v0.44.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.
- .gitattributes +1 -0
- LICENSE +0 -1
- MobileNet-v2_float.dlc +1 -1
- MobileNet-v2_float.onnx.zip +2 -2
- MobileNet-v2_float.tflite +2 -2
- MobileNet-v2_w8a16.dlc +1 -1
- MobileNet-v2_w8a16_mixed_int16.dlc +1 -1
- DEPLOYMENT_MODEL_LICENSE.pdf → MobileNet-v2_w8a8.dlc +2 -2
- MobileNet-v2_w8a8.tflite +3 -0
- README.md +91 -58
- tool-versions.yaml +1 -1
.gitattributes
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@@ -40,3 +40,4 @@ MobileNet-v2_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
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DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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MobileNet-v2_float.dlc filter=lfs diff=lfs merge=lfs -text
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MobileNet-v2_w8a16_mixed_int16.dlc filter=lfs diff=lfs merge=lfs -text
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DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
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MobileNet-v2_float.dlc filter=lfs diff=lfs merge=lfs -text
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MobileNet-v2_w8a16_mixed_int16.dlc filter=lfs diff=lfs merge=lfs -text
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MobileNet-v2_w8a8.dlc filter=lfs diff=lfs merge=lfs -text
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LICENSE
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The license of the original trained model can be found at https://github.com/tonylins/pytorch-mobilenet-v2/blob/master/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/tonylins/pytorch-mobilenet-v2/blob/master/LICENSE.
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MobileNet-v2_float.dlc
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MobileNet-v2_float.onnx.zip
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MobileNet-v2_float.tflite
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MobileNet-v2_w8a16.dlc
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MobileNet-v2_w8a16_mixed_int16.dlc
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DEPLOYMENT_MODEL_LICENSE.pdf → MobileNet-v2_w8a8.dlc
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MobileNet-v2_w8a8.tflite
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README.md
CHANGED
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@@ -38,63 +38,97 @@ 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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| 40 |
|---|---|---|---|---|---|---|---|---|
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| 41 |
-
| MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.
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| 42 |
-
| MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.
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-
| MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.
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| 44 |
-
| MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.
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-
| MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.
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| 46 |
-
| MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.
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| 47 |
-
| MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.
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| 48 |
-
| MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
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| 49 |
-
| MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.
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| 50 |
-
| MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.
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| 51 |
-
| MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.
|
| 52 |
-
| MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.
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| 53 |
-
| MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.
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| 54 |
-
| MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.
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| 55 |
-
| MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.
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| 56 |
-
| MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.
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| 57 |
-
| MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.845 ms |
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| 58 |
-
| MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
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| 59 |
-
| MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.
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| 60 |
-
| MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.
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| 61 |
-
| MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.
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-
| MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.
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| 63 |
-
| MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.
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| 64 |
-
| MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.
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| 65 |
-
| MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.
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| 66 |
-
| MobileNet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.
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-
| MobileNet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.
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-
| MobileNet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.
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| 69 |
-
| MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.
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| 70 |
-
| MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.
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| 71 |
-
| MobileNet-v2 | w8a16 | Dragonwing
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-
| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 | Samsung Galaxy
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| MobileNet-v2 | w8a16 |
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| MobileNet-v2 | w8a16 | Snapdragon
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| MobileNet-v2 | w8a16 | Snapdragon
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| MobileNet-v2 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 |
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| MobileNet-v2 | w8a16_mixed_int16 | Snapdragon
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@@ -270,7 +304,6 @@ 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 MobileNet-v2 can be found
|
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[here](https://github.com/tonylins/pytorch-mobilenet-v2/blob/master/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
|
| 40 |
|---|---|---|---|---|---|---|---|---|
|
| 41 |
+
| MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.615 ms | 0 - 127 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 42 |
+
| MobileNet-v2 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.598 ms | 1 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 43 |
+
| MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.527 ms | 0 - 158 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 44 |
+
| MobileNet-v2 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.528 ms | 1 - 154 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 45 |
+
| MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.843 ms | 0 - 2 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 46 |
+
| MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.846 ms | 1 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 47 |
+
| MobileNet-v2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 0.832 ms | 0 - 10 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
|
| 48 |
+
| MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.199 ms | 0 - 127 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 49 |
+
| MobileNet-v2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.196 ms | 1 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 50 |
+
| MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.615 ms | 0 - 127 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 51 |
+
| MobileNet-v2 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.598 ms | 1 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 52 |
+
| MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.85 ms | 0 - 2 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 53 |
+
| MobileNet-v2 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.847 ms | 1 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 54 |
+
| MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.461 ms | 0 - 134 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 55 |
+
| MobileNet-v2 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.415 ms | 0 - 131 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
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+
| MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.844 ms | 0 - 2 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
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+
| MobileNet-v2 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.845 ms | 1 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
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+
| MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.199 ms | 0 - 127 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
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+
| MobileNet-v2 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.196 ms | 1 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
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+
| MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.556 ms | 0 - 151 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
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+
| MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.565 ms | 1 - 152 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 62 |
+
| MobileNet-v2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.528 ms | 0 - 125 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
|
| 63 |
+
| MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.435 ms | 0 - 132 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 64 |
+
| MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.432 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 65 |
+
| MobileNet-v2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.439 ms | 0 - 101 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
|
| 66 |
+
| MobileNet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.342 ms | 0 - 131 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.tflite) |
|
| 67 |
+
| MobileNet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.335 ms | 0 - 128 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
| 68 |
+
| MobileNet-v2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.38 ms | 0 - 100 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
|
| 69 |
+
| MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.0 ms | 1 - 1 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.dlc) |
|
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+
| MobileNet-v2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.77 ms | 7 - 7 MB | NPU | [MobileNet-v2.onnx.zip](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2.onnx.zip) |
|
| 71 |
+
| MobileNet-v2 | w8a16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 3.366 ms | 0 - 129 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 72 |
+
| MobileNet-v2 | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 2.415 ms | 0 - 2 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 73 |
+
| MobileNet-v2 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.759 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 74 |
+
| MobileNet-v2 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.989 ms | 0 - 145 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 75 |
+
| MobileNet-v2 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.814 ms | 0 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 76 |
+
| MobileNet-v2 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.019 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 77 |
+
| MobileNet-v2 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.759 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 78 |
+
| MobileNet-v2 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.814 ms | 0 - 2 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 79 |
+
| MobileNet-v2 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.277 ms | 0 - 130 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 80 |
+
| MobileNet-v2 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.811 ms | 0 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 81 |
+
| MobileNet-v2 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.019 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 82 |
+
| MobileNet-v2 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.561 ms | 0 - 145 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 83 |
+
| MobileNet-v2 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.374 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 84 |
+
| MobileNet-v2 | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.838 ms | 0 - 128 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 85 |
+
| MobileNet-v2 | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.301 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 86 |
+
| MobileNet-v2 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.951 ms | 0 - 0 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16.dlc) |
|
| 87 |
+
| MobileNet-v2 | w8a16_mixed_int16 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 4.736 ms | 0 - 130 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 88 |
+
| MobileNet-v2 | w8a16_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.917 ms | 0 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 89 |
+
| MobileNet-v2 | w8a16_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.859 ms | 0 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 90 |
+
| MobileNet-v2 | w8a16_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.071 ms | 0 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 91 |
+
| MobileNet-v2 | w8a16_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.917 ms | 0 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 92 |
+
| MobileNet-v2 | w8a16_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.855 ms | 0 - 4 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 93 |
+
| MobileNet-v2 | w8a16_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.861 ms | 0 - 3 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 94 |
+
| MobileNet-v2 | w8a16_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.071 ms | 0 - 124 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 95 |
+
| MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.598 ms | 0 - 141 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 96 |
+
| MobileNet-v2 | w8a16_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.394 ms | 0 - 128 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 97 |
+
| MobileNet-v2 | w8a16_mixed_int16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.953 ms | 0 - 129 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 98 |
+
| MobileNet-v2 | w8a16_mixed_int16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.321 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 99 |
+
| MobileNet-v2 | w8a16_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.02 ms | 0 - 0 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a16_mixed_int16.dlc) |
|
| 100 |
+
| MobileNet-v2 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | TFLITE | 1.656 ms | 0 - 128 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 101 |
+
| MobileNet-v2 | w8a8 | Dragonwing Q-6690 MTP | Qualcomm® Qcm6690 | QNN_DLC | 1.764 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 102 |
+
| MobileNet-v2 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | TFLITE | 1.147 ms | 0 - 7 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 103 |
+
| MobileNet-v2 | w8a8 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | QNN_DLC | 1.36 ms | 2 - 4 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 104 |
+
| MobileNet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.993 ms | 0 - 124 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 105 |
+
| MobileNet-v2 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.068 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 106 |
+
| MobileNet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.559 ms | 0 - 148 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 107 |
+
| MobileNet-v2 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.599 ms | 0 - 146 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 108 |
+
| MobileNet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.422 ms | 0 - 2 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 109 |
+
| MobileNet-v2 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.458 ms | 0 - 2 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 110 |
+
| MobileNet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.635 ms | 0 - 124 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 111 |
+
| MobileNet-v2 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.565 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 112 |
+
| MobileNet-v2 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.525 ms | 0 - 20 MB | GPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 113 |
+
| MobileNet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.993 ms | 0 - 124 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 114 |
+
| MobileNet-v2 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.068 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 115 |
+
| MobileNet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.417 ms | 0 - 2 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 116 |
+
| MobileNet-v2 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.459 ms | 0 - 2 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 117 |
+
| MobileNet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.817 ms | 0 - 129 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 118 |
+
| MobileNet-v2 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 0.839 ms | 0 - 130 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 119 |
+
| MobileNet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.416 ms | 0 - 2 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 120 |
+
| MobileNet-v2 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.462 ms | 0 - 2 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 121 |
+
| MobileNet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.635 ms | 0 - 124 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 122 |
+
| MobileNet-v2 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.565 ms | 0 - 123 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 123 |
+
| MobileNet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.3 ms | 0 - 143 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 124 |
+
| MobileNet-v2 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.316 ms | 0 - 144 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 125 |
+
| MobileNet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.214 ms | 0 - 125 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 126 |
+
| MobileNet-v2 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.222 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 127 |
+
| MobileNet-v2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | TFLITE | 0.425 ms | 0 - 129 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 128 |
+
| MobileNet-v2 | w8a8 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 0.472 ms | 0 - 127 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 129 |
+
| MobileNet-v2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.188 ms | 0 - 127 MB | NPU | [MobileNet-v2.tflite](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.tflite) |
|
| 130 |
+
| MobileNet-v2 | w8a8 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.176 ms | 0 - 126 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 131 |
+
| MobileNet-v2 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.59 ms | 0 - 0 MB | NPU | [MobileNet-v2.dlc](https://huggingface.co/qualcomm/MobileNet-v2/blob/main/MobileNet-v2_w8a8.dlc) |
|
| 132 |
|
| 133 |
|
| 134 |
|
|
|
|
| 304 |
## License
|
| 305 |
* The license for the original implementation of MobileNet-v2 can be found
|
| 306 |
[here](https://github.com/tonylins/pytorch-mobilenet-v2/blob/master/LICENSE).
|
|
|
|
| 307 |
|
| 308 |
|
| 309 |
|
tool-versions.yaml
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
tool_versions:
|
| 2 |
qnn_dlc:
|
| 3 |
-
qairt: 2.
|
|
|
|
| 1 |
tool_versions:
|
| 2 |
qnn_dlc:
|
| 3 |
+
qairt: 2.41.0.251128145156_191518
|