jetsonorinnano
jetsonorinnano
Target information
| Description | Value |
|---|---|
| Number of instances | 1 |
| Number of app types | 2 |
| Number of engines | 3 |
Target Instances
App Type: TYPE1
Test Failed Across Instances
| Instance | ort | tflite | trt |
|---|---|---|---|
| c-jetsonorinnano-000… | 1/22 | 2/23 | 10/22 |
Inference Time Across Instances
Engine: ort
Inference Time: Inference time across instances.
| Instance | efficientnet_b0_Opset16.onnx | efficientnet-lite4-11-int8.onnx | mobilenetv2-12-int8.onnx | mobilenetv2-12.onnx | mobilenetv3_large_100_miil_in21k_Opset17_timm.onnx | resnet50-v1-12-int8.onnx | dla60_res2net_Opset16.onnx | resnet34_Opset16.onnx | squeezenet1.0-12-int8.onnx | mnist-12-int8.onnx | mnist-7.onnx | bvlcalexnet-12-int8.onnx | tinyyolov2-8.onnx | ssd_mobilenet_v1_12-int8.onnx | ssd-12-int8.onnx | st_movenet_lightning_heatmaps_192.onnx | udnie-8.onnx | pointilism-9.onnx | candy-8.onnx | arcfaceresnet100-11-int8.onnx | age_googlenet.onnx | keypoint_classifier.tflite |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| c-jetsonorinnano-000… | 17.00 ms | 36.58 ms | 16.94 ms | 10.77 ms | 13.94 ms | 51.35 ms | 27.45 ms | 14.58 ms | 21.23 ms | 1.73 ms | 0.66 ms | 24.18 ms | 14.02 ms | 192.98 ms | 1345.73 ms | 12.34 ms | 20.76 ms | 20.48 ms | 20.46 ms | 186.54 ms | 15.95 ms | 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-jetsonorinnano-000… | 0.06 ms | N/A | 1.35 ms | 3.60 ms | 6.69 ms | 7.23 ms | 3.12 ms | 5.83 ms | 0.64 ms | 3.42 ms | 0.60 ms | 55.85 ms | 6.53 ms | 35.85 ms | 91.14 ms | 11.86 ms | 32.66 ms | 21.91 ms | 59.29 ms | 71.30 ms | 51.59 ms | 53.96 ms | N/A |
Engine: trt
Inference Time: Inference time across instances.
| Instance | efficientnet_b0_Opset16.onnx | efficientnet-lite4-11-int8.onnx | mobilenetv2-12-int8.onnx | mobilenetv2-12.onnx | mobilenetv3_large_100_miil_in21k_Opset17_timm.onnx | resnet50-v1-12-int8.onnx | dla60_res2net_Opset16.onnx | resnet34_Opset16.onnx | squeezenet1.0-12-int8.onnx | mnist-12-int8.onnx | mnist-7.onnx | bvlcalexnet-12-int8.onnx | tinyyolov2-8.onnx | ssd_mobilenet_v1_12-int8.onnx | ssd-12-int8.onnx | st_movenet_lightning_heatmaps_192.onnx | udnie-8.onnx | pointilism-9.onnx | candy-8.onnx | arcfaceresnet100-11-int8.onnx | age_googlenet.onnx | keypoint_classifier.tflite |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| c-jetsonorinnano-000… | 3.78 ms | N/A | N/A | 1.68 ms | 3.09 ms | N/A | 6.53 ms | 3.20 ms | N/A | N/A | 0.14 ms | N/A | 3.78 ms | N/A | N/A | 1.80 ms | 13.28 ms | 13.26 ms | 13.20 ms | N/A | 2.74 ms | N/A |
App Type: TYPE2
Test Failed Across Instances
| Instance | tflite |
|---|---|
| c-jetsonorinnano-000… | 0/1 |
Inference Time Across Instances
Engine: tflite
Inference Time: Inference time across instances.
| Instance | st_efficientnet_lc_v1_128_tfs_int8.tflite |
|---|---|
| c-jetsonorinnano-000… | 0.00 ms |
Accuracy Across Instances
Engine: tflite
Accuracy: Accuracy across instances.
| Instance | st_efficientnet_lc_v1_128_tfs_int8.tflite |
|---|---|
| c-jetsonorinnano-000… | 99.87 % |