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Inception-v3

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +70 -72
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,12 +28,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.1/inception_v3-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.1/inception_v3-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.1/inception_v3-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.1/inception_v3-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.1/inception_v3-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.1/inception_v3-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
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@@ -63,73 +63,71 @@ See our repository for [Inception-v3 on GitHub](https://github.com/qualcomm/ai-h
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.808 ms | 1 - 39 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 0.7 ms | 46 - 46 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® X Elite | 1.519 ms | 46 - 46 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.05 ms | 0 - 57 MB | NPU
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- | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.491 ms | 0 - 227 MB | NPU
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- | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 2.183 ms | 1 - 4 MB | NPU
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- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.925 ms | 0 - 38 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.41 ms | 0 - 57 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.282 ms | 23 - 23 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.719 ms | 23 - 23 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.504 ms | 0 - 90 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 24.943 ms | 8 - 37 MB | CPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 27 MB | NPU
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  | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.738 ms | 0 - 3 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.977 ms | 10 - 19 MB | CPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.432 ms | 0 - 52 MB | NPU
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- | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 13.904 ms | 8 - 19 MB | CPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.763 ms | 1 - 37 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.802 ms | 1 - 1 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.43 ms | 1 - 1 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.013 ms | 0 - 57 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.849 ms | 1 - 34 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 1 - 145 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.241 ms | 1 - 35 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.052 ms | 1 - 3 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.346 ms | 0 - 55 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.849 ms | 1 - 34 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.689 ms | 0 - 30 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.878 ms | 0 - 34 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.371 ms | 0 - 51 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.356 ms | 0 - 0 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.68 ms | 0 - 0 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.482 ms | 0 - 76 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.241 ms | 2 - 4 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.565 ms | 0 - 47 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.608 ms | 0 - 3 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.784 ms | 0 - 51 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.629 ms | 0 - 2 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.764 ms | 0 - 50 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.895 ms | 0 - 74 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.565 ms | 0 - 47 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.141 ms | 0 - 46 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.404 ms | 0 - 47 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.978 ms | 0 - 50 MB | NPU
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- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.761 ms | 0 - 76 MB | NPU
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- | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.018 ms | 0 - 123 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.844 ms | 0 - 73 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.378 ms | 0 - 197 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 2.258 ms | 0 - 75 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 2.059 ms | 0 - 48 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.362 ms | 0 - 126 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 7.844 ms | 0 - 73 MB | NPU
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- | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 2.683 ms | 0 - 70 MB | NPU
119
- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.889 ms | 0 - 77 MB | NPU
120
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.373 ms | 0 - 49 MB | NPU
121
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.478 ms | 0 - 74 MB | NPU
122
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.244 ms | 0 - 25 MB | NPU
123
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.629 ms | 0 - 46 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.644 ms | 0 - 1 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.884 ms | 0 - 50 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.705 ms | 0 - 25 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 5.844 ms | 0 - 50 MB | NPU
128
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.939 ms | 0 - 75 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.629 ms | 0 - 46 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.26 ms | 0 - 45 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.413 ms | 0 - 45 MB | NPU
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- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.011 ms | 0 - 49 MB | NPU
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134
  ## License
135
  * The license for the original implementation of Inception-v3 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.2/inception_v3-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.2/inception_v3-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.2/inception_v3-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.2/inception_v3-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.2/inception_v3-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.50.2/inception_v3-tflite-w8a8.zip)
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38
  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
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63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.804 ms | 1 - 39 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 0.721 ms | 46 - 46 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® X Elite | 1.52 ms | 46 - 46 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.054 ms | 0 - 56 MB | NPU
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+ | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.49 ms | 0 - 50 MB | NPU
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+ | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 2.174 ms | 0 - 4 MB | NPU
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+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.928 ms | 0 - 40 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.409 ms | 0 - 57 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.288 ms | 23 - 23 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.735 ms | 23 - 23 MB | NPU
76
+ | Inception-v3 | ONNX | w8a8 | Snapdragon�� 8 Gen 3 Mobile | 0.51 ms | 0 - 92 MB | NPU
77
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 24.97 ms | 10 - 38 MB | CPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.662 ms | 0 - 74 MB | NPU
79
  | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.738 ms | 0 - 3 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.925 ms | 12 - 21 MB | CPU
81
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.445 ms | 0 - 57 MB | NPU
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+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.322 ms | 17 - 26 MB | CPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.76 ms | 1 - 37 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.77 ms | 1 - 1 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.412 ms | 1 - 1 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.021 ms | 16 - 74 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.848 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.372 ms | 1 - 2 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.239 ms | 0 - 35 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.053 ms | 1 - 3 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.342 ms | 0 - 56 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.848 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.684 ms | 0 - 31 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.876 ms | 1 - 35 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.36 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.361 ms | 0 - 0 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.677 ms | 0 - 0 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.464 ms | 0 - 73 MB | NPU
99
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.301 ms | 2 - 4 MB | NPU
100
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.612 ms | 0 - 2 MB | NPU
101
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.777 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.626 ms | 2 - 4 MB | NPU
103
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.678 ms | 0 - 51 MB | NPU
104
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.892 ms | 0 - 73 MB | NPU
105
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.156 ms | 0 - 45 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.417 ms | 0 - 51 MB | NPU
107
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.971 ms | 0 - 50 MB | NPU
108
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.76 ms | 0 - 75 MB | NPU
109
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.025 ms | 0 - 126 MB | NPU
110
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.869 ms | 0 - 73 MB | NPU
111
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 0 - 51 MB | NPU
112
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 2.288 ms | 0 - 75 MB | NPU
113
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 2.058 ms | 0 - 48 MB | NPU
114
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.342 ms | 0 - 124 MB | NPU
115
+ | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 7.869 ms | 0 - 73 MB | NPU
116
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 2.697 ms | 0 - 70 MB | NPU
117
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.873 ms | 0 - 74 MB | NPU
118
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.381 ms | 0 - 52 MB | NPU
119
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.481 ms | 0 - 77 MB | NPU
120
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.342 ms | 0 - 25 MB | NPU
121
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.633 ms | 0 - 48 MB | NPU
122
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.658 ms | 0 - 7 MB | NPU
123
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.887 ms | 0 - 52 MB | NPU
124
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.707 ms | 0 - 25 MB | NPU
125
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 5.823 ms | 0 - 52 MB | NPU
126
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.946 ms | 0 - 79 MB | NPU
127
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.633 ms | 0 - 48 MB | NPU
128
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.253 ms | 0 - 47 MB | NPU
129
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.414 ms | 0 - 52 MB | NPU
130
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.011 ms | 0 - 51 MB | NPU
 
 
131
 
132
  ## License
133
  * The license for the original implementation of Inception-v3 can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
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1
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