integration: complete GF-T train+infer stack (all 8 PRs, locally verified) (Refs #1764) - #1809

Merged

gHashTag merged 14 commits into

integration/gft-full-stack

Aug 6, 2026

Commits on Aug 6, 2026

feat(spec): end-to-end GF-T classifier (MLP -> GF-T logits -> argmax -> class)

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4d65a1a
feat(spec): GF-T argmax classification head (4 logits -> class index)

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294179e
feat: GF-T exp2 primitive + 4-neuron layer + classifier synth runbook

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01f209b
feat(spec): GF-T reciprocal primitive + complete GF-T softmax

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039b973
feat(spec): GF-T log2 primitive + cross-entropy (NLL) loss

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cd9645c
feat(spec): GF-T softmax+cross-entropy gradient (the backward pass)

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5acae1f
feat(spec): GF-T SGD weight update w' = w - eta*g (training loop closed)

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79417e3
demo: GF-T learns -- end-to-end on-device training proof

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f7bf54a
docs: RTL-in-the-loop validation of the GF-T training demo

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1607929
integrate feat/gft-classifier4
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b0bd7fc
integrate feat/gft-sgd-step
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a0835d2
integrate feat/gft-training-demo
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dded615
demo: GF-T learning generalizes to held-out data (100% test accuracy)

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57f5345
feat: GF-T ReLU primitive + 2-layer deep-learning demo (solves XOR)

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