v0.38.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.
- FFNet-122NS-LowRes_float.dlc +2 -2
- FFNet-122NS-LowRes_float.onnx.zip +2 -2
- FFNet-122NS-LowRes_w8a8.dlc +2 -2
- FFNet-122NS-LowRes_w8a8.onnx.zip +2 -2
- FFNet-122NS-LowRes_w8a8.tflite +1 -1
- README.md +60 -66
- precompiled/qualcomm-qcs6490-proxy/FFNet-122NS-LowRes_w8a8.bin +0 -3
- precompiled/qualcomm-qcs6490-proxy/FFNet-122NS-LowRes_w8a8.onnx.zip +0 -3
- precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
- precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_float.bin +0 -3
- precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_float.onnx.zip +0 -3
- precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_w8a8.bin +0 -3
- precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_w8a8.onnx.zip +0 -3
- precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
- tool-versions.yaml +2 -2
FFNet-122NS-LowRes_float.dlc
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FFNet-122NS-LowRes_float.onnx.zip
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FFNet-122NS-LowRes_w8a8.dlc
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FFNet-122NS-LowRes_w8a8.onnx.zip
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FFNet-122NS-LowRes_w8a8.tflite
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README.md
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@@ -37,71 +37,65 @@ 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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| FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 40.
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| FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 37.
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| FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.
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| FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.
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| FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.
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| FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX |
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| FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.
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| FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.
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| FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 40.
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| FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 37.
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| FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.
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| FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.
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| FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.
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| FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 16.
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| FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.
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| FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.
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| FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.
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| FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.
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| FFNet-122NS-LowRes | float | Samsung Galaxy
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| FFNet-122NS-LowRes | float | Samsung Galaxy
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| FFNet-122NS-LowRes | float | Samsung Galaxy
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| FFNet-122NS-LowRes | float | Samsung Galaxy
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| FFNet-122NS-LowRes | float | Samsung Galaxy
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| FFNet-122NS-LowRes | float | Samsung Galaxy
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| FFNet-122NS-LowRes | float | Snapdragon
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| FFNet-122NS-LowRes | float | Snapdragon
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| FFNet-122NS-LowRes |
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| FFNet-122NS-LowRes |
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| FFNet-122NS-LowRes |
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| FFNet-122NS-LowRes | w8a8 |
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| FFNet-122NS-LowRes | w8a8 |
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| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy
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| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy
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| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy
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| FFNet-122NS-LowRes | w8a8 |
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| FFNet-122NS-LowRes | w8a8 |
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| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 66.635 ms | 163 - 2209 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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| FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.965 ms | 0 - 63 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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| FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 2.547 ms | 2 - 68 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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| FFNet-122NS-LowRes | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 60.958 ms | 131 - 1035 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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| FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.845 ms | 181 - 181 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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| FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 81.425 ms | 232 - 232 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
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torch_model = Model.from_pretrained()
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# Device
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device = hub.Device("Samsung Galaxy
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# Trace model
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input_shape = torch_model.get_input_spec()
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
|
| 39 |
|---|---|---|---|---|---|---|---|---|
|
| 40 |
+
| FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 40.197 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 37.883 ms | 6 - 36 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 15.206 ms | 1 - 119 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 23.687 ms | 3 - 43 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 12.174 ms | 1 - 34 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 11.069 ms | 6 - 21 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.036 ms | 0 - 69 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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| FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 15.428 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 14.258 ms | 3 - 34 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 40.197 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 37.883 ms | 6 - 36 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 12.206 ms | 1 - 20 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 11.107 ms | 6 - 21 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 17.126 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 16.327 ms | 0 - 30 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 12.153 ms | 1 - 14 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 11.111 ms | 6 - 19 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 15.428 ms | 1 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 14.258 ms | 3 - 34 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 8.271 ms | 1 - 116 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 7.697 ms | 6 - 49 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.017 ms | 6 - 59 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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| FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 6.822 ms | 0 - 66 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.tflite) |
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| FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 6.629 ms | 6 - 43 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
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| FFNet-122NS-LowRes | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 6.694 ms | 3 - 44 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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| FFNet-122NS-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 11.662 ms | 100 - 100 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.dlc) |
|
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| FFNet-122NS-LowRes | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 7.126 ms | 57 - 57 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes.onnx.zip) |
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| 67 |
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| FFNet-122NS-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 6.403 ms | 0 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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| FFNet-122NS-LowRes | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 9.298 ms | 2 - 64 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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| FFNet-122NS-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.175 ms | 0 - 109 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
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| FFNet-122NS-LowRes | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 6.792 ms | 2 - 104 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
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| 71 |
+
| FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 2.839 ms | 0 - 195 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 72 |
+
| FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 4.511 ms | 1 - 175 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 73 |
+
| FFNet-122NS-LowRes | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 75.023 ms | 129 - 398 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
|
| 74 |
+
| FFNet-122NS-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 3.277 ms | 0 - 60 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 75 |
+
| FFNet-122NS-LowRes | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 4.974 ms | 2 - 64 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 76 |
+
| FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 9.625 ms | 0 - 73 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 77 |
+
| FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 19.779 ms | 2 - 75 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 78 |
+
| FFNet-122NS-LowRes | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 201.854 ms | 57 - 78 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
|
| 79 |
+
| FFNet-122NS-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 67.377 ms | 12 - 24 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 80 |
+
| FFNet-122NS-LowRes | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 214.595 ms | 28 - 64 MB | CPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
|
| 81 |
+
| FFNet-122NS-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 6.403 ms | 0 - 61 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 82 |
+
| FFNet-122NS-LowRes | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 9.298 ms | 2 - 64 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 83 |
+
| FFNet-122NS-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 2.841 ms | 0 - 193 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 84 |
+
| FFNet-122NS-LowRes | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 4.503 ms | 0 - 186 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 85 |
+
| FFNet-122NS-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 4.161 ms | 0 - 67 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 86 |
+
| FFNet-122NS-LowRes | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 6.003 ms | 2 - 71 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 87 |
+
| FFNet-122NS-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 2.838 ms | 0 - 194 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 88 |
+
| FFNet-122NS-LowRes | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 4.505 ms | 2 - 171 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 89 |
+
| FFNet-122NS-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 3.277 ms | 0 - 60 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 90 |
+
| FFNet-122NS-LowRes | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 4.974 ms | 2 - 64 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 91 |
+
| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 2.053 ms | 0 - 103 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 92 |
+
| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 3.163 ms | 2 - 99 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 93 |
+
| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 58.812 ms | 136 - 2032 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
|
| 94 |
+
| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 1.663 ms | 1 - 63 MB | NPU | [FFNet-122NS-LowRes.tflite](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.tflite) |
|
| 95 |
+
| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 2.173 ms | 2 - 68 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 96 |
+
| FFNet-122NS-LowRes | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 58.911 ms | 139 - 1346 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
|
| 97 |
+
| FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 4.786 ms | 177 - 177 MB | NPU | [FFNet-122NS-LowRes.dlc](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.dlc) |
|
| 98 |
+
| FFNet-122NS-LowRes | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 80.132 ms | 232 - 232 MB | NPU | [FFNet-122NS-LowRes.onnx.zip](https://huggingface.co/qualcomm/FFNet-122NS-LowRes/blob/main/FFNet-122NS-LowRes_w8a8.onnx.zip) |
|
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| 99 |
|
| 100 |
|
| 101 |
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|
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|
| 177 |
torch_model = Model.from_pretrained()
|
| 178 |
|
| 179 |
# Device
|
| 180 |
+
device = hub.Device("Samsung Galaxy S25")
|
| 181 |
|
| 182 |
# Trace model
|
| 183 |
input_shape = torch_model.get_input_spec()
|
precompiled/qualcomm-qcs6490-proxy/FFNet-122NS-LowRes_w8a8.bin
DELETED
|
@@ -1,3 +0,0 @@
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| 1 |
-
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:47f4272eb732c8e0b7a1659457baaef1dd639e71a6f0f5a2a6dbc0fa46d32cf0
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| 3 |
-
size 32739328
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precompiled/qualcomm-qcs6490-proxy/FFNet-122NS-LowRes_w8a8.onnx.zip
DELETED
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@@ -1,3 +0,0 @@
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|
| 1 |
-
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:ffc703b1e9f1ba3724dd862359ca2b3b4173c17794d1c484f304e1196c894486
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| 3 |
-
size 27386168
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precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
tool_versions:
|
| 2 |
-
precompiled_qnn_onnx:
|
| 3 |
-
qairt: 2.36.4.250725200057_123280
|
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precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_float.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:1217d3e28e2ce78c3cf423bb3dd1f0b897e24fad7b24786751e27b963394f52e
|
| 3 |
-
size 65069056
|
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precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_float.onnx.zip
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:18d80c4a3aafbe1e6425e3b671188b90e8c7312ac99ea60de9ecdf389a9b5ed2
|
| 3 |
-
size 60255472
|
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precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_w8a8.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:5536fb290fd37fbbe78c5cabc14a838b30791b3bba6ff807c8fe086d705e899c
|
| 3 |
-
size 32681984
|
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precompiled/qualcomm-snapdragon-x-elite/FFNet-122NS-LowRes_w8a8.onnx.zip
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:c07429cf95857b54e4008d2aa5053b60b534d24fe8269af8ff1b6ada324e269e
|
| 3 |
-
size 27342155
|
|
|
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|
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|
|
|
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
tool_versions:
|
| 2 |
-
precompiled_qnn_onnx:
|
| 3 |
-
qairt: 2.36.4.250725200057_123280
|
|
|
|
|
|
|
|
|
|
|
|
tool-versions.yaml
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
tool_versions:
|
| 2 |
onnx:
|
| 3 |
-
qairt: 2.
|
| 4 |
-
onnx_runtime: 1.22.
|
|
|
|
| 1 |
tool_versions:
|
| 2 |
onnx:
|
| 3 |
+
qairt: 2.37.1.250807093845_124904
|
| 4 |
+
onnx_runtime: 1.22.2
|