Ablation H-HIGH-H5_batch_shared_svd-s1
Browse files
H/HIGH/H5_batch_shared_svd/seed1/epoch_1_checkpoint.pt
ADDED
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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:d12f6fcf9f8054da5f03eecd3acb6afc97e16e55d39ff5a5819c84d07486a22d
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size 542831
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H/HIGH/H5_batch_shared_svd/seed1/final_report.json
ADDED
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@@ -0,0 +1,575 @@
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| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"group": "H",
|
| 4 |
+
"variant": "H5_batch_shared_svd",
|
| 5 |
+
"band": "HIGH",
|
| 6 |
+
"seed": 1,
|
| 7 |
+
"phase": 2,
|
| 8 |
+
"num_epochs": 1,
|
| 9 |
+
"batch_size": 256,
|
| 10 |
+
"overrides": {
|
| 11 |
+
"svd": "batch_shared"
|
| 12 |
+
},
|
| 13 |
+
"description": "H-HIGH-H5_batch_shared_svd-s1"
|
| 14 |
+
},
|
| 15 |
+
"run_config": {
|
| 16 |
+
"matrix_v": 32,
|
| 17 |
+
"D": 4,
|
| 18 |
+
"patch_size": 4,
|
| 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": 1,
|
| 62 |
+
"hf_repo": "AbstractPhil/geolip-svae-batteries",
|
| 63 |
+
"upload": false
|
| 64 |
+
},
|
| 65 |
+
"cv_ema_final": 0.9290479173888639,
|
| 66 |
+
"cv_last": 0.9397374568294355,
|
| 67 |
+
"predicted_band": "HIGH",
|
| 68 |
+
"expected_band": "HIGH",
|
| 69 |
+
"band_match": true,
|
| 70 |
+
"test_mse": 0.3020685613155365,
|
| 71 |
+
"recon_ema": 0.3030633640931148,
|
| 72 |
+
"S0": 57.71232986450195,
|
| 73 |
+
"SD": 35.24213409423828,
|
| 74 |
+
"ratio": 1.637594638673183,
|
| 75 |
+
"erank": 3.9268202781677246,
|
| 76 |
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"observed_sphere_cv": 0.9809161725488351,
|
| 77 |
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"uniform_sphere_cv_prediction": 0.9230044578859847,
|
| 78 |
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"band_deviation": 0.05791171466285039,
|
| 79 |
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"params_finite": true,
|
| 80 |
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"num_epochs_run": 1,
|
| 81 |
+
"start_epoch": 0,
|
| 82 |
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"per_epoch_metrics": [
|
| 83 |
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{
|
| 84 |
+
"epoch": 1,
|
| 85 |
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"test_mse": 0.3020685613155365,
|
| 86 |
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"cv_ema": 0.9290479173888639,
|
| 87 |
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"observed_sphere_cv": 0.9809161725488351,
|
| 88 |
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"band_deviation": 0.05791171466285039,
|
| 89 |
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"erank": 3.9268202781677246,
|
| 90 |
+
"params_finite": true,
|
| 91 |
+
"wallclock_seconds": 57.35291910171509,
|
| 92 |
+
"checkpoint_path": "/content/ablations_phase2/H/HIGH/H5_batch_shared_svd_s1/epoch_1_checkpoint.pt"
|
| 93 |
+
}
|
| 94 |
+
],
|
| 95 |
+
"params_count": 40703,
|
| 96 |
+
"wallclock_seconds": 57.35416793823242,
|
| 97 |
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"batches_completed": 3906,
|
| 98 |
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"batch_limit": 3906,
|
| 99 |
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"cv_trajectory": [
|
| 100 |
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{
|
| 101 |
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"batch": 0,
|
| 102 |
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"cv": 0.9333301926551878,
|
| 103 |
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"cv_ema": 0.9333301926551878,
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| 104 |
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"recon": 1.7899079322814941
|
| 105 |
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},
|
| 106 |
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{
|
| 107 |
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"batch": 50,
|
| 108 |
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"cv": 0.9563751678141216,
|
| 109 |
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"cv_ema": 0.933560642406777,
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"recon": 1.473886489868164
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| 111 |
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},
|
| 112 |
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{
|
| 113 |
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"batch": 100,
|
| 114 |
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"cv": 0.8415401523596465,
|
| 115 |
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"cv_ema": 0.9326404375063057,
|
| 116 |
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"recon": 1.1819517612457275
|
| 117 |
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},
|
| 118 |
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{
|
| 119 |
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"batch": 150,
|
| 120 |
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"cv": 0.9136874758016399,
|
| 121 |
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"cv_ema": 0.932450907889259,
|
| 122 |
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"recon": 1.1885793209075928
|
| 123 |
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},
|
| 124 |
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{
|
| 125 |
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"batch": 200,
|
| 126 |
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"cv": 0.9133888343507703,
|
| 127 |
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"cv_ema": 0.9322602871538741,
|
| 128 |
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"recon": 0.9235541224479675
|
| 129 |
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|
H/HIGH/H5_batch_shared_svd/seed1/tensorboard/events.out.tfevents.1776798055.52b79b2c7612.4109.74
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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size 612125
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