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heliaPROFILER
Reference
HELIA

Compatibility table

Answer “does this engine and toolchain run on this board” from records rather than from memory. Every cell names one of four states and every non-empty state points at its source.

None. To reproduce a hardware-validated cell you need the board named in the row and the Batch runs from YAML recipe, which is the nightly workflow.

Cell Meaning Source that can set it
hardware-validated a case with this board, engine and toolchain passed in a recorded run of .github/workflows/hardware-validation.yml the run’s validation_manifest.json
compile-only firmware for this combination built in CI without a board a recorded compile result; the historical matrices below do not use this status
experimental the sources label the target best-effort and outside the compatibility guarantees guide/boards.mdx, the board’s config comments, platform/board.py (is_fpga)
unknown no record either way the absence of a source

The board list is hpx boards, in registry order (platform/registry.py, list_boards()); channel is the registry’s stable or preview field. The toolchains are the Toolchain enum in vocab.py: arm-none-eabi-gcc and its alias gcc are one column, since both resolve to the GNU Arm Embedded toolchain; armclang is Arm Compiler 6; atfe is the Arm Toolchain for Embedded. The engines are the EngineType enum.

The matrices summarize a dated run, not a guarantee for every later version. An engine cell and a toolchain cell do not establish every possible pairing. Use the run record and compatibility baseline to check the exact revisions and combinations you need.

Board Channel Core heliaRT heliaAOT TFLM ExecuTorch
apollo3p_evb stable Cortex-M4 hardware-validated hardware-validated hardware-validated unknown
apollo3p_evb_cygnus preview Cortex-M4 unknown unknown unknown unknown
apollo4p_evb preview Cortex-M4 unknown unknown unknown unknown
apollo4l_evb preview Cortex-M4 unknown unknown unknown unknown
apollo4l_blue_evb preview Cortex-M4 hardware-validated hardware-validated hardware-validated unknown
apollo4p_blue_kbr_evb preview Cortex-M4 unknown unknown unknown unknown
apollo4p_blue_kxr_evb preview Cortex-M4 unknown unknown unknown unknown
apollo510_evb stable Cortex-M55 hardware-validated hardware-validated hardware-validated hardware-validated
apollo510b_evb preview Cortex-M55 unknown unknown unknown unknown
apollo5b_evb preview Cortex-M55 unknown unknown unknown unknown
apollo330mP_evb preview Cortex-M55 hardware-validated hardware-validated hardware-validated hardware-validated
apollo510dL_evb preview Cortex-M55 unknown unknown unknown unknown
atomiq110_fpga_turbo preview Cortex-M55 (FPGA) experimental experimental experimental experimental
Board GNU Arm (arm-none-eabi-gcc, gcc) Arm Compiler 6 (armclang) ATfE (atfe)
apollo3p_evb hardware-validated unknown hardware-validated
apollo3p_evb_cygnus unknown unknown unknown
apollo4p_evb unknown unknown unknown
apollo4l_evb unknown unknown unknown
apollo4l_blue_evb hardware-validated unknown unknown; the nightly run skipped every ATfE case with “NSX board module nsx-board-apollo4l-blue-evb does not declare the atfe toolchain”
apollo4p_blue_kbr_evb unknown unknown unknown
apollo4p_blue_kxr_evb unknown unknown unknown
apollo510_evb hardware-validated unknown hardware-validated
apollo510b_evb unknown unknown unknown
apollo5b_evb unknown unknown unknown
apollo330mP_evb hardware-validated unknown hardware-validated
apollo510dL_evb unknown unknown unknown
atomiq110_fpga_turbo experimental experimental experimental

3. The record behind every hardware-validated cell

Section titled “3. The record behind every hardware-validated cell”

Nightly hardware validation run 35078330526 of 2026-09-16, suite complete, hpx 0.1.6 at source commit 0714893 (the runner’s tree was not clean, per the manifests’ repo.dirty), over the MLPerf Tiny models kws, vww, ic and ad:

Board Cases Passed Engines run Toolchains run
apollo510_evb 32 32 heliaRT, heliaAOT, TFLM, ExecuTorch GNU Arm, ATfE
apollo330mP_evb 32 32 heliaRT, heliaAOT, TFLM, ExecuTorch GNU Arm, ATfE
apollo3p_evb 24 24 heliaRT, heliaAOT, TFLM GNU Arm, ATfE
apollo4l_blue_evb 24 12 passed, 12 skipped heliaRT, heliaAOT, TFLM GNU Arm (ATfE skipped)

Nine of the run’s bundles ship in the repository under examples/results/hardware-validation-2026-09-16/, described on Batch runs from YAML; each nsx.lock records the module revisions the cell was validated with. An armclang case does not exist in the nightly suite, so no cell in that column is hardware-validated. ExecuTorch cases exist only for Cortex-M55 boards and only for models carrying an ExecuTorch variant (validation/matrix.py), so the Cortex-M4 rows record unknown for it: no case was enumerated, and no other source states support either way.

A cell you can act on: hardware-validated means the cited run passed at its recorded revisions; Batch runs from YAML explains how to test your setup; experimental means the wording on Boards and targets applies; unknown means the records cited on this page do not establish the combination. It is not evidence of either support or failure.

Compatibility baseline for the module and engine revisions hpx qualifies; Boards and targets and Engines for what each row and column means.