Ablation H-HIGH-H3_linear_unmatched-s2
Browse files
H/HIGH/H3_linear_unmatched/seed2/epoch_1_checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f13706a247589c4415544d7d29e38e8457ed681c223ac3935bb54ad82dd72b60
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size 542895
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H/HIGH/H3_linear_unmatched/seed2/final_report.json
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@@ -0,0 +1,577 @@
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| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"group": "H",
|
| 4 |
+
"variant": "H3_linear_unmatched",
|
| 5 |
+
"band": "HIGH",
|
| 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": false
|
| 14 |
+
},
|
| 15 |
+
"description": "H-HIGH-H3_linear_unmatched-s2"
|
| 16 |
+
},
|
| 17 |
+
"run_config": {
|
| 18 |
+
"matrix_v": 32,
|
| 19 |
+
"D": 4,
|
| 20 |
+
"patch_size": 4,
|
| 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 |
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"lr": 0.0001,
|
| 30 |
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"epochs": 1,
|
| 31 |
+
"weight_decay": 0.0,
|
| 32 |
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"use_cv_ema": true,
|
| 33 |
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"cv_ema_alpha": 0.01,
|
| 34 |
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"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 |
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0,
|
| 41 |
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1,
|
| 42 |
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2,
|
| 43 |
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3,
|
| 44 |
+
4,
|
| 45 |
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5,
|
| 46 |
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6,
|
| 47 |
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7,
|
| 48 |
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8,
|
| 49 |
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9,
|
| 50 |
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10,
|
| 51 |
+
11,
|
| 52 |
+
12,
|
| 53 |
+
13,
|
| 54 |
+
14,
|
| 55 |
+
15
|
| 56 |
+
],
|
| 57 |
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"train_size": 1000000,
|
| 58 |
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"val_size": 10000,
|
| 59 |
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"num_workers": 2,
|
| 60 |
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"report_every": 100,
|
| 61 |
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"major_report_every": 10,
|
| 62 |
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"save_every": 5,
|
| 63 |
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"seed": 2,
|
| 64 |
+
"hf_repo": "AbstractPhil/geolip-svae-batteries",
|
| 65 |
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"upload": false
|
| 66 |
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},
|
| 67 |
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"cv_ema_final": 0.8828428741312521,
|
| 68 |
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"cv_last": 0.8273320063132668,
|
| 69 |
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"predicted_band": "HIGH",
|
| 70 |
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"expected_band": "HIGH",
|
| 71 |
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"band_match": true,
|
| 72 |
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"test_mse": 0.08074139803647995,
|
| 73 |
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"recon_ema": 0.0807779443500184,
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| 74 |
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"S0": 2.9515204429626465,
|
| 75 |
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"SD": 2.8531153202056885,
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| 76 |
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"ratio": 1.0344904083319562,
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| 77 |
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"erank": 3.9937214851379395,
|
| 78 |
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"observed_sphere_cv": 0.8532852509353274,
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| 79 |
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"uniform_sphere_cv_prediction": 0.9230044578859847,
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"band_deviation": -0.06971920695065736,
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| 81 |
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"params_finite": true,
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| 82 |
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"num_epochs_run": 1,
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| 83 |
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"start_epoch": 0,
|
| 84 |
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"per_epoch_metrics": [
|
| 85 |
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{
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| 86 |
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"epoch": 1,
|
| 87 |
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"test_mse": 0.08074139803647995,
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"band_deviation": -0.06971920695065736,
|
| 91 |
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"erank": 3.9937214851379395,
|
| 92 |
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"params_finite": true,
|
| 93 |
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"wallclock_seconds": 33.53608584403992,
|
| 94 |
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"checkpoint_path": "/content/ablations_phase2/H/HIGH/H3_linear_unmatched_s2/epoch_1_checkpoint.pt"
|
| 95 |
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}
|
| 96 |
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],
|
| 97 |
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"params_count": 40703,
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| 98 |
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"wallclock_seconds": 33.53733944892883,
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| 99 |
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"batches_completed": 3906,
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| 100 |
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"batch_limit": 3906,
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"cv_trajectory": [
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| 102 |
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{
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},
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},
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| 114 |
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{
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| 115 |
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"cv": 0.959816686834879,
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"cv_ema": 0.8712898273697768,
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"recon": 1.4688609838485718
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| 119 |
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},
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| 120 |
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{
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| 125 |
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},
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| 126 |
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{
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| 127 |
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H/HIGH/H3_linear_unmatched/seed2/tensorboard/events.out.tfevents.1776797575.52b79b2c7612.4109.62
ADDED
|
@@ -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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| 2 |
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oid sha256:d846dc1a3eaf6ed1e6bfdf38918054d63ba64f4d57acd16901abf2af45763043
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| 3 |
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size 612125
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