ADRs tagged dnn¶
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51 ADR(s) carry this tag.
| ID | Title |
|---|---|
| ADR-0020 | Tiny-AI scope covers all four capabilities |
| ADR-0022 | Inference runtime is ONNX Runtime via execution providers |
| ADR-0023 | Tiny-AI user surfaces span CLI, C API, ffmpeg, and training |
| ADR-0036 | Tiny-AI Wave 1 scope expanded beyond D20–D23 |
| ADR-0039 | Pull forward runtime op-allowlist walk and model registry |
| ADR-0040 | Extend DNN session API to multi-input/multi-output with named bindings |
| ADR-0041 | Ship LPIPS-SqueezeNet FR extractor with inverse-ImageNet in graph |
| ADR-0042 | Tiny-AI PRs must ship human-readable docs in the same PR |
| ADR-0102 | DNN execution-provider selection is ordered + graceful, fp16_io does a host-side cast |
| ADR-0107 | Tiny-AI Wave 1 scope expanded beyond ADR-0020 through ADR-0023 |
| ADR-0111 | Coverage gate lcov → gcovr with ORT in the coverage job |
| ADR-0112 | Testability surface for ort_backend.c static helpers |
| ADR-0113 | ORT CreateSession fallback to CPU + multi-EP CI install |
| ADR-0114 | Per-file coverage-gate overrides for ort_backend.c + dnn_api.c |
| ADR-0120 | DNN-enabled matrix legs across compilers + macOS |
| ADR-0170 | vmaf_pre extended to 10/12-bit and optional chroma (T6-4) |
| ADR-0207 | Tiny-AI Quantization-Aware Training (QAT) — design |
| ADR-0211 | Tiny-model registry schema + Sigstore --tiny-model-verify |
| ADR-0215 | FastDVDnet temporal pre-filter — 5-frame window, placeholder weights |
| ADR-0218 | MobileSal saliency feature extractor (T6-2a) |
| ADR-0223 | 0223-transnet-v2-shot-detector.md |
| ADR-0235 | Codec-aware FR regressor (fr_regressor_v2) |
| ADR-0236 | 0236-dists-extractor.md |
| ADR-0244 | vmaf_tiny_v2 — canonical-6 + StandardScaler tiny VMAF MLP |
| ADR-0250 | Tiny-AI extractor template — shared scaffolding header |
| ADR-0255 | FastDVDnet temporal pre-filter — real upstream weights via luma adapter (T6-7b) |
| ADR-0257 | MobileSal real-weights swap deferred (T6-2a-followup blocker) |
| ADR-0261 | TransNet V2 shot-boundary detector — real upstream weights via NTCHW adapter (T6-3a-followup) |
| ADR-0265 | U-2-Net u2netp saliency replacement blocked on weights distribution + op allowlist |
| ADR-0272 | fr_regressor_v2 codec-aware scaffold (Phase B prereq) |
| ADR-0286 | Fork-trained saliency student saliency_student_v1 on DUTS-TR |
| ADR-0287 | vmaf_tiny_v5 — corpus expansion (4-corpus + YouTube UGC vp9 subset) |
| ADR-0364 | saliency_student_v2 — Resize-decoder ablation on the v1 recipe |
| ADR-0365 | Wire the CoreML execution provider into tiny-AI ORT dispatch |
| ADR-0374 | Build-time-optional public APIs return -ENOSYS when disabled |
| ADR-0389 | vmaf_tiny_v3 — wider/deeper mlp_medium tiny VMAF MLP |
| ADR-0396 | Video-temporal saliency extension to saliency_student_v1 |
| ADR-0405 | Wire OpenVINO NPU execution provider into the tiny-AI dispatch layer |
| ADR-0412 | Fork-local release-artefact mirror scaffold for u2netp.pth (Apache-2.0) |
| ADR-0444 | Promote saliency_student_v2 to production default |
| ADR-0518 | Tiny-model loader accepts external-data and feature-vector ONNX |
| ADR-0520 | Wire vmaf --no-reference through to the scoring path |
| ADR-0522 | --tiny-codec / --tiny-preset / --tiny-crf populate codec one-hot block |
| ADR-0524 | Tiny-model loader accepts symbolic batch dim |
| ADR-0550 | Auto-resize input plane to NR tiny-model dims + --tiny-resize flag |
| ADR-0618 | Content-Aware Classifier for Encoder Routing |
| ADR-0639 | Scaffold-audit P1 — backend precheck, HIP picture, mobilesal bpc, DNN multi-output |
| ADR-0646 | Route Attached DNN Multi-Output Tensors |
| ADR-0660 | Tiny-AI extractors check DNN availability before model paths |
| ADR-0671 | U2NetP Mirror Exporter |
| ADR-0775 | DNN ORT Backend Audit Findings |