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stm32l4r9

Target information

Description Value
Number of instances 1
Number of app types 2
Number of engines 2

Target Instances

c-stm32l4r9-0000-0000

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

Inference time across applications