stm32l4r9
stm32l4r9
Target information
| Description | Value |
|---|---|
| Number of instances | 1 |
| Number of app types | 2 |
| Number of engines | 2 |
Target Instances
App Type: TYPE1
Test Failed Across Instances
| Instance | x-cube-ai | tflite |
|---|---|---|
| c-stm32l4r9-0000-000… | 40/43 | 21/23 |
Inference Time Across Instances
Engine: x-cube-ai
Inference Time: Inference time across instances.
| Instance | keypoint_classifier.tflite | st_efficientnet_lc_v1_128_tfs_int8.tflite | efficientnet_b0_Opset16.onnx | efficientnet-lite4-11-int8.onnx | fdmobilenet_0.25_128_tfs_int8.tflite | st_fdmobilenet_v1_224_tfs_int8.tflite | mobilenet_v1_0.5_224_tfs_int8.tflite | mobilenet_v2_0.35_224_tl_int8.tflite | mobilenetv2-12-int8.onnx | mobilenetv2-12.onnx | mobilenetv3_large_100_miil_in21k_Opset17_timm.onnx | resnet_v1_32_32_tfs_int8.tflite | resnet50-v1-12-int8.onnx | dla60_res2net_Opset16.onnx | resnet34_Opset16.onnx | squeezenetv1.1_224_tfs_int8.tflite | squeezenet1.0-12-int8.onnx | miniresnet_2stacks_64x50_tl_int8.tflite | miniresnetv2_2stacks_64x50_tl_int8.tflite | yamnet_256_64x96_tl_int8.tflite | ssd_mobilenet_v2_fpnlite_100_416_int8.tflite | mnist-12-int8.onnx | mnist-7.onnx | bvlcalexnet-12-int8.onnx | st_yolo_lc_v1_256_int8.tflite | tiny_yolo_v2_416_int8.tflite | tinyyolov2-8.onnx | YOLOv5.tflite | st_ssd_mobilenet_v1_025_256_int8.tflite | ssd_mobilenet_v1_12-int8.onnx | ssd-12-int8.onnx | movenet_singlepose_lightning_192_float.tflite | movenet_singlepose_lightning_192_int8.tflite | movenet_lightning_heatmaps_256_int8_pt.tflite | movenet_singlepose_thunder_256_float.tflite | st_movenet_lightning_heatmaps_192.onnx | deeplab_v3_mobilenetv2_05_16_512_asppv1_int8.tflite | deeplab_v3_mobilenetv2_05_16_512_asppv1_int8_f32.tflite | udnie-8.onnx | pointilism-9.onnx | candy-8.onnx | arcfaceresnet100-11-int8.onnx | age_googlenet.onnx |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| c-stm32l4r9-0000-000… | 0.17 ms | N/A | N/A | N/A | 100.84 ms | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 67.66 ms | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
Engine: tflite
Inference Time: Inference time across instances.
| Instance | keypoint_classifier.tflite | st_efficientnet_lc_v1_128_tfs_int8.tflite | fdmobilenet_0.25_128_tfs_int8.tflite | st_fdmobilenet_v1_224_tfs_int8.tflite | mobilenet_v1_0.5_224_tfs_int8.tflite | mobilenet_v2_0.35_224_tl_int8.tflite | resnet_v1_32_32_tfs_int8.tflite | squeezenetv1.1_224_tfs_int8.tflite | miniresnet_2stacks_64x50_tl_int8.tflite | miniresnetv2_2stacks_64x50_tl_int8.tflite | yamnet_256_64x96_tl_int8.tflite | ssd_mobilenet_v2_fpnlite_100_416_int8.tflite | st_yolo_lc_v1_256_int8.tflite | tiny_yolo_v2_416_int8.tflite | YOLOv5.tflite | st_ssd_mobilenet_v1_025_256_int8.tflite | movenet_singlepose_lightning_192_float.tflite | movenet_singlepose_lightning_192_int8.tflite | movenet_lightning_heatmaps_256_int8_pt.tflite | movenet_singlepose_thunder_256_float.tflite | deeplab_v3_mobilenetv2_05_16_512_asppv1_int8.tflite | deeplab_v3_mobilenetv2_05_16_512_asppv1_int8_f32.tflite | efficientnet_b0_Opset16.onnx |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| c-stm32l4r9-0000-000… | 0.97 ms | N/A | N/A | N/A | N/A | N/A | 1944.64 ms | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
App Type: TYPE2
Test Failed Across Instances
| Instance | x-cube-ai | tflite |
|---|---|---|
| c-stm32l4r9-0000-000… | 1/1 | 1/1 |
Inference Time Across Instances
Engine: x-cube-ai
Inference Time: Inference time across instances.
| Instance | st_efficientnet_lc_v1_128_tfs_int8.tflite |
|---|---|
| c-stm32l4r9-0000-000… | N/A |
Engine: tflite
Inference Time: Inference time across instances.
| Instance | st_efficientnet_lc_v1_128_tfs_int8.tflite |
|---|---|
| c-stm32l4r9-0000-000… | N/A |
Accuracy Across Instances
Engine: x-cube-ai
Accuracy: Accuracy across instances.
| Instance | st_efficientnet_lc_v1_128_tfs_int8.tflite |
|---|---|
| c-stm32l4r9-0000-000… | N/A |
Engine: tflite
Accuracy: Accuracy across instances.
| Instance | st_efficientnet_lc_v1_128_tfs_int8.tflite |
|---|---|
| c-stm32l4r9-0000-000… | N/A |