[Beta Test] M3 Sage Node — v0.2.3 Full Suite

[KI7MT]

IONIS V20 Beta Test Report

Generated: 2026-02-17

System Info

Model	v20 (Production)
Architecture	IonisGate (203,573 params)
Pearson	+0.4879
RMSE	0.8617 sigma
Python	3.12.12
PyTorch	2.10.0
Device	mps
OS	Darwin 25.2.0
Install Token	ionis-ebe71a43c678

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Test Results

Test-1: Device Type

mps (Apple Silicon)

Test-2: Test Suite

62/62 PASS

Test-3: Good Path (FN31 > IO91, 20m, Kp 2)

-18.8 dB — WSPR/FT8 OPEN

Test-4: Marginal Path (DN46 > PM95, 15m, SFI 120)

-22.8 dB — WSPR OPEN only

Test-5: Storm Path (FN31 > IO91, 20m, Kp 7)

-25.2 dB — 6.4 dB worse than Test-3 (correct storm physics)

Test-6: My Good Path

• Path: DN46 > IO91, 20m
• Conditions: SFI 150, Kp 2, 14:00 UTC
• Predicted: -20.3 dB, WSPR/FT8 OPEN
• Matches experience: Yes

Test-7: My Bad Path

• Path: DN46 > QF22, 160m
• Conditions: SFI 80, Kp 5, 04:00 UTC
• Predicted: -28.3 dB, all modes closed
• Matches experience: Yes

Test-8: ADIF Log Validation

Log	QSOs	Recall	Notes
LoTW	33,546	25.72%	DN46, DN23, DN13
QRZ	47,309	26.49%	DN46, DN23, DN13
eQSL	23,877	N/A	No GRIDSQUARE field

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Comments

1. Physics verified: Storm degradation shows correct 6.4 dB cost
2. Mode pattern: Digital ~98%, CW ~37%, SSB ~8% recall
3. Band pattern: WARC bands highest recall, 160m/80m lowest
4. Static indices (SFI=150, Kp=2) limit recall to ~26%
5. eQSL export lacks grid fields — unusable for validation

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ionis-validate v0.2.3