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geolip-svae-transformer

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geometric-deep-learning
lensed-transformer
svae
geolip
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Upload experiments/exp_006_results/quaternion_lens.json with huggingface_hub

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  1. experiments/exp_006_results/quaternion_lens.json +100 -0
experiments/exp_006_results/quaternion_lens.json ADDED
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+ "lens_deviations": [
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+ "neighbor_diffs_deg": [
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+ "edge_cases": {
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+ "E1_unit_norm_drift": {
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+ "note": "quaternions scaled \u00d77.3 off-unit; renorm keeps isometry",
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+ "rigidity_held": true
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+ },
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+ "E2_neighbor_collapse": {
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+ "note": "trained all 4 toward one shared target (no diff pressure)",
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+ "init_neighbor_diffs_deg": [
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+ "collapses_without_pressure": true
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+ },
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+ "E2b_differentiation_holds": {
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+ "note": "with neighbor-repulsion pressure",
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+ "neighbor_diffs_deg": [
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+ "E3_rigidity_arbitrary_rotation": {
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+ "note": "8 random unit quaternions",
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+ "note": "q vs -q give the same rotation projectively; residual is float32 sign-pivot noise near coordinate zero-crossings \u2014 negligible vs the degree-scale formula (dev_critical ~2.3\u00b0 at d4)",
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+ "projective_diff_deg": 0.027976454840372228,
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+ "E5_degenerate_quaternion": {
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+ "E2b_differentiation_holds_with_pressure": true
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