,
|
| 142 |
+
"rmse_space_last": 0.034137971699237823,
|
| 143 |
+
"rmse_time_mean": 0.03315281867980957,
|
| 144 |
+
"rmse_time_last": 0.04079267382621765,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.0013002091727685183,
|
| 148 |
+
"mean_reverse_error": 0.0001434303781024937,
|
| 149 |
+
"mean_align_error": 0.002588277136965189,
|
| 150 |
+
"mean_fold_dyn_error": 0.00015534314388787607,
|
| 151 |
+
"lead_1_rmse_space": 0.01890159398317337,
|
| 152 |
+
"lead_2_rmse_space": 0.02029787190258503,
|
| 153 |
+
"lead_3_rmse_space": 0.022783363237977028,
|
| 154 |
+
"lead_4_rmse_space": 0.026068594306707382,
|
| 155 |
+
"lead_5_rmse_space": 0.029903298243880272,
|
| 156 |
+
"lead_6_rmse_space": 0.034137971699237823,
|
| 157 |
+
"lead_1_rmse_time": 0.028494613245129585,
|
| 158 |
+
"lead_2_rmse_time": 0.02898108959197998,
|
| 159 |
+
"lead_3_rmse_time": 0.03062431514263153,
|
| 160 |
+
"lead_4_rmse_time": 0.03328261524438858,
|
| 161 |
+
"lead_5_rmse_time": 0.036741599440574646,
|
| 162 |
+
"lead_6_rmse_time": 0.04079267382621765,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.0005395179614424706,
|
| 173 |
+
"loss_rollout": 0.0009608748368918896,
|
| 174 |
+
"loss_time_rollout": 0.0013936966424807906,
|
| 175 |
+
"loss_align": 0.00310471560806036,
|
| 176 |
+
"loss_spectral": 0.0,
|
| 177 |
+
"loss_reverse": 0.00012808069004677236,
|
| 178 |
+
"loss_energy": 3.4057393349939957e-06,
|
| 179 |
+
"loss_fold_recon": 0.001066260621882975,
|
| 180 |
+
"loss_fold_dyn": 0.00013389962259680033,
|
| 181 |
+
"loss_folded_field": 0.002251019701361656,
|
| 182 |
+
"loss_total": 0.0028116460889577866,
|
| 183 |
+
"rmse_space_mean": 0.02850276045501232,
|
| 184 |
+
"rmse_space_last": 0.03676985204219818,
|
| 185 |
+
"rmse_time_mean": 0.034913793206214905,
|
| 186 |
+
"rmse_time_last": 0.04263494536280632,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.0017772828214219771,
|
| 190 |
+
"mean_reverse_error": 0.00012607828557520406,
|
| 191 |
+
"mean_align_error": 0.0019001110122189857,
|
| 192 |
+
"mean_fold_dyn_error": 0.00014820884507571463,
|
| 193 |
+
"lead_1_rmse_space": 0.022332850843667984,
|
| 194 |
+
"lead_2_rmse_space": 0.023767149075865746,
|
| 195 |
+
"lead_3_rmse_space": 0.026143040508031845,
|
| 196 |
+
"lead_4_rmse_space": 0.029211463406682014,
|
| 197 |
+
"lead_5_rmse_space": 0.032792218029499054,
|
| 198 |
+
"lead_6_rmse_space": 0.03676985204219818,
|
| 199 |
+
"lead_1_rmse_time": 0.029690785333514214,
|
| 200 |
+
"lead_2_rmse_time": 0.03058570809662342,
|
| 201 |
+
"lead_3_rmse_time": 0.03252542391419411,
|
| 202 |
+
"lead_4_rmse_time": 0.035309888422489166,
|
| 203 |
+
"lead_5_rmse_time": 0.038736000657081604,
|
| 204 |
+
"lead_6_rmse_time": 0.04263494536280632,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.0002984756138175726,
|
| 215 |
+
"loss_rollout": 0.0005950229242444038,
|
| 216 |
+
"loss_time_rollout": 0.0007989126024767756,
|
| 217 |
+
"loss_align": 0.0027402720879763365,
|
| 218 |
+
"loss_spectral": 0.0,
|
| 219 |
+
"loss_reverse": 0.00010552564344834536,
|
| 220 |
+
"loss_energy": 4.165442987869028e-06,
|
| 221 |
+
"loss_fold_recon": 0.0009932131506502628,
|
| 222 |
+
"loss_fold_dyn": 0.00013305243919603527,
|
| 223 |
+
"loss_folded_field": 0.00186268356628716,
|
| 224 |
+
"loss_total": 0.0018873077351599932,
|
| 225 |
+
"rmse_space_mean": 0.027357317507267,
|
| 226 |
+
"rmse_space_last": 0.03545797988772392,
|
| 227 |
+
"rmse_time_mean": 0.03184361383318901,
|
| 228 |
+
"rmse_time_last": 0.03939685970544815,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.0021486652331077494,
|
| 232 |
+
"mean_reverse_error": 0.00010514556743146386,
|
| 233 |
+
"mean_align_error": 0.001512799793999875,
|
| 234 |
+
"mean_fold_dyn_error": 0.0001332083611487178,
|
| 235 |
+
"lead_1_rmse_space": 0.020686276257038116,
|
| 236 |
+
"lead_2_rmse_space": 0.022629093378782272,
|
| 237 |
+
"lead_3_rmse_space": 0.025253433734178543,
|
| 238 |
+
"lead_4_rmse_space": 0.028345350176095963,
|
| 239 |
+
"lead_5_rmse_space": 0.03177176043391228,
|
| 240 |
+
"lead_6_rmse_space": 0.03545797988772392,
|
| 241 |
+
"lead_1_rmse_time": 0.026317059993743896,
|
| 242 |
+
"lead_2_rmse_time": 0.02752942033112049,
|
| 243 |
+
"lead_3_rmse_time": 0.029644271358847618,
|
| 244 |
+
"lead_4_rmse_time": 0.0324397012591362,
|
| 245 |
+
"lead_5_rmse_time": 0.03573435917496681,
|
| 246 |
+
"lead_6_rmse_time": 0.03939685970544815,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/no_port/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2f78c59988275c25b33337bbd7570de1211948cbfd4e07140afdded1cfe3117e
|
| 3 |
+
size 1537611
|
实验1/stic_m_v3_ks1d_experiment1/no_port/metrics.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"rmse_space_mean": 0.039202943444252014,
|
| 3 |
+
"rmse_space_last": 0.051908403635025024,
|
| 4 |
+
"rmse_time_mean": 0.036856334656476974,
|
| 5 |
+
"rmse_time_last": 0.043264832347631454,
|
| 6 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 7 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 8 |
+
"mean_energy_drift": 0.005675220384115451,
|
| 9 |
+
"mean_reverse_error": 3.3098867884530736e-05,
|
| 10 |
+
"mean_align_error": 0.02265153384130252,
|
| 11 |
+
"mean_fold_dyn_error": 0.00033621595158413246,
|
| 12 |
+
"lead_1_rmse_space": 0.031759053468704224,
|
| 13 |
+
"lead_2_rmse_space": 0.03206160292029381,
|
| 14 |
+
"lead_3_rmse_space": 0.03488895669579506,
|
| 15 |
+
"lead_4_rmse_space": 0.03941970691084862,
|
| 16 |
+
"lead_5_rmse_space": 0.045179929584264755,
|
| 17 |
+
"lead_6_rmse_space": 0.051908403635025024,
|
| 18 |
+
"lead_1_rmse_time": 0.03814246878027916,
|
| 19 |
+
"lead_2_rmse_time": 0.03384660556912422,
|
| 20 |
+
"lead_3_rmse_time": 0.03299408033490181,
|
| 21 |
+
"lead_4_rmse_time": 0.03467397019267082,
|
| 22 |
+
"lead_5_rmse_time": 0.03821604326367378,
|
| 23 |
+
"lead_6_rmse_time": 0.043264832347631454,
|
| 24 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 25 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 26 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 27 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 28 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 29 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 30 |
+
"ablation": "no_port",
|
| 31 |
+
"params": 372805,
|
| 32 |
+
"train_seconds": 29.147745370864868,
|
| 33 |
+
"flag_use_time": 1,
|
| 34 |
+
"flag_use_phase": 1,
|
| 35 |
+
"flag_use_port": 0,
|
| 36 |
+
"flag_use_dynamic_folding": 1,
|
| 37 |
+
"flag_use_energy": 1,
|
| 38 |
+
"flag_use_reverse": 1,
|
| 39 |
+
"flag_use_closed_core": 1,
|
| 40 |
+
"flag_use_flux": 1,
|
| 41 |
+
"flag_use_hidden": 1,
|
| 42 |
+
"flag_blackbox_core": 0
|
| 43 |
+
}
|
/345/256/236/351/252/2141/stic_m_v3_ks1d_experiment1/no_port/prediction_example.png
ADDED
|
实验1/stic_m_v3_ks1d_experiment1/no_port/train_log.json
ADDED
|
@@ -0,0 +1,254 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"step": 1,
|
| 4 |
+
"loss_recon": 1.0152513980865479,
|
| 5 |
+
"loss_rollout": 1.0362685918807983,
|
| 6 |
+
"loss_time_rollout": 1.1814587116241455,
|
| 7 |
+
"loss_align": 0.19991180300712585,
|
| 8 |
+
"loss_spectral": 1.005601406097412,
|
| 9 |
+
"loss_reverse": 1.0098540315084392e-06,
|
| 10 |
+
"loss_energy": 4.996696816306212e-07,
|
| 11 |
+
"loss_fold_recon": 0.06779066473245621,
|
| 12 |
+
"loss_fold_dyn": 0.001269746571779251,
|
| 13 |
+
"loss_folded_field": 1.1113200187683105,
|
| 14 |
+
"loss_total": 2.8624520301818848,
|
| 15 |
+
"rmse_space_mean": 0.6371696591377258,
|
| 16 |
+
"rmse_space_last": 0.6410422921180725,
|
| 17 |
+
"rmse_time_mean": 0.5922293663024902,
|
| 18 |
+
"rmse_time_last": 0.6059314608573914,
|
| 19 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 20 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 21 |
+
"mean_energy_drift": 0.0026192921068286523,
|
| 22 |
+
"mean_reverse_error": 1.280637945910712e-06,
|
| 23 |
+
"mean_align_error": 0.11216206848621368,
|
| 24 |
+
"mean_fold_dyn_error": 0.0015777735316078179,
|
| 25 |
+
"lead_1_rmse_space": 0.6353960633277893,
|
| 26 |
+
"lead_2_rmse_space": 0.6352108120918274,
|
| 27 |
+
"lead_3_rmse_space": 0.6357398629188538,
|
| 28 |
+
"lead_4_rmse_space": 0.6369228363037109,
|
| 29 |
+
"lead_5_rmse_space": 0.6387059688568115,
|
| 30 |
+
"lead_6_rmse_space": 0.6410422921180725,
|
| 31 |
+
"lead_1_rmse_time": 0.5792700052261353,
|
| 32 |
+
"lead_2_rmse_time": 0.584136426448822,
|
| 33 |
+
"lead_3_rmse_time": 0.5892572999000549,
|
| 34 |
+
"lead_4_rmse_time": 0.5946090221405029,
|
| 35 |
+
"lead_5_rmse_time": 0.6001720428466797,
|
| 36 |
+
"lead_6_rmse_time": 0.6059314608573914,
|
| 37 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 38 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 39 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 40 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 41 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 42 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"step": 70,
|
| 46 |
+
"loss_recon": 0.012090269476175308,
|
| 47 |
+
"loss_rollout": 0.013399520888924599,
|
| 48 |
+
"loss_time_rollout": 0.01831982657313347,
|
| 49 |
+
"loss_align": 0.03427083417773247,
|
| 50 |
+
"loss_spectral": 0.8254680037498474,
|
| 51 |
+
"loss_reverse": 2.038049206021242e-05,
|
| 52 |
+
"loss_energy": 0.00014556637324858457,
|
| 53 |
+
"loss_fold_recon": 0.00660927128046751,
|
| 54 |
+
"loss_fold_dyn": 0.00048749230336397886,
|
| 55 |
+
"loss_folded_field": 0.015500469133257866,
|
| 56 |
+
"loss_total": 0.20404325425624847,
|
| 57 |
+
"rmse_space_mean": 0.10955452173948288,
|
| 58 |
+
"rmse_space_last": 0.11771569401025772,
|
| 59 |
+
"rmse_time_mean": 0.11794284731149673,
|
| 60 |
+
"rmse_time_last": 0.12076233327388763,
|
| 61 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 62 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 63 |
+
"mean_energy_drift": 0.01222383335698396,
|
| 64 |
+
"mean_reverse_error": 2.2982607390531484e-05,
|
| 65 |
+
"mean_align_error": 0.013914654788095504,
|
| 66 |
+
"mean_fold_dyn_error": 0.0004917784608551301,
|
| 67 |
+
"lead_1_rmse_space": 0.10559602826833725,
|
| 68 |
+
"lead_2_rmse_space": 0.10558239370584488,
|
| 69 |
+
"lead_3_rmse_space": 0.106715127825737,
|
| 70 |
+
"lead_4_rmse_space": 0.10904929041862488,
|
| 71 |
+
"lead_5_rmse_space": 0.11266852915287018,
|
| 72 |
+
"lead_6_rmse_space": 0.11771569401025772,
|
| 73 |
+
"lead_1_rmse_time": 0.12353793531656265,
|
| 74 |
+
"lead_2_rmse_time": 0.11851305514574051,
|
| 75 |
+
"lead_3_rmse_time": 0.11515013128519058,
|
| 76 |
+
"lead_4_rmse_time": 0.11400805413722992,
|
| 77 |
+
"lead_5_rmse_time": 0.11568555980920792,
|
| 78 |
+
"lead_6_rmse_time": 0.12076233327388763,
|
| 79 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 80 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 81 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 82 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 83 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 84 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"step": 140,
|
| 88 |
+
"loss_recon": 0.0011932139750570059,
|
| 89 |
+
"loss_rollout": 0.0016934443265199661,
|
| 90 |
+
"loss_time_rollout": 0.0020838971249759197,
|
| 91 |
+
"loss_align": 0.04268581420183182,
|
| 92 |
+
"loss_spectral": 0.6095225214958191,
|
| 93 |
+
"loss_reverse": 2.734972076723352e-05,
|
| 94 |
+
"loss_energy": 2.2040685507818125e-05,
|
| 95 |
+
"loss_fold_recon": 0.0076508717611432076,
|
| 96 |
+
"loss_fold_dyn": 0.00044407404493540525,
|
| 97 |
+
"loss_folded_field": 0.002343658823519945,
|
| 98 |
+
"loss_total": 0.13167579472064972,
|
| 99 |
+
"rmse_space_mean": 0.04964280501008034,
|
| 100 |
+
"rmse_space_last": 0.06661424040794373,
|
| 101 |
+
"rmse_time_mean": 0.059531379491090775,
|
| 102 |
+
"rmse_time_last": 0.0680820420384407,
|
| 103 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 104 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 105 |
+
"mean_energy_drift": 0.004551046687993221,
|
| 106 |
+
"mean_reverse_error": 3.4984834883289295e-05,
|
| 107 |
+
"mean_align_error": 0.02752492157742381,
|
| 108 |
+
"mean_fold_dyn_error": 0.0005442255260277307,
|
| 109 |
+
"lead_1_rmse_space": 0.03789817914366722,
|
| 110 |
+
"lead_2_rmse_space": 0.03997363895177841,
|
| 111 |
+
"lead_3_rmse_space": 0.04456990957260132,
|
| 112 |
+
"lead_4_rmse_space": 0.050732750445604324,
|
| 113 |
+
"lead_5_rmse_space": 0.05806812644004822,
|
| 114 |
+
"lead_6_rmse_space": 0.06661424040794373,
|
| 115 |
+
"lead_1_rmse_time": 0.06114467978477478,
|
| 116 |
+
"lead_2_rmse_time": 0.055633291602134705,
|
| 117 |
+
"lead_3_rmse_time": 0.054469332098960876,
|
| 118 |
+
"lead_4_rmse_time": 0.05661018565297127,
|
| 119 |
+
"lead_5_rmse_time": 0.061248768121004105,
|
| 120 |
+
"lead_6_rmse_time": 0.0680820420384407,
|
| 121 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 122 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 123 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 124 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 125 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 126 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"step": 210,
|
| 130 |
+
"loss_recon": 0.001264495076611638,
|
| 131 |
+
"loss_rollout": 0.0017472431063652039,
|
| 132 |
+
"loss_time_rollout": 0.0014975033700466156,
|
| 133 |
+
"loss_align": 0.040187492966651917,
|
| 134 |
+
"loss_spectral": 0.48395392298698425,
|
| 135 |
+
"loss_reverse": 4.8183232138399035e-05,
|
| 136 |
+
"loss_energy": 8.252422958321404e-06,
|
| 137 |
+
"loss_fold_recon": 0.005759235471487045,
|
| 138 |
+
"loss_fold_dyn": 0.0003810592752415687,
|
| 139 |
+
"loss_folded_field": 0.0024044993333518505,
|
| 140 |
+
"loss_total": 0.10603102296590805,
|
| 141 |
+
"rmse_space_mean": 0.04257698729634285,
|
| 142 |
+
"rmse_space_last": 0.05673978850245476,
|
| 143 |
+
"rmse_time_mean": 0.0414382703602314,
|
| 144 |
+
"rmse_time_last": 0.05234186723828316,
|
| 145 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 146 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 147 |
+
"mean_energy_drift": 0.0031085238661034964,
|
| 148 |
+
"mean_reverse_error": 4.540212910342234e-05,
|
| 149 |
+
"mean_align_error": 0.022938199224881828,
|
| 150 |
+
"mean_fold_dyn_error": 0.00048532306573179085,
|
| 151 |
+
"lead_1_rmse_space": 0.03203519433736801,
|
| 152 |
+
"lead_2_rmse_space": 0.03449280560016632,
|
| 153 |
+
"lead_3_rmse_space": 0.03862809017300606,
|
| 154 |
+
"lead_4_rmse_space": 0.043777741491794586,
|
| 155 |
+
"lead_5_rmse_space": 0.049788326025009155,
|
| 156 |
+
"lead_6_rmse_space": 0.05673978850245476,
|
| 157 |
+
"lead_1_rmse_time": 0.039357442408800125,
|
| 158 |
+
"lead_2_rmse_time": 0.035565003752708435,
|
| 159 |
+
"lead_3_rmse_time": 0.03625006601214409,
|
| 160 |
+
"lead_4_rmse_time": 0.03980664536356926,
|
| 161 |
+
"lead_5_rmse_time": 0.045308586210012436,
|
| 162 |
+
"lead_6_rmse_time": 0.05234186723828316,
|
| 163 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 164 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 165 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 166 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 167 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 168 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 169 |
+
},
|
| 170 |
+
{
|
| 171 |
+
"step": 280,
|
| 172 |
+
"loss_recon": 0.001444385969080031,
|
| 173 |
+
"loss_rollout": 0.0015509271761402488,
|
| 174 |
+
"loss_time_rollout": 0.0014708655653521419,
|
| 175 |
+
"loss_align": 0.03554770350456238,
|
| 176 |
+
"loss_spectral": 0.3444567024707794,
|
| 177 |
+
"loss_reverse": 2.6632889785105363e-05,
|
| 178 |
+
"loss_energy": 1.4731154806213453e-05,
|
| 179 |
+
"loss_fold_recon": 0.0050339605659246445,
|
| 180 |
+
"loss_fold_dyn": 0.0003011092194356024,
|
| 181 |
+
"loss_folded_field": 0.0029379064217209816,
|
| 182 |
+
"loss_total": 0.07755808532238007,
|
| 183 |
+
"rmse_space_mean": 0.03850461170077324,
|
| 184 |
+
"rmse_space_last": 0.05178963020443916,
|
| 185 |
+
"rmse_time_mean": 0.04256011173129082,
|
| 186 |
+
"rmse_time_last": 0.050497982650995255,
|
| 187 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 188 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 189 |
+
"mean_energy_drift": 0.003977000043960288,
|
| 190 |
+
"mean_reverse_error": 3.301897118035413e-05,
|
| 191 |
+
"mean_align_error": 0.02192835067398846,
|
| 192 |
+
"mean_fold_dyn_error": 0.00040370393162447726,
|
| 193 |
+
"lead_1_rmse_space": 0.030136635527014732,
|
| 194 |
+
"lead_2_rmse_space": 0.030870473012328148,
|
| 195 |
+
"lead_3_rmse_space": 0.03416742756962776,
|
| 196 |
+
"lead_4_rmse_space": 0.03905785456299782,
|
| 197 |
+
"lead_5_rmse_space": 0.04500564560294151,
|
| 198 |
+
"lead_6_rmse_space": 0.05178963020443916,
|
| 199 |
+
"lead_1_rmse_time": 0.04218072444200516,
|
| 200 |
+
"lead_2_rmse_time": 0.038618966937065125,
|
| 201 |
+
"lead_3_rmse_time": 0.03845563903450966,
|
| 202 |
+
"lead_4_rmse_time": 0.04074465110898018,
|
| 203 |
+
"lead_5_rmse_time": 0.04486270621418953,
|
| 204 |
+
"lead_6_rmse_time": 0.050497982650995255,
|
| 205 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 206 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 207 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 208 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 209 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 210 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"step": 350,
|
| 214 |
+
"loss_recon": 0.0008669197559356689,
|
| 215 |
+
"loss_rollout": 0.0010141427628695965,
|
| 216 |
+
"loss_time_rollout": 0.000883944274391979,
|
| 217 |
+
"loss_align": 0.03415380418300629,
|
| 218 |
+
"loss_spectral": 0.32104378938674927,
|
| 219 |
+
"loss_reverse": 2.206060162279755e-05,
|
| 220 |
+
"loss_energy": 2.762001531664282e-05,
|
| 221 |
+
"loss_fold_recon": 0.004950821399688721,
|
| 222 |
+
"loss_fold_dyn": 0.00023141234123613685,
|
| 223 |
+
"loss_folded_field": 0.001437246217392385,
|
| 224 |
+
"loss_total": 0.07114673405885696,
|
| 225 |
+
"rmse_space_mean": 0.039182398468256,
|
| 226 |
+
"rmse_space_last": 0.05181889608502388,
|
| 227 |
+
"rmse_time_mean": 0.03710976243019104,
|
| 228 |
+
"rmse_time_last": 0.043406568467617035,
|
| 229 |
+
"rmse_persistence_mean": 0.04206303134560585,
|
| 230 |
+
"rmse_persistence_last": 0.07233074307441711,
|
| 231 |
+
"mean_energy_drift": 0.0055533911363454536,
|
| 232 |
+
"mean_reverse_error": 2.7184879854758037e-05,
|
| 233 |
+
"mean_align_error": 0.0223171227844432,
|
| 234 |
+
"mean_fold_dyn_error": 0.00034017825873888796,
|
| 235 |
+
"lead_1_rmse_space": 0.03185511752963066,
|
| 236 |
+
"lead_2_rmse_space": 0.032181818038225174,
|
| 237 |
+
"lead_3_rmse_space": 0.03489082679152489,
|
| 238 |
+
"lead_4_rmse_space": 0.03931048884987831,
|
| 239 |
+
"lead_5_rmse_space": 0.04503723978996277,
|
| 240 |
+
"lead_6_rmse_space": 0.05181889608502388,
|
| 241 |
+
"lead_1_rmse_time": 0.03869796171784401,
|
| 242 |
+
"lead_2_rmse_time": 0.03437945991754532,
|
| 243 |
+
"lead_3_rmse_time": 0.03326152637600899,
|
| 244 |
+
"lead_4_rmse_time": 0.034710366278886795,
|
| 245 |
+
"lead_5_rmse_time": 0.0382026806473732,
|
| 246 |
+
"lead_6_rmse_time": 0.043406568467617035,
|
| 247 |
+
"lead_1_rmse_persistence": 0.011936966329813004,
|
| 248 |
+
"lead_2_rmse_persistence": 0.023926712572574615,
|
| 249 |
+
"lead_3_rmse_persistence": 0.03596502169966698,
|
| 250 |
+
"lead_4_rmse_persistence": 0.048047780990600586,
|
| 251 |
+
"lead_5_rmse_persistence": 0.0601709745824337,
|
| 252 |
+
"lead_6_rmse_persistence": 0.07233074307441711
|
| 253 |
+
}
|
| 254 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/results.csv
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
rmse_space_mean,rmse_space_last,rmse_time_mean,rmse_time_last,rmse_persistence_mean,rmse_persistence_last,mean_energy_drift,mean_reverse_error,mean_align_error,mean_fold_dyn_error,lead_1_rmse_space,lead_2_rmse_space,lead_3_rmse_space,lead_4_rmse_space,lead_5_rmse_space,lead_6_rmse_space,lead_1_rmse_time,lead_2_rmse_time,lead_3_rmse_time,lead_4_rmse_time,lead_5_rmse_time,lead_6_rmse_time,lead_1_rmse_persistence,lead_2_rmse_persistence,lead_3_rmse_persistence,lead_4_rmse_persistence,lead_5_rmse_persistence,lead_6_rmse_persistence,ablation,params,train_seconds,flag_use_time,flag_use_phase,flag_use_port,flag_use_dynamic_folding,flag_use_energy,flag_use_reverse,flag_use_closed_core,flag_use_flux,flag_use_hidden,flag_blackbox_core
|
| 2 |
+
0.03258132562041283,0.03950275108218193,0.03220028802752495,0.03815135359764099,0.04168659448623657,0.07164821028709412,0.002948710223120686,0.00013144737022230402,0.028043439023588832,0.00026748997946637437,0.028614100068807602,0.028787478804588318,0.030215222388505936,0.03261219337582588,0.03575621917843819,0.03950275108218193,0.030518654733896255,0.029081840068101883,0.029545074328780174,0.03146842122077942,0.03443637117743492,0.03815135359764099,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,full,372805,39.149821758270264,1,1,1,1,1,1,1,1,1,0
|
| 3 |
+
0.039202943444252014,0.051908403635025024,0.036856334656476974,0.043264832347631454,0.04168659448623657,0.07164821028709412,0.005675220384115451,3.3098867884530736e-05,0.02265153384130252,0.00033621595158413246,0.031759053468704224,0.03206160292029381,0.03488895669579506,0.03941970691084862,0.045179929584264755,0.051908403635025024,0.03814246878027916,0.03384660556912422,0.03299408033490181,0.03467397019267082,0.03821604326367378,0.043264832347631454,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,no_port,372805,29.147745370864868,1,1,0,1,1,1,1,1,1,0
|
| 4 |
+
0.02640281431376934,0.0341833122074604,0.03078160621225834,0.03800957649946213,0.04168659448623657,0.07164821028709412,0.002140858902988073,0.0001056580689404846,0.0015350984513612562,0.00013296525560834102,0.02017023414373398,0.021884694695472717,0.02432381920516491,0.02727069891989231,0.030584128573536873,0.0341833122074604,0.025607123970985413,0.02667229436337948,0.02864096686244011,0.031297020614147186,0.03446265682578087,0.03800957649946213,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,no_phase,372805,37.127161741256714,1,0,1,1,1,1,1,1,1,0
|
| 5 |
+
0.03260676935315132,0.03916330263018608,0.03588416054844856,0.04282544553279877,0.04168659448623657,0.07164821028709412,0.0019648936393327618,0.00013342094883371733,0.017839358727398672,nan,0.028624434024095535,0.028984352946281433,0.030430203303694725,0.03273756429553032,0.035700760781764984,0.03916330263018608,0.0327795036137104,0.031965214759111404,0.033105868846178055,0.035632241517305374,0.038996681571006775,0.04282544553279877,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,no_dynamic_folding,372805,34.71801495552063,1,1,1,0,1,1,1,1,1,0
|
| 6 |
+
0.039172422140836716,0.04468528926372528,0.04245151951909065,0.04831801727414131,0.04168659448623657,0.07164821028709412,0.0009737355898036377,0.0001898003569007606,0.0182527473784591,0.000236597912398314,0.035465747117996216,0.03613593429327011,0.03748401999473572,0.039417725056409836,0.04184582829475403,0.04468528926372528,0.038475483655929565,0.039219826459884644,0.04066935181617737,0.042725857347249985,0.045300569385290146,0.04831801727414131,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,no_closed_core,372805,26.267035961151123,1,1,1,1,1,1,0,1,1,0
|
| 7 |
+
0.044421594589948654,0.05002225562930107,0.0483676977455616,0.055804912000894547,0.04168659448623657,0.07164821028709412,0.0032488010995286075,0.00019037792088439395,0.02284975119523312,0.00022486015988856946,0.04016941413283348,0.04126651585102081,0.04287036508321762,0.04490114748477936,0.04729985073208809,0.05002225562930107,0.04246700927615166,0.04412078857421875,0.0463784895837307,0.04913461580872536,0.05230036750435829,0.055804912000894547,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,no_flux,372805,31.763659477233887,1,1,1,1,1,1,1,0,1,0
|
| 8 |
+
0.06260284036397934,0.06911708414554596,0.061765123158693314,0.06870867311954498,0.04168659448623657,0.07164821028709412,0.005951267091165248,0.0008112790651227298,0.023146578355839376,0.00021389554144422474,0.056570637971162796,0.058757469058036804,0.06114324927330017,0.06368249654769897,0.06634607911109924,0.06911708414554596,0.05518736317753792,0.05764680728316307,0.06025758013129234,0.06298455595970154,0.06580577045679092,0.06870867311954498,0.011841909028589725,0.023729044944047928,0.03565724566578865,0.047622453421354294,0.05962071195244789,0.07164821028709412,blackbox_core,372805,25.66895604133606,1,1,1,1,0,0,0,0,0,1
|
实验1/stic_m_v3_ks1d_experiment1/results.json
ADDED
|
@@ -0,0 +1,303 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"rmse_space_mean": 0.03258132562041283,
|
| 4 |
+
"rmse_space_last": 0.03950275108218193,
|
| 5 |
+
"rmse_time_mean": 0.03220028802752495,
|
| 6 |
+
"rmse_time_last": 0.03815135359764099,
|
| 7 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 8 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 9 |
+
"mean_energy_drift": 0.002948710223120686,
|
| 10 |
+
"mean_reverse_error": 0.00013144737022230402,
|
| 11 |
+
"mean_align_error": 0.028043439023588832,
|
| 12 |
+
"mean_fold_dyn_error": 0.00026748997946637437,
|
| 13 |
+
"lead_1_rmse_space": 0.028614100068807602,
|
| 14 |
+
"lead_2_rmse_space": 0.028787478804588318,
|
| 15 |
+
"lead_3_rmse_space": 0.030215222388505936,
|
| 16 |
+
"lead_4_rmse_space": 0.03261219337582588,
|
| 17 |
+
"lead_5_rmse_space": 0.03575621917843819,
|
| 18 |
+
"lead_6_rmse_space": 0.03950275108218193,
|
| 19 |
+
"lead_1_rmse_time": 0.030518654733896255,
|
| 20 |
+
"lead_2_rmse_time": 0.029081840068101883,
|
| 21 |
+
"lead_3_rmse_time": 0.029545074328780174,
|
| 22 |
+
"lead_4_rmse_time": 0.03146842122077942,
|
| 23 |
+
"lead_5_rmse_time": 0.03443637117743492,
|
| 24 |
+
"lead_6_rmse_time": 0.03815135359764099,
|
| 25 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 26 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 27 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 28 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 29 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 30 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 31 |
+
"ablation": "full",
|
| 32 |
+
"params": 372805,
|
| 33 |
+
"train_seconds": 39.149821758270264,
|
| 34 |
+
"flag_use_time": 1,
|
| 35 |
+
"flag_use_phase": 1,
|
| 36 |
+
"flag_use_port": 1,
|
| 37 |
+
"flag_use_dynamic_folding": 1,
|
| 38 |
+
"flag_use_energy": 1,
|
| 39 |
+
"flag_use_reverse": 1,
|
| 40 |
+
"flag_use_closed_core": 1,
|
| 41 |
+
"flag_use_flux": 1,
|
| 42 |
+
"flag_use_hidden": 1,
|
| 43 |
+
"flag_blackbox_core": 0
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"rmse_space_mean": 0.039202943444252014,
|
| 47 |
+
"rmse_space_last": 0.051908403635025024,
|
| 48 |
+
"rmse_time_mean": 0.036856334656476974,
|
| 49 |
+
"rmse_time_last": 0.043264832347631454,
|
| 50 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 51 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 52 |
+
"mean_energy_drift": 0.005675220384115451,
|
| 53 |
+
"mean_reverse_error": 3.3098867884530736e-05,
|
| 54 |
+
"mean_align_error": 0.02265153384130252,
|
| 55 |
+
"mean_fold_dyn_error": 0.00033621595158413246,
|
| 56 |
+
"lead_1_rmse_space": 0.031759053468704224,
|
| 57 |
+
"lead_2_rmse_space": 0.03206160292029381,
|
| 58 |
+
"lead_3_rmse_space": 0.03488895669579506,
|
| 59 |
+
"lead_4_rmse_space": 0.03941970691084862,
|
| 60 |
+
"lead_5_rmse_space": 0.045179929584264755,
|
| 61 |
+
"lead_6_rmse_space": 0.051908403635025024,
|
| 62 |
+
"lead_1_rmse_time": 0.03814246878027916,
|
| 63 |
+
"lead_2_rmse_time": 0.03384660556912422,
|
| 64 |
+
"lead_3_rmse_time": 0.03299408033490181,
|
| 65 |
+
"lead_4_rmse_time": 0.03467397019267082,
|
| 66 |
+
"lead_5_rmse_time": 0.03821604326367378,
|
| 67 |
+
"lead_6_rmse_time": 0.043264832347631454,
|
| 68 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 69 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 70 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 71 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 72 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 73 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 74 |
+
"ablation": "no_port",
|
| 75 |
+
"params": 372805,
|
| 76 |
+
"train_seconds": 29.147745370864868,
|
| 77 |
+
"flag_use_time": 1,
|
| 78 |
+
"flag_use_phase": 1,
|
| 79 |
+
"flag_use_port": 0,
|
| 80 |
+
"flag_use_dynamic_folding": 1,
|
| 81 |
+
"flag_use_energy": 1,
|
| 82 |
+
"flag_use_reverse": 1,
|
| 83 |
+
"flag_use_closed_core": 1,
|
| 84 |
+
"flag_use_flux": 1,
|
| 85 |
+
"flag_use_hidden": 1,
|
| 86 |
+
"flag_blackbox_core": 0
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"rmse_space_mean": 0.02640281431376934,
|
| 90 |
+
"rmse_space_last": 0.0341833122074604,
|
| 91 |
+
"rmse_time_mean": 0.03078160621225834,
|
| 92 |
+
"rmse_time_last": 0.03800957649946213,
|
| 93 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 94 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 95 |
+
"mean_energy_drift": 0.002140858902988073,
|
| 96 |
+
"mean_reverse_error": 0.0001056580689404846,
|
| 97 |
+
"mean_align_error": 0.0015350984513612562,
|
| 98 |
+
"mean_fold_dyn_error": 0.00013296525560834102,
|
| 99 |
+
"lead_1_rmse_space": 0.02017023414373398,
|
| 100 |
+
"lead_2_rmse_space": 0.021884694695472717,
|
| 101 |
+
"lead_3_rmse_space": 0.02432381920516491,
|
| 102 |
+
"lead_4_rmse_space": 0.02727069891989231,
|
| 103 |
+
"lead_5_rmse_space": 0.030584128573536873,
|
| 104 |
+
"lead_6_rmse_space": 0.0341833122074604,
|
| 105 |
+
"lead_1_rmse_time": 0.025607123970985413,
|
| 106 |
+
"lead_2_rmse_time": 0.02667229436337948,
|
| 107 |
+
"lead_3_rmse_time": 0.02864096686244011,
|
| 108 |
+
"lead_4_rmse_time": 0.031297020614147186,
|
| 109 |
+
"lead_5_rmse_time": 0.03446265682578087,
|
| 110 |
+
"lead_6_rmse_time": 0.03800957649946213,
|
| 111 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 112 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 113 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 114 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 115 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 116 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 117 |
+
"ablation": "no_phase",
|
| 118 |
+
"params": 372805,
|
| 119 |
+
"train_seconds": 37.127161741256714,
|
| 120 |
+
"flag_use_time": 1,
|
| 121 |
+
"flag_use_phase": 0,
|
| 122 |
+
"flag_use_port": 1,
|
| 123 |
+
"flag_use_dynamic_folding": 1,
|
| 124 |
+
"flag_use_energy": 1,
|
| 125 |
+
"flag_use_reverse": 1,
|
| 126 |
+
"flag_use_closed_core": 1,
|
| 127 |
+
"flag_use_flux": 1,
|
| 128 |
+
"flag_use_hidden": 1,
|
| 129 |
+
"flag_blackbox_core": 0
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"rmse_space_mean": 0.03260676935315132,
|
| 133 |
+
"rmse_space_last": 0.03916330263018608,
|
| 134 |
+
"rmse_time_mean": 0.03588416054844856,
|
| 135 |
+
"rmse_time_last": 0.04282544553279877,
|
| 136 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 137 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 138 |
+
"mean_energy_drift": 0.0019648936393327618,
|
| 139 |
+
"mean_reverse_error": 0.00013342094883371733,
|
| 140 |
+
"mean_align_error": 0.017839358727398672,
|
| 141 |
+
"mean_fold_dyn_error": NaN,
|
| 142 |
+
"lead_1_rmse_space": 0.028624434024095535,
|
| 143 |
+
"lead_2_rmse_space": 0.028984352946281433,
|
| 144 |
+
"lead_3_rmse_space": 0.030430203303694725,
|
| 145 |
+
"lead_4_rmse_space": 0.03273756429553032,
|
| 146 |
+
"lead_5_rmse_space": 0.035700760781764984,
|
| 147 |
+
"lead_6_rmse_space": 0.03916330263018608,
|
| 148 |
+
"lead_1_rmse_time": 0.0327795036137104,
|
| 149 |
+
"lead_2_rmse_time": 0.031965214759111404,
|
| 150 |
+
"lead_3_rmse_time": 0.033105868846178055,
|
| 151 |
+
"lead_4_rmse_time": 0.035632241517305374,
|
| 152 |
+
"lead_5_rmse_time": 0.038996681571006775,
|
| 153 |
+
"lead_6_rmse_time": 0.04282544553279877,
|
| 154 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 155 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 156 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 157 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 158 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 159 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 160 |
+
"ablation": "no_dynamic_folding",
|
| 161 |
+
"params": 372805,
|
| 162 |
+
"train_seconds": 34.71801495552063,
|
| 163 |
+
"flag_use_time": 1,
|
| 164 |
+
"flag_use_phase": 1,
|
| 165 |
+
"flag_use_port": 1,
|
| 166 |
+
"flag_use_dynamic_folding": 0,
|
| 167 |
+
"flag_use_energy": 1,
|
| 168 |
+
"flag_use_reverse": 1,
|
| 169 |
+
"flag_use_closed_core": 1,
|
| 170 |
+
"flag_use_flux": 1,
|
| 171 |
+
"flag_use_hidden": 1,
|
| 172 |
+
"flag_blackbox_core": 0
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"rmse_space_mean": 0.039172422140836716,
|
| 176 |
+
"rmse_space_last": 0.04468528926372528,
|
| 177 |
+
"rmse_time_mean": 0.04245151951909065,
|
| 178 |
+
"rmse_time_last": 0.04831801727414131,
|
| 179 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 180 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 181 |
+
"mean_energy_drift": 0.0009737355898036377,
|
| 182 |
+
"mean_reverse_error": 0.0001898003569007606,
|
| 183 |
+
"mean_align_error": 0.0182527473784591,
|
| 184 |
+
"mean_fold_dyn_error": 0.000236597912398314,
|
| 185 |
+
"lead_1_rmse_space": 0.035465747117996216,
|
| 186 |
+
"lead_2_rmse_space": 0.03613593429327011,
|
| 187 |
+
"lead_3_rmse_space": 0.03748401999473572,
|
| 188 |
+
"lead_4_rmse_space": 0.039417725056409836,
|
| 189 |
+
"lead_5_rmse_space": 0.04184582829475403,
|
| 190 |
+
"lead_6_rmse_space": 0.04468528926372528,
|
| 191 |
+
"lead_1_rmse_time": 0.038475483655929565,
|
| 192 |
+
"lead_2_rmse_time": 0.039219826459884644,
|
| 193 |
+
"lead_3_rmse_time": 0.04066935181617737,
|
| 194 |
+
"lead_4_rmse_time": 0.042725857347249985,
|
| 195 |
+
"lead_5_rmse_time": 0.045300569385290146,
|
| 196 |
+
"lead_6_rmse_time": 0.04831801727414131,
|
| 197 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 198 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 199 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 200 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 201 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 202 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 203 |
+
"ablation": "no_closed_core",
|
| 204 |
+
"params": 372805,
|
| 205 |
+
"train_seconds": 26.267035961151123,
|
| 206 |
+
"flag_use_time": 1,
|
| 207 |
+
"flag_use_phase": 1,
|
| 208 |
+
"flag_use_port": 1,
|
| 209 |
+
"flag_use_dynamic_folding": 1,
|
| 210 |
+
"flag_use_energy": 1,
|
| 211 |
+
"flag_use_reverse": 1,
|
| 212 |
+
"flag_use_closed_core": 0,
|
| 213 |
+
"flag_use_flux": 1,
|
| 214 |
+
"flag_use_hidden": 1,
|
| 215 |
+
"flag_blackbox_core": 0
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"rmse_space_mean": 0.044421594589948654,
|
| 219 |
+
"rmse_space_last": 0.05002225562930107,
|
| 220 |
+
"rmse_time_mean": 0.0483676977455616,
|
| 221 |
+
"rmse_time_last": 0.055804912000894547,
|
| 222 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 223 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 224 |
+
"mean_energy_drift": 0.0032488010995286075,
|
| 225 |
+
"mean_reverse_error": 0.00019037792088439395,
|
| 226 |
+
"mean_align_error": 0.02284975119523312,
|
| 227 |
+
"mean_fold_dyn_error": 0.00022486015988856946,
|
| 228 |
+
"lead_1_rmse_space": 0.04016941413283348,
|
| 229 |
+
"lead_2_rmse_space": 0.04126651585102081,
|
| 230 |
+
"lead_3_rmse_space": 0.04287036508321762,
|
| 231 |
+
"lead_4_rmse_space": 0.04490114748477936,
|
| 232 |
+
"lead_5_rmse_space": 0.04729985073208809,
|
| 233 |
+
"lead_6_rmse_space": 0.05002225562930107,
|
| 234 |
+
"lead_1_rmse_time": 0.04246700927615166,
|
| 235 |
+
"lead_2_rmse_time": 0.04412078857421875,
|
| 236 |
+
"lead_3_rmse_time": 0.0463784895837307,
|
| 237 |
+
"lead_4_rmse_time": 0.04913461580872536,
|
| 238 |
+
"lead_5_rmse_time": 0.05230036750435829,
|
| 239 |
+
"lead_6_rmse_time": 0.055804912000894547,
|
| 240 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 241 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 242 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 243 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 244 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 245 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 246 |
+
"ablation": "no_flux",
|
| 247 |
+
"params": 372805,
|
| 248 |
+
"train_seconds": 31.763659477233887,
|
| 249 |
+
"flag_use_time": 1,
|
| 250 |
+
"flag_use_phase": 1,
|
| 251 |
+
"flag_use_port": 1,
|
| 252 |
+
"flag_use_dynamic_folding": 1,
|
| 253 |
+
"flag_use_energy": 1,
|
| 254 |
+
"flag_use_reverse": 1,
|
| 255 |
+
"flag_use_closed_core": 1,
|
| 256 |
+
"flag_use_flux": 0,
|
| 257 |
+
"flag_use_hidden": 1,
|
| 258 |
+
"flag_blackbox_core": 0
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"rmse_space_mean": 0.06260284036397934,
|
| 262 |
+
"rmse_space_last": 0.06911708414554596,
|
| 263 |
+
"rmse_time_mean": 0.061765123158693314,
|
| 264 |
+
"rmse_time_last": 0.06870867311954498,
|
| 265 |
+
"rmse_persistence_mean": 0.04168659448623657,
|
| 266 |
+
"rmse_persistence_last": 0.07164821028709412,
|
| 267 |
+
"mean_energy_drift": 0.005951267091165248,
|
| 268 |
+
"mean_reverse_error": 0.0008112790651227298,
|
| 269 |
+
"mean_align_error": 0.023146578355839376,
|
| 270 |
+
"mean_fold_dyn_error": 0.00021389554144422474,
|
| 271 |
+
"lead_1_rmse_space": 0.056570637971162796,
|
| 272 |
+
"lead_2_rmse_space": 0.058757469058036804,
|
| 273 |
+
"lead_3_rmse_space": 0.06114324927330017,
|
| 274 |
+
"lead_4_rmse_space": 0.06368249654769897,
|
| 275 |
+
"lead_5_rmse_space": 0.06634607911109924,
|
| 276 |
+
"lead_6_rmse_space": 0.06911708414554596,
|
| 277 |
+
"lead_1_rmse_time": 0.05518736317753792,
|
| 278 |
+
"lead_2_rmse_time": 0.05764680728316307,
|
| 279 |
+
"lead_3_rmse_time": 0.06025758013129234,
|
| 280 |
+
"lead_4_rmse_time": 0.06298455595970154,
|
| 281 |
+
"lead_5_rmse_time": 0.06580577045679092,
|
| 282 |
+
"lead_6_rmse_time": 0.06870867311954498,
|
| 283 |
+
"lead_1_rmse_persistence": 0.011841909028589725,
|
| 284 |
+
"lead_2_rmse_persistence": 0.023729044944047928,
|
| 285 |
+
"lead_3_rmse_persistence": 0.03565724566578865,
|
| 286 |
+
"lead_4_rmse_persistence": 0.047622453421354294,
|
| 287 |
+
"lead_5_rmse_persistence": 0.05962071195244789,
|
| 288 |
+
"lead_6_rmse_persistence": 0.07164821028709412,
|
| 289 |
+
"ablation": "blackbox_core",
|
| 290 |
+
"params": 372805,
|
| 291 |
+
"train_seconds": 25.66895604133606,
|
| 292 |
+
"flag_use_time": 1,
|
| 293 |
+
"flag_use_phase": 1,
|
| 294 |
+
"flag_use_port": 1,
|
| 295 |
+
"flag_use_dynamic_folding": 1,
|
| 296 |
+
"flag_use_energy": 0,
|
| 297 |
+
"flag_use_reverse": 0,
|
| 298 |
+
"flag_use_closed_core": 0,
|
| 299 |
+
"flag_use_flux": 0,
|
| 300 |
+
"flag_use_hidden": 0,
|
| 301 |
+
"flag_blackbox_core": 1
|
| 302 |
+
}
|
| 303 |
+
]
|
实验1/stic_m_v3_ks1d_experiment1/summary.png
ADDED
|
Git LFS Details
|