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GoogLeNetQuantized

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quantized
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@@ -35,38 +35,38 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.271 ms | 0 - 33 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.249 ms | 0 - 3 MB | INT8 | NPU | [GoogLeNetQuantized.so](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.so) |
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- | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.45 ms | 0 - 19 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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- | GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.192 ms | 0 - 31 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.19 ms | 0 - 20 MB | INT8 | NPU | [GoogLeNetQuantized.so](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.so) |
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- | GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.343 ms | 0 - 40 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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- | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.226 ms | 0 - 23 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.182 ms | 0 - 23 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.385 ms | 0 - 30 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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- | GoogLeNetQuantized | SA7255P ADP | SA7255P | TFLITE | 3.635 ms | 0 - 16 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA7255P ADP | SA7255P | QNN | 3.596 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.272 ms | 0 - 34 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.252 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.658 ms | 0 - 23 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 0.599 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.265 ms | 0 - 33 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.247 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8775P ADP | SA8775P | TFLITE | 0.566 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8775P ADP | SA8775P | QNN | 0.502 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.938 ms | 0 - 24 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.063 ms | 0 - 12 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 6.463 ms | 0 - 2 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3.635 ms | 0 - 16 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3.596 ms | 0 - 7 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.27 ms | 0 - 33 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.248 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.566 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.502 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.352 ms | 0 - 26 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.335 ms | 0 - 25 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.336 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.428 ms | 8 - 8 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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@@ -131,7 +131,7 @@ GoogLeNetQuantized
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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- Estimated peak memory usage (MB): [0, 33]
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  Total # Ops : 86
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  Compute Unit(s) : NPU (86 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.279 ms | 0 - 32 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.25 ms | 0 - 2 MB | INT8 | NPU | [GoogLeNetQuantized.so](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.so) |
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+ | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 17.697 ms | 0 - 78 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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+ | GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.199 ms | 0 - 31 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.184 ms | 0 - 19 MB | INT8 | NPU | [GoogLeNetQuantized.so](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.so) |
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+ | GoogLeNetQuantized | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 14.152 ms | 3 - 269 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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+ | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.175 ms | 0 - 23 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.189 ms | 0 - 22 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 14.575 ms | 0 - 252 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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+ | GoogLeNetQuantized | SA7255P ADP | SA7255P | TFLITE | 3.721 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA7255P ADP | SA7255P | QNN | 3.652 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.286 ms | 0 - 5 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.253 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.68 ms | 0 - 21 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 0.62 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.283 ms | 0 - 33 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.244 ms | 0 - 2 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8775P ADP | SA8775P | TFLITE | 0.572 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8775P ADP | SA8775P | QNN | 0.489 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.946 ms | 0 - 30 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | QNN | 1.115 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 5.858 ms | 0 - 2 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 3.721 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3.652 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.28 ms | 0 - 33 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.259 ms | 0 - 4 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.572 ms | 0 - 17 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.489 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.432 ms | 0 - 36 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.409 ms | 0 - 28 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.361 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 17.637 ms | 13 - 13 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.3
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+ Estimated peak memory usage (MB): [0, 32]
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  Total # Ops : 86
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  Compute Unit(s) : NPU (86 ops)
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  ```