2026-04-28 - Phi Full Fused Topology Runs in One E5 Stream

Intent: Move from pairwise private E5 correctness to an N-op private stream for the whole best public Phi topology, 16+8+6+2.

Setup: Added --manual-chain-all to e5_two_op_stream_probe, accepting multiple positional .mlmodelc paths. The path loads every operation into one MLE5ExecutionStream, binds normal inputs/state for each operation, raw-binds stageN.hidden memory into stageN+1.x, raw-prepares/encodes all operations, then executes the stream once. Generalized phi_public_two_call_probe so the public reference can run the same ordered shard list in a separate process.

Result: PASS. The private one-stream output matches public sequential CoreML at every stage for phi4mini_layer0_16_q8 -> phi4mini_layer16_24_q8 -> phi4mini_layer24_30_q8 -> phi4mini_layer30_32_q8: sums 4412.64955, 4590.85129, 4822.46835, and final -196.834778 in both paths.

Surprise / hurdle: Once the raw memory bridge was explicit, no extra event/sync-point work was needed for the four-op fused stack correctness probe.

Lesson: The public CoreML layer-shard roundtrip can be bypassed for Phi fused layer shards by constructing one E5 stream and wiring hidden edges with raw E5RT memory-object binds.

Next: Turn the validated probe into a profiled decode path, then compare latency/energy against the current public 17.143 tok/s runtime before deciding whether the private path is worth productizing.

Refs: research/ANE_CHAIN_SCHEMA.md