v0.44.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.
- DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
- FCN-ResNet50_float.dlc +1 -1
- FCN-ResNet50_float.onnx.zip +2 -2
- FCN-ResNet50_float.tflite +2 -2
- FCN-ResNet50_w8a8.dlc +1 -1
- FCN-ResNet50_w8a8.onnx.zip +2 -2
- FCN-ResNet50_w8a8.tflite +2 -2
- LICENSE +0 -1
- README.md +70 -69
DEPLOYMENT_MODEL_LICENSE.pdf
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LICENSE
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The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
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The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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The license of the original trained model can be found at https://github.com/pytorch/vision/blob/main/LICENSE.
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README.md
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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 |
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| FCN-ResNet50 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 271.
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| FCN-ResNet50 | float | QCS8450 (Proxy) | Qualcomm
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| FCN-ResNet50 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC |
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| FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE |
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| FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC |
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| FCN-ResNet50 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX |
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| FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
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| FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 72.
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| FCN-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE |
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| FCN-ResNet50 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 271.
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| FCN-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE |
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| FCN-ResNet50 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC |
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| FCN-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE |
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| FCN-ResNet50 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 93.
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| FCN-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE |
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| FCN-ResNet50 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 43.
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| FCN-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
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| FCN-ResNet50 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 72.
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| FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE |
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| FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.
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| FCN-ResNet50 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 32.
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| FCN-ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE |
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| FCN-ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 26.
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| FCN-ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 26.
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| FCN-ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE |
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| FCN-ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC |
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-
| FCN-ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 21.
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| FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 43.
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| FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 43.
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| FCN-ResNet50 | w8a8 | Dragonwing
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| FCN-ResNet50 | w8a8 | Dragonwing
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| FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile |
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| FCN-ResNet50 | w8a8 | Samsung Galaxy
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| FCN-ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile |
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| FCN-ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile |
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| FCN-ResNet50 | w8a8 | Snapdragon
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| FCN-ResNet50 | w8a8 | Snapdragon
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| FCN-ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile |
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@@ -280,7 +282,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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## License
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* The license for the original implementation of FCN-ResNet50 can be found
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[here](https://github.com/pytorch/vision/blob/main/LICENSE).
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-
* The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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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 | 270.53 ms | 1 - 292 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 | 271.274 ms | 3 - 266 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 | 103.562 ms | 0 - 328 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 | 100.83 ms | 3 - 288 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 | 43.941 ms | 0 - 3 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 | 42.972 ms | 3 - 6 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) | ONNX | 43.011 ms | 0 - 79 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
|
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+
| FCN-ResNet50 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 329.164 ms | 0 - 294 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 | 72.364 ms | 0 - 264 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 | 270.53 ms | 1 - 292 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 | 271.274 ms | 3 - 266 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 | 43.615 ms | 0 - 2 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 | 42.982 ms | 3 - 6 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 | 94.77 ms | 0 - 256 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 | 93.861 ms | 0 - 231 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 | 43.484 ms | 0 - 4 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 | 43.106 ms | 3 - 11 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 | 329.164 ms | 0 - 294 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 | 72.364 ms | 0 - 264 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 | TFLITE | 33.0 ms | 0 - 387 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 | 32.082 ms | 3 - 347 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 | 32.129 ms | 4 - 314 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
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| FCN-ResNet50 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 27.243 ms | 0 - 307 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 26.13 ms | 3 - 284 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 S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 26.735 ms | 2 - 239 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
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| FCN-ResNet50 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 34.739 ms | 0 - 394 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 22.939 ms | 3 - 295 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 Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 21.287 ms | 4 - 254 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
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| FCN-ResNet50 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 43.749 ms | 3 - 3 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 | 43.726 ms | 63 - 63 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50.onnx.zip) |
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| FCN-ResNet50 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 307.262 ms | 0 - 323 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
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| FCN-ResNet50 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 366.933 ms | 1 - 329 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
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| FCN-ResNet50 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | ONNX | 852.758 ms | 48 - 63 MB | CPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
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| 73 |
+
| FCN-ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 81.051 ms | 0 - 39 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 74 |
+
| FCN-ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 79.112 ms | 1 - 3 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 75 |
+
| FCN-ResNet50 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 903.646 ms | 66 - 111 MB | CPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 76 |
+
| FCN-ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 37.19 ms | 0 - 184 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 77 |
+
| FCN-ResNet50 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 38.259 ms | 1 - 183 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 78 |
+
| FCN-ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 22.245 ms | 0 - 239 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 79 |
+
| FCN-ResNet50 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.562 ms | 1 - 237 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 80 |
+
| FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 13.526 ms | 0 - 3 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 81 |
+
| FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 14.314 ms | 1 - 3 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 82 |
+
| FCN-ResNet50 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 13.824 ms | 0 - 42 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 83 |
+
| FCN-ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 13.943 ms | 0 - 184 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 84 |
+
| FCN-ResNet50 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.777 ms | 1 - 183 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 85 |
+
| FCN-ResNet50 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 852.871 ms | 64 - 121 MB | CPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 86 |
+
| FCN-ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 37.19 ms | 0 - 184 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 87 |
+
| FCN-ResNet50 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 38.259 ms | 1 - 183 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 88 |
+
| FCN-ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 13.5 ms | 0 - 3 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 89 |
+
| FCN-ResNet50 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 14.32 ms | 1 - 3 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 90 |
+
| FCN-ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 20.346 ms | 0 - 186 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 91 |
+
| FCN-ResNet50 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 21.177 ms | 1 - 187 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 92 |
+
| FCN-ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 13.481 ms | 0 - 3 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 93 |
+
| FCN-ResNet50 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 14.265 ms | 1 - 3 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 94 |
+
| FCN-ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 13.943 ms | 0 - 184 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 95 |
+
| FCN-ResNet50 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.777 ms | 1 - 183 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 96 |
+
| FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 9.659 ms | 0 - 245 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 97 |
+
| FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 10.339 ms | 1 - 246 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 98 |
+
| FCN-ResNet50 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 9.91 ms | 1 - 233 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 99 |
+
| FCN-ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 8.188 ms | 0 - 178 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 100 |
+
| FCN-ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 8.44 ms | 1 - 179 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 101 |
+
| FCN-ResNet50 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 8.426 ms | 1 - 155 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 102 |
+
| FCN-ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 25.494 ms | 0 - 261 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 103 |
+
| FCN-ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 24.907 ms | 1 - 264 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 104 |
+
| FCN-ResNet50 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 695.861 ms | 49 - 64 MB | CPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 105 |
+
| FCN-ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 6.749 ms | 0 - 218 MB | NPU | [FCN-ResNet50.tflite](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.tflite) |
|
| 106 |
+
| FCN-ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 7.03 ms | 1 - 217 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 107 |
+
| FCN-ResNet50 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 7.006 ms | 1 - 194 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
| 108 |
+
| FCN-ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 14.658 ms | 1 - 1 MB | NPU | [FCN-ResNet50.dlc](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.dlc) |
|
| 109 |
+
| FCN-ResNet50 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 13.907 ms | 32 - 32 MB | NPU | [FCN-ResNet50.onnx.zip](https://huggingface.co/qualcomm/FCN-ResNet50/blob/main/FCN-ResNet50_w8a8.onnx.zip) |
|
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## License
|
| 283 |
* The license for the original implementation of FCN-ResNet50 can be found
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| 284 |
[here](https://github.com/pytorch/vision/blob/main/LICENSE).
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