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Add 4080 grouped multi-zone states and independent mesh checks
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{
"version": "0.2",
"states": 4080,
"scenes": 680,
"counts": {
"train": 2520,
"validation": 540,
"test": 540,
"zone_ood": 480
},
"zones_id": [
3,
6,
12
],
"zones_ood": [
8
],
"rejected": 0,
"mesh_checks": 34,
"max_mesh_tip_difference_over_L": 4.603976254440725e-05,
"best_epoch": 189,
"metrics": {
"train": {
"intrinsic_shape": {
"centerline_rmse_over_L": 0.03217696650573636,
"tip_mean_over_L": 0.04703082547593874,
"tip_p95_over_L": 0.1389949922209111,
"nonzero_loading_rmse_over_L": 0.035248100774559976
},
"learned_residual": {
"centerline_rmse_over_L": 0.0007707721406115093,
"tip_mean_over_L": 0.0010672698493170232,
"tip_p95_over_L": 0.0032114897744955654,
"nonzero_loading_rmse_over_L": 0.0008432933805167641
}
},
"validation": {
"intrinsic_shape": {
"centerline_rmse_over_L": 0.030841632665898296,
"tip_mean_over_L": 0.04443062956595426,
"tip_p95_over_L": 0.13412200027231663,
"nonzero_loading_rmse_over_L": 0.03378531584280138
},
"learned_residual": {
"centerline_rmse_over_L": 0.002139143213742544,
"tip_mean_over_L": 0.0023906575722607896,
"tip_p95_over_L": 0.00985920275845111,
"nonzero_loading_rmse_over_L": 0.002342985905624226
}
},
"test": {
"intrinsic_shape": {
"centerline_rmse_over_L": 0.03449966638469762,
"tip_mean_over_L": 0.04949992729501256,
"tip_p95_over_L": 0.15202171303892403,
"nonzero_loading_rmse_over_L": 0.037792491010603176
},
"learned_residual": {
"centerline_rmse_over_L": 0.0022550218060435672,
"tip_mean_over_L": 0.0025461652398190942,
"tip_p95_over_L": 0.010101520708292833,
"nonzero_loading_rmse_over_L": 0.002469874665768664
}
},
"zone_ood": {
"intrinsic_shape": {
"centerline_rmse_over_L": 0.03387460541227201,
"tip_mean_over_L": 0.05124979340575448,
"tip_p95_over_L": 0.1401572788163453,
"nonzero_loading_rmse_over_L": 0.03710777102177594
},
"learned_residual": {
"centerline_rmse_over_L": 0.009062882912828973,
"tip_mean_over_L": 0.012180452320820882,
"tip_p95_over_L": 0.040638126307767204,
"nonzero_loading_rmse_over_L": 0.009927801522037316
}
}
},
"seconds": 4.511781215667725,
"mechanics_correction_checks": [
{
"id": "z3_008_5",
"residual": 5.312265384527226e-15,
"tip_error_over_L": 2.5286101803848858e-11
},
{
"id": "z3_051_5",
"residual": 4.446925569975155e-11,
"tip_error_over_L": 2.999757286531255e-08
},
{
"id": "z3_097_5",
"residual": 7.789608621038927e-16,
"tip_error_over_L": 4.949868572479711e-13
},
{
"id": "z3_144_5",
"residual": 1.3740308793209865e-11,
"tip_error_over_L": 2.148295597082969e-08
},
{
"id": "z3_176_5",
"residual": 5.722921340540243e-12,
"tip_error_over_L": 2.746265069278408e-07
},
{
"id": "z6_014_5",
"residual": 6.901285641049137e-17,
"tip_error_over_L": 7.371685286925458e-13
},
{
"id": "z6_044_5",
"residual": 2.206625380615194e-11,
"tip_error_over_L": 1.0975236022566359e-06
},
{
"id": "z6_077_5",
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"tip_error_over_L": 8.451519429810074e-07
},
{
"id": "z6_138_5",
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"tip_error_over_L": 3.519878195556559e-08
},
{
"id": "z6_156_5",
"residual": 3.385439432791542e-11,
"tip_error_over_L": 1.3208994208734372e-07
},
{
"id": "z12_002_5",
"residual": 4.696980651641702e-15,
"tip_error_over_L": 5.641037807459418e-07
},
{
"id": "z12_037_5",
"residual": 2.122790464208461e-12,
"tip_error_over_L": 1.8782719327230075e-09
},
{
"id": "z12_083_5",
"residual": 6.979108458062555e-11,
"tip_error_over_L": 4.442049511326813e-06
},
{
"id": "z12_111_5",
"residual": 7.040594326440894e-17,
"tip_error_over_L": 5.582728434790076e-10
},
{
"id": "z12_172_5",
"residual": 2.369698582393759e-12,
"tip_error_over_L": 2.2341706552832602e-07
}
]
}