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CollectedMetrics.md

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Metrics collected from ESP32 S3 DEV KIT

Memory Total: 512 KiB (power of 2)

Usable Memory: 320 KiB (power of 2)

Flash Total: 8 MiB (power of 2)

Unique Manufacturer Serial Number: 806599A243DC

Mac Address: 80:65:99:A2:43:DC

Chapman ECG Dataset

Lead Two ECG Data

Model Accuracy (ONLINE) Precision (ONLINE) Execution Speed (μs) Model Arena Size (KB) Model Size (KB) Memory Used (KB) (Total) Flash Size (KB) (Total) Power consumption Frequency (DFS OFF)
MLP 90% 90% 86 (avg) 4.700 6.308 23.332 314.449 138 mW (avg) 240 MHz (avg)

Note: While calculating memory and flash we used power of 10 instead of power of 2.

Per Ops Wise Execution Time

Operation FULLY_CONNECTED (number 0) executed in 33 microseconds.
Going to sleep for a half Second
Operation FULLY_CONNECTED (number 1) executed in 31 microseconds.
Going to sleep for a half Second
Operation FULLY_CONNECTED (number 2) executed in 8 microseconds.
Going to sleep for a half Second
Operation SOFTMAX (number 3) executed in 14 microseconds.
Going to sleep for a half Second