dAIEdge-VLab Weekly Tests

stm32l4r9

stm32l4r9

Target information

Description	Value
Number of instances	1
Number of app types	1
Number of engines	3

Target Instances

stm32l4r9-0002-0000

App Type: TYPE1

Test Failed Across Instances

Instance	stedgeai	tflite	x-cube-ai
stm32l4r9-0002-0000	2/16	4/9	9/16

Inference Time Across Instances

Engine: stedgeai

✅

Inference Time: Inference time across instances.

Instance	DSCNN.tflite	DSCNN.onnx	DSCNN_int8.tflite	DSCNN_int8.onnx	MobileNetV1.tflite	MobileNetV1.onnx	MobileNetV1_int8.tflite	MobileNetV1_int8.onnx	Resnet.tflite	Resnet.onnx	Resnet_int8.tflite	Resnet_int8.onnx	DeepAutoEncoder.tflite	DeepAutoEncoder.onnx	DeepAutoEncoder_int8.tflite	DeepAutoEncoder_int8.onnx
stm32l4r9-0002-0000	276.86 ms	258.56 ms	43.64 ms	82.82 ms	798.18 ms	798.17 ms	N/A	211.30 ms	970.67 ms	970.67 ms	N/A	214.92 ms	21.28 ms	21.28 ms	5.50 ms	21.36 ms

Engine: tflite

✅

Inference Time: Inference time across instances.

Instance	DSCNN.tflite	DSCNN_int8.tflite	MobileNetV1.tflite	MobileNetV1_int8.tflite	Resnet.tflite	Resnet_int8.tflite	DeepAutoEncoder.tflite	DeepAutoEncoder_int8.tflite	DSCNN.onnx
stm32l4r9-0002-0000	N/A	90.93 ms	N/A	310.67 ms	N/A	381.95 ms	200.91 ms	7.97 ms	N/A

Engine: x-cube-ai

✅

Inference Time: Inference time across instances.

Instance	DSCNN.tflite	DSCNN.onnx	DSCNN_int8.tflite	DSCNN_int8.onnx	MobileNetV1.tflite	MobileNetV1.onnx	MobileNetV1_int8.tflite	MobileNetV1_int8.onnx	Resnet.tflite	Resnet.onnx	Resnet_int8.tflite	Resnet_int8.onnx	DeepAutoEncoder.tflite	DeepAutoEncoder.onnx	DeepAutoEncoder_int8.tflite	DeepAutoEncoder_int8.onnx
stm32l4r9-0002-0000	307.54 ms	N/A	N/A	N/A	848.37 ms	848.37 ms	N/A	N/A	899.45 ms	899.54 ms	N/A	N/A	20.35 ms	20.35 ms	N/A	N/A

Inference time across applications