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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (14) hide show
  1. FCN-ResNet50.dlc +2 -2
  2. FCN-ResNet50.onnx.zip +1 -1
  3. FCN-ResNet50_w8a8.dlc +2 -2
  4. FCN-ResNet50_w8a8.onnx.zip +0 -3
  5. FCN-ResNet50_w8a8.tflite +1 -1
  6. README.md +57 -60
  7. precompiled/qualcomm-qcs6490-proxy/FCN-ResNet50_w8a8.bin +2 -2
  8. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +1 -1
  9. precompiled/qualcomm-snapdragon-x-elite/FCN-ResNet50.bin +2 -2
  10. precompiled/qualcomm-snapdragon-x-elite/FCN-ResNet50.onnx.zip +2 -2
  11. precompiled/qualcomm-snapdragon-x-elite/FCN-ResNet50_w8a8.bin +2 -2
  12. precompiled/qualcomm-snapdragon-x-elite/FCN-ResNet50_w8a8.onnx.zip +2 -2
  13. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
  14. sdk_versions.yml +3 -3
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@@ -37,66 +37,63 @@ 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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- | FCN-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 277.956 ms | 0 - 139 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 270.977 ms | 0 - 115 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 77.882 ms | 0 - 118 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 83.4 ms | 3 - 70 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 47.391 ms | 0 - 24 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 43.413 ms | 3 - 47 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 77.268 ms | 0 - 139 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 72.442 ms | 3 - 118 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 277.956 ms | 0 - 139 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 270.977 ms | 0 - 115 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 48.303 ms | 0 - 23 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 42.988 ms | 3 - 48 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 84.685 ms | 0 - 93 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 77.227 ms | 3 - 67 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 48.13 ms | 0 - 28 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 43.478 ms | 3 - 47 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 77.268 ms | 0 - 139 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 72.442 ms | 3 - 118 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 47.776 ms | 0 - 19 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 43.261 ms | 3 - 47 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 43.499 ms | 4 - 41 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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- | FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 35.028 ms | 0 - 171 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.598 ms | 3 - 127 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.687 ms | 2 - 127 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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- | FCN-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 28.879 ms | 0 - 139 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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- | FCN-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 31.29 ms | 3 - 136 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 31.067 ms | 3 - 118 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
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- | FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 45.574 ms | 35 - 35 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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- | FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 44.571 ms | 63 - 63 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx) |
69
- | FCN-ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 269.663 ms | 0 - 49 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
70
- | FCN-ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 38.392 ms | 1 - 59 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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- | FCN-ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 17.341 ms | 0 - 93 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
72
- | FCN-ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.505 ms | 1 - 91 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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- | FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 14.623 ms | 0 - 15 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
74
- | FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 14.064 ms | 0 - 20 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
75
- | FCN-ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.062 ms | 0 - 50 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
76
- | FCN-ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.347 ms | 1 - 60 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
77
- | FCN-ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 137.293 ms | 0 - 124 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
78
- | FCN-ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 1386.535 ms | 86 - 164 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
79
- | FCN-ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 269.663 ms | 0 - 49 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
80
- | FCN-ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 38.392 ms | 1 - 59 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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- | FCN-ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 14.785 ms | 0 - 88 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
82
- | FCN-ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 14.083 ms | 0 - 19 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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- | FCN-ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 21.754 ms | 0 - 51 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
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- | FCN-ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 20.81 ms | 1 - 64 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
85
- | FCN-ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 14.67 ms | 0 - 14 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
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- | FCN-ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 13.997 ms | 0 - 20 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
87
- | FCN-ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.062 ms | 0 - 50 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
88
- | FCN-ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.347 ms | 1 - 60 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
89
- | FCN-ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 14.697 ms | 0 - 12 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
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- | FCN-ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 14.061 ms | 0 - 18 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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- | FCN-ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 13.677 ms | 0 - 98 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx) |
92
- | FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 11.031 ms | 0 - 84 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
93
- | FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 10.585 ms | 1 - 93 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
94
- | FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 10.471 ms | 1 - 98 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx) |
95
- | FCN-ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 10.714 ms | 0 - 54 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
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- | FCN-ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 10.168 ms | 1 - 62 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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- | FCN-ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 10.2 ms | 1 - 64 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx) |
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- | FCN-ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 16.325 ms | 115 - 115 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
99
- | FCN-ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 14.745 ms | 32 - 32 MB | NPU | [FCN-ResNet50.onnx](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | FCN-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 277.436 ms | 0 - 133 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
41
+ | FCN-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 286.762 ms | 0 - 188 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
42
+ | FCN-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 74.583 ms | 0 - 121 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
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+ | FCN-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 100.538 ms | 3 - 97 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
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+ | FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 47.438 ms | 0 - 22 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
45
+ | FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 59.347 ms | 3 - 65 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
46
+ | FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 77.225 ms | 0 - 133 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
47
+ | FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 86.085 ms | 3 - 193 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
48
+ | FCN-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 277.436 ms | 0 - 133 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
49
+ | FCN-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 286.762 ms | 0 - 188 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
50
+ | FCN-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 47.227 ms | 0 - 22 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
51
+ | FCN-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 59.24 ms | 3 - 67 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
52
+ | FCN-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 84.449 ms | 0 - 96 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
53
+ | FCN-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 93.247 ms | 0 - 97 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
54
+ | FCN-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 47.578 ms | 0 - 21 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
55
+ | FCN-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 58.383 ms | 3 - 58 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
56
+ | FCN-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 77.225 ms | 0 - 133 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
57
+ | FCN-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 86.085 ms | 3 - 193 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
58
+ | FCN-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 46.987 ms | 0 - 22 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
59
+ | FCN-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 59.032 ms | 3 - 63 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
60
+ | FCN-ResNet50 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 42.728 ms | 0 - 109 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
61
+ | FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 35.202 ms | 0 - 157 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
62
+ | FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 45.845 ms | 3 - 200 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
63
+ | FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.513 ms | 3 - 121 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
64
+ | FCN-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 34.299 ms | 0 - 135 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.tflite) |
65
+ | FCN-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 42.928 ms | 3 - 213 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
66
+ | FCN-ResNet50 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 31.304 ms | 3 - 108 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
67
+ | FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 56.355 ms | 75 - 75 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.dlc) |
68
+ | FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 44.241 ms | 63 - 63 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
69
+ | FCN-ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 39.449 ms | 0 - 52 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
70
+ | FCN-ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 39.025 ms | 1 - 78 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
71
+ | FCN-ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 17.366 ms | 0 - 91 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
72
+ | FCN-ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 26.868 ms | 1 - 97 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
73
+ | FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 14.603 ms | 0 - 11 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
74
+ | FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 15.06 ms | 1 - 18 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
75
+ | FCN-ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.034 ms | 0 - 52 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
76
+ | FCN-ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 15.086 ms | 1 - 66 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
77
+ | FCN-ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 110.77 ms | 0 - 130 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
78
+ | FCN-ResNet50 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 137.872 ms | 0 - 159 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
79
+ | FCN-ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 1386.044 ms | 69 - 146 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
80
+ | FCN-ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 39.449 ms | 0 - 52 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
81
+ | FCN-ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 39.025 ms | 1 - 78 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
82
+ | FCN-ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 14.605 ms | 0 - 109 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
83
+ | FCN-ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 15.043 ms | 3 - 21 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
84
+ | FCN-ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 21.797 ms | 0 - 58 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
85
+ | FCN-ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 21.578 ms | 1 - 78 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
86
+ | FCN-ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 14.643 ms | 0 - 16 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
87
+ | FCN-ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 14.934 ms | 0 - 20 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
88
+ | FCN-ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.034 ms | 0 - 52 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
89
+ | FCN-ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 15.086 ms | 1 - 66 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
90
+ | FCN-ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 14.601 ms | 0 - 18 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
91
+ | FCN-ResNet50 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 15.033 ms | 0 - 19 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
92
+ | FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 10.967 ms | 0 - 82 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
93
+ | FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.685 ms | 1 - 108 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
94
+ | FCN-ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 10.673 ms | 0 - 57 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
95
+ | FCN-ResNet50 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 10.021 ms | 1 - 71 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
96
+ | FCN-ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 15.09 ms | 104 - 104 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
 
 
 
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