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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +157 -154
  2. release_assets.json +19 -19
README.md CHANGED
@@ -29,16 +29,16 @@ 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-w8a16.zip)
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- | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-w8a16_mixed_int16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-w8a16_mixed_int16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[MobileNet-v2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v2)**.
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@@ -68,152 +68,155 @@ See our repository for [MobileNet-v2 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
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  |---|---|---|---|---|---|---
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- | MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.277 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | ONNX | float | Snapdragon® X2 Elite | 0.307 ms | 212 - 212 MB | NPU
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- | MobileNet-v2 | ONNX | float | Snapdragon® X Elite | 0.65 ms | 149 - 149 MB | NPU
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- | MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.425 ms | 0 - 53 MB | NPU
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- | MobileNet-v2 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.64 ms | 0 - 19 MB | NPU
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- | MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.343 ms | 0 - 35 MB | NPU
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- | MobileNet-v2 | ONNX | float | Qualcomm® QCS9075 | 0.896 ms | 0 - 52 MB | NPU
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- | MobileNet-v2 | ONNX | float | Qualcomm® QCS8750 | 0.343 ms | 0 - 35 MB | NPU
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- | MobileNet-v2 | ONNX | float | Qualcomm® QCS7181 | 0.65 ms | 149 - 149 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.209 ms | 0 - 39 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.238 ms | 212 - 212 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Snapdragon® X Elite | 0.555 ms | 177 - 177 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.386 ms | 0 - 51 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS6490 | 48.727 ms | 14 - 17 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.553 ms | 0 - 47 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 13.028 ms | 15 - 23 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.278 ms | 0 - 35 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCM6690 | 18.207 ms | 14 - 22 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS9075 | 0.732 ms | 0 - 49 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS7790 | 13.028 ms | 15 - 23 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8750 | 0.278 ms | 0 - 35 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS7181 | 0.555 ms | 177 - 177 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.256 ms | 0 - 40 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.292 ms | 212 - 212 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 0.629 ms | 149 - 149 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.43 ms | 0 - 51 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 47.36 ms | 15 - 17 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 0.611 ms | 0 - 20 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 13.061 ms | 14 - 22 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.325 ms | 0 - 40 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 18.325 ms | 15 - 22 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 0.777 ms | 0 - 49 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7790 | 13.061 ms | 14 - 22 MB | CPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.325 ms | 0 - 40 MB | NPU
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- | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7181 | 0.629 ms | 149 - 149 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.253 ms | 0 - 39 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Snapdragon® X Elite | 0.457 ms | 149 - 149 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.325 ms | 0 - 49 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.454 ms | 0 - 17 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.582 ms | 0 - 49 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.289 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.289 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS7181 | 0.457 ms | 149 - 149 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.339 ms | 1 - 34 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Snapdragon® X2 Elite | 0.474 ms | 1 - 1 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Snapdragon® X Elite | 1.078 ms | 1 - 1 MB | NPU
 
 
 
 
 
 
 
 
 
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  | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.607 ms | 0 - 49 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8275 | 2.693 ms | 1 - 29 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.923 ms | 1 - 2 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8775P | 1.204 ms | 1 - 32 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8650P | 1.204 ms | 1 - 32 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8255P | 1.204 ms | 1 - 32 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.45 ms | 1 - 35 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.702 ms | 0 - 53 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA7255P | 2.693 ms | 1 - 29 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS9075 | 1.122 ms | 1 - 3 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8295P | 1.49 ms | 0 - 28 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8750 | 0.45 ms | 1 - 35 MB | NPU
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- | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS7181 | 1.078 ms | 1 - 1 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.293 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.42 ms | 0 - 0 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.942 ms | 0 - 0 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.564 ms | 0 - 44 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.266 ms | 0 - 2 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 1.779 ms | 0 - 31 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.806 ms | 0 - 79 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.006 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.006 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.006 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.862 ms | 0 - 143 MB | NPU
141
- | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.371 ms | 0 - 31 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 3.346 ms | 0 - 143 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.779 ms | 0 - 31 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.277 ms | 0 - 29 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.986 ms | 0 - 2 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.986 ms | 0 - 45 MB | NPU
147
- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 0.862 ms | 0 - 143 MB | NPU
148
- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.371 ms | 0 - 31 MB | NPU
149
- | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 0.942 ms | 0 - 0 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.321 ms | 0 - 35 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.463 ms | 0 - 0 MB | NPU
152
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 0.994 ms | 0 - 0 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.601 ms | 0 - 44 MB | NPU
154
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 | 2.009 ms | 0 - 33 MB | NPU
155
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 0.859 ms | 0 - 21 MB | NPU
156
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8775P | 1.056 ms | 0 - 35 MB | NPU
157
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8650P | 1.056 ms | 0 - 35 MB | NPU
158
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA8255P | 1.056 ms | 0 - 35 MB | NPU
159
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.981 ms | 0 - 143 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.413 ms | 0 - 31 MB | NPU
161
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 2.009 ms | 0 - 33 MB | NPU
162
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 4.759 ms | 0 - 144 MB | NPU
163
- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.026 ms | 2 - 4 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7790 | 0.981 ms | 0 - 143 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.413 ms | 0 - 31 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7181 | 0.994 ms | 0 - 0 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.19 ms | 0 - 34 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.292 ms | 0 - 0 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.565 ms | 0 - 0 MB | NPU
170
- | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.315 ms | 0 - 43 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.386 ms | 0 - 2 MB | NPU
172
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.064 ms | 0 - 31 MB | NPU
173
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.453 ms | 0 - 23 MB | NPU
174
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.628 ms | 0 - 33 MB | NPU
175
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.628 ms | 0 - 33 MB | NPU
176
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.628 ms | 0 - 33 MB | NPU
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- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.551 ms | 2 - 4 MB | NPU
178
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.625 ms | 0 - 45 MB | NPU
179
- | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.474 ms | 0 - 30 MB | NPU
180
- | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.228 ms | 0 - 35 MB | NPU
181
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.788 ms | 0 - 30 MB | NPU
182
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.814 ms | 0 - 29 MB | NPU
183
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.064 ms | 0 - 31 MB | NPU
184
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.474 ms | 0 - 30 MB | NPU
185
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.228 ms | 0 - 35 MB | NPU
186
- | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.565 ms | 0 - 0 MB | NPU
187
- | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.344 ms | 0 - 38 MB | NPU
188
- | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.604 ms | 0 - 53 MB | NPU
189
- | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8275 | 2.679 ms | 0 - 33 MB | NPU
190
- | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.926 ms | 0 - 14 MB | NPU
191
- | MobileNet-v2 | TFLITE | float | Qualcomm® SA8775P | 1.221 ms | 0 - 36 MB | NPU
192
- | MobileNet-v2 | TFLITE | float | Qualcomm® SA8650P | 1.221 ms | 0 - 36 MB | NPU
193
- | MobileNet-v2 | TFLITE | float | Qualcomm® SA8255P | 1.221 ms | 0 - 36 MB | NPU
194
- | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.449 ms | 0 - 38 MB | NPU
195
- | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.701 ms | 0 - 55 MB | NPU
196
- | MobileNet-v2 | TFLITE | float | Qualcomm® SA7255P | 2.679 ms | 0 - 33 MB | NPU
197
  | MobileNet-v2 | TFLITE | float | Qualcomm® QCS9075 | 1.129 ms | 0 - 10 MB | NPU
198
- | MobileNet-v2 | TFLITE | float | Qualcomm® SA8295P | 1.501 ms | 0 - 30 MB | NPU
199
- | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8750 | 0.449 ms | 0 - 38 MB | NPU
200
- | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.18 ms | 0 - 35 MB | NPU
201
- | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.29 ms | 0 - 44 MB | NPU
202
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.163 ms | 0 - 7 MB | NPU
203
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8275 | 0.973 ms | 0 - 32 MB | NPU
204
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.417 ms | 0 - 2 MB | NPU
205
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.599 ms | 0 - 33 MB | NPU
206
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8650P | 0.599 ms | 0 - 33 MB | NPU
207
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8255P | 0.599 ms | 0 - 33 MB | NPU
208
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.539 ms | 0 - 6 MB | NPU
209
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.547 ms | 0 - 46 MB | NPU
210
- | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.416 ms | 0 - 30 MB | NPU
211
- | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.215 ms | 0 - 36 MB | NPU
212
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.628 ms | 0 - 30 MB | NPU
213
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.818 ms | 0 - 29 MB | NPU
214
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA7255P | 0.973 ms | 0 - 32 MB | NPU
215
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.416 ms | 0 - 30 MB | NPU
216
- | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.215 ms | 0 - 36 MB | NPU
217
 
218
  ## License
219
  * The license for the original implementation of MobileNet-v2 can be found
 
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-float.zip)
33
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-w8a16.zip)
34
+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-w8a16_mixed_int16.zip)
35
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-w8a8.zip)
36
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-float.zip)
37
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-w8a16.zip)
38
+ | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-w8a16_mixed_int16.zip)
39
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-w8a8.zip)
40
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-tflite-float.zip)
41
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-tflite-w8a8.zip)
42
 
43
  For more device-specific assets and performance metrics, visit **[MobileNet-v2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v2)**.
44
 
 
68
  ## Performance Summary
69
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
70
  |---|---|---|---|---|---|---
71
+ | MobileNet-v2 | ONNX | float | Snapdragon® X2 Elite | 0.301 ms | 180 - 180 MB | NPU
72
+ | MobileNet-v2 | ONNX | float | Snapdragon® X Elite | 0.634 ms | 149 - 149 MB | NPU
73
+ | MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.429 ms | 1 - 40 MB | NPU
74
+ | MobileNet-v2 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 0.955 ms | 1 - 46 MB | NPU
75
+ | MobileNet-v2 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.637 ms | 0 - 14 MB | NPU
76
+ | MobileNet-v2 | ONNX | float | Qualcomm® QCS8450 | 0.955 ms | 1 - 46 MB | NPU
77
+ | MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Mobile | 0.339 ms | 0 - 29 MB | NPU
78
+ | MobileNet-v2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.277 ms | 0 - 25 MB | NPU
79
+ | MobileNet-v2 | ONNX | float | Qualcomm® QCS9075 | 0.895 ms | 0 - 52 MB | NPU
80
+ | MobileNet-v2 | ONNX | float | Qualcomm® QCS8750 | 0.339 ms | 0 - 29 MB | NPU
81
+ | MobileNet-v2 | ONNX | float | Qualcomm® QCS7181 | 0.634 ms | 149 - 149 MB | NPU
82
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® X2 Elite | 0.252 ms | 191 - 191 MB | NPU
83
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® X Elite | 0.557 ms | 149 - 149 MB | NPU
84
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.384 ms | 51 - 90 MB | NPU
85
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.707 ms | 0 - 47 MB | NPU
86
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS6490 | 1.792 ms | 0 - 50 MB | NPU
87
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.549 ms | 0 - 9 MB | NPU
88
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8450 | 0.707 ms | 0 - 47 MB | NPU
89
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.219 ms | 0 - 32 MB | NPU
90
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.271 ms | 0 - 39 MB | NPU
91
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS9075 | 0.733 ms | 0 - 49 MB | NPU
92
+ | MobileNet-v2 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.602 ms | 0 - 31 MB | NPU
93
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCM6690 | 2.705 ms | 0 - 146 MB | NPU
94
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS7790 | 0.602 ms | 0 - 31 MB | NPU
95
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS8750 | 0.271 ms | 0 - 39 MB | NPU
96
+ | MobileNet-v2 | ONNX | w8a16 | Qualcomm® QCS7181 | 0.557 ms | 149 - 149 MB | NPU
97
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.289 ms | 181 - 181 MB | NPU
98
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 0.615 ms | 160 - 160 MB | NPU
99
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.427 ms | 0 - 39 MB | NPU
100
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 0.6 ms | 0 - 15 MB | NPU
101
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 3.864 ms | 0 - 146 MB | NPU
102
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.253 ms | 0 - 37 MB | NPU
103
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 0.779 ms | 0 - 50 MB | NPU
104
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.321 ms | 0 - 41 MB | NPU
105
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.731 ms | 0 - 145 MB | NPU
106
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7790 | 0.731 ms | 0 - 145 MB | NPU
107
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.321 ms | 0 - 41 MB | NPU
108
+ | MobileNet-v2 | ONNX | w8a16_mixed_int16 | Qualcomm® QCS7181 | 0.615 ms | 160 - 160 MB | NPU
109
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.239 ms | 213 - 213 MB | NPU
110
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® X Elite | 0.454 ms | 155 - 155 MB | NPU
111
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.323 ms | 0 - 37 MB | NPU
112
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.593 ms | 0 - 44 MB | NPU
113
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS6490 | 1.252 ms | 0 - 45 MB | NPU
114
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.46 ms | 0 - 8 MB | NPU
115
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8450 | 0.593 ms | 0 - 44 MB | NPU
116
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.581 ms | 0 - 49 MB | NPU
117
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCM6690 | 1.498 ms | 0 - 30 MB | NPU
118
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.448 ms | 0 - 31 MB | NPU
119
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.247 ms | 0 - 31 MB | NPU
120
+ | MobileNet-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.284 ms | 0 - 34 MB | NPU
121
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS7790 | 0.448 ms | 0 - 31 MB | NPU
122
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.284 ms | 0 - 34 MB | NPU
123
+ | MobileNet-v2 | ONNX | w8a8 | Qualcomm® QCS7181 | 0.454 ms | 155 - 155 MB | NPU
124
+ | MobileNet-v2 | QNN_DLC | float | Snapdragon® X2 Elite | 0.47 ms | 1 - 1 MB | NPU
125
+ | MobileNet-v2 | QNN_DLC | float | Snapdragon® X Elite | 1.062 ms | 1 - 1 MB | NPU
126
  | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.607 ms | 0 - 49 MB | NPU
127
+ | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.699 ms | 0 - 55 MB | NPU
128
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8275 | 2.679 ms | 1 - 29 MB | NPU
129
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.922 ms | 1 - 3 MB | NPU
130
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8450 | 1.699 ms | 0 - 55 MB | NPU
131
+ | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.448 ms | 1 - 35 MB | NPU
132
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA7255P | 2.679 ms | 1 - 29 MB | NPU
133
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® SA8295P | 1.488 ms | 0 - 28 MB | NPU
134
+ | MobileNet-v2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.345 ms | 1 - 31 MB | NPU
135
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS9075 | 1.125 ms | 1 - 3 MB | NPU
136
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS8750 | 0.448 ms | 1 - 35 MB | NPU
137
+ | MobileNet-v2 | QNN_DLC | float | Qualcomm® QCS7181 | 1.062 ms | 1 - 1 MB | NPU
138
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.423 ms | 0 - 0 MB | NPU
139
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.926 ms | 0 - 0 MB | NPU
140
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.56 ms | 0 - 43 MB | NPU
141
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 0.982 ms | 0 - 48 MB | NPU
142
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.315 ms | 0 - 2 MB | NPU
143
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 1.772 ms | 0 - 30 MB | NPU
144
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.796 ms | 0 - 2 MB | NPU
145
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 0.982 ms | 0 - 48 MB | NPU
146
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.29 ms | 0 - 31 MB | NPU
147
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.367 ms | 0 - 36 MB | NPU
148
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.983 ms | 2 - 4 MB | NPU
149
+ | MobileNet-v2 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.863 ms | 0 - 143 MB | NPU
150
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 3.324 ms | 0 - 144 MB | NPU
151
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.266 ms | 0 - 29 MB | NPU
152
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.772 ms | 0 - 30 MB | NPU
153
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 0.863 ms | 0 - 143 MB | NPU
154
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.367 ms | 0 - 36 MB | NPU
155
+ | MobileNet-v2 | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 0.926 ms | 0 - 0 MB | NPU
156
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.464 ms | 0 - 0 MB | NPU
157
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.001 ms | 0 - 0 MB | NPU
158
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.602 ms | 0 - 44 MB | NPU
159
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 | 2.005 ms | 0 - 32 MB | NPU
160
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 0.856 ms | 0 - 7 MB | NPU
161
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 4.773 ms | 0 - 145 MB | NPU
162
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.323 ms | 0 - 31 MB | NPU
163
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.029 ms | 0 - 2 MB | NPU
164
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.414 ms | 0 - 32 MB | NPU
165
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 0.975 ms | 0 - 143 MB | NPU
166
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® SA7255P | 2.005 ms | 0 - 32 MB | NPU
167
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7790 | 0.975 ms | 0 - 143 MB | NPU
168
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8750 | 0.414 ms | 0 - 32 MB | NPU
169
+ | MobileNet-v2 | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS7181 | 1.001 ms | 0 - 0 MB | NPU
170
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.269 ms | 0 - 0 MB | NPU
171
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.553 ms | 1 - 1 MB | NPU
172
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.312 ms | 0 - 43 MB | NPU
173
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.631 ms | 0 - 49 MB | NPU
174
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.387 ms | 0 - 2 MB | NPU
175
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 1.105 ms | 0 - 31 MB | NPU
176
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.453 ms | 0 - 8 MB | NPU
177
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.631 ms | 0 - 49 MB | NPU
178
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.548 ms | 0 - 2 MB | NPU
179
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.105 ms | 0 - 31 MB | NPU
180
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 1.771 ms | 0 - 30 MB | NPU
181
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.48 ms | 1 - 30 MB | NPU
182
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.807 ms | 0 - 29 MB | NPU
183
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.188 ms | 0 - 31 MB | NPU
184
+ | MobileNet-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.226 ms | 0 - 31 MB | NPU
185
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 0.48 ms | 1 - 30 MB | NPU
186
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.226 ms | 0 - 31 MB | NPU
187
+ | MobileNet-v2 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.553 ms | 1 - 1 MB | NPU
188
+ | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.601 ms | 0 - 53 MB | NPU
189
+ | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1.701 ms | 0 - 57 MB | NPU
190
+ | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8275 | 2.703 ms | 0 - 34 MB | NPU
191
+ | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.926 ms | 0 - 2 MB | NPU
192
+ | MobileNet-v2 | TFLITE | float | Qualcomm® SA8775P | 3.385 ms | 0 - 28 MB | GPU
193
+ | MobileNet-v2 | TFLITE | float | Qualcomm® SA8650P | 3.385 ms | 0 - 28 MB | GPU
194
+ | MobileNet-v2 | TFLITE | float | Qualcomm® SA8255P | 3.385 ms | 0 - 28 MB | GPU
195
+ | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8450 | 1.701 ms | 0 - 57 MB | NPU
196
+ | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.449 ms | 0 - 32 MB | NPU
197
+ | MobileNet-v2 | TFLITE | float | Qualcomm® SA7255P | 2.703 ms | 0 - 34 MB | NPU
198
+ | MobileNet-v2 | TFLITE | float | Qualcomm® SA8295P | 1.506 ms | 0 - 30 MB | NPU
199
+ | MobileNet-v2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.345 ms | 0 - 35 MB | NPU
 
 
 
 
 
 
200
  | MobileNet-v2 | TFLITE | float | Qualcomm® QCS9075 | 1.129 ms | 0 - 10 MB | NPU
201
+ | MobileNet-v2 | TFLITE | float | Qualcomm® QCS8750 | 0.449 ms | 0 - 32 MB | NPU
202
+ | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.29 ms | 0 - 43 MB | NPU
203
+ | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.539 ms | 0 - 52 MB | NPU
204
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.128 ms | 0 - 7 MB | NPU
205
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8275 | 0.965 ms | 0 - 33 MB | NPU
206
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.412 ms | 0 - 2 MB | NPU
207
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8775P | 3.83 ms | 0 - 29 MB | GPU
208
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8650P | 3.83 ms | 0 - 29 MB | GPU
209
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8255P | 3.83 ms | 0 - 29 MB | GPU
210
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.539 ms | 0 - 52 MB | NPU
211
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.574 ms | 0 - 6 MB | NPU
212
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA7255P | 0.965 ms | 0 - 33 MB | NPU
213
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCM6690 | 1.641 ms | 0 - 30 MB | NPU
214
+ | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.415 ms | 0 - 30 MB | NPU
215
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® SA8295P | 0.806 ms | 0 - 29 MB | NPU
216
+ | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.186 ms | 0 - 32 MB | NPU
217
+ | MobileNet-v2 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.215 ms | 0 - 30 MB | NPU
218
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS7790 | 0.415 ms | 0 - 30 MB | NPU
219
+ | MobileNet-v2 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.215 ms | 0 - 30 MB | NPU
220
 
221
  ## License
222
  * The license for the original implementation of MobileNet-v2 can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,62 +7,62 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
- "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.25.0"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
- "w8a8": {
22
  "universal_assets": {
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.3"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-tflite-w8a8.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-w8a8.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.25.0"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-w8a8.zip"
42
  }
43
  }
44
  },
45
- "float": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
- "litert": "1.4.3"
51
  },
52
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-tflite-float.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-float.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
- "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.25.0"
64
  },
65
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-float.zip"
66
  }
67
  }
68
  },
@@ -72,14 +72,14 @@
72
  "tool_versions": {
73
  "qairt": "2.45.0.260326154327"
74
  },
75
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-qnn_dlc-w8a16_mixed_int16.zip"
76
  },
77
  "onnx": {
78
  "tool_versions": {
79
- "qairt": "2.42.0.251225135753_193295",
80
  "onnx_runtime": "1.25.0"
81
  },
82
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.55.0/mobilenet_v2-onnx-w8a16_mixed_int16.zip"
83
  }
84
  }
85
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
+ "qairt": "2.45.0.260326154327",
15
  "onnx_runtime": "1.25.0"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
+ "float": {
22
  "universal_assets": {
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.4"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-tflite-float.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
+ "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-float.zip"
42
  }
43
  }
44
  },
45
+ "w8a8": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
+ "litert": "1.4.4"
51
  },
52
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-tflite-w8a8.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
+ "qairt": "2.45.0.260326154327",
63
  "onnx_runtime": "1.25.0"
64
  },
65
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-w8a8.zip"
66
  }
67
  }
68
  },
 
72
  "tool_versions": {
73
  "qairt": "2.45.0.260326154327"
74
  },
75
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-qnn_dlc-w8a16_mixed_int16.zip"
76
  },
77
  "onnx": {
78
  "tool_versions": {
79
+ "qairt": "2.45.0.260326154327",
80
  "onnx_runtime": "1.25.0"
81
  },
82
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v2/releases/v0.56.0/mobilenet_v2-onnx-w8a16_mixed_int16.zip"
83
  }
84
  }
85
  }