Upload folder using huggingface_hub
Browse files- mgn-eb39994/SHA256SUMS +3 -0
- mgn-eb39994/config.json +40 -0
- mgn-eb39994/metrics-test.json +2125 -0
- mgn-eb39994/model-best-1750000.pt +3 -0
mgn-eb39994/SHA256SUMS
ADDED
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3f9572c979ec4a20e07fd574d73b2f721303606c8df88a2c5ef771f4f53827c4 ./config.json
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1d9d75e05173e713fcd226124d226e8fa8bab9a9360138d0598ac01c13fa2210 ./metrics-test.json
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5309491a0595e90678eed3bf0a8063e76754d6f52a94228c7c58fb1bc700bbf7 ./model-best-1750000.pt
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mgn-eb39994/config.json
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{
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"run": {
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"benchmark": "deforming_plate",
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"seed": 1,
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"commit": "eb39994"
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},
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"model": {
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"family": "mgn",
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"input_frames": 2,
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"dim": 3,
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"hidden_dim": 128,
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"message_passing_steps": 15,
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"nmlp_layers": 2,
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"node_type_size": 9,
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"world_edge_radius": 30.0,
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"noise_std": 3.0,
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"normalizer_warmup_steps": 1000,
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"history_frames": 0,
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"mesh_edge_max_stretch": 0.0
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},
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"train": {
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"batch_size": 2,
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"lr_init": 0.0001,
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"lr_decay": 0.1,
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"lr_decay_steps": 800000,
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"training_steps": 2000000,
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"val_every": 50000,
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"w_pos": 1.0,
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"w_aux": 1.0,
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"aux_tail_weight": 0.0,
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"train_frames": 0
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},
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"protocol": {
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"input_frames": 2,
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"horizon": "full",
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"eval_times": "native",
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"standard": true
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},
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"n_particle_types": 9
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}
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mgn-eb39994/metrics-test.json
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|
| 1 |
+
{
|
| 2 |
+
"split": "test",
|
| 3 |
+
"checkpoint": "model-best-1750000.pt",
|
| 4 |
+
"checkpoint_path": "model-best-1750000.pt",
|
| 5 |
+
"input_frames": 2,
|
| 6 |
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|
| 7 |
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|
| 8 |
+
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|
| 9 |
+
"aux_unit": "MPa",
|
| 10 |
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"cases": {
|
| 11 |
+
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|
| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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| 21 |
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| 22 |
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| 23 |
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|
| 24 |
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|
| 25 |
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| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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| 30 |
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|
| 31 |
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| 32 |
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|
| 33 |
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|
| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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"test_0002": {
|
| 54 |
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|
| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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| 76 |
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| 80 |
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| 81 |
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| 82 |
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| 84 |
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| 85 |
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| 87 |
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| 88 |
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| 89 |
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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| 102 |
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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| 118 |
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| 125 |
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| 126 |
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| 127 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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|
| 136 |
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|
| 137 |
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"test_0006": {
|
| 138 |
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|
| 139 |
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| 148 |
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| 1982 |
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|
| 1983 |
+
}
|
| 1984 |
+
},
|
| 1985 |
+
"test_0094": {
|
| 1986 |
+
"one_step_position_rmse": 1.118584924716899,
|
| 1987 |
+
"one_step_aux_rmse": 0.0124117338106808,
|
| 1988 |
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"rollout_position_rmse": 82.1670864796598,
|
| 1989 |
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"rollout_aux_rmse": 0.02708340757928577,
|
| 1990 |
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"rollout_rel_l2_displacement": 0.8663162756359656,
|
| 1991 |
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"rollout_rel_l2_aux": 0.47076587076928444,
|
| 1992 |
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"rollout_position_rmse_full": 82.1670864796598,
|
| 1993 |
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"qoi_pred": {
|
| 1994 |
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"peak_vm_stress": 0.3821399211883545,
|
| 1995 |
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"terminal_peak_deflection": 109.54007720947266
|
| 1996 |
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},
|
| 1997 |
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|
| 1998 |
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"peak_vm_stress": 0.3302493095397949,
|
| 1999 |
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"terminal_peak_deflection": 0.9089102149009705
|
| 2000 |
+
},
|
| 2001 |
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"qoi_error": {
|
| 2002 |
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"peak_vm_stress": 0.05189061164855957,
|
| 2003 |
+
"terminal_peak_deflection": 108.63116699457169
|
| 2004 |
+
}
|
| 2005 |
+
},
|
| 2006 |
+
"test_0095": {
|
| 2007 |
+
"one_step_position_rmse": 0.18126365513907358,
|
| 2008 |
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"one_step_aux_rmse": 0.007652253890193092,
|
| 2009 |
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"rollout_position_rmse": 0.7485047009429111,
|
| 2010 |
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"rollout_aux_rmse": 0.008890399270380048,
|
| 2011 |
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"rollout_rel_l2_displacement": 0.22656165635433417,
|
| 2012 |
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"rollout_rel_l2_aux": 0.302459784070534,
|
| 2013 |
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"rollout_position_rmse_full": 0.7485047009429111,
|
| 2014 |
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"qoi_pred": {
|
| 2015 |
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"peak_vm_stress": 0.11740310490131378,
|
| 2016 |
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"terminal_peak_deflection": 7.315214157104492
|
| 2017 |
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},
|
| 2018 |
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|
| 2019 |
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"peak_vm_stress": 0.10350324958562851,
|
| 2020 |
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"terminal_peak_deflection": 1.0115566162482992e-09
|
| 2021 |
+
},
|
| 2022 |
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"qoi_error": {
|
| 2023 |
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"peak_vm_stress": 0.013899855315685272,
|
| 2024 |
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"terminal_peak_deflection": 7.315214156092935
|
| 2025 |
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}
|
| 2026 |
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},
|
| 2027 |
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|
| 2028 |
+
"one_step_position_rmse": 0.2884892676204944,
|
| 2029 |
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"one_step_aux_rmse": 0.007026770793681331,
|
| 2030 |
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"rollout_position_rmse": 6.800384236560535,
|
| 2031 |
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|
| 2032 |
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|
| 2033 |
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|
| 2034 |
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|
| 2035 |
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|
| 2036 |
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|
| 2037 |
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|
| 2038 |
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|
| 2039 |
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|
| 2040 |
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|
| 2041 |
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|
| 2042 |
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|
| 2043 |
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|
| 2044 |
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"peak_vm_stress": -0.005699515342712402,
|
| 2045 |
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|
| 2046 |
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|
| 2047 |
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|
| 2048 |
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|
| 2049 |
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|
| 2050 |
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|
| 2051 |
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|
| 2052 |
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| 2053 |
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| 2054 |
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|
| 2055 |
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|
| 2056 |
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|
| 2057 |
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|
| 2058 |
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| 2059 |
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|
| 2060 |
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|
| 2061 |
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|
| 2062 |
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|
| 2063 |
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|
| 2064 |
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|
| 2065 |
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|
| 2066 |
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|
| 2067 |
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|
| 2068 |
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|
| 2069 |
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|
| 2070 |
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|
| 2071 |
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|
| 2072 |
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| 2073 |
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|
| 2074 |
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| 2075 |
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| 2076 |
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| 2077 |
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| 2078 |
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|
| 2079 |
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|
| 2080 |
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|
| 2081 |
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|
| 2082 |
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|
| 2083 |
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| 2084 |
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|
| 2085 |
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|
| 2086 |
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|
| 2087 |
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|
| 2088 |
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|
| 2089 |
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|
| 2090 |
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|
| 2091 |
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|
| 2092 |
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| 2093 |
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| 2094 |
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| 2095 |
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| 2096 |
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| 2097 |
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| 2098 |
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| 2099 |
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|
| 2100 |
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|
| 2101 |
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|
| 2102 |
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|
| 2103 |
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|
| 2104 |
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|
| 2105 |
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|
| 2106 |
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|
| 2107 |
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|
| 2108 |
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|
| 2109 |
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|
| 2110 |
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|
| 2111 |
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|
| 2112 |
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|
| 2113 |
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|
| 2114 |
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|
| 2115 |
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| 2116 |
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| 2117 |
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| 2118 |
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| 2119 |
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|
| 2120 |
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|
| 2121 |
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| 2122 |
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| 2123 |
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|
| 2124 |
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}
|
| 2125 |
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}
|
mgn-eb39994/model-best-1750000.pt
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:5309491a0595e90678eed3bf0a8063e76754d6f52a94228c7c58fb1bc700bbf7
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| 3 |
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size 15558279
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