rpi5
Target information
| Description | Value |
|---|---|
| Number of instances | 5 |
| Number of app types | 1 |
| Number of engines | 3 |
Target Instances
App Type: TYPE1
Test Failed Across Instances
| Instance | aidge | ort | tflite |
|---|---|---|---|
| rpi5-0002-0000 | 8/9 | 1/9 | 1/9 |
| rpi5-0002-0001 | - | 1/9 | 1/9 |
| rpi5-0002-0002 | - | 1/9 | 1/9 |
| rpi5-0002-0003 | - | 1/9 | 1/9 |
| rpi5-0002-0004 | - | 1/9 | 1/9 |
Inference Time Across Instances
Engine: aidge
Inference Time: Inference time across instances.
| Instance | DSCNN.onnx | DSCNN_int8.onnx | MobileNetV1.onnx | MobileNetV1_int8.onnx | Resnet.onnx | Resnet_int8.onnx | DeepAutoEncoder.onnx | DeepAutoEncoder_int8.onnx | DSCNN.tflite |
|---|---|---|---|---|---|---|---|---|---|
| rpi5-0002-0000 | N/A | N/A | N/A | N/A | N/A | N/A | 0.12 ms | N/A | N/A |
Engine: ort
Inference Time: Inference time across instances.
| Instance | DSCNN.onnx | DSCNN_int8.onnx | MobileNetV1.onnx | MobileNetV1_int8.onnx | Resnet.onnx | Resnet_int8.onnx | DeepAutoEncoder.onnx | DeepAutoEncoder_int8.onnx | DSCNN.tflite |
|---|---|---|---|---|---|---|---|---|---|
| rpi5-0002-0000 | 3.51 ms | 1.59 ms | 7.72 ms | 3.43 ms | 2.67 ms | 2.50 ms | 0.76 ms | 0.93 ms | N/A |
| rpi5-0002-0001 | 3.25 ms | 1.50 ms | 7.60 ms | 3.32 ms | 2.54 ms | 2.60 ms | 0.75 ms | 1.08 ms | N/A |
| rpi5-0002-0002 | 3.50 ms | 1.60 ms | 8.27 ms | 3.39 ms | 2.29 ms | 2.82 ms | 0.76 ms | 0.95 ms | N/A |
| rpi5-0002-0003 | 3.17 ms | 1.69 ms | 7.86 ms | 3.40 ms | 2.09 ms | 2.44 ms | 0.75 ms | 0.96 ms | N/A |
| rpi5-0002-0004 | 3.20 ms | 1.52 ms | 7.63 ms | 3.43 ms | 2.23 ms | 2.77 ms | 0.76 ms | 0.98 ms | N/A |
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 |
|---|---|---|---|---|---|---|---|---|---|
| rpi5-0002-0000 | 0.35 ms | 0.05 ms | 0.23 ms | 0.15 ms | 0.26 ms | 0.11 ms | 0.02 ms | 0.02 ms | N/A |
| rpi5-0002-0001 | 0.36 ms | 0.06 ms | 0.23 ms | 0.15 ms | 0.25 ms | 0.10 ms | 0.02 ms | 0.02 ms | N/A |
| rpi5-0002-0002 | 0.35 ms | 0.05 ms | 0.22 ms | 0.15 ms | 0.24 ms | 0.11 ms | 0.02 ms | 0.02 ms | N/A |
| rpi5-0002-0003 | 0.37 ms | 0.06 ms | 0.22 ms | 0.14 ms | 0.24 ms | 0.10 ms | 0.02 ms | 0.02 ms | N/A |
| rpi5-0002-0004 | 0.36 ms | 0.05 ms | 0.22 ms | 0.15 ms | 0.26 ms | 0.11 ms | 0.03 ms | 0.02 ms | N/A |