Upload full no-Isaac HandX pretrained handx_ar_full_noisaac_train_sharpa_rh.json
Browse files
handx_ar_full_noisaac_train_sharpa_rh.json
ADDED
|
@@ -0,0 +1,842 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"checkpoint": "/public/home/winniechen/maniptrans/runs/handx_seq/handx_ar_full_noisaac_train_sharpa_rh.pth",
|
| 3 |
+
"dataset": "/public/home/winniechen/maniptrans/data/handx_bc/handx_train_noisaac_sharpa_rh_full_npy",
|
| 4 |
+
"model_type": "ar",
|
| 5 |
+
"best_epoch": 30,
|
| 6 |
+
"best_score": 0.018968726523154605,
|
| 7 |
+
"selection_metric": "val_action_mse",
|
| 8 |
+
"obs_dims": {
|
| 9 |
+
"proprioception": 79,
|
| 10 |
+
"privileged": 22,
|
| 11 |
+
"target": 184,
|
| 12 |
+
"last_action": 28
|
| 13 |
+
},
|
| 14 |
+
"obs_dim": 313,
|
| 15 |
+
"action_dim": 28,
|
| 16 |
+
"normalization": {
|
| 17 |
+
"normalize": true,
|
| 18 |
+
"obs_mean": [
|
| 19 |
+
0.018092194572091103,
|
| 20 |
+
-0.05568516626954079,
|
| 21 |
+
0.05836240202188492,
|
| 22 |
+
0.01487103570252657,
|
| 23 |
+
0.0026746238581836224,
|
| 24 |
+
-0.055272333323955536,
|
| 25 |
+
-0.032070260494947433,
|
| 26 |
+
0.011316968128085136,
|
| 27 |
+
0.05845535174012184,
|
| 28 |
+
-0.010573211126029491,
|
| 29 |
+
-0.00857476331293583,
|
| 30 |
+
0.09486643224954605,
|
| 31 |
+
0.013381476514041424,
|
| 32 |
+
0.011726613156497478,
|
| 33 |
+
-0.006689073983579874,
|
| 34 |
+
0.004762959200888872,
|
| 35 |
+
0.005802903324365616,
|
| 36 |
+
0.09146900475025177,
|
| 37 |
+
-0.02101769857108593,
|
| 38 |
+
0.07709231972694397,
|
| 39 |
+
0.003249633125960827,
|
| 40 |
+
-0.035161055624485016,
|
| 41 |
+
0.9997209310531616,
|
| 42 |
+
0.9998656511306763,
|
| 43 |
+
0.9993140697479248,
|
| 44 |
+
0.9998989701271057,
|
| 45 |
+
0.9999399781227112,
|
| 46 |
+
0.9994046688079834,
|
| 47 |
+
0.9999945759773254,
|
| 48 |
+
0.9999834895133972,
|
| 49 |
+
0.9995245337486267,
|
| 50 |
+
0.9996447563171387,
|
| 51 |
+
0.9999212026596069,
|
| 52 |
+
0.9979984760284424,
|
| 53 |
+
0.999880850315094,
|
| 54 |
+
0.9999111890792847,
|
| 55 |
+
0.9995316863059998,
|
| 56 |
+
0.9999971985816956,
|
| 57 |
+
0.9999905824661255,
|
| 58 |
+
0.9992718696594238,
|
| 59 |
+
0.999625027179718,
|
| 60 |
+
0.9998219609260559,
|
| 61 |
+
0.9993084669113159,
|
| 62 |
+
0.9998748898506165,
|
| 63 |
+
0.01807270012795925,
|
| 64 |
+
-0.055634722113609314,
|
| 65 |
+
0.05808011442422867,
|
| 66 |
+
0.014859981834888458,
|
| 67 |
+
0.0026802862994372845,
|
| 68 |
+
-0.05510958656668663,
|
| 69 |
+
-0.03206249326467514,
|
| 70 |
+
0.011316259391605854,
|
| 71 |
+
0.05818285793066025,
|
| 72 |
+
-0.010536239482462406,
|
| 73 |
+
-0.008577610366046429,
|
| 74 |
+
0.09407194703817368,
|
| 75 |
+
0.0133777791634202,
|
| 76 |
+
0.011721414513885975,
|
| 77 |
+
-0.006695732939988375,
|
| 78 |
+
0.004762596916407347,
|
| 79 |
+
0.005800864193588495,
|
| 80 |
+
0.09104491025209427,
|
| 81 |
+
-0.020919784903526306,
|
| 82 |
+
0.07695765793323517,
|
| 83 |
+
0.00322231138125062,
|
| 84 |
+
-0.035075005143880844,
|
| 85 |
+
0.0,
|
| 86 |
+
0.0,
|
| 87 |
+
0.0,
|
| 88 |
+
0.2052307426929474,
|
| 89 |
+
-0.06893237680196762,
|
| 90 |
+
-0.5233494639396667,
|
| 91 |
+
0.6147767305374146,
|
| 92 |
+
-0.0025792436208575964,
|
| 93 |
+
0.0017219001892954111,
|
| 94 |
+
0.0026670973747968674,
|
| 95 |
+
-0.01291162334382534,
|
| 96 |
+
0.04851152002811432,
|
| 97 |
+
-0.07035529613494873,
|
| 98 |
+
0.005814462900161743,
|
| 99 |
+
0.007872182875871658,
|
| 100 |
+
0.0470045804977417,
|
| 101 |
+
-0.0048326002433896065,
|
| 102 |
+
-0.0034309602342545986,
|
| 103 |
+
-0.0363788940012455,
|
| 104 |
+
-0.007097230292856693,
|
| 105 |
+
-0.0014841342344880104,
|
| 106 |
+
0.01608724147081375,
|
| 107 |
+
-0.001607575686648488,
|
| 108 |
+
-0.001249483204446733,
|
| 109 |
+
0.0380384661257267,
|
| 110 |
+
0.009040920063853264,
|
| 111 |
+
-0.007216200232505798,
|
| 112 |
+
-0.04189468175172806,
|
| 113 |
+
-0.0029453469906002283,
|
| 114 |
+
-0.0007980248192325234,
|
| 115 |
+
0.018694832921028137,
|
| 116 |
+
0.009228980168700218,
|
| 117 |
+
-0.01514125894755125,
|
| 118 |
+
0.01175983902066946,
|
| 119 |
+
-0.00423299940302968,
|
| 120 |
+
-8.340574277099222e-05,
|
| 121 |
+
5.531361966859549e-05,
|
| 122 |
+
8.360489300685003e-05,
|
| 123 |
+
0.20511235296726227,
|
| 124 |
+
-0.06835058331489563,
|
| 125 |
+
-0.5239721536636353,
|
| 126 |
+
0.614061713218689,
|
| 127 |
+
-0.0003660902730189264,
|
| 128 |
+
-0.0006130342371761799,
|
| 129 |
+
0.0005835535703226924,
|
| 130 |
+
0.9998206496238708,
|
| 131 |
+
-9.592773130862042e-05,
|
| 132 |
+
5.346930993255228e-05,
|
| 133 |
+
0.00011100066330982372,
|
| 134 |
+
-9.592773130862042e-05,
|
| 135 |
+
5.346930993255228e-05,
|
| 136 |
+
0.00011100066330982372,
|
| 137 |
+
-0.00010081223445013165,
|
| 138 |
+
5.717550448025577e-05,
|
| 139 |
+
0.00012024988245684654,
|
| 140 |
+
-0.00010267062316415831,
|
| 141 |
+
5.8893794630421326e-05,
|
| 142 |
+
0.0001208148751175031,
|
| 143 |
+
-0.00010326919436920434,
|
| 144 |
+
5.872590918443166e-05,
|
| 145 |
+
0.00012051110388711095,
|
| 146 |
+
-9.395205415785313e-05,
|
| 147 |
+
5.945911107119173e-05,
|
| 148 |
+
0.00011006197746610269,
|
| 149 |
+
-9.395205415785313e-05,
|
| 150 |
+
5.945911107119173e-05,
|
| 151 |
+
0.00011006197746610269,
|
| 152 |
+
-9.920325828716159e-05,
|
| 153 |
+
6.453865353250876e-05,
|
| 154 |
+
0.00011607856140471995,
|
| 155 |
+
-0.00010125809058081359,
|
| 156 |
+
6.649698480032384e-05,
|
| 157 |
+
0.00011198312131455168,
|
| 158 |
+
-0.00010365883645135909,
|
| 159 |
+
6.659125938313082e-05,
|
| 160 |
+
0.00010778014257084578,
|
| 161 |
+
-8.93524702405557e-05,
|
| 162 |
+
7.184266723925248e-05,
|
| 163 |
+
0.00010371326061431319,
|
| 164 |
+
-8.93524702405557e-05,
|
| 165 |
+
7.184266723925248e-05,
|
| 166 |
+
0.00010371326061431319,
|
| 167 |
+
-8.93524702405557e-05,
|
| 168 |
+
7.184266723925248e-05,
|
| 169 |
+
0.00010371326061431319,
|
| 170 |
+
-9.298851364292204e-05,
|
| 171 |
+
7.490273856092244e-05,
|
| 172 |
+
0.00010623198613757268,
|
| 173 |
+
-9.520089224679396e-05,
|
| 174 |
+
7.450948760379106e-05,
|
| 175 |
+
0.00010347234638174996,
|
| 176 |
+
-9.758603118825704e-05,
|
| 177 |
+
7.183935667853802e-05,
|
| 178 |
+
0.00010181489051319659,
|
| 179 |
+
-9.166743257082999e-05,
|
| 180 |
+
6.570699770236388e-05,
|
| 181 |
+
0.00010736137483036146,
|
| 182 |
+
-9.166743257082999e-05,
|
| 183 |
+
6.570699770236388e-05,
|
| 184 |
+
0.00010736137483036146,
|
| 185 |
+
-9.568018140271306e-05,
|
| 186 |
+
7.08031584508717e-05,
|
| 187 |
+
0.00011150837235618383,
|
| 188 |
+
-9.778841922525316e-05,
|
| 189 |
+
6.975026190048084e-05,
|
| 190 |
+
0.00010817559814313427,
|
| 191 |
+
-0.00010030870180344209,
|
| 192 |
+
6.735571514582261e-05,
|
| 193 |
+
0.00010524957906454802,
|
| 194 |
+
-8.72360251378268e-05,
|
| 195 |
+
5.237148070591502e-05,
|
| 196 |
+
8.845228148857132e-05,
|
| 197 |
+
-8.72360251378268e-05,
|
| 198 |
+
5.237148070591502e-05,
|
| 199 |
+
8.845228148857132e-05,
|
| 200 |
+
-9.401499119121581e-05,
|
| 201 |
+
5.36319384991657e-05,
|
| 202 |
+
9.682259405963123e-05,
|
| 203 |
+
-9.993127605412155e-05,
|
| 204 |
+
5.829853762406856e-05,
|
| 205 |
+
0.00010432683484395966,
|
| 206 |
+
-9.993127605412155e-05,
|
| 207 |
+
5.829853762406856e-05,
|
| 208 |
+
0.00010432683484395966,
|
| 209 |
+
-0.00010500813368707895,
|
| 210 |
+
5.907338345423341e-05,
|
| 211 |
+
0.0001095239567803219,
|
| 212 |
+
-0.0007404570351354778,
|
| 213 |
+
0.0005908043822273612,
|
| 214 |
+
0.0003850017092190683,
|
| 215 |
+
0.20671972632408142,
|
| 216 |
+
-0.06834480911493301,
|
| 217 |
+
-0.5240442156791687,
|
| 218 |
+
0.6119783520698547,
|
| 219 |
+
-0.001245169434696436,
|
| 220 |
+
5.264054561848752e-05,
|
| 221 |
+
0.0008008238510228693,
|
| 222 |
+
0.977496325969696,
|
| 223 |
+
-0.0008447711006738245,
|
| 224 |
+
0.0005006425199098885,
|
| 225 |
+
0.0005088213365525007,
|
| 226 |
+
-0.0008447711006738245,
|
| 227 |
+
0.0005006425199098885,
|
| 228 |
+
0.0005088213365525007,
|
| 229 |
+
-0.0008851609309203923,
|
| 230 |
+
0.00047265252214856446,
|
| 231 |
+
0.0005315227899700403,
|
| 232 |
+
-0.0008699466125108302,
|
| 233 |
+
0.00045013942872174084,
|
| 234 |
+
0.000524912669789046,
|
| 235 |
+
-0.0008449667366221547,
|
| 236 |
+
0.00043613178422674537,
|
| 237 |
+
0.0005295807495713234,
|
| 238 |
+
-0.0008236091234721243,
|
| 239 |
+
0.0005336866015568376,
|
| 240 |
+
0.0005408410215750337,
|
| 241 |
+
-0.0008236091234721243,
|
| 242 |
+
0.0005336866015568376,
|
| 243 |
+
0.0005408410215750337,
|
| 244 |
+
-0.0008558622794225812,
|
| 245 |
+
0.0005124668241478503,
|
| 246 |
+
0.0005526484455913305,
|
| 247 |
+
-0.0008292099228128791,
|
| 248 |
+
0.0004978829529136419,
|
| 249 |
+
0.0005239367601461709,
|
| 250 |
+
-0.0008110394701361656,
|
| 251 |
+
0.0005009843735024333,
|
| 252 |
+
0.0005017149378545582,
|
| 253 |
+
-0.0007547007407993078,
|
| 254 |
+
0.0006298082880675793,
|
| 255 |
+
0.0005528404144570231,
|
| 256 |
+
-0.0007547007407993078,
|
| 257 |
+
0.0006298082880675793,
|
| 258 |
+
0.0005528404144570231,
|
| 259 |
+
-0.0007547007407993078,
|
| 260 |
+
0.0006298082880675793,
|
| 261 |
+
0.0005528404144570231,
|
| 262 |
+
-0.0007704832823947072,
|
| 263 |
+
0.000625821587163955,
|
| 264 |
+
0.0005630158120766282,
|
| 265 |
+
-0.0007578650838695467,
|
| 266 |
+
0.0006162133067846298,
|
| 267 |
+
0.0005443513509817421,
|
| 268 |
+
-0.0007496211328543723,
|
| 269 |
+
0.0006029283977113664,
|
| 270 |
+
0.0005282795173116028,
|
| 271 |
+
-0.0007892709691077471,
|
| 272 |
+
0.0005774182500317693,
|
| 273 |
+
0.0005523838335648179,
|
| 274 |
+
-0.0007892709691077471,
|
| 275 |
+
0.0005774182500317693,
|
| 276 |
+
0.0005523838335648179,
|
| 277 |
+
-0.0008081383421085775,
|
| 278 |
+
0.0005699019529856741,
|
| 279 |
+
0.0005646561039611697,
|
| 280 |
+
-0.0007854739087633789,
|
| 281 |
+
0.0005506172892637551,
|
| 282 |
+
0.0005405126721598208,
|
| 283 |
+
-0.0007692488143220544,
|
| 284 |
+
0.0005385447875596583,
|
| 285 |
+
0.0005232201656326652,
|
| 286 |
+
-0.0007655550143681467,
|
| 287 |
+
0.0005585324834100902,
|
| 288 |
+
0.00037605524994432926,
|
| 289 |
+
-0.0007655550143681467,
|
| 290 |
+
0.0005585324834100902,
|
| 291 |
+
0.00037605524994432926,
|
| 292 |
+
-0.0007928784471005201,
|
| 293 |
+
0.0005425082053989172,
|
| 294 |
+
0.0003584974037948996,
|
| 295 |
+
-0.0008054482168518007,
|
| 296 |
+
0.0005494471406564116,
|
| 297 |
+
0.0003659266803879291,
|
| 298 |
+
-0.0008054482168518007,
|
| 299 |
+
0.0005494471406564116,
|
| 300 |
+
0.0003659266803879291,
|
| 301 |
+
-0.0008238237933255732,
|
| 302 |
+
0.0005370305152609944,
|
| 303 |
+
0.00036584396730177104,
|
| 304 |
+
-8.305005758302286e-05,
|
| 305 |
+
5.1178474677726626e-05,
|
| 306 |
+
6.560614565387368e-05,
|
| 307 |
+
0.005879071541130543,
|
| 308 |
+
-0.006621763575822115,
|
| 309 |
+
0.01490745972841978,
|
| 310 |
+
0.01795128732919693,
|
| 311 |
+
-0.05453653633594513,
|
| 312 |
+
0.05851481854915619,
|
| 313 |
+
0.014492928050458431,
|
| 314 |
+
0.002551059238612652,
|
| 315 |
+
-0.05525077134370804,
|
| 316 |
+
-0.03168801963329315,
|
| 317 |
+
0.011125295422971249,
|
| 318 |
+
0.05789147689938545,
|
| 319 |
+
-0.010413111187517643,
|
| 320 |
+
-0.008450559340417385,
|
| 321 |
+
0.09418540447950363,
|
| 322 |
+
0.013363282196223736,
|
| 323 |
+
0.011360936798155308,
|
| 324 |
+
-0.007613547146320343,
|
| 325 |
+
0.00461347121745348,
|
| 326 |
+
0.005701179150491953,
|
| 327 |
+
0.09039471298456192,
|
| 328 |
+
-0.02040952444076538,
|
| 329 |
+
0.0754060372710228,
|
| 330 |
+
0.0034729130566120148,
|
| 331 |
+
-0.03467265143990517
|
| 332 |
+
],
|
| 333 |
+
"obs_std": [
|
| 334 |
+
0.030813325196504593,
|
| 335 |
+
0.04053139686584473,
|
| 336 |
+
0.09142417460680008,
|
| 337 |
+
0.023706309497356415,
|
| 338 |
+
0.019421976059675217,
|
| 339 |
+
0.09121967852115631,
|
| 340 |
+
0.01503134798258543,
|
| 341 |
+
0.02066931687295437,
|
| 342 |
+
0.07881955802440643,
|
| 343 |
+
0.04146595671772957,
|
| 344 |
+
0.03622627258300781,
|
| 345 |
+
0.1169438362121582,
|
| 346 |
+
0.02285485900938511,
|
| 347 |
+
0.02061418816447258,
|
| 348 |
+
0.09745892882347107,
|
| 349 |
+
0.009077257476747036,
|
| 350 |
+
0.021298279985785484,
|
| 351 |
+
0.07838145643472672,
|
| 352 |
+
0.07763777673244476,
|
| 353 |
+
0.0402514673769474,
|
| 354 |
+
0.1030573919415474,
|
| 355 |
+
0.06298918277025223,
|
| 356 |
+
0.00899211410433054,
|
| 357 |
+
0.006160120479762554,
|
| 358 |
+
0.011476574465632439,
|
| 359 |
+
0.004618702922016382,
|
| 360 |
+
0.0038888375274837017,
|
| 361 |
+
0.00950534362345934,
|
| 362 |
+
0.0011358318151906133,
|
| 363 |
+
0.0018335127970203757,
|
| 364 |
+
0.009444545954465866,
|
| 365 |
+
0.010351574048399925,
|
| 366 |
+
0.00477443216368556,
|
| 367 |
+
0.01992468722164631,
|
| 368 |
+
0.005271815229207277,
|
| 369 |
+
0.004790422506630421,
|
| 370 |
+
0.008658749051392078,
|
| 371 |
+
0.0007576540228910744,
|
| 372 |
+
0.0013720339629799128,
|
| 373 |
+
0.011088368482887745,
|
| 374 |
+
0.009574651718139648,
|
| 375 |
+
0.0058404747396707535,
|
| 376 |
+
0.011260084807872772,
|
| 377 |
+
0.004632072057574987,
|
| 378 |
+
0.029003333300352097,
|
| 379 |
+
0.03994578495621681,
|
| 380 |
+
0.09056899696588516,
|
| 381 |
+
0.023098431527614594,
|
| 382 |
+
0.018888326361775398,
|
| 383 |
+
0.09060975909233093,
|
| 384 |
+
0.014989431947469711,
|
| 385 |
+
0.02056020498275757,
|
| 386 |
+
0.0782233476638794,
|
| 387 |
+
0.03967795521020889,
|
| 388 |
+
0.03579146787524223,
|
| 389 |
+
0.11504271626472473,
|
| 390 |
+
0.022025153040885925,
|
| 391 |
+
0.01985194906592369,
|
| 392 |
+
0.09690962731838226,
|
| 393 |
+
0.009034940972924232,
|
| 394 |
+
0.02123918943107128,
|
| 395 |
+
0.07773742824792862,
|
| 396 |
+
0.07683349400758743,
|
| 397 |
+
0.039915937930345535,
|
| 398 |
+
0.10217735171318054,
|
| 399 |
+
0.06280238181352615,
|
| 400 |
+
1.0,
|
| 401 |
+
1.0,
|
| 402 |
+
1.0,
|
| 403 |
+
0.32556504011154175,
|
| 404 |
+
0.24923032522201538,
|
| 405 |
+
0.29336968064308167,
|
| 406 |
+
0.2150592803955078,
|
| 407 |
+
0.12798312306404114,
|
| 408 |
+
0.12535324692726135,
|
| 409 |
+
0.15477758646011353,
|
| 410 |
+
2.0429184436798096,
|
| 411 |
+
1.5120066404342651,
|
| 412 |
+
1.4559279680252075,
|
| 413 |
+
0.29513782262802124,
|
| 414 |
+
0.27004221081733704,
|
| 415 |
+
0.5830665826797485,
|
| 416 |
+
0.31252893805503845,
|
| 417 |
+
0.2670588791370392,
|
| 418 |
+
0.6078541278839111,
|
| 419 |
+
0.18333522975444794,
|
| 420 |
+
0.29066047072410583,
|
| 421 |
+
0.5873817205429077,
|
| 422 |
+
0.3352852761745453,
|
| 423 |
+
0.30481192469596863,
|
| 424 |
+
0.7118797302246094,
|
| 425 |
+
0.303655743598938,
|
| 426 |
+
0.2943814694881439,
|
| 427 |
+
0.6735438704490662,
|
| 428 |
+
0.14164181053638458,
|
| 429 |
+
0.25643712282180786,
|
| 430 |
+
0.6031027436256409,
|
| 431 |
+
0.5112073421478271,
|
| 432 |
+
0.3249630033969879,
|
| 433 |
+
0.7050235271453857,
|
| 434 |
+
0.4735153019428253,
|
| 435 |
+
0.004635247401893139,
|
| 436 |
+
0.004597437102347612,
|
| 437 |
+
0.0055770487524569035,
|
| 438 |
+
0.32555562257766724,
|
| 439 |
+
0.24894005060195923,
|
| 440 |
+
0.29363641142845154,
|
| 441 |
+
0.21583980321884155,
|
| 442 |
+
0.026718325912952423,
|
| 443 |
+
0.030553719028830528,
|
| 444 |
+
0.024287447333335876,
|
| 445 |
+
0.006832153536379337,
|
| 446 |
+
0.005347801838070154,
|
| 447 |
+
0.0050116609781980515,
|
| 448 |
+
0.006392116192728281,
|
| 449 |
+
0.005347801838070154,
|
| 450 |
+
0.0050116609781980515,
|
| 451 |
+
0.006392116192728281,
|
| 452 |
+
0.0059935045428574085,
|
| 453 |
+
0.0054563479498028755,
|
| 454 |
+
0.00712978420779109,
|
| 455 |
+
0.006341671105474234,
|
| 456 |
+
0.006028180476278067,
|
| 457 |
+
0.00748469540849328,
|
| 458 |
+
0.006677558179944754,
|
| 459 |
+
0.006719362456351519,
|
| 460 |
+
0.0077828639186918736,
|
| 461 |
+
0.005313564091920853,
|
| 462 |
+
0.0049436818808317184,
|
| 463 |
+
0.006339022424072027,
|
| 464 |
+
0.005313564091920853,
|
| 465 |
+
0.0049436818808317184,
|
| 466 |
+
0.006339022424072027,
|
| 467 |
+
0.006217811722308397,
|
| 468 |
+
0.005630506668239832,
|
| 469 |
+
0.007161748129874468,
|
| 470 |
+
0.006635959260165691,
|
| 471 |
+
0.00663326121866703,
|
| 472 |
+
0.0074938819743692875,
|
| 473 |
+
0.007031204644590616,
|
| 474 |
+
0.007497317623347044,
|
| 475 |
+
0.007866757921874523,
|
| 476 |
+
0.005522410850971937,
|
| 477 |
+
0.0050649382174015045,
|
| 478 |
+
0.006308756303042173,
|
| 479 |
+
0.005522410850971937,
|
| 480 |
+
0.0050649382174015045,
|
| 481 |
+
0.006308756303042173,
|
| 482 |
+
0.005522410850971937,
|
| 483 |
+
0.0050649382174015045,
|
| 484 |
+
0.006308756303042173,
|
| 485 |
+
0.0061997235752642155,
|
| 486 |
+
0.005701056681573391,
|
| 487 |
+
0.0068205734714865685,
|
| 488 |
+
0.006480735260993242,
|
| 489 |
+
0.006421341560781002,
|
| 490 |
+
0.007092789746820927,
|
| 491 |
+
0.0067795757204294205,
|
| 492 |
+
0.007104263175278902,
|
| 493 |
+
0.007510026451200247,
|
| 494 |
+
0.005354846362024546,
|
| 495 |
+
0.0049499645829200745,
|
| 496 |
+
0.006305229850113392,
|
| 497 |
+
0.005354846362024546,
|
| 498 |
+
0.0049499645829200745,
|
| 499 |
+
0.006305229850113392,
|
| 500 |
+
0.006252536550164223,
|
| 501 |
+
0.00575539655983448,
|
| 502 |
+
0.007043594028800726,
|
| 503 |
+
0.0065659331157803535,
|
| 504 |
+
0.006700454745441675,
|
| 505 |
+
0.0073018791154026985,
|
| 506 |
+
0.0071061537601053715,
|
| 507 |
+
0.007731483317911625,
|
| 508 |
+
0.007825521752238274,
|
| 509 |
+
0.00472228042781353,
|
| 510 |
+
0.00462646409869194,
|
| 511 |
+
0.005754194688051939,
|
| 512 |
+
0.00472228042781353,
|
| 513 |
+
0.00462646409869194,
|
| 514 |
+
0.005754194688051939,
|
| 515 |
+
0.005102111492305994,
|
| 516 |
+
0.0049016447737813,
|
| 517 |
+
0.006387284956872463,
|
| 518 |
+
0.005513243842869997,
|
| 519 |
+
0.005211784038692713,
|
| 520 |
+
0.006937888916581869,
|
| 521 |
+
0.005513243842869997,
|
| 522 |
+
0.005211784038692713,
|
| 523 |
+
0.006937888916581869,
|
| 524 |
+
0.005895244423300028,
|
| 525 |
+
0.00552696269005537,
|
| 526 |
+
0.007374264765530825,
|
| 527 |
+
0.04263555631041527,
|
| 528 |
+
0.04011255502700806,
|
| 529 |
+
0.04267475754022598,
|
| 530 |
+
0.32572317123413086,
|
| 531 |
+
0.24849627912044525,
|
| 532 |
+
0.293602854013443,
|
| 533 |
+
0.22028914093971252,
|
| 534 |
+
0.13953417539596558,
|
| 535 |
+
0.16458941996097565,
|
| 536 |
+
0.1250636875629425,
|
| 537 |
+
0.07406116276979446,
|
| 538 |
+
0.048114560544490814,
|
| 539 |
+
0.04187525063753128,
|
| 540 |
+
0.048927951604127884,
|
| 541 |
+
0.048114560544490814,
|
| 542 |
+
0.04187525063753128,
|
| 543 |
+
0.048927951604127884,
|
| 544 |
+
0.05104944109916687,
|
| 545 |
+
0.043014202266931534,
|
| 546 |
+
0.05302014574408531,
|
| 547 |
+
0.05183108150959015,
|
| 548 |
+
0.0440201498568058,
|
| 549 |
+
0.05460484325885773,
|
| 550 |
+
0.05230889841914177,
|
| 551 |
+
0.04545537754893303,
|
| 552 |
+
0.05556173622608185,
|
| 553 |
+
0.04784528166055679,
|
| 554 |
+
0.04168026149272919,
|
| 555 |
+
0.04855286702513695,
|
| 556 |
+
0.04784528166055679,
|
| 557 |
+
0.04168026149272919,
|
| 558 |
+
0.04855286702513695,
|
| 559 |
+
0.051312513649463654,
|
| 560 |
+
0.04315543919801712,
|
| 561 |
+
0.05271311476826668,
|
| 562 |
+
0.0518915131688118,
|
| 563 |
+
0.04503066837787628,
|
| 564 |
+
0.05384860187768936,
|
| 565 |
+
0.05224359780550003,
|
| 566 |
+
0.04695824161171913,
|
| 567 |
+
0.05477176606655121,
|
| 568 |
+
0.04782935231924057,
|
| 569 |
+
0.042006317526102066,
|
| 570 |
+
0.04779794067144394,
|
| 571 |
+
0.04782935231924057,
|
| 572 |
+
0.042006317526102066,
|
| 573 |
+
0.04779794067144394,
|
| 574 |
+
0.04782935231924057,
|
| 575 |
+
0.042006317526102066,
|
| 576 |
+
0.04779794067144394,
|
| 577 |
+
0.050101034343242645,
|
| 578 |
+
0.04325570911169052,
|
| 579 |
+
0.05008514225482941,
|
| 580 |
+
0.05055796355009079,
|
| 581 |
+
0.04451867565512657,
|
| 582 |
+
0.05086730420589447,
|
| 583 |
+
0.05067966505885124,
|
| 584 |
+
0.04567059129476547,
|
| 585 |
+
0.051705263555049896,
|
| 586 |
+
0.047620005905628204,
|
| 587 |
+
0.04163079708814621,
|
| 588 |
+
0.04816385731101036,
|
| 589 |
+
0.047620005905628204,
|
| 590 |
+
0.04163079708814621,
|
| 591 |
+
0.04816385731101036,
|
| 592 |
+
0.050843246281147,
|
| 593 |
+
0.043273720890283585,
|
| 594 |
+
0.05162893235683441,
|
| 595 |
+
0.05109285190701485,
|
| 596 |
+
0.044943150132894516,
|
| 597 |
+
0.052313558757305145,
|
| 598 |
+
0.05147341266274452,
|
| 599 |
+
0.04701745882630348,
|
| 600 |
+
0.05327168479561806,
|
| 601 |
+
0.043540019541978836,
|
| 602 |
+
0.04012973606586456,
|
| 603 |
+
0.04421340301632881,
|
| 604 |
+
0.043540019541978836,
|
| 605 |
+
0.04012973606586456,
|
| 606 |
+
0.04421340301632881,
|
| 607 |
+
0.045855578035116196,
|
| 608 |
+
0.04082983359694481,
|
| 609 |
+
0.04852394759654999,
|
| 610 |
+
0.048019956797361374,
|
| 611 |
+
0.04171263426542282,
|
| 612 |
+
0.051958587020635605,
|
| 613 |
+
0.048019956797361374,
|
| 614 |
+
0.04171263426542282,
|
| 615 |
+
0.051958587020635605,
|
| 616 |
+
0.04970356449484825,
|
| 617 |
+
0.042679570615291595,
|
| 618 |
+
0.05430081486701965,
|
| 619 |
+
0.008524449542164803,
|
| 620 |
+
0.008791767992079258,
|
| 621 |
+
0.009872257709503174,
|
| 622 |
+
0.7388891577720642,
|
| 623 |
+
0.6932805776596069,
|
| 624 |
+
0.6442064046859741,
|
| 625 |
+
0.028410324826836586,
|
| 626 |
+
0.04016236215829849,
|
| 627 |
+
0.09033754467964172,
|
| 628 |
+
0.020329365506768227,
|
| 629 |
+
0.01749187521636486,
|
| 630 |
+
0.08976199477910995,
|
| 631 |
+
0.014351367950439453,
|
| 632 |
+
0.01901249773800373,
|
| 633 |
+
0.07802502810955048,
|
| 634 |
+
0.03940502181649208,
|
| 635 |
+
0.03526102006435394,
|
| 636 |
+
0.11629308760166168,
|
| 637 |
+
0.01980060152709484,
|
| 638 |
+
0.018002891913056374,
|
| 639 |
+
0.09564771503210068,
|
| 640 |
+
0.007964029908180237,
|
| 641 |
+
0.020255956798791885,
|
| 642 |
+
0.07831297814846039,
|
| 643 |
+
0.07659587264060974,
|
| 644 |
+
0.04045315459370613,
|
| 645 |
+
0.10219105333089828,
|
| 646 |
+
0.06225062906742096
|
| 647 |
+
],
|
| 648 |
+
"action_mean": [
|
| 649 |
+
-8.177824929589406e-05,
|
| 650 |
+
5.059287286712788e-05,
|
| 651 |
+
6.349830800900236e-05,
|
| 652 |
+
0.005930421873927116,
|
| 653 |
+
-0.006590751931071281,
|
| 654 |
+
0.014887476339936256,
|
| 655 |
+
0.01826898194849491,
|
| 656 |
+
-0.05547749251127243,
|
| 657 |
+
0.05955510959029198,
|
| 658 |
+
0.014738798141479492,
|
| 659 |
+
0.002598746679723263,
|
| 660 |
+
-0.05620666220784187,
|
| 661 |
+
-0.032232850790023804,
|
| 662 |
+
0.011323305778205395,
|
| 663 |
+
0.05890165641903877,
|
| 664 |
+
-0.010586205869913101,
|
| 665 |
+
-0.008594982326030731,
|
| 666 |
+
0.09583905339241028,
|
| 667 |
+
0.013592557050287724,
|
| 668 |
+
0.01155844982713461,
|
| 669 |
+
-0.007759218569844961,
|
| 670 |
+
0.00469339732080698,
|
| 671 |
+
0.0058004846796393394,
|
| 672 |
+
0.09195293486118317,
|
| 673 |
+
-0.020754998549818993,
|
| 674 |
+
0.07670309394598007,
|
| 675 |
+
0.003544277511537075,
|
| 676 |
+
-0.035269107669591904
|
| 677 |
+
],
|
| 678 |
+
"action_std": [
|
| 679 |
+
0.008616738021373749,
|
| 680 |
+
0.008903038688004017,
|
| 681 |
+
0.009965830482542515,
|
| 682 |
+
0.7450774908065796,
|
| 683 |
+
0.6992443203926086,
|
| 684 |
+
0.6498764157295227,
|
| 685 |
+
0.02840350568294525,
|
| 686 |
+
0.03983823582530022,
|
| 687 |
+
0.09072714298963547,
|
| 688 |
+
0.020334957167506218,
|
| 689 |
+
0.017557820305228233,
|
| 690 |
+
0.09017772227525711,
|
| 691 |
+
0.0138637013733387,
|
| 692 |
+
0.019101977348327637,
|
| 693 |
+
0.07830630987882614,
|
| 694 |
+
0.03958279266953468,
|
| 695 |
+
0.035513512790203094,
|
| 696 |
+
0.11665049195289612,
|
| 697 |
+
0.01979186199605465,
|
| 698 |
+
0.017997968941926956,
|
| 699 |
+
0.09644418954849243,
|
| 700 |
+
0.008001677691936493,
|
| 701 |
+
0.020392421633005142,
|
| 702 |
+
0.07809162884950638,
|
| 703 |
+
0.07721612602472305,
|
| 704 |
+
0.03953847289085388,
|
| 705 |
+
0.10305871814489365,
|
| 706 |
+
0.06261395663022995
|
| 707 |
+
]
|
| 708 |
+
},
|
| 709 |
+
"history": [
|
| 710 |
+
{
|
| 711 |
+
"epoch": 1,
|
| 712 |
+
"train_loss": 0.4574747706221504,
|
| 713 |
+
"val_loss": 0.39517404846737164,
|
| 714 |
+
"val_action_mse": 0.04542060156839084
|
| 715 |
+
},
|
| 716 |
+
{
|
| 717 |
+
"epoch": 2,
|
| 718 |
+
"train_loss": 0.32228202359347935
|
| 719 |
+
},
|
| 720 |
+
{
|
| 721 |
+
"epoch": 3,
|
| 722 |
+
"train_loss": 0.27353682732020457
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"epoch": 4,
|
| 726 |
+
"train_loss": 0.24206038371579486
|
| 727 |
+
},
|
| 728 |
+
{
|
| 729 |
+
"epoch": 5,
|
| 730 |
+
"train_loss": 0.22009812867730175
|
| 731 |
+
},
|
| 732 |
+
{
|
| 733 |
+
"epoch": 6,
|
| 734 |
+
"train_loss": 0.20346960366083788
|
| 735 |
+
},
|
| 736 |
+
{
|
| 737 |
+
"epoch": 7,
|
| 738 |
+
"train_loss": 0.1899677708540061
|
| 739 |
+
},
|
| 740 |
+
{
|
| 741 |
+
"epoch": 8,
|
| 742 |
+
"train_loss": 0.17849392814477244
|
| 743 |
+
},
|
| 744 |
+
{
|
| 745 |
+
"epoch": 9,
|
| 746 |
+
"train_loss": 0.16867949431949858
|
| 747 |
+
},
|
| 748 |
+
{
|
| 749 |
+
"epoch": 10,
|
| 750 |
+
"train_loss": 0.16034849989488725
|
| 751 |
+
},
|
| 752 |
+
{
|
| 753 |
+
"epoch": 11,
|
| 754 |
+
"train_loss": 0.15291939345370925
|
| 755 |
+
},
|
| 756 |
+
{
|
| 757 |
+
"epoch": 12,
|
| 758 |
+
"train_loss": 0.14648783711469462
|
| 759 |
+
},
|
| 760 |
+
{
|
| 761 |
+
"epoch": 13,
|
| 762 |
+
"train_loss": 0.1407821158383581
|
| 763 |
+
},
|
| 764 |
+
{
|
| 765 |
+
"epoch": 14,
|
| 766 |
+
"train_loss": 0.13561025376947788
|
| 767 |
+
},
|
| 768 |
+
{
|
| 769 |
+
"epoch": 15,
|
| 770 |
+
"train_loss": 0.1310604242775072
|
| 771 |
+
},
|
| 772 |
+
{
|
| 773 |
+
"epoch": 16,
|
| 774 |
+
"train_loss": 0.12695929149653115
|
| 775 |
+
},
|
| 776 |
+
{
|
| 777 |
+
"epoch": 17,
|
| 778 |
+
"train_loss": 0.12344786895964707
|
| 779 |
+
},
|
| 780 |
+
{
|
| 781 |
+
"epoch": 18,
|
| 782 |
+
"train_loss": 0.12027509357726111
|
| 783 |
+
},
|
| 784 |
+
{
|
| 785 |
+
"epoch": 19,
|
| 786 |
+
"train_loss": 0.11725338370309249
|
| 787 |
+
},
|
| 788 |
+
{
|
| 789 |
+
"epoch": 20,
|
| 790 |
+
"train_loss": 0.11483331979473917,
|
| 791 |
+
"val_loss": 0.1082100824093045,
|
| 792 |
+
"val_action_mse": 0.02001841962557275
|
| 793 |
+
},
|
| 794 |
+
{
|
| 795 |
+
"epoch": 21,
|
| 796 |
+
"train_loss": 0.11237308916374676
|
| 797 |
+
},
|
| 798 |
+
{
|
| 799 |
+
"epoch": 22,
|
| 800 |
+
"train_loss": 0.11030015338512934
|
| 801 |
+
},
|
| 802 |
+
{
|
| 803 |
+
"epoch": 23,
|
| 804 |
+
"train_loss": 0.10827215949575156
|
| 805 |
+
},
|
| 806 |
+
{
|
| 807 |
+
"epoch": 24,
|
| 808 |
+
"train_loss": 0.10729550502647522
|
| 809 |
+
},
|
| 810 |
+
{
|
| 811 |
+
"epoch": 25,
|
| 812 |
+
"train_loss": 0.10557841105852714
|
| 813 |
+
},
|
| 814 |
+
{
|
| 815 |
+
"epoch": 26,
|
| 816 |
+
"train_loss": 0.10370992392173785
|
| 817 |
+
},
|
| 818 |
+
{
|
| 819 |
+
"epoch": 27,
|
| 820 |
+
"train_loss": 0.10278073964706404
|
| 821 |
+
},
|
| 822 |
+
{
|
| 823 |
+
"epoch": 28,
|
| 824 |
+
"train_loss": 0.10103322323878744
|
| 825 |
+
},
|
| 826 |
+
{
|
| 827 |
+
"epoch": 29,
|
| 828 |
+
"train_loss": 0.10009337016914203
|
| 829 |
+
},
|
| 830 |
+
{
|
| 831 |
+
"epoch": 30,
|
| 832 |
+
"train_loss": 0.09891731162135202,
|
| 833 |
+
"val_loss": 0.09339472650162942,
|
| 834 |
+
"val_action_mse": 0.018968726523154605
|
| 835 |
+
}
|
| 836 |
+
],
|
| 837 |
+
"handx_reference": {
|
| 838 |
+
"project": "https://handx-project.github.io/",
|
| 839 |
+
"repo": "https://github.com/handx-project/HandX",
|
| 840 |
+
"adaptation": "HandX-style autoregressive/diffusion sequence modeling with ManipTrans Stage-1 observation/action I/O."
|
| 841 |
+
}
|
| 842 |
+
}
|