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v0.30.5

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See https://github.com/quic/ai-hub-models/releases/v0.30.5 for changelog.

Files changed (2) hide show
  1. GoogLeNet_w8a8.onnx +2 -2
  2. README.md +64 -64
GoogLeNet_w8a8.onnx CHANGED
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README.md CHANGED
@@ -35,67 +35,67 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 36.079 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 5.008 ms | 1 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.482 ms | 0 - 38 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.899 ms | 1 - 25 MB | NPU | Use Export Script |
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- | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.914 ms | 0 - 83 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.874 ms | 0 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.651 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.635 ms | 1 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 36.079 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 5.008 ms | 1 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.92 ms | 0 - 83 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.871 ms | 1 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.894 ms | 0 - 25 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.82 ms | 0 - 16 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.917 ms | 0 - 82 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.876 ms | 1 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.651 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.635 ms | 1 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.912 ms | 0 - 82 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.874 ms | 0 - 21 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.994 ms | 0 - 50 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.613 ms | 0 - 36 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.59 ms | 1 - 25 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.641 ms | 0 - 29 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.606 ms | 0 - 27 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.458 ms | 1 - 22 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.641 ms | 1 - 20 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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- | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.02 ms | 1 - 1 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.105 ms | 13 - 13 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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- | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.933 ms | 0 - 17 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.676 ms | 0 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.401 ms | 0 - 30 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.502 ms | 0 - 28 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.284 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.254 ms | 0 - 2 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.478 ms | 0 - 19 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.423 ms | 0 - 14 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.944 ms | 0 - 30 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.07 ms | 0 - 14 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.775 ms | 0 - 2 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.933 ms | 0 - 17 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.676 ms | 0 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.278 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.243 ms | 0 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.663 ms | 0 - 21 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.627 ms | 0 - 18 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.285 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.25 ms | 0 - 2 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.478 ms | 0 - 19 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.423 ms | 0 - 14 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.279 ms | 0 - 33 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.248 ms | 0 - 33 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.954 ms | 3 - 103 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.207 ms | 0 - 30 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.177 ms | 0 - 34 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.701 ms | 3 - 290 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.207 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.168 ms | 0 - 23 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 11.975 ms | 5 - 272 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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  | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.348 ms | 0 - 0 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.553 ms | 13 - 13 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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  GoogLeNet
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 36.1
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- Estimated peak memory usage (MB): [0, 21]
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  Total # Ops : 84
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  Compute Unit(s) : npu (84 ops) gpu (0 ops) cpu (0 ops)
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  ```
@@ -249,13 +249,13 @@ AI Hub. [Sign up for access](https://myaccount.qualcomm.com/signup).
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  You can also run the demo on-device.
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  ```bash
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- python -m qai_hub_models.models.googlenet.demo --on-device
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  ```
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  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
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  environment, please add the following to your cell (instead of the above).
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  ```
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- %run -m qai_hub_models.models.googlenet.demo -- --on-device
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  ```
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 36.048 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 36.065 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.418 ms | 0 - 38 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.786 ms | 1 - 29 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.916 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.878 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.641 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.612 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 36.048 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 36.065 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.91 ms | 0 - 95 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.874 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.872 ms | 0 - 25 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.807 ms | 0 - 17 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.916 ms | 0 - 96 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.881 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.641 ms | 0 - 23 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.612 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.917 ms | 0 - 94 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.876 ms | 0 - 44 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.994 ms | 0 - 43 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.609 ms | 0 - 37 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.572 ms | 1 - 27 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.657 ms | 0 - 28 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.591 ms | 0 - 28 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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+ | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.586 ms | 1 - 23 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.56 ms | 1 - 23 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.015 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.102 ms | 14 - 14 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.onnx) |
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+ | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 3.694 ms | 0 - 17 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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+ | GoogLeNet | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.638 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.341 ms | 0 - 30 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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+ | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.428 ms | 0 - 33 MB | NPU | Use Export Script |
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+ | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.288 ms | 0 - 5 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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+ | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.25 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.487 ms | 0 - 19 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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+ | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.419 ms | 0 - 13 MB | NPU | Use Export Script |
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+ | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.935 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
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+ | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.149 ms | 0 - 12 MB | NPU | Use Export Script |
77
+ | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.767 ms | 0 - 3 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
78
+ | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 3.694 ms | 0 - 17 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
79
+ | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.638 ms | 0 - 10 MB | NPU | Use Export Script |
80
+ | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.282 ms | 0 - 5 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
81
+ | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.238 ms | 0 - 2 MB | NPU | Use Export Script |
82
+ | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.649 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
83
+ | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.591 ms | 0 - 18 MB | NPU | Use Export Script |
84
+ | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.283 ms | 0 - 39 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
85
+ | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.249 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.487 ms | 0 - 19 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
87
+ | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.419 ms | 0 - 13 MB | NPU | Use Export Script |
88
+ | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.279 ms | 0 - 39 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
89
+ | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.242 ms | 0 - 38 MB | NPU | Use Export Script |
90
+ | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 15.544 ms | 0 - 74 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
91
+ | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.206 ms | 0 - 31 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
92
+ | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.175 ms | 0 - 33 MB | NPU | Use Export Script |
93
+ | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 11.443 ms | 8 - 630 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
94
+ | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.202 ms | 0 - 28 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.tflite) |
95
+ | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.19 ms | 0 - 23 MB | NPU | Use Export Script |
96
+ | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 9.858 ms | 0 - 390 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
97
  | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.348 ms | 0 - 0 MB | NPU | Use Export Script |
98
+ | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 15.907 ms | 10 - 10 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
99
 
100
 
101
 
 
159
  GoogLeNet
160
  Device : cs_8275 (ANDROID 14)
161
  Runtime : TFLITE
162
+ Estimated inference time (ms) : 36.0
163
+ Estimated peak memory usage (MB): [0, 23]
164
  Total # Ops : 84
165
  Compute Unit(s) : npu (84 ops) gpu (0 ops) cpu (0 ops)
166
  ```
 
249
  You can also run the demo on-device.
250
 
251
  ```bash
252
+ python -m qai_hub_models.models.googlenet.demo --eval-mode on-device
253
  ```
254
 
255
  **NOTE**: If you want running in a Jupyter Notebook or Google Colab like
256
  environment, please add the following to your cell (instead of the above).
257
  ```
258
+ %run -m qai_hub_models.models.googlenet.demo -- --eval-mode on-device
259
  ```
260
 
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