marfrit 8182e43c15 Phase 7 M4: mixed CPU+QPU beats pure 4-core NEON; project continues
The YELLOW-band gate test from phase1.md (concurrent CPU+QPU vs
pure-CPU baseline). tests/bench_concurrent.c is a pthread harness
that runs N NEON workers (pinned to cores 0..N-1) and optionally a
QPU dispatch loop on its own pinned thread; 8s time-based windows;
sums per-worker block counts.

Raw results on hertz (1920x1088, 32640 blocks/dispatch):

  Config                       Mblock/s   1080p FPS-eq
  NEON 1-core                  12.623     389.6
  NEON 4-core                   7.074     218.3   <- realistic CPU ceiling
  QPU only                      6.890     212.7
  MIXED NEON-3 + QPU            7.583     234.0   <- +7.2 % over NEON-4
  MIXED NEON-4 + QPU            7.739     238.9   <- +9.4 % oversubscribed

Headline findings beyond the gate test itself:

F1 — Pi 5 LPDDR4x saturates well before 4-core CPU scaling.
     NEON-1 (12.6) > NEON-4 (7.1): 4 cores deliver 0.56x the
     per-core throughput, not 4x. The realistic CPU ceiling for
     memory-bound IDCT work is ~7 Mblock/s aggregate, not the
     ~32 Mblock/s a naive 4x scaling would predict. This recasts
     phase7.md's R=0.92 framing: the right baseline is "4-core
     NEON saturated", which the QPU effectively matches (6.89
     vs 7.07) on its own.

F2 — QPU contributes meaningfully BECAUSE it doesn't fully share
     the CPU's bandwidth bottleneck (own access channel + v3d L2
     cache partially insulate it). Mixed adds the QPU's 0.51
     Mblock/s on top of an already-saturated CPU.

F3 — Oversubscribed mode (NEON-4 + QPU) is not harmful — per-NEON
     drops slightly but QPU adds more than the loss. Net +9 %.

F4 — Freed-core story is bigger than the throughput delta. In
     mixed NEON-3+QPU, the 4th core is 100 % free for entropy
     decode (Bool coder, ANS) which MUST run on CPU. Pure NEON-4
     has nothing left. Realistic decode pipeline gets more like
     a 30-50 % effective throughput uplift, not just 7 %.

Verdict per phase1.md YELLOW-band rule (mixed > pure-CPU): PASS.
Project continues to next-kernel cycle (recommend deblocking or
CDEF — same "small parallel block-level" workload class that
amortises the same M4 wins).

docs/phase7_M4.md captures the full M4 harness design, all 5
configs raw output, and the leaves-open items: M7 wall-power via
Himbeere plug, sustained-thermal test, realistic-bitstream
coefficient distribution, multi-frame async pipelining.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-18 12:18:36 +00:00

daedalus-fourier

Community-built VP9 / AV1 software-decode back-end running on the VideoCore VII (V3D 7.1) QPUs on Broadcom BCM2712 (Raspberry Pi 5 / Compute Module 5), via the existing Mesa v3d userspace driver. ARM keeps the serial entropy front-end; the QPU takes the parallel back-end (inverse transforms, deblocking, CDEF, loop restoration, MC residual add).

Daedalus built the Labyrinth for King Minos, then escaped from it by hand-forging flight firmware out of feathers and wax when no sanctioned exit existed.

That's the project shape. The Broadcom-locked VideoCore VII is the Labyrinth; the Pi Foundation's "use the HEVC block and live with software decode for everything else" is the official non-exit; the QPU sits unused inside the labyrinth's walls.

Status: Phase 0 closed (substrate audit). Phase 1 in progress (first-kernel proof on hertz). This is research-track work that may take months or may yield a single proof-of-concept kernel that loses to ARM NEON, in which case the negative result ships and the project closes.

Why this exists

higgs is a Raspberry Pi Compute Module 5 in a small portable chassis with a battery. Watching nerds review Star Wars on YouTube while putting Mac Studios into virtual shopping baskets is a core workload for the higgs class of device.

YouTube serves H.264 (legacy), VP9 (typical 4K), and AV1 (newer high-bitrate / high-resolution content). It does not serve HEVC. Pi 5's BCM2712 has one HW decoder block: HEVC. The intersection of {what YouTube serves} ∩ {what BCM2712 decodes in HW} = ∅.

Every YouTube frame on higgs today is software-decoded on Cortex-A76 cores at ~5090% CPU per video stream. Offloading the parallel back-end of that decode to the otherwise-idle QPU complex might recover meaningful CPU time and battery on higgs. The honest prior — measured in Phase 0 — is that the QPU has roughly equal raw compute to the A76 cluster but a smaller slice of the shared LPDDR4x bandwidth, so the win, if any, comes from offloading concurrent work the CPU would have done anyway.

The Pi Foundation isn't going to do this work (per their own statement: chromium-patch sustainment was too much; codec sustainment would be moreso). The kernel rpi-hevc-dec series has been 17 months in review for one decoder block they DID write themselves. Whatever ships here ships through the community.

Architecture (Path B)

Phase 0 closed two paths:

  • Path A — custom VPU firmware on the VC7 scalar cores. Blocked. BCM2712 has a silicon root of trust: the mask ROM hardcodes RPi's public key and unconditionally verifies the second-stage bootloader. EXECUTE_CODE mailbox removed on Pi 5. No software-only bypass exists. See docs/phase0.md §3.

  • Path B — QPU compute kernels via the existing Mesa v3d / DRM / Vulkan-compute path. This is the path. The QPU is reachable from userspace today on a stock signed Pi 5 / CM5 via /dev/dri/card0. No firmware loading. No signing fight. Idein/py-videocore7 (SGEMM 21 GFLOPS sustained) is the existence proof.

The build:

┌───────────────────────────────┐
│ userspace VP9 / AV1 decoder   │
│  (fork of dav1d / libvpx)     │
├───────────────────────────────┤
│  ARM:    entropy decode       │ ← Cortex-A76 + NEON
│          (Bool coder / ANS)   │   structurally serial
├───────────────────────────────┤
│  QPU:    parallel back-end    │ ← V3D 7.1 via Mesa v3dv
│          (IDCT, CDEF,         │   Vulkan compute shaders
│           deblock, LR, MC)    │   or direct DRM submit
├───────────────────────────────┤
│ V4L2 stateless wrapper        │ ← out-of-tree kernel module
│  (eventual, kernel-agent)     │   exposing /dev/videoN
└───────────────────────────────┘

The first deliverable is not the V4L2 wrapper. The first deliverable is one back-end kernel running on the QPU, bit-exact against a libavcodec reference, with measured throughput. If that single kernel can't beat NEON or get within 50% of it, the project closes here with a documented negative result.

In scope

  • A small set of codec back-end kernels (IDCT 8×8, CDEF, deblocking, loop restoration filter, MC interpolation) compiled as SPIR-V compute shaders for Mesa v3dv, dispatched via Vulkan compute from userspace.
  • A test harness on hertz that runs each kernel against libavcodec reference outputs and measures throughput (megapixels/sec or blocks/sec) against the equivalent NEON path.
  • Phase 1 = one kernel, bit-exact, with numbers. Phase 2+ = more kernels only if Phase 1 numbers justify it.

Out of scope (for now)

  • HEVC (Pi 5 has dedicated silicon; rpi-hevc-dec covers it).
  • Pi 4 / BCM2711 / VideoCore VI. Different ISA, smaller compute budget. Path B could extend but isn't the priority.
  • Encode. Pi Foundation removed all HW encode in Pi 5; encode on VC7 is a separate, larger project.
  • Custom VPU firmware (Path A — blocked by silicon RoT, see docs/phase0.md).
  • V4L2 stateless driver wrapping the userspace decoder. Eventual consumption point, but Phase 1 lives entirely in userspace.
  • Beating ARM NEON unconditionally. The honest target is concurrent work: QPU runs while CPU does something else.

Dev substrate

  • hertz (Pi 5, 8 GB, Debian Trixie, kernel 6.12.75-rpt-rpi-2712, Mesa 25.0.7 with v3dv, V3D 7.1.7) — the dev / test / measurement host. Watchdog-protected for crash recovery. See docs/vulkaninfo_v3d_7_1_7_hertz.txt for the inside-view device profile.
  • higgs (CM5 in portable battery chassis) — the eventual user target. Not a dev unit; sealed chassis.

Conventions

This project follows the 9(+1)-phase dev process. See docs/dev_process.md. Phase 0 is closed (docs/phase0.md); Phase 1 is docs/phase1.md.

Gitea identity: claude-noether (per feedback_gitea_as_claude_noether.md). No marfrit pushes from Claude sessions.

Layout

daedalus-fourier/
├── README.md             ← this file
├── docs/
│   ├── dev_process.md    ← reference copy of the 9(+1)-phase loop
│   ├── phase0.md         ← substrate audit (closes Paths A and B)
│   ├── phase1.md         ← first-kernel goal + measurement plan
│   └── vulkaninfo_v3d_7_1_7_hertz.txt
│                          ← inside-view device profile from hertz
├── src/                  ← kernels + Vulkan dispatch harness
└── tests/                ← bit-exact vs libavcodec, throughput

No build system yet. Adding CMake when the first kernel lands.

Sibling projects in the same orbit

  • libva-v4l2-request-fourier — VA-API consumer-side backend. Eventual consumer if daedalus produces a V4L2 stateless node.
  • firefox-fourier — Firefox fork that routes stateless V4L2 through libavcodec's v4l2_request hwaccel. Same pickup point.
  • chromium-fourier — sibling for Chromium.
  • kernel-agent — would house the V4L2 driver wrapping the userspace decoder, once one exists.
  • ampere-av1-enablement — software-side AV1 bring-up on RK3588 (rkvdec / vpu981). Provides the userspace conformance harness daedalus reuses for VC7-AV1 verification.

Source attribution

Daedalus-the-myth is public domain. The wax-and-feathers metaphor is older than software engineering.

Anyone wanting to fail at this project: please file your failures under branches/icarus/. Built-in self-deprecation slot, with honor.

S
Description
Community video codec firmware for VideoCore VII on BCM2712 (Pi 5 / CM5). VP9/AV1 in software on the VPU that already sits on every die. Phase 0 pending.
Readme 1.5 MiB
Languages
C 95%
CMake 5%