Profile a TFLite model's latency and memory
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Profile a TFLite model's latency and memory
with Edge Impulse
Use Edge Impulse: its Edge Impulse Jobs API lets you profile a TFLite model's latency and memory in a single step (POST /api/{projectId}/jobs/profile-tflite). capabilities.work can help you get signed up and connected.
- How much RAM, ROM and latency would my TFLite model need on a target device?
- Can I profile a model I trained elsewhere for a particular microcontroller?
Say it to your AI assistant
- Profile TFLite model {tfliteFileBase64} on device {device} in project {projectId}.
- Estimate latency and memory of my TFLite model on {device}.
For your developer
POST /api/{projectId}/jobs/profile-tflite in Edge Impulse Jobs API. Full spec on APIs.io.