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osobhandClaude Fable 5 73102b71cf
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feat(transformers): real compute in orchestrator modalities and attention planner
- orchestrator_core: execute_classical is genuine seeded QKV
  self-attention; execute_flash_attention delegates to
  rtx_flash_attention::flash_attention_forward (8-head reshape, clear
  Err on indivisible hidden); execute_hybrid composes the two;
  execute_edge/execute_distributed return explicit
  "modality not implemented" errors instead of fake success — which
  makes the previously-dead fallback_modalities retry loop real.
- tensor_core_kernels: AttentionComputationOptimizer::execute
  dispatches Standard/Online to scaled_dot_product_attention, Flash to
  rtx-flash-attention, Approximated to an explicit Err (no
  approximation kernel exists; refuses to compute exact attention
  under an approximated label).
- 10 new always-on tests incl. flash-vs-standard 1e-3 agreement and an
  Edge->Distributed->Classical fallback end-to-end.
- docs/consolidation.md updated: both entries moved from
  scaffolding/no-op-stub status to real dispatch descriptions.

982 rtx-transformers lib tests pass.

Co-Authored-By: Claude Fable 5 <[email protected]>
2026-07-10 07:06:50 -07:00
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