quantized duplicated precisions.json, which is authoritative for the
quantized/non-quantized partition. default expressed a per-repository
recommendation nothing consumed: the library resolves its own per-platform
default. Both are gone from the schema.
Adds library_name to the model card, and pipeline_tag where it was missing.
Brings the config and card licenses into agreement, and repairs the variant
declarations that did not match the files actually published here.
fp16 and fp32 were kept side by side pending review; they are indistinguishable in use (86.3% box agreement at IoU 0.9; confirmed visually identical on device), and fp32 is both slower and twice the size while being structurally unable to run on the ANE.
The config is republished alongside. For ssdlite320 this also corrects the declared input shape: the published config said [1,3,320,320] while the model accepts [3,320,320], so set_inputs failed against its own contract.
v0.9.0 and below are untouched.
NOTES: correct the fp16-slower claim, it was run-to-run noise
An earlier revision said Core ML fp16 is slower than its own fp32 for this model (9.7 vs 9.2 ms). That was a single run and did not reproduce; a repeat gave 9.6 fp32 vs 9.5 fp16. Both gaps are inside ~0.5 ms run-to-run variance. The correct statement is that fp16 buys no speed here.
Root cause added: the ANE is a net loss for this model. Pinning compute_unit=CPU_ONLY gives 7.2 ms vs 9.5 ms for the default ALL, a 24% gain, which also makes the MLX margin 2.4x rather than 1.75x.
Remove MLX artifacts: slower than Core ML on device
MLX measured slower than Core ML on an iPhone 16 for this model, at matched fp32 precision and against the shipped Core ML fp16 build. These exporters only ever declared an MLX fp32 variant, so fp32-vs-fp32 is the fair and conservative comparison, and MLX still loses it.
The .pte and config.json are removed; each mlx/ dir keeps a NOTES.md with this model's own measurements. The exporter is retained in export-scripts so this can be re-tested against a future ExecuTorch/MLX release.
MLX for these models was only ever published on main / v0.10.0; no tag at v0.9.0 or below carried it. v0.9.0 and below are untouched.
