Ablation H-LOW-H1_svd_fp64-s2
Browse files
H/LOW/H1_svd_fp64/seed2/epoch_1_checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92ed9056490c5c80ea38f4177847e3e9e296f9802c1c8fe3671f3be7e0b992fe
|
| 3 |
+
size 3057263
|
H/LOW/H1_svd_fp64/seed2/final_report.json
ADDED
|
@@ -0,0 +1,575 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"group": "H",
|
| 4 |
+
"variant": "H1_svd_fp64",
|
| 5 |
+
"band": "LOW",
|
| 6 |
+
"seed": 2,
|
| 7 |
+
"phase": 2,
|
| 8 |
+
"num_epochs": 1,
|
| 9 |
+
"batch_size": 256,
|
| 10 |
+
"overrides": {
|
| 11 |
+
"svd": "fp64"
|
| 12 |
+
},
|
| 13 |
+
"description": "H-LOW-H1_svd_fp64-s2"
|
| 14 |
+
},
|
| 15 |
+
"run_config": {
|
| 16 |
+
"matrix_v": 64,
|
| 17 |
+
"D": 16,
|
| 18 |
+
"patch_size": 16,
|
| 19 |
+
"hidden": 64,
|
| 20 |
+
"depth": 1,
|
| 21 |
+
"n_cross_layers": 1,
|
| 22 |
+
"n_heads": 4,
|
| 23 |
+
"max_alpha": 0.2,
|
| 24 |
+
"alpha_init": -2.0,
|
| 25 |
+
"img_size": 64,
|
| 26 |
+
"batch_size": 128,
|
| 27 |
+
"lr": 0.0001,
|
| 28 |
+
"epochs": 1,
|
| 29 |
+
"weight_decay": 0.0,
|
| 30 |
+
"use_cv_ema": true,
|
| 31 |
+
"cv_ema_alpha": 0.01,
|
| 32 |
+
"cv_alignment_epochs": 0,
|
| 33 |
+
"cv_measure_every": 50,
|
| 34 |
+
"cv_sigma_scale": 0.3,
|
| 35 |
+
"boost": 0.5,
|
| 36 |
+
"cross_attn_clip": 0.5,
|
| 37 |
+
"allowed_types": [
|
| 38 |
+
0,
|
| 39 |
+
1,
|
| 40 |
+
2,
|
| 41 |
+
3,
|
| 42 |
+
4,
|
| 43 |
+
5,
|
| 44 |
+
6,
|
| 45 |
+
7,
|
| 46 |
+
8,
|
| 47 |
+
9,
|
| 48 |
+
10,
|
| 49 |
+
11,
|
| 50 |
+
12,
|
| 51 |
+
13,
|
| 52 |
+
14,
|
| 53 |
+
15
|
| 54 |
+
],
|
| 55 |
+
"train_size": 1000000,
|
| 56 |
+
"val_size": 10000,
|
| 57 |
+
"num_workers": 2,
|
| 58 |
+
"report_every": 100,
|
| 59 |
+
"major_report_every": 10,
|
| 60 |
+
"save_every": 5,
|
| 61 |
+
"seed": 2,
|
| 62 |
+
"hf_repo": "AbstractPhil/geolip-svae-batteries",
|
| 63 |
+
"upload": false
|
| 64 |
+
},
|
| 65 |
+
"cv_ema_final": 0.19587209262630428,
|
| 66 |
+
"cv_last": 0.22964861386096685,
|
| 67 |
+
"predicted_band": "LOW",
|
| 68 |
+
"expected_band": "LOW",
|
| 69 |
+
"band_match": true,
|
| 70 |
+
"test_mse": 0.9361449480056763,
|
| 71 |
+
"recon_ema": 0.9383916904664783,
|
| 72 |
+
"S0": 2.8740506172180176,
|
| 73 |
+
"SD": 1.1786231994628906,
|
| 74 |
+
"ratio": 2.4384812670774987,
|
| 75 |
+
"erank": 15.507071495056152,
|
| 76 |
+
"observed_sphere_cv": 0.19485158795722082,
|
| 77 |
+
"uniform_sphere_cv_prediction": 0.19536415806695984,
|
| 78 |
+
"band_deviation": -0.0005125701097390134,
|
| 79 |
+
"params_finite": true,
|
| 80 |
+
"num_epochs_run": 1,
|
| 81 |
+
"start_epoch": 0,
|
| 82 |
+
"per_epoch_metrics": [
|
| 83 |
+
{
|
| 84 |
+
"epoch": 1,
|
| 85 |
+
"test_mse": 0.9361449480056763,
|
| 86 |
+
"cv_ema": 0.19587209262630428,
|
| 87 |
+
"observed_sphere_cv": 0.19485158795722082,
|
| 88 |
+
"band_deviation": -0.0005125701097390134,
|
| 89 |
+
"erank": 15.507071495056152,
|
| 90 |
+
"params_finite": true,
|
| 91 |
+
"wallclock_seconds": 33.687026262283325,
|
| 92 |
+
"checkpoint_path": "/content/ablations_phase2/H/LOW/H1_svd_fp64_s2/epoch_1_checkpoint.pt"
|
| 93 |
+
}
|
| 94 |
+
],
|
| 95 |
+
"params_count": 250211,
|
| 96 |
+
"wallclock_seconds": 33.688371419906616,
|
| 97 |
+
"batches_completed": 3906,
|
| 98 |
+
"batch_limit": 3906,
|
| 99 |
+
"cv_trajectory": [
|
| 100 |
+
{
|
| 101 |
+
"batch": 0,
|
| 102 |
+
"cv": 0.19001339292580166,
|
| 103 |
+
"cv_ema": 0.19001339292580166,
|
| 104 |
+
"recon": 1.554689884185791
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"batch": 50,
|
| 108 |
+
"cv": 0.21289860564349508,
|
| 109 |
+
"cv_ema": 0.19024224505297857,
|
| 110 |
+
"recon": 1.6366069316864014
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"batch": 100,
|
| 114 |
+
"cv": 0.1954455742352387,
|
| 115 |
+
"cv_ema": 0.19029427834480117,
|
| 116 |
+
"recon": 1.3525546789169312
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"batch": 150,
|
| 120 |
+
"cv": 0.19123598087854002,
|
| 121 |
+
"cv_ema": 0.19030369537013855,
|
| 122 |
+
"recon": 1.311715841293335
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"batch": 200,
|
| 126 |
+
"cv": 0.21078020614053322,
|
| 127 |
+
"cv_ema": 0.1905084604778425,
|
| 128 |
+
"recon": 1.1933097839355469
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"batch": 250,
|
| 132 |
+
"cv": 0.21410923212677793,
|
| 133 |
+
"cv_ema": 0.19074446819433186,
|
| 134 |
+
"recon": 1.132683277130127
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"batch": 300,
|
| 138 |
+
"cv": 0.19812763049965385,
|
| 139 |
+
"cv_ema": 0.19081829981738507,
|
| 140 |
+
"recon": 0.9860724210739136
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"batch": 350,
|
| 144 |
+
"cv": 0.1961626467855953,
|
| 145 |
+
"cv_ema": 0.19087174328706716,
|
| 146 |
+
"recon": 0.974073588848114
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"batch": 400,
|
| 150 |
+
"cv": 0.20100583761048024,
|
| 151 |
+
"cv_ema": 0.1909730842303013,
|
| 152 |
+
"recon": 0.9447538256645203
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"batch": 450,
|
| 156 |
+
"cv": 0.20455541580340703,
|
| 157 |
+
"cv_ema": 0.19110890754603235,
|
| 158 |
+
"recon": 0.7784267663955688
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"batch": 500,
|
| 162 |
+
"cv": 0.2044477872086995,
|
| 163 |
+
"cv_ema": 0.19124229634265902,
|
| 164 |
+
"recon": 0.9474643468856812
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"batch": 550,
|
| 168 |
+
"cv": 0.1890090520121447,
|
| 169 |
+
"cv_ema": 0.1912199638993539,
|
| 170 |
+
"recon": 1.1690516471862793
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"batch": 600,
|
| 174 |
+
"cv": 0.21108900322290655,
|
| 175 |
+
"cv_ema": 0.19141865429258942,
|
| 176 |
+
"recon": 0.9558122158050537
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"batch": 650,
|
| 180 |
+
"cv": 0.18483139453784808,
|
| 181 |
+
"cv_ema": 0.19135278169504202,
|
| 182 |
+
"recon": 1.012071132659912
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"batch": 700,
|
| 186 |
+
"cv": 0.1869526899805379,
|
| 187 |
+
"cv_ema": 0.19130878077789698,
|
| 188 |
+
"recon": 0.957419753074646
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"batch": 750,
|
| 192 |
+
"cv": 0.19172395585481122,
|
| 193 |
+
"cv_ema": 0.19131293252866613,
|
| 194 |
+
"recon": 0.9696613550186157
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"batch": 800,
|
| 198 |
+
"cv": 0.1946501528498362,
|
| 199 |
+
"cv_ema": 0.19134630473187783,
|
| 200 |
+
"recon": 0.8533892035484314
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"batch": 850,
|
| 204 |
+
"cv": 0.19721580861409607,
|
| 205 |
+
"cv_ema": 0.1914049997707,
|
| 206 |
+
"recon": 0.7751085162162781
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"batch": 900,
|
| 210 |
+
"cv": 0.20548769692468682,
|
| 211 |
+
"cv_ema": 0.19154582674223986,
|
| 212 |
+
"recon": 1.0633841753005981
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"batch": 950,
|
| 216 |
+
"cv": 0.1927463102203822,
|
| 217 |
+
"cv_ema": 0.19155783157702128,
|
| 218 |
+
"recon": 1.1170639991760254
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"batch": 1000,
|
| 222 |
+
"cv": 0.19517301036308343,
|
| 223 |
+
"cv_ema": 0.1915939833648819,
|
| 224 |
+
"recon": 1.0227506160736084
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"batch": 1050,
|
| 228 |
+
"cv": 0.18643029433577044,
|
| 229 |
+
"cv_ema": 0.19154234647459079,
|
| 230 |
+
"recon": 1.034805417060852
|
| 231 |
+
},
|
| 232 |
+
{
|
| 233 |
+
"batch": 1100,
|
| 234 |
+
"cv": 0.2028659449567202,
|
| 235 |
+
"cv_ema": 0.19165558245941208,
|
| 236 |
+
"recon": 0.8597820997238159
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"batch": 1150,
|
| 240 |
+
"cv": 0.20068799615533917,
|
| 241 |
+
"cv_ema": 0.19174590659637133,
|
| 242 |
+
"recon": 0.9308916926383972
|
| 243 |
+
},
|
| 244 |
+
{
|
| 245 |
+
"batch": 1200,
|
| 246 |
+
"cv": 0.2168935490536606,
|
| 247 |
+
"cv_ema": 0.1919973830209442,
|
| 248 |
+
"recon": 1.1548497676849365
|
| 249 |
+
},
|
| 250 |
+
{
|
| 251 |
+
"batch": 1250,
|
| 252 |
+
"cv": 0.17577882336693185,
|
| 253 |
+
"cv_ema": 0.19183519742440408,
|
| 254 |
+
"recon": 0.9124873876571655
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"batch": 1300,
|
| 258 |
+
"cv": 0.17704545086076043,
|
| 259 |
+
"cv_ema": 0.19168729995876765,
|
| 260 |
+
"recon": 0.9781206846237183
|
| 261 |
+
},
|
| 262 |
+
{
|
| 263 |
+
"batch": 1350,
|
| 264 |
+
"cv": 0.21355617285767134,
|
| 265 |
+
"cv_ema": 0.19190598868775668,
|
| 266 |
+
"recon": 1.0025413036346436
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"batch": 1400,
|
| 270 |
+
"cv": 0.18413600336891892,
|
| 271 |
+
"cv_ema": 0.1918282888345683,
|
| 272 |
+
"recon": 1.004195213317871
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"batch": 1450,
|
| 276 |
+
"cv": 0.20150723077444213,
|
| 277 |
+
"cv_ema": 0.191925078253967,
|
| 278 |
+
"recon": 0.8943648338317871
|
| 279 |
+
},
|
| 280 |
+
{
|
| 281 |
+
"batch": 1500,
|
| 282 |
+
"cv": 0.1943735070503464,
|
| 283 |
+
"cv_ema": 0.1919495625419308,
|
| 284 |
+
"recon": 0.8982095122337341
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"batch": 1550,
|
| 288 |
+
"cv": 0.21482131437985824,
|
| 289 |
+
"cv_ema": 0.19217828006031007,
|
| 290 |
+
"recon": 0.8428016901016235
|
| 291 |
+
},
|
| 292 |
+
{
|
| 293 |
+
"batch": 1600,
|
| 294 |
+
"cv": 0.19613051521877978,
|
| 295 |
+
"cv_ema": 0.19221780241189476,
|
| 296 |
+
"recon": 0.9197558164596558
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"batch": 1650,
|
| 300 |
+
"cv": 0.18803818046494863,
|
| 301 |
+
"cv_ema": 0.1921760061924253,
|
| 302 |
+
"recon": 1.0482890605926514
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"batch": 1700,
|
| 306 |
+
"cv": 0.20635075486342572,
|
| 307 |
+
"cv_ema": 0.1923177536791353,
|
| 308 |
+
"recon": 1.0123822689056396
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"batch": 1750,
|
| 312 |
+
"cv": 0.182958693684451,
|
| 313 |
+
"cv_ema": 0.19222416307918846,
|
| 314 |
+
"recon": 0.8709230422973633
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"batch": 1800,
|
| 318 |
+
"cv": 0.20347256840373965,
|
| 319 |
+
"cv_ema": 0.19233664713243398,
|
| 320 |
+
"recon": 1.0027490854263306
|
| 321 |
+
},
|
| 322 |
+
{
|
| 323 |
+
"batch": 1850,
|
| 324 |
+
"cv": 0.20029676426127718,
|
| 325 |
+
"cv_ema": 0.1924162483037224,
|
| 326 |
+
"recon": 0.8338183164596558
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"batch": 1900,
|
| 330 |
+
"cv": 0.212680574880711,
|
| 331 |
+
"cv_ema": 0.19261889156949227,
|
| 332 |
+
"recon": 1.0084389448165894
|
| 333 |
+
},
|
| 334 |
+
{
|
| 335 |
+
"batch": 1950,
|
| 336 |
+
"cv": 0.20591962947808481,
|
| 337 |
+
"cv_ema": 0.1927518989485782,
|
| 338 |
+
"recon": 1.0208427906036377
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"batch": 2000,
|
| 342 |
+
"cv": 0.22417364574809961,
|
| 343 |
+
"cv_ema": 0.1930661164165734,
|
| 344 |
+
"recon": 1.0749752521514893
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"batch": 2050,
|
| 348 |
+
"cv": 0.20002832290331327,
|
| 349 |
+
"cv_ema": 0.1931357384814408,
|
| 350 |
+
"recon": 1.0595444440841675
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"batch": 2100,
|
| 354 |
+
"cv": 0.21369090450988826,
|
| 355 |
+
"cv_ema": 0.1933412901417253,
|
| 356 |
+
"recon": 0.9916477203369141
|
| 357 |
+
},
|
| 358 |
+
{
|
| 359 |
+
"batch": 2150,
|
| 360 |
+
"cv": 0.19577175435233898,
|
| 361 |
+
"cv_ema": 0.19336559478383145,
|
| 362 |
+
"recon": 0.8702353239059448
|
| 363 |
+
},
|
| 364 |
+
{
|
| 365 |
+
"batch": 2200,
|
| 366 |
+
"cv": 0.18934182175952816,
|
| 367 |
+
"cv_ema": 0.19332535705358841,
|
| 368 |
+
"recon": 0.9577357172966003
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"batch": 2250,
|
| 372 |
+
"cv": 0.20152656561332155,
|
| 373 |
+
"cv_ema": 0.19340736913918574,
|
| 374 |
+
"recon": 0.8527600169181824
|
| 375 |
+
},
|
| 376 |
+
{
|
| 377 |
+
"batch": 2300,
|
| 378 |
+
"cv": 0.2133399202738424,
|
| 379 |
+
"cv_ema": 0.1936066946505323,
|
| 380 |
+
"recon": 1.0764939785003662
|
| 381 |
+
},
|
| 382 |
+
{
|
| 383 |
+
"batch": 2350,
|
| 384 |
+
"cv": 0.2158551919035048,
|
| 385 |
+
"cv_ema": 0.193829179623062,
|
| 386 |
+
"recon": 0.9936237335205078
|
| 387 |
+
},
|
| 388 |
+
{
|
| 389 |
+
"batch": 2400,
|
| 390 |
+
"cv": 0.21061070101394125,
|
| 391 |
+
"cv_ema": 0.1939969948369708,
|
| 392 |
+
"recon": 0.8907790184020996
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"batch": 2450,
|
| 396 |
+
"cv": 0.19217323152366794,
|
| 397 |
+
"cv_ema": 0.19397875720383778,
|
| 398 |
+
"recon": 0.9950212240219116
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"batch": 2500,
|
| 402 |
+
"cv": 0.20179547922829513,
|
| 403 |
+
"cv_ema": 0.19405692442408234,
|
| 404 |
+
"recon": 0.973811149597168
|
| 405 |
+
},
|
| 406 |
+
{
|
| 407 |
+
"batch": 2550,
|
| 408 |
+
"cv": 0.21268829355404395,
|
| 409 |
+
"cv_ema": 0.19424323811538197,
|
| 410 |
+
"recon": 0.8774554133415222
|
| 411 |
+
},
|
| 412 |
+
{
|
| 413 |
+
"batch": 2600,
|
| 414 |
+
"cv": 0.18361178268696596,
|
| 415 |
+
"cv_ema": 0.1941369235610978,
|
| 416 |
+
"recon": 0.9389066696166992
|
| 417 |
+
},
|
| 418 |
+
{
|
| 419 |
+
"batch": 2650,
|
| 420 |
+
"cv": 0.2185435182040418,
|
| 421 |
+
"cv_ema": 0.19438098950752725,
|
| 422 |
+
"recon": 0.9011183977127075
|
| 423 |
+
},
|
| 424 |
+
{
|
| 425 |
+
"batch": 2700,
|
| 426 |
+
"cv": 0.20586012261420567,
|
| 427 |
+
"cv_ema": 0.19449578083859403,
|
| 428 |
+
"recon": 0.96256422996521
|
| 429 |
+
},
|
| 430 |
+
{
|
| 431 |
+
"batch": 2750,
|
| 432 |
+
"cv": 0.19270337153346032,
|
| 433 |
+
"cv_ema": 0.1944778567455427,
|
| 434 |
+
"recon": 0.9573084712028503
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"batch": 2800,
|
| 438 |
+
"cv": 0.19619480558036145,
|
| 439 |
+
"cv_ema": 0.19449502623389087,
|
| 440 |
+
"recon": 0.881339430809021
|
| 441 |
+
},
|
| 442 |
+
{
|
| 443 |
+
"batch": 2850,
|
| 444 |
+
"cv": 0.19936079485637412,
|
| 445 |
+
"cv_ema": 0.1945436839201157,
|
| 446 |
+
"recon": 0.8487212061882019
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"batch": 2900,
|
| 450 |
+
"cv": 0.1998968886853869,
|
| 451 |
+
"cv_ema": 0.1945972159677684,
|
| 452 |
+
"recon": 0.8254375457763672
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"batch": 2950,
|
| 456 |
+
"cv": 0.1781408530523925,
|
| 457 |
+
"cv_ema": 0.19443265233861465,
|
| 458 |
+
"recon": 0.9268795847892761
|
| 459 |
+
},
|
| 460 |
+
{
|
| 461 |
+
"batch": 3000,
|
| 462 |
+
"cv": 0.19883920289800014,
|
| 463 |
+
"cv_ema": 0.1944767178442085,
|
| 464 |
+
"recon": 0.8614661693572998
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"batch": 3050,
|
| 468 |
+
"cv": 0.19524888632309995,
|
| 469 |
+
"cv_ema": 0.1944844395289974,
|
| 470 |
+
"recon": 0.991146445274353
|
| 471 |
+
},
|
| 472 |
+
{
|
| 473 |
+
"batch": 3100,
|
| 474 |
+
"cv": 0.2120247297769718,
|
| 475 |
+
"cv_ema": 0.19465984243147716,
|
| 476 |
+
"recon": 1.0094472169876099
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"batch": 3150,
|
| 480 |
+
"cv": 0.203874544107878,
|
| 481 |
+
"cv_ema": 0.19475198944824118,
|
| 482 |
+
"recon": 1.0143463611602783
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"batch": 3200,
|
| 486 |
+
"cv": 0.20426333712431505,
|
| 487 |
+
"cv_ema": 0.19484710292500193,
|
| 488 |
+
"recon": 1.0393750667572021
|
| 489 |
+
},
|
| 490 |
+
{
|
| 491 |
+
"batch": 3250,
|
| 492 |
+
"cv": 0.20207000087315188,
|
| 493 |
+
"cv_ema": 0.19491933190448343,
|
| 494 |
+
"recon": 0.7881455421447754
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"batch": 3300,
|
| 498 |
+
"cv": 0.18444329179233937,
|
| 499 |
+
"cv_ema": 0.19481457150336198,
|
| 500 |
+
"recon": 0.9459242224693298
|
| 501 |
+
},
|
| 502 |
+
{
|
| 503 |
+
"batch": 3350,
|
| 504 |
+
"cv": 0.20675505132185099,
|
| 505 |
+
"cv_ema": 0.19493397630154685,
|
| 506 |
+
"recon": 0.8319012522697449
|
| 507 |
+
},
|
| 508 |
+
{
|
| 509 |
+
"batch": 3400,
|
| 510 |
+
"cv": 0.19983264298592368,
|
| 511 |
+
"cv_ema": 0.1949829629683906,
|
| 512 |
+
"recon": 1.1386942863464355
|
| 513 |
+
},
|
| 514 |
+
{
|
| 515 |
+
"batch": 3450,
|
| 516 |
+
"cv": 0.1796589774847231,
|
| 517 |
+
"cv_ema": 0.19482972311355393,
|
| 518 |
+
"recon": 0.9570139646530151
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"batch": 3500,
|
| 522 |
+
"cv": 0.2039666711819475,
|
| 523 |
+
"cv_ema": 0.19492109259423787,
|
| 524 |
+
"recon": 0.7409090995788574
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"batch": 3550,
|
| 528 |
+
"cv": 0.19868304796717978,
|
| 529 |
+
"cv_ema": 0.19495871214796728,
|
| 530 |
+
"recon": 0.9842604398727417
|
| 531 |
+
},
|
| 532 |
+
{
|
| 533 |
+
"batch": 3600,
|
| 534 |
+
"cv": 0.20693183314487593,
|
| 535 |
+
"cv_ema": 0.1950784433579364,
|
| 536 |
+
"recon": 0.8687727451324463
|
| 537 |
+
},
|
| 538 |
+
{
|
| 539 |
+
"batch": 3650,
|
| 540 |
+
"cv": 0.21059020457060315,
|
| 541 |
+
"cv_ema": 0.19523356097006306,
|
| 542 |
+
"recon": 0.9183297157287598
|
| 543 |
+
},
|
| 544 |
+
{
|
| 545 |
+
"batch": 3700,
|
| 546 |
+
"cv": 0.20969581349037686,
|
| 547 |
+
"cv_ema": 0.1953781834952662,
|
| 548 |
+
"recon": 0.934743344783783
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"batch": 3750,
|
| 552 |
+
"cv": 0.18753777200284574,
|
| 553 |
+
"cv_ema": 0.19529977938034201,
|
| 554 |
+
"recon": 1.0764092206954956
|
| 555 |
+
},
|
| 556 |
+
{
|
| 557 |
+
"batch": 3800,
|
| 558 |
+
"cv": 0.20385838074701998,
|
| 559 |
+
"cv_ema": 0.1953853653940088,
|
| 560 |
+
"recon": 0.9792913198471069
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"batch": 3850,
|
| 564 |
+
"cv": 0.20994039040672605,
|
| 565 |
+
"cv_ema": 0.19553091564413597,
|
| 566 |
+
"recon": 0.854432225227356
|
| 567 |
+
},
|
| 568 |
+
{
|
| 569 |
+
"batch": 3900,
|
| 570 |
+
"cv": 0.22964861386096685,
|
| 571 |
+
"cv_ema": 0.19587209262630428,
|
| 572 |
+
"recon": 0.9132484793663025
|
| 573 |
+
}
|
| 574 |
+
]
|
| 575 |
+
}
|
H/LOW/H1_svd_fp64/seed2/tensorboard/events.out.tfevents.1776796420.52b79b2c7612.4109.38
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ab32ce9ced415138689542d3670d790e4f5e8bf14ff88506a8cffe8422413f35
|
| 3 |
+
size 612125
|