Commit Graph
2 Commits
Author SHA1 Message Date
Mathew Beaneandclaude-flow 7af5477f04 fix(scripts): parse the ADR-018 header layout in the UDP capture scripts
Both capture scripts decoded a header layout the firmware does not send.
csi_collector.c and esp32_parser.rs use: magic u32 @0, node_id @4,
n_antennas @5, n_subcarriers u16 @6, freq_mhz u32 @8, sequence u32 @12,
rssi i8 @16, noise_floor i8 @17, ppdu_type @18, flags @19, then
n_antennas * n_subcarriers int8 I/Q pairs from @20.

- collect-training-data.py read a 16-byte header and int16 I/Q, so its
  length check rejected every real single-antenna frame. It now reads the
  20-byte header and int8 pairs, records freq/channel/seq/ppdu/flags, and
  lets the recorder stamp receive time (the header has no timestamp).
- record-csi-udp.py read rssi from byte 6 and channel from byte 7 (the
  n_subcarriers bytes) and treated bytes 8-19 as I/Q, so a 64-subcarrier
  frame came out as 70 subcarriers with header bytes in the first six
  amplitudes. It now checks the magic, reads the real fields, and writes
  only the I/Q block to iq_hex.
- Add scripts/tests/test_capture_adr018.py, which builds frames with the
  esp32_parser.rs test layout and checks the decoded fields.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-10-02 22:01:22 -04:00
ruv c63cf2ee77 feat: GCloud GPU training pipeline + data collection + benchmarking
- gcloud-train.sh: L4/A100/H100 VM provisioning, Rust build, training
  with --cuda, artifact download, auto-cleanup ($0.80-$8.50/hr)
- training-config-sweep.json: 10 hyperparameter configs (LR, batch,
  backbone, windows, loss weights, warmup)
- collect-training-data.py: UDP listener for 2-node ESP32 CSI recording
  to .csi.jsonl with interactive/batch labeling and manifest generation
- benchmark-model.py: ONNX latency/throughput/PCK/FLOPs profiling with
  multi-model sweep comparison

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-04-02 22:04:57 -04:00