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v0.40.0

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See https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.

Files changed (6) hide show
  1. EfficientNet-B0_float.dlc +2 -2
  2. EfficientNet-B0_float.onnx.zip +2 -2
  3. EfficientNet-B0_w8a16.dlc +2 -2
  4. EfficientNet-B0_w8a16.onnx.zip +3 -0
  5. README.md +52 -45
  6. tool-versions.yaml +3 -2
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README.md CHANGED
@@ -37,51 +37,58 @@ 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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- | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.82 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.681 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.937 ms | 0 - 46 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.452 ms | 1 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.473 ms | 0 - 118 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.455 ms | 1 - 72 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.436 ms | 0 - 86 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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- | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.95 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.914 ms | 1 - 24 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.82 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.681 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.472 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.454 ms | 0 - 70 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.606 ms | 0 - 39 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.495 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.475 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.453 ms | 1 - 94 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.95 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.914 ms | 1 - 24 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.024 ms | 0 - 47 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.003 ms | 1 - 33 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.997 ms | 0 - 35 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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- | EfficientNet-B0 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.82 ms | 0 - 37 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.779 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.803 ms | 0 - 26 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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- | EfficientNet-B0 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.639 ms | 0 - 34 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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- | EfficientNet-B0 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.597 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.733 ms | 1 - 26 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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- | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.636 ms | 104 - 104 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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- | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.391 ms | 13 - 13 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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- | EfficientNet-B0 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.32 ms | 0 - 28 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.027 ms | 0 - 44 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.698 ms | 0 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.0 ms | 0 - 28 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.135 ms | 0 - 36 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.32 ms | 0 - 28 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.699 ms | 0 - 38 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.37 ms | 0 - 34 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.703 ms | 0 - 38 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.0 ms | 0 - 28 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.141 ms | 0 - 42 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.786 ms | 0 - 35 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.722 ms | 0 - 35 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.648 ms | 0 - 29 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
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- | EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.917 ms | 26 - 26 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
 
 
 
 
 
 
 
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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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+ | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.863 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.714 ms | 0 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.915 ms | 0 - 44 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.455 ms | 1 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.478 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.443 ms | 1 - 9 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.441 ms | 0 - 94 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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+ | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.949 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.938 ms | 1 - 24 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.863 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.714 ms | 0 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.476 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.448 ms | 1 - 70 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.582 ms | 0 - 36 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.52 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.472 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.446 ms | 0 - 92 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.949 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.938 ms | 1 - 24 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.024 ms | 0 - 42 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.013 ms | 1 - 42 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.001 ms | 0 - 40 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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+ | EfficientNet-B0 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.822 ms | 0 - 30 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
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+ | EfficientNet-B0 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.783 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
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+ | EfficientNet-B0 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.811 ms | 0 - 28 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
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+ | EfficientNet-B0 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.635 ms | 0 - 36 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
66
+ | EfficientNet-B0 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.608 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
67
+ | EfficientNet-B0 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.687 ms | 1 - 31 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
68
+ | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.652 ms | 79 - 79 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
69
+ | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.395 ms | 13 - 13 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
70
+ | EfficientNet-B0 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.328 ms | 0 - 29 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
71
+ | EfficientNet-B0 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.034 ms | 0 - 40 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
72
+ | EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.685 ms | 0 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
73
+ | EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.728 ms | 0 - 52 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
74
+ | EfficientNet-B0 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.001 ms | 0 - 29 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
75
+ | EfficientNet-B0 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 61.267 ms | 39 - 54 MB | CPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
76
+ | EfficientNet-B0 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 48.16 ms | 35 - 45 MB | CPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
77
+ | EfficientNet-B0 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.328 ms | 0 - 29 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
78
+ | EfficientNet-B0 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.673 ms | 0 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
79
+ | EfficientNet-B0 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.424 ms | 0 - 34 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
80
+ | EfficientNet-B0 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.685 ms | 0 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
81
+ | EfficientNet-B0 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.001 ms | 0 - 29 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
82
+ | EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.151 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
83
+ | EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.131 ms | 0 - 48 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
84
+ | EfficientNet-B0 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.78 ms | 0 - 35 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
85
+ | EfficientNet-B0 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.853 ms | 0 - 42 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
86
+ | EfficientNet-B0 | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 1.699 ms | 0 - 35 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
87
+ | EfficientNet-B0 | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 58.153 ms | 43 - 62 MB | CPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
88
+ | EfficientNet-B0 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.641 ms | 0 - 33 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
89
+ | EfficientNet-B0 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.768 ms | 0 - 42 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
90
+ | EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.905 ms | 18 - 18 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
91
+ | EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.668 ms | 8 - 8 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
92
 
93
 
94
 
tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
1
  tool_versions:
2
- qnn_dlc:
3
- qairt: 2.38.0.250901140452_125126
 
 
1
  tool_versions:
2
+ onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.23.0