v0.40.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.40.0 for changelog.
- README.md +53 -45
- ResNet-3D_float.dlc +2 -2
- ResNet-3D_float.onnx.zip +1 -1
- ResNet-3D_w8a8.dlc +2 -2
- ResNet-3D_w8a8.onnx.zip +3 -0
- tool-versions.yaml +3 -2
README.md
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@@ -37,51 +37,59 @@ 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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| ResNet-3D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE |
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| ResNet-3D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC |
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| ResNet-3D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| ResNet-3D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 26.
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| ResNet-3D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 294.
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| ResNet-3D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 13.
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| ResNet-3D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.
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| ResNet-3D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
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| ResNet-3D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 24.
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| ResNet-3D | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE |
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| ResNet-3D | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC |
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| ResNet-3D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE |
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| ResNet-3D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 13.
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| ResNet-3D | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE |
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| ResNet-3D | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 25.
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| ResNet-3D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE |
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| ResNet-3D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 13.
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| ResNet-3D | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
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| ResNet-3D | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 24.
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| ResNet-3D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE |
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| ResNet-3D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 9.
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| ResNet-3D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.
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| ResNet-3D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE |
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| ResNet-3D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.
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| ResNet-3D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.
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| ResNet-3D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE |
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| ResNet-3D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.
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| ResNet-3D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.
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| ResNet-3D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 13.
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| ResNet-3D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.
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| 70 |
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| ResNet-3D | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.
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| ResNet-3D | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.
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| ResNet-3D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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| ResNet-3D | w8a8 |
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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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| 39 |
|---|---|---|---|---|---|---|---|---|
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| 40 |
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| ResNet-3D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 580.801 ms | 0 - 53 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 91.122 ms | 0 - 77 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 313.976 ms | 0 - 56 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 26.683 ms | 2 - 66 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 294.025 ms | 0 - 21 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 13.104 ms | 2 - 20 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.516 ms | 2 - 15 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx.zip) |
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| ResNet-3D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 269.963 ms | 0 - 53 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 24.201 ms | 2 - 80 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 580.801 ms | 0 - 53 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 91.122 ms | 0 - 77 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 295.781 ms | 0 - 21 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 13.059 ms | 2 - 22 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 329.276 ms | 0 - 44 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 25.867 ms | 0 - 66 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 294.276 ms | 0 - 21 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 13.074 ms | 2 - 23 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 269.963 ms | 0 - 53 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 24.201 ms | 2 - 80 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 199.423 ms | 0 - 67 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 9.374 ms | 2 - 95 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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+
| ResNet-3D | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.753 ms | 2 - 64 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx.zip) |
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| ResNet-3D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 190.377 ms | 0 - 55 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.57 ms | 0 - 83 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.035 ms | 0 - 47 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx.zip) |
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| ResNet-3D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 177.948 ms | 0 - 53 MB | NPU | [ResNet-3D.tflite](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.tflite) |
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| ResNet-3D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.826 ms | 2 - 75 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 6.067 ms | 2 - 55 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx.zip) |
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| ResNet-3D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 13.589 ms | 1031 - 1031 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.dlc) |
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| ResNet-3D | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.525 ms | 64 - 64 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D.onnx.zip) |
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| ResNet-3D | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 13.186 ms | 1 - 33 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.649 ms | 1 - 79 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.866 ms | 0 - 12 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 4.049 ms | 0 - 92 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 17.574 ms | 1 - 32 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 24.093 ms | 1 - 62 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 276.665 ms | 46 - 59 MB | CPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 257.074 ms | 42 - 94 MB | CPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 13.186 ms | 1 - 33 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.835 ms | 1 - 11 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 7.494 ms | 1 - 36 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.847 ms | 0 - 11 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 17.574 ms | 1 - 32 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.85 ms | 1 - 75 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 2.899 ms | 0 - 82 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.203 ms | 1 - 38 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 2.452 ms | 0 - 41 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_DLC | 6.7 ms | 1 - 38 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | ONNX | 292.693 ms | 47 - 63 MB | CPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 1.725 ms | 1 - 39 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 1.871 ms | 1 - 35 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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| ResNet-3D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.119 ms | 359 - 359 MB | NPU | [ResNet-3D.dlc](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.dlc) |
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| ResNet-3D | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 4.046 ms | 33 - 33 MB | NPU | [ResNet-3D.onnx.zip](https://huggingface.co/qualcomm/ResNet-3D/blob/main/ResNet-3D_w8a8.onnx.zip) |
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ResNet-3D_float.dlc
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ResNet-3D_float.onnx.zip
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ResNet-3D_w8a8.dlc
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:d41c66e226dcb959c3136cdaa6f904ed0f021cf1c00a25e5f22a1c8d842b7878
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| 3 |
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size 33718508
|
ResNet-3D_w8a8.onnx.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:5318cbcd6507ec6cdb50d7b6965c5cb44530be5c987547b012088147202093a0
|
| 3 |
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size 52964279
|
tool-versions.yaml
CHANGED
|
@@ -1,3 +1,4 @@
|
|
| 1 |
tool_versions:
|
| 2 |
-
|
| 3 |
-
qairt: 2.
|
|
|
|
|
|
| 1 |
tool_versions:
|
| 2 |
+
onnx:
|
| 3 |
+
qairt: 2.37.1.250807093845_124904
|
| 4 |
+
onnx_runtime: 1.23.0
|