Ablation H-MID-H2_linear_matched-s2
Browse files
H/MID/H2_linear_matched/seed2/epoch_1_checkpoint.pt
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:e437c3b0cd011d94adeaf90e995c91e7fcaf90e446c675b2ae91870bd2c78af5
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size 5408631
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H/MID/H2_linear_matched/seed2/final_report.json
ADDED
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@@ -0,0 +1,577 @@
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| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"group": "H",
|
| 4 |
+
"variant": "H2_linear_matched",
|
| 5 |
+
"band": "MID",
|
| 6 |
+
"seed": 2,
|
| 7 |
+
"phase": 2,
|
| 8 |
+
"num_epochs": 1,
|
| 9 |
+
"batch_size": 256,
|
| 10 |
+
"overrides": {
|
| 11 |
+
"svd": "none",
|
| 12 |
+
"linear_readout": true,
|
| 13 |
+
"match_params": true
|
| 14 |
+
},
|
| 15 |
+
"description": "H-MID-H2_linear_matched-s2"
|
| 16 |
+
},
|
| 17 |
+
"run_config": {
|
| 18 |
+
"matrix_v": 64,
|
| 19 |
+
"D": 8,
|
| 20 |
+
"patch_size": 16,
|
| 21 |
+
"hidden": 64,
|
| 22 |
+
"depth": 1,
|
| 23 |
+
"n_cross_layers": 1,
|
| 24 |
+
"n_heads": 4,
|
| 25 |
+
"max_alpha": 0.2,
|
| 26 |
+
"alpha_init": -2.0,
|
| 27 |
+
"img_size": 64,
|
| 28 |
+
"batch_size": 128,
|
| 29 |
+
"lr": 0.0001,
|
| 30 |
+
"epochs": 1,
|
| 31 |
+
"weight_decay": 0.0,
|
| 32 |
+
"use_cv_ema": true,
|
| 33 |
+
"cv_ema_alpha": 0.01,
|
| 34 |
+
"cv_alignment_epochs": 0,
|
| 35 |
+
"cv_measure_every": 50,
|
| 36 |
+
"cv_sigma_scale": 0.3,
|
| 37 |
+
"boost": 0.5,
|
| 38 |
+
"cross_attn_clip": 0.5,
|
| 39 |
+
"allowed_types": [
|
| 40 |
+
0,
|
| 41 |
+
1,
|
| 42 |
+
2,
|
| 43 |
+
3,
|
| 44 |
+
4,
|
| 45 |
+
5,
|
| 46 |
+
6,
|
| 47 |
+
7,
|
| 48 |
+
8,
|
| 49 |
+
9,
|
| 50 |
+
10,
|
| 51 |
+
11,
|
| 52 |
+
12,
|
| 53 |
+
13,
|
| 54 |
+
14,
|
| 55 |
+
15
|
| 56 |
+
],
|
| 57 |
+
"train_size": 1000000,
|
| 58 |
+
"val_size": 10000,
|
| 59 |
+
"num_workers": 2,
|
| 60 |
+
"report_every": 100,
|
| 61 |
+
"major_report_every": 10,
|
| 62 |
+
"save_every": 5,
|
| 63 |
+
"seed": 2,
|
| 64 |
+
"hf_repo": "AbstractPhil/geolip-svae-batteries",
|
| 65 |
+
"upload": false
|
| 66 |
+
},
|
| 67 |
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"cv_ema_final": 0.3651393675164828,
|
| 68 |
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"cv_last": 0.34896547641876635,
|
| 69 |
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"predicted_band": "MID",
|
| 70 |
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"expected_band": "MID",
|
| 71 |
+
"band_match": true,
|
| 72 |
+
"test_mse": 0.9220280051231384,
|
| 73 |
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"recon_ema": 0.9279508530324391,
|
| 74 |
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"S0": 2.665696620941162,
|
| 75 |
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"SD": 1.6292178630828857,
|
| 76 |
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"ratio": 1.6361817931060385,
|
| 77 |
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"erank": 7.169526100158691,
|
| 78 |
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"observed_sphere_cv": 0.3674532584137462,
|
| 79 |
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"uniform_sphere_cv_prediction": 0.35418994230276496,
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| 80 |
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"band_deviation": 0.01326331611098125,
|
| 81 |
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"params_finite": true,
|
| 82 |
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"num_epochs_run": 1,
|
| 83 |
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"start_epoch": 0,
|
| 84 |
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"per_epoch_metrics": [
|
| 85 |
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{
|
| 86 |
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"epoch": 1,
|
| 87 |
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"test_mse": 0.9220280051231384,
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| 88 |
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"cv_ema": 0.3651393675164828,
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| 89 |
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"observed_sphere_cv": 0.3674532584137462,
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| 90 |
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"band_deviation": 0.01326331611098125,
|
| 91 |
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"erank": 7.169526100158691,
|
| 92 |
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"params_finite": true,
|
| 93 |
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"wallclock_seconds": 33.291502952575684,
|
| 94 |
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"checkpoint_path": "/content/ablations_phase2/H/MID/H2_linear_matched_s2/epoch_1_checkpoint.pt"
|
| 95 |
+
}
|
| 96 |
+
],
|
| 97 |
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"params_count": 445995,
|
| 98 |
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"wallclock_seconds": 33.29287314414978,
|
| 99 |
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"batches_completed": 3906,
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| 100 |
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"batch_limit": 3906,
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| 101 |
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"cv_trajectory": [
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| 102 |
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{
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| 103 |
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"batch": 0,
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"cv": 0.36314239615396,
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"recon": 1.7020829916000366
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},
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| 108 |
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{
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"batch": 50,
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"recon": 1.5348536968231201
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},
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| 114 |
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{
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| 115 |
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"batch": 100,
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| 116 |
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"cv": 0.39834169903848127,
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| 117 |
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"cv_ema": 0.3635234828108904,
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| 118 |
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"recon": 1.3454840183258057
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| 119 |
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},
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| 120 |
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{
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| 121 |
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"batch": 150,
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| 122 |
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"cv": 0.35393369941043223,
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| 123 |
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"cv_ema": 0.3634275849768858,
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| 124 |
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"recon": 1.2261344194412231
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| 125 |
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},
|
| 126 |
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{
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| 127 |
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| 128 |
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"cv": 0.37126527803012443,
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| 129 |
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H/MID/H2_linear_matched/seed2/tensorboard/events.out.tfevents.1776797143.52b79b2c7612.4109.50
ADDED
|
@@ -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 sha256:03d6adece16ed012bde9590a6e0ddbf4768e96e12014413002525d6528842719
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| 3 |
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size 612125
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