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GoogLeNetQuantized

Image Classification
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ONNX
quantized
android
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@@ -1,10 +1,10 @@
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  ---
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  library_name: pytorch
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  license: bsd-3-clause
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- pipeline_tag: image-classification
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  tags:
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  - quantized
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  - android
 
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  ---
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@@ -35,34 +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 | 0.284 ms | 0 - 14 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 | 0.343 ms | 0 - 13 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 | 0.533 ms | 0 - 29 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 | 0.197 ms | 0 - 18 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 | 0.25 ms | 0 - 26 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 | 0.371 ms | 0 - 27 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 | 0.218 ms | 0 - 19 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 | 0.255 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.403 ms | 0 - 22 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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- | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.902 ms | 0 - 16 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 | 1.172 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 6.023 ms | 0 - 3 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.288 ms | 0 - 14 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.307 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA7255P ADP | SA7255P | TFLITE | 3.613 ms | 0 - 12 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA7255P ADP | SA7255P | QNN | 3.901 ms | 0 - 9 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.282 ms | 0 - 13 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.302 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.648 ms | 0 - 18 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 1.027 ms | 0 - 14 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.283 ms | 0 - 14 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.304 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | SA8775P ADP | SA8775P | TFLITE | 0.578 ms | 0 - 12 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | SA8775P ADP | SA8775P | QNN | 0.771 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.343 ms | 0 - 15 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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- | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.417 ms | 0 - 24 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.406 ms | 0 - 0 MB | INT8 | NPU | Use Export Script |
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- | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.578 ms | 9 - 9 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
 
 
 
 
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@@ -127,7 +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, 14]
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  Total # Ops : 86
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  Compute Unit(s) : NPU (86 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: bsd-3-clause
 
4
  tags:
5
  - quantized
6
  - android
7
+ pipeline_tag: image-classification
8
 
9
  ---
10
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
38
+ | GoogLeNetQuantized | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.279 ms | 0 - 5 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 | 0.31 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 | 0.514 ms | 0 - 29 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 | 0.209 ms | 0 - 24 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 | 0.231 ms | 0 - 17 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 | 0.372 ms | 0 - 27 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 | 0.177 ms | 0 - 19 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 | 0.26 ms | 0 - 19 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.342 ms | 0 - 19 MB | INT8 | NPU | [GoogLeNetQuantized.onnx](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.onnx) |
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+ | GoogLeNetQuantized | SA7255P ADP | SA7255P | TFLITE | 3.615 ms | 0 - 11 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA7255P ADP | SA7255P | QNN | 3.924 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.283 ms | 0 - 14 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.304 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8295P ADP | SA8295P | TFLITE | 0.638 ms | 0 - 13 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8295P ADP | SA8295P | QNN | 0.884 ms | 0 - 10 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.285 ms | 0 - 14 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.303 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | SA8775P ADP | SA8775P | TFLITE | 0.575 ms | 0 - 10 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | SA8775P ADP | SA8775P | QNN | 0.755 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | RB3 Gen 2 (Proxy) | QCS6490 Proxy | TFLITE | 0.899 ms | 0 - 16 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 | 1.212 ms | 0 - 11 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | RB5 (Proxy) | QCS8250 Proxy | TFLITE | 6.072 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 | 3.615 ms | 0 - 11 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 3.924 ms | 0 - 6 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.284 ms | 0 - 13 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.308 ms | 0 - 3 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 0.575 ms | 0 - 10 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 0.755 ms | 0 - 8 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.353 ms | 0 - 19 MB | INT8 | NPU | [GoogLeNetQuantized.tflite](https://huggingface.co/qualcomm/GoogLeNetQuantized/blob/main/GoogLeNetQuantized.tflite) |
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+ | GoogLeNetQuantized | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.412 ms | 0 - 18 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.427 ms | 1 - 1 MB | INT8 | NPU | Use Export Script |
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+ | GoogLeNetQuantized | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.574 ms | 9 - 9 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, 5]
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  Total # Ops : 86
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  Compute Unit(s) : NPU (86 ops)
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  ```