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v0.30.2

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See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (5) hide show
  1. GoogLeNet.so +0 -3
  2. GoogLeNet.bin → GoogLeNet_w8a8.onnx +2 -2
  3. GoogLeNet_w8a8.so +0 -3
  4. GoogLeNet_w8a8.bin → GoogLeNet_w8a8.tflite +2 -2
  5. README.md +62 -62
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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 | 5.124 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 | 5.051 ms | 1 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.515 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 | 1.838 ms | 1 - 28 MB | NPU | Use Export Script |
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- | GoogLeNet | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.915 ms | 0 - 82 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 | 0.875 ms | 1 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.655 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 | 1.617 ms | 1 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 5.124 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 | 5.051 ms | 1 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.92 ms | 0 - 82 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 | 0.873 ms | 1 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.856 ms | 0 - 26 MB | NPU | [GoogLeNet.tflite](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet.tflite) |
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- | GoogLeNet | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.827 ms | 0 - 18 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8650 (Proxy) | Qualcomm® SA8650P (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 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.872 ms | 1 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.655 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 | 1.617 ms | 1 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.908 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 | 0.876 ms | 1 - 6 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.013 ms | 0 - 44 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 | 0.614 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 | 0.587 ms | 0 - 26 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.647 ms | 26 - 53 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 | 0.57 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 | 0.455 ms | 1 - 26 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.649 ms | 1 - 21 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 | 1.016 ms | 1 - 1 MB | NPU | Use Export Script |
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- | GoogLeNet | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.103 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 | 0.905 ms | 0 - 16 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 | 0.831 ms | 0 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.409 ms | 0 - 33 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 | 0.504 ms | 0 - 29 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.27 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 | 0.256 ms | 0 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.486 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 | 0.421 ms | 0 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.993 ms | 0 - 25 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 | 1.08 ms | 0 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 5.862 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 | 0.905 ms | 0 - 16 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 | 0.831 ms | 0 - 10 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.279 ms | 0 - 32 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 | 0.248 ms | 0 - 4 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.654 ms | 0 - 19 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 | 0.629 ms | 0 - 18 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.285 ms | 0 - 34 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 | 0.256 ms | 0 - 3 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.486 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 | 0.421 ms | 0 - 15 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | 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 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.245 ms | 0 - 33 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.904 ms | 0 - 100 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 | 0.215 ms | 0 - 32 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 | 0.189 ms | 0 - 27 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.683 ms | 5 - 292 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 | 0.205 ms | 0 - 20 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 | 0.151 ms | 0 - 23 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 11.994 ms | 6 - 274 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 | 0.343 ms | 0 - 0 MB | NPU | Use Export Script |
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- | GoogLeNet | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 16.572 ms | 11 - 11 MB | NPU | [GoogLeNet.onnx](https://huggingface.co/qualcomm/GoogLeNet/blob/main/GoogLeNet_w8a8.onnx) |
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@@ -159,7 +159,7 @@ Profiling Results
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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) : 5.1
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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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  | 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) |
72
+ | GoogLeNet | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.254 ms | 0 - 2 MB | NPU | Use Export Script |
73
+ | 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) |
74
+ | GoogLeNet | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.423 ms | 0 - 14 MB | NPU | Use Export Script |
75
+ | 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) |
76
+ | GoogLeNet | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 1.07 ms | 0 - 14 MB | NPU | Use Export Script |
77
+ | 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) |
78
+ | 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) |
79
+ | GoogLeNet | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.676 ms | 0 - 10 MB | NPU | Use Export Script |
80
+ | 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) |
81
+ | GoogLeNet | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.243 ms | 0 - 3 MB | NPU | Use Export Script |
82
+ | 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) |
83
+ | GoogLeNet | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.627 ms | 0 - 18 MB | NPU | Use Export Script |
84
+ | 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) |
85
+ | GoogLeNet | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.25 ms | 0 - 2 MB | NPU | Use Export Script |
86
+ | 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) |
87
+ | GoogLeNet | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.423 ms | 0 - 14 MB | NPU | Use Export Script |
88
+ | 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) |
89
+ | GoogLeNet | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.248 ms | 0 - 33 MB | NPU | Use Export Script |
90
+ | 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) |
91
+ | 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) |
92
+ | GoogLeNet | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.177 ms | 0 - 34 MB | NPU | Use Export Script |
93
+ | 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) |
94
+ | 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) |
95
+ | GoogLeNet | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.168 ms | 0 - 23 MB | NPU | Use Export Script |
96
+ | 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) |
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 | 15.553 ms | 13 - 13 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) : 36.1
163
  Estimated peak memory usage (MB): [0, 21]
164
  Total # Ops : 84
165
  Compute Unit(s) : npu (84 ops) gpu (0 ops) cpu (0 ops)