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X-Edge AI

Release Notes

What changed in each release, filtered to what matters for operators running an edge box. For how versions are reported on your device, see Versions & Updates.

Latest

Section titled “Latest”

Execution-provider modes for edge hardware

Section titled “Execution-provider modes for edge hardware”
  • The runtime now classifies its execution provider explicitly: TensorRT, CUDA, or CPU. GPU boxes prioritize GPU acceleration by default and fall back gracefully if a GPU library is unavailable.
  • A strict mode can turn a silent CPU fallback into a startup failure, so a GPU box never quietly runs on CPU.
  • The dashboard now shows the active execution provider so you can confirm what your box is really using. See Monitoring.

CSV output datasource

Section titled “CSV output datasource”
  • A new CSV output writes prediction results to rotating CSV files, with configurable file size, rotation, and flush behavior. See Output Datasources.

Reliability & observability

Section titled “Reliability & observability”
  • Honest CPU temperature. When a box has no readable CPU thermal sensor, the dashboard now shows N/A instead of a misleading 0 °C.
  • Disk space reclamation. The metrics database now returns freed space to the operating system after its retention sweep, and caps total rows so a traffic burst can’t fill the disk.
  • Accurate runtime status. The Model Manager runtime card no longer shows a false “Desync” when idle or warming up.

Hardened containers

Section titled “Hardened containers”
  • All services now run as non-root users.
  • The web frontend listens on an unprivileged port internally (host ports are unchanged).

v0.5 — Inference observability dashboard

Section titled “v0.5 — Inference observability dashboard”
  • Latency decomposition (queue / pre-process / model exec / post-process)
  • Window & bucket controls for time aggregation
  • Per-model latency thresholds

v0.4 — Datasource platform

Section titled “v0.4 — Datasource platform”
  • OPC-UA, MQTT, and Modbus TCP adapters
  • Rate limiting and backpressure reporting

v0.3 — Model lifecycle

Section titled “v0.3 — Model lifecycle”
  • Model versioning and staged promotion

v0.2 — Web dashboard

Section titled “v0.2 — Web dashboard”
  • Live, push-driven dashboard updates
  • Role-based access control and an audit log