v0.38.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.
- README.md +60 -66
- Shufflenet-v2_float.dlc +2 -2
- Shufflenet-v2_float.onnx.zip +2 -2
- Shufflenet-v2_w8a8.dlc +2 -2
- Shufflenet-v2_w8a8.onnx.zip +2 -2
- Shufflenet-v2_w8a8.tflite +1 -1
- precompiled/qualcomm-qcs6490-proxy/Shufflenet-v2_w8a8.bin +0 -3
- precompiled/qualcomm-qcs6490-proxy/Shufflenet-v2_w8a8.onnx.zip +0 -3
- precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +0 -3
- precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_float.bin +0 -3
- precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_float.onnx.zip +0 -3
- precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_w8a8.bin +0 -3
- precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_w8a8.onnx.zip +0 -3
- precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
- tool-versions.yaml +2 -2
README.md
CHANGED
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@@ -36,71 +36,65 @@ 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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|---|---|---|---|---|---|---|---|---|
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| Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.
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| Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.
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| Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.
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| Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.
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| Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.
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| Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.
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| Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX |
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| Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.
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| Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.
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| Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.
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| Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.
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| Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.
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| Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.692 ms |
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| Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.
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| Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.
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| Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.
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| Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.
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| Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.
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| Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.
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| Shufflenet-v2 | float | Samsung Galaxy
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| Shufflenet-v2 | float | Samsung Galaxy
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| Shufflenet-v2 | float | Samsung Galaxy
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| Shufflenet-v2 | float | Samsung Galaxy
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| Shufflenet-v2 | float | Samsung Galaxy
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| Shufflenet-v2 | float | Samsung Galaxy
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| Shufflenet-v2 | float | Snapdragon
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| Shufflenet-v2 | float | Snapdragon
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| Shufflenet-v2 |
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| Shufflenet-v2 |
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| Shufflenet-v2 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 | Samsung Galaxy
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| Shufflenet-v2 | w8a8 | Samsung Galaxy
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| Shufflenet-v2 | w8a8 | Samsung Galaxy
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 |
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| Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 6.408 ms | 1 - 174 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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| Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.244 ms | 0 - 20 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.307 ms | 0 - 23 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 6.625 ms | 1 - 168 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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| Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.595 ms | 4 - 4 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.18 ms | 5 - 5 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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@@ -182,7 +176,7 @@ from qai_hub_models.models.shufflenet_v2 import Model
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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
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| 38 |
|---|---|---|---|---|---|---|---|---|
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| 39 |
+
| Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1.615 ms | 0 - 19 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| 40 |
+
| Shufflenet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.58 ms | 1 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.784 ms | 0 - 28 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| Shufflenet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.182 ms | 1 - 29 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 43 |
+
| Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.702 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+
| Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.696 ms | 0 - 18 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 45 |
+
| Shufflenet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.006 ms | 0 - 18 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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| 46 |
+
| Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.972 ms | 0 - 19 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| 47 |
+
| Shufflenet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.924 ms | 1 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 48 |
+
| Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1.615 ms | 0 - 19 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| Shufflenet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.58 ms | 1 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 50 |
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| Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.704 ms | 0 - 29 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| 51 |
+
| Shufflenet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.692 ms | 1 - 19 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 52 |
+
| Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.201 ms | 0 - 25 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| 53 |
+
| Shufflenet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.135 ms | 1 - 25 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.703 ms | 0 - 30 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+
| Shufflenet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.693 ms | 1 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 56 |
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| Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.972 ms | 0 - 19 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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+
| Shufflenet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.924 ms | 1 - 20 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 58 |
+
| Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.45 ms | 0 - 28 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| 59 |
+
| Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.447 ms | 0 - 27 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 60 |
+
| Shufflenet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.605 ms | 0 - 27 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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| 61 |
+
| Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.368 ms | 0 - 27 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.tflite) |
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| 62 |
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| Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.346 ms | 1 - 31 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| 63 |
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| Shufflenet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.537 ms | 0 - 28 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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| Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.839 ms | 16 - 16 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.dlc) |
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| Shufflenet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.934 ms | 3 - 3 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2.onnx.zip) |
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| 66 |
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| Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.779 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.058 ms | 0 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.35 ms | 0 - 27 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.534 ms | 0 - 30 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.311 ms | 0 - 11 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.474 ms | 0 - 11 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.731 ms | 0 - 105 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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| Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.506 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.661 ms | 0 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.629 ms | 0 - 20 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 1.048 ms | 0 - 21 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
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| Shufflenet-v2 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 3.865 ms | 2 - 14 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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| Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 11.289 ms | 0 - 6 MB | CPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| Shufflenet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 3.071 ms | 0 - 3 MB | CPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
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| Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.779 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
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| 81 |
+
| Shufflenet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.058 ms | 0 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 82 |
+
| Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.314 ms | 0 - 10 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
|
| 83 |
+
| Shufflenet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.475 ms | 0 - 9 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 84 |
+
| Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.631 ms | 0 - 25 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
|
| 85 |
+
| Shufflenet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.811 ms | 0 - 23 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 86 |
+
| Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.318 ms | 0 - 11 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
|
| 87 |
+
| Shufflenet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.479 ms | 0 - 10 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 88 |
+
| Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.506 ms | 0 - 16 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
|
| 89 |
+
| Shufflenet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.661 ms | 0 - 17 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 90 |
+
| Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.221 ms | 0 - 28 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
|
| 91 |
+
| Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.336 ms | 0 - 29 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 92 |
+
| Shufflenet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.897 ms | 1 - 178 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
|
| 93 |
+
| Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.205 ms | 0 - 21 MB | NPU | [Shufflenet-v2.tflite](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.tflite) |
|
| 94 |
+
| Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.253 ms | 0 - 21 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 95 |
+
| Shufflenet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 5.204 ms | 4 - 176 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
|
| 96 |
+
| Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.596 ms | 4 - 4 MB | NPU | [Shufflenet-v2.dlc](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.dlc) |
|
| 97 |
+
| Shufflenet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 8.011 ms | 4 - 4 MB | NPU | [Shufflenet-v2.onnx.zip](https://huggingface.co/qualcomm/Shufflenet-v2/blob/main/Shufflenet-v2_w8a8.onnx.zip) |
|
|
|
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|
| 98 |
|
| 99 |
|
| 100 |
|
|
|
|
| 176 |
torch_model = Model.from_pretrained()
|
| 177 |
|
| 178 |
# Device
|
| 179 |
+
device = hub.Device("Samsung Galaxy S25")
|
| 180 |
|
| 181 |
# Trace model
|
| 182 |
input_shape = torch_model.get_input_spec()
|
Shufflenet-v2_float.dlc
CHANGED
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Shufflenet-v2_w8a8.onnx.zip
CHANGED
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Shufflenet-v2_w8a8.tflite
CHANGED
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DELETED
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precompiled/qualcomm-qcs6490-proxy/Shufflenet-v2_w8a8.onnx.zip
DELETED
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precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml
DELETED
|
@@ -1,3 +0,0 @@
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|
| 1 |
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tool_versions:
|
| 2 |
-
precompiled_qnn_onnx:
|
| 3 |
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qairt: 2.36.4.250725200057_123280
|
|
|
|
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|
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|
precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_float.bin
DELETED
|
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precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_float.onnx.zip
DELETED
|
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precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_w8a8.bin
DELETED
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precompiled/qualcomm-snapdragon-x-elite/Shufflenet-v2_w8a8.onnx.zip
DELETED
|
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version https://git-lfs.github.com/spec/v1
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|
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml
DELETED
|
@@ -1,3 +0,0 @@
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|
| 1 |
-
tool_versions:
|
| 2 |
-
precompiled_qnn_onnx:
|
| 3 |
-
qairt: 2.36.4.250725200057_123280
|
|
|
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|
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|
|
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|
|
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
|