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jetsonorinnano

jetsonorinnano

Target information

Description Value
Number of instances 1
Number of app types 2
Number of engines 3

Target Instances

c-jetsonorinnano-0001-0000

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 %

Inference time across applications