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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (5) hide show
  1. MobileNet-v2.so +0 -3
  2. MobileNet-v2_w8a16.bin +0 -3
  3. MobileNet-v2.bin → MobileNet-v2_w8a16.onnx +2 -2
  4. MobileNet-v2_w8a16.so +0 -3
  5. README.md +48 -46
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README.md CHANGED
@@ -37,51 +37,53 @@ 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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- | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.731 ms | 0 - 19 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.124 ms | 0 - 30 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.718 ms | 1 - 29 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.857 ms | 0 - 62 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.95 ms | 1 - 4 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.202 ms | 0 - 22 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.285 ms | 1 - 15 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.731 ms | 0 - 19 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.855 ms | 0 - 61 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.955 ms | 3 - 4 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.496 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.519 ms | 0 - 20 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.858 ms | 0 - 63 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.951 ms | 1 - 3 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.202 ms | 0 - 22 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.285 ms | 1 - 15 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.855 ms | 0 - 62 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.951 ms | 0 - 13 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.748 ms | 0 - 27 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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- | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.576 ms | 0 - 39 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.628 ms | 0 - 29 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.484 ms | 0 - 31 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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- | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.606 ms | 0 - 26 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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- | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.48 ms | 0 - 18 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.505 ms | 1 - 24 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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- | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.097 ms | 1 - 1 MB | NPU | Use Export Script |
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- | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.779 ms | 7 - 7 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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- | MobileNet-v2 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.897 ms | 0 - 10 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.139 ms | 0 - 28 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.902 ms | 0 - 3 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.122 ms | 0 - 15 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.766 ms | 0 - 15 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.897 ms | 0 - 10 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.902 ms | 0 - 2 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.369 ms | 0 - 18 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.9 ms | 0 - 2 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.122 ms | 0 - 15 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.9 ms | 0 - 24 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 49.466 ms | 2 - 64 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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- | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.615 ms | 0 - 31 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 39.199 ms | 0 - 346 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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- | MobileNet-v2 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.503 ms | 0 - 22 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 36.078 ms | 4 - 339 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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- | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.063 ms | 0 - 0 MB | NPU | Use Export Script |
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- | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 50.916 ms | 29 - 29 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
 
 
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@@ -145,7 +147,7 @@ Profiling Results
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  MobileNet-v2
146
  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 2.7
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  Estimated peak memory usage (MB): [0, 19]
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  Total # Ops : 71
151
  Compute Unit(s) : npu (71 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
39
  |---|---|---|---|---|---|---|---|---|
40
+ | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 12.755 ms | 0 - 19 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 2.771 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.188 ms | 0 - 30 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.725 ms | 0 - 28 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.85 ms | 0 - 62 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.955 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.193 ms | 0 - 22 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
47
+ | MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.268 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 12.755 ms | 0 - 19 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 2.771 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.855 ms | 0 - 62 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.945 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.499 ms | 0 - 24 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
53
+ | MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.595 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.856 ms | 0 - 62 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
55
+ | MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.955 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.193 ms | 0 - 22 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.268 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.86 ms | 0 - 62 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.952 ms | 1 - 39 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.715 ms | 0 - 25 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
61
+ | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.573 ms | 0 - 30 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.626 ms | 0 - 33 MB | NPU | Use Export Script |
63
+ | MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.486 ms | 0 - 33 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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+ | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.59 ms | 0 - 22 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
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+ | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.518 ms | 1 - 24 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.416 ms | 1 - 24 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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+ | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.111 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.794 ms | 8 - 8 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx) |
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+ | MobileNet-v2 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.89 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.155 ms | 0 - 32 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.903 ms | 0 - 3 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.121 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 2.752 ms | 0 - 15 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.89 ms | 0 - 10 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.907 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.36 ms | 0 - 18 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.892 ms | 0 - 2 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.121 ms | 0 - 15 MB | NPU | Use Export Script |
79
+ | MobileNet-v2 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.899 ms | 0 - 24 MB | NPU | Use Export Script |
80
+ | MobileNet-v2 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 51.143 ms | 0 - 82 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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+ | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.616 ms | 0 - 30 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 38.272 ms | 0 - 353 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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+ | MobileNet-v2 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.506 ms | 0 - 20 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 37.238 ms | 0 - 334 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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+ | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.062 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 53.205 ms | 29 - 29 MB | NPU | [MobileNet-v2.onnx](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.onnx) |
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147
  MobileNet-v2
148
  Device : cs_8275 (ANDROID 14)
149
  Runtime : TFLITE
150
+ Estimated inference time (ms) : 12.8
151
  Estimated peak memory usage (MB): [0, 19]
152
  Total # Ops : 71
153
  Compute Unit(s) : npu (71 ops) gpu (0 ops) cpu (0 ops)