v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +58 -58
- release_assets.json +1 -1
README.md
CHANGED
|
@@ -30,11 +30,11 @@ Below are pre-exported model assets ready for deployment.
|
|
| 30 |
|
| 31 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 32 |
|---|---|---|---|---|
|
| 33 |
-
| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.
|
| 34 |
-
| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.
|
| 35 |
-
| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.
|
| 36 |
-
| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.
|
| 37 |
-
| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
|
| 38 |
|
| 39 |
For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
|
| 40 |
|
|
@@ -64,60 +64,60 @@ See our repository for [MobileNet-v3-Large on GitHub](https://github.com/qualcom
|
|
| 64 |
## Performance Summary
|
| 65 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 66 |
|---|---|---|---|---|---|---
|
| 67 |
-
| MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 68 |
-
| MobileNet-v3-Large | ONNX | float | Snapdragon® X2 Elite | 0.
|
| 69 |
-
| MobileNet-v3-Large | ONNX | float | Snapdragon® X Elite | 0.
|
| 70 |
-
| MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 71 |
-
| MobileNet-v3-Large | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.
|
| 72 |
| MobileNet-v3-Large | ONNX | float | Qualcomm® QCS9075 | 1.007 ms | 1 - 3 MB | NPU
|
| 73 |
-
| MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 74 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 75 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X2 Elite | 0.
|
| 76 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X Elite | 0.
|
| 77 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 78 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS6490 |
|
| 79 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.
|
| 80 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS9075 | 0.
|
| 81 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCM6690 | 20.
|
| 82 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 83 |
-
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 14.
|
| 84 |
-
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 85 |
-
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.
|
| 86 |
-
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.
|
| 87 |
-
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 88 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.
|
| 89 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.
|
| 90 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.
|
| 91 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS9075 | 1.
|
| 92 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.
|
| 93 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.
|
| 94 |
-
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.
|
| 95 |
-
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 96 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 97 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.
|
| 98 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.
|
| 99 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 100 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.
|
| 101 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.
|
| 102 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.
|
| 103 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.
|
| 104 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.
|
| 105 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 4.
|
| 106 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.
|
| 107 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.
|
| 108 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.
|
| 109 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 110 |
-
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.
|
| 111 |
-
| MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 112 |
-
| MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 113 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.
|
| 114 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.
|
| 115 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8775P | 1.
|
| 116 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS9075 | 1.
|
| 117 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.
|
| 118 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® SA7255P | 3.
|
| 119 |
-
| MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8295P | 1.
|
| 120 |
-
| MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 121 |
|
| 122 |
## License
|
| 123 |
* The license for the original implementation of MobileNet-v3-Large can be found
|
|
|
|
| 30 |
|
| 31 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 32 |
|---|---|---|---|---|
|
| 33 |
+
| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-onnx-float.zip)
|
| 34 |
+
| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-onnx-w8a16.zip)
|
| 35 |
+
| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-qnn_dlc-float.zip)
|
| 36 |
+
| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-qnn_dlc-w8a16.zip)
|
| 37 |
+
| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-tflite-float.zip)
|
| 38 |
|
| 39 |
For more device-specific assets and performance metrics, visit **[MobileNet-v3-Large on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mobilenet_v3_large)**.
|
| 40 |
|
|
|
|
| 64 |
## Performance Summary
|
| 65 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 66 |
|---|---|---|---|---|---|---
|
| 67 |
+
| MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.357 ms | 0 - 39 MB | NPU
|
| 68 |
+
| MobileNet-v3-Large | ONNX | float | Snapdragon® X2 Elite | 0.341 ms | 13 - 13 MB | NPU
|
| 69 |
+
| MobileNet-v3-Large | ONNX | float | Snapdragon® X Elite | 0.86 ms | 12 - 12 MB | NPU
|
| 70 |
+
| MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.498 ms | 0 - 53 MB | NPU
|
| 71 |
+
| MobileNet-v3-Large | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.716 ms | 1 - 3 MB | NPU
|
| 72 |
| MobileNet-v3-Large | ONNX | float | Qualcomm® QCS9075 | 1.007 ms | 1 - 3 MB | NPU
|
| 73 |
+
| MobileNet-v3-Large | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.399 ms | 0 - 34 MB | NPU
|
| 74 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.29 ms | 0 - 42 MB | NPU
|
| 75 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X2 Elite | 0.324 ms | 6 - 6 MB | NPU
|
| 76 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® X Elite | 0.835 ms | 6 - 6 MB | NPU
|
| 77 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.468 ms | 0 - 57 MB | NPU
|
| 78 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS6490 | 56.603 ms | 23 - 27 MB | CPU
|
| 79 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.682 ms | 0 - 9 MB | NPU
|
| 80 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCS9075 | 0.842 ms | 0 - 3 MB | NPU
|
| 81 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Qualcomm® QCM6690 | 20.191 ms | 24 - 33 MB | CPU
|
| 82 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.366 ms | 0 - 42 MB | NPU
|
| 83 |
+
| MobileNet-v3-Large | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 14.512 ms | 31 - 40 MB | CPU
|
| 84 |
+
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 1 - 40 MB | NPU
|
| 85 |
+
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X2 Elite | 0.561 ms | 1 - 1 MB | NPU
|
| 86 |
+
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® X Elite | 1.218 ms | 1 - 1 MB | NPU
|
| 87 |
+
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.689 ms | 0 - 54 MB | NPU
|
| 88 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.962 ms | 1 - 35 MB | NPU
|
| 89 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.049 ms | 1 - 39 MB | NPU
|
| 90 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8775P | 1.389 ms | 1 - 38 MB | NPU
|
| 91 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS9075 | 1.246 ms | 1 - 3 MB | NPU
|
| 92 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.918 ms | 0 - 57 MB | NPU
|
| 93 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA7255P | 2.962 ms | 1 - 35 MB | NPU
|
| 94 |
+
| MobileNet-v3-Large | QNN_DLC | float | Qualcomm® SA8295P | 1.857 ms | 0 - 35 MB | NPU
|
| 95 |
+
| MobileNet-v3-Large | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.527 ms | 1 - 36 MB | NPU
|
| 96 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.363 ms | 0 - 35 MB | NPU
|
| 97 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.52 ms | 0 - 0 MB | NPU
|
| 98 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.108 ms | 0 - 0 MB | NPU
|
| 99 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.663 ms | 0 - 48 MB | NPU
|
| 100 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.81 ms | 0 - 2 MB | NPU
|
| 101 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.083 ms | 0 - 32 MB | NPU
|
| 102 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.935 ms | 0 - 2 MB | NPU
|
| 103 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.163 ms | 0 - 34 MB | NPU
|
| 104 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.163 ms | 0 - 2 MB | NPU
|
| 105 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 4.025 ms | 0 - 147 MB | NPU
|
| 106 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.226 ms | 0 - 51 MB | NPU
|
| 107 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.083 ms | 0 - 32 MB | NPU
|
| 108 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.635 ms | 0 - 31 MB | NPU
|
| 109 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.457 ms | 0 - 31 MB | NPU
|
| 110 |
+
| MobileNet-v3-Large | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.989 ms | 0 - 31 MB | NPU
|
| 111 |
+
| MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.441 ms | 0 - 45 MB | NPU
|
| 112 |
+
| MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.707 ms | 0 - 61 MB | NPU
|
| 113 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3.081 ms | 0 - 40 MB | NPU
|
| 114 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.061 ms | 0 - 2 MB | NPU
|
| 115 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8775P | 1.422 ms | 0 - 43 MB | NPU
|
| 116 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS9075 | 1.281 ms | 0 - 15 MB | NPU
|
| 117 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.945 ms | 0 - 63 MB | NPU
|
| 118 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® SA7255P | 3.081 ms | 0 - 40 MB | NPU
|
| 119 |
+
| MobileNet-v3-Large | TFLITE | float | Qualcomm® SA8295P | 1.893 ms | 0 - 40 MB | NPU
|
| 120 |
+
| MobileNet-v3-Large | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.533 ms | 0 - 40 MB | NPU
|
| 121 |
|
| 122 |
## License
|
| 123 |
* The license for the original implementation of MobileNet-v3-Large can be found
|
release_assets.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"version":"0.50.
|
|
|
|
| 1 |
+
{"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-onnx-w8a16.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mobilenet_v3_large/releases/v0.50.2/mobilenet_v3_large-qnn_dlc-w8a16.zip"}}}}}
|