v0.30.2
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.
- EfficientNet-B0.so +0 -3
- EfficientNet-B0_w8a16.bin +0 -3
- EfficientNet-B0.bin → EfficientNet-B0_w8a16.onnx +2 -2
- EfficientNet-B0_w8a16.so +0 -3
- README.md +46 -46
EfficientNet-B0.so
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size 21982072
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EfficientNet-B0_w8a16.bin
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EfficientNet-B0.bin → EfficientNet-B0_w8a16.onnx
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size 21468029
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EfficientNet-B0_w8a16.so
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version https://git-lfs.github.com/spec/v1
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README.md
CHANGED
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@@ -35,53 +35,53 @@ 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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| 38 |
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| EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.
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| 39 |
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| EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.
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| 40 |
-
| EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.
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| 41 |
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| EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.
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| 42 |
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| EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.
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| 43 |
-
| EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.
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| 44 |
-
| EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.
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| 45 |
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| EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.
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| 46 |
-
| EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.
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| 47 |
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| EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.
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| 48 |
-
| EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.
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| 49 |
-
| EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.
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| 50 |
-
| EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.
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| 51 |
-
| EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.
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| 52 |
| EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.472 ms | 0 - 116 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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| 53 |
-
| EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.
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| 54 |
-
| EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.
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| 55 |
-
| EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.
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| 56 |
-
| EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.
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| 57 |
-
| EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.
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| 58 |
-
| EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.
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| 59 |
-
| EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.
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| 60 |
-
| EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.022 ms |
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| 61 |
-
| EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.
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| 62 |
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| EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.018 ms | 0 -
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| 63 |
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| EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.
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| 64 |
-
| EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.
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| 65 |
-
| EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.
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| 66 |
-
| EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.
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| 67 |
-
| EfficientNet-B0 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN |
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| 68 |
-
| EfficientNet-B0 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.
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| 69 |
-
| EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.
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| 70 |
-
| EfficientNet-B0 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.
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| 71 |
-
| EfficientNet-B0 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 4.
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| 72 |
-
| EfficientNet-B0 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN |
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| 73 |
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| EfficientNet-B0 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.
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| 74 |
-
| EfficientNet-B0 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.
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| 75 |
-
| EfficientNet-B0 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.
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| 76 |
-
| EfficientNet-B0 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.
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| 77 |
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| EfficientNet-B0 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.
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| 78 |
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| EfficientNet-B0 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.
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| 79 |
-
| EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.
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| 80 |
-
| EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.
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| 81 |
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| EfficientNet-B0 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.
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| 82 |
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| EfficientNet-B0 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.168 ms | 0 -
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| 83 |
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| EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.
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| 84 |
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| EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.
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| 85 |
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| 36 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
| 37 |
|---|---|---|---|---|---|---|---|---|
|
| 38 |
+
| EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.893 ms | 0 - 25 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 39 |
+
| EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 4.764 ms | 1 - 10 MB | NPU | Use Export Script |
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| 40 |
+
| EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.028 ms | 0 - 39 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 41 |
+
| EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 3.606 ms | 1 - 32 MB | NPU | Use Export Script |
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| 42 |
+
| EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.471 ms | 0 - 116 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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| 43 |
+
| EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.454 ms | 1 - 4 MB | NPU | Use Export Script |
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| 44 |
+
| EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.962 ms | 0 - 27 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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| 45 |
+
| EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.928 ms | 1 - 15 MB | NPU | Use Export Script |
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| 46 |
+
| EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.893 ms | 0 - 25 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 47 |
+
| EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 4.764 ms | 1 - 10 MB | NPU | Use Export Script |
|
| 48 |
+
| EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.474 ms | 0 - 116 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 49 |
+
| EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.464 ms | 1 - 4 MB | NPU | Use Export Script |
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| 50 |
+
| EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.661 ms | 0 - 30 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 51 |
+
| EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 3.531 ms | 0 - 18 MB | NPU | Use Export Script |
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| 52 |
| EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.472 ms | 0 - 116 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 53 |
+
| EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.469 ms | 1 - 3 MB | NPU | Use Export Script |
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| 54 |
+
| EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.962 ms | 0 - 27 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 55 |
+
| EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.928 ms | 1 - 15 MB | NPU | Use Export Script |
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| 56 |
+
| EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.47 ms | 0 - 116 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 57 |
+
| EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.46 ms | 1 - 7 MB | NPU | Use Export Script |
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| 58 |
+
| EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.369 ms | 0 - 42 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx) |
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| 59 |
+
| EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.035 ms | 0 - 42 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
|
| 60 |
+
| EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.022 ms | 1 - 32 MB | NPU | Use Export Script |
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| 61 |
+
| EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.972 ms | 0 - 39 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx) |
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| 62 |
+
| EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.018 ms | 0 - 30 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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| 63 |
+
| EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.974 ms | 1 - 23 MB | NPU | Use Export Script |
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| 64 |
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| EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.984 ms | 1 - 25 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx) |
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| 65 |
+
| EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.665 ms | 1 - 1 MB | NPU | Use Export Script |
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| 66 |
+
| EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.438 ms | 14 - 14 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx) |
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| 67 |
+
| EfficientNet-B0 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 3.3 ms | 0 - 10 MB | NPU | Use Export Script |
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| 68 |
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| EfficientNet-B0 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 2.158 ms | 0 - 34 MB | NPU | Use Export Script |
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+
| EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 1.678 ms | 0 - 2 MB | NPU | Use Export Script |
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+
| EfficientNet-B0 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 1.936 ms | 0 - 14 MB | NPU | Use Export Script |
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| 71 |
+
| EfficientNet-B0 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 4.844 ms | 0 - 12 MB | NPU | Use Export Script |
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+
| EfficientNet-B0 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN | 3.3 ms | 0 - 10 MB | NPU | Use Export Script |
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+
| EfficientNet-B0 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 1.674 ms | 0 - 2 MB | NPU | Use Export Script |
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| 74 |
+
| EfficientNet-B0 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN | 2.381 ms | 0 - 18 MB | NPU | Use Export Script |
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+
| EfficientNet-B0 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 1.677 ms | 0 - 3 MB | NPU | Use Export Script |
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| 76 |
+
| EfficientNet-B0 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN | 1.936 ms | 0 - 14 MB | NPU | Use Export Script |
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| 77 |
+
| EfficientNet-B0 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 1.678 ms | 0 - 34 MB | NPU | Use Export Script |
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| 78 |
+
| EfficientNet-B0 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.803 ms | 0 - 44 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx) |
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| 79 |
+
| EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 1.125 ms | 0 - 41 MB | NPU | Use Export Script |
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| 80 |
+
| EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.19 ms | 0 - 48 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx) |
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| 81 |
+
| EfficientNet-B0 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.953 ms | 0 - 28 MB | NPU | Use Export Script |
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| 82 |
+
| EfficientNet-B0 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.168 ms | 0 - 35 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx) |
|
| 83 |
+
| EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.907 ms | 0 - 0 MB | NPU | Use Export Script |
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| 84 |
+
| EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.876 ms | 8 - 8 MB | NPU | [EfficientNet-B0.onnx](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx) |
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