v0.50.2
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.
- README.md +59 -59
- release_assets.json +1 -1
README.md
CHANGED
|
@@ -29,12 +29,12 @@ Below are pre-exported model assets ready for deployment.
|
|
| 29 |
|
| 30 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 31 |
|---|---|---|---|---|
|
| 32 |
-
| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.
|
| 33 |
-
| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.
|
| 34 |
-
| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.50.
|
| 35 |
-
| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.50.
|
| 36 |
-
| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.
|
| 37 |
-
| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.
|
| 38 |
|
| 39 |
For more device-specific assets and performance metrics, visit **[DLA-102-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/dla102x)**.
|
| 40 |
|
|
@@ -63,61 +63,61 @@ See our repository for [DLA-102-X on GitHub](https://github.com/qualcomm/ai-hub-
|
|
| 63 |
## Performance Summary
|
| 64 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 65 |
|---|---|---|---|---|---|---
|
| 66 |
-
| DLA-102-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.
|
| 67 |
-
| DLA-102-X | ONNX | float | Snapdragon® X2 Elite | 1.
|
| 68 |
-
| DLA-102-X | ONNX | float | Snapdragon® X Elite | 2.
|
| 69 |
-
| DLA-102-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.
|
| 70 |
-
| DLA-102-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.
|
| 71 |
-
| DLA-102-X | ONNX | float | Qualcomm® QCS9075 | 3.
|
| 72 |
-
| DLA-102-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.
|
| 73 |
-
| DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 74 |
-
| DLA-102-X | ONNX | w8a8 | Snapdragon® X2 Elite | 0.
|
| 75 |
-
| DLA-102-X | ONNX | w8a8 | Snapdragon® X Elite | 1.
|
| 76 |
-
| DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.
|
| 77 |
-
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCS6490 |
|
| 78 |
-
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.
|
| 79 |
-
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCS9075 | 1.
|
| 80 |
-
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCM6690 | 40.
|
| 81 |
-
| DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 82 |
-
| DLA-102-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.
|
| 83 |
| DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.229 ms | 1 - 106 MB | NPU
|
| 84 |
-
| DLA-102-X | QNN_DLC | float | Snapdragon® X2 Elite | 1.
|
| 85 |
-
| DLA-102-X | QNN_DLC | float | Snapdragon® X Elite | 3.
|
| 86 |
-
| DLA-102-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.
|
| 87 |
-
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.
|
| 88 |
-
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.
|
| 89 |
-
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS9075 | 4.
|
| 90 |
-
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.
|
| 91 |
-
| DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.
|
| 92 |
-
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 93 |
-
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.
|
| 94 |
-
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.
|
| 95 |
-
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 96 |
-
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.
|
| 97 |
-
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.
|
| 98 |
-
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.
|
| 99 |
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.604 ms | 0 - 2 MB | NPU
|
| 100 |
-
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.
|
| 101 |
-
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.
|
| 102 |
-
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 103 |
-
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.
|
| 104 |
-
| DLA-102-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.
|
| 105 |
-
| DLA-102-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.
|
| 106 |
-
| DLA-102-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.
|
| 107 |
-
| DLA-102-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.
|
| 108 |
-
| DLA-102-X | TFLITE | float | Qualcomm® QCS9075 | 4.
|
| 109 |
-
| DLA-102-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.
|
| 110 |
-
| DLA-102-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.
|
| 111 |
-
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.
|
| 112 |
-
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.
|
| 113 |
-
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.
|
| 114 |
-
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) |
|
| 115 |
-
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.
|
| 116 |
-
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.
|
| 117 |
-
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCM6690 | 10.
|
| 118 |
-
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.
|
| 119 |
-
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.
|
| 120 |
-
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.
|
| 121 |
|
| 122 |
## License
|
| 123 |
* The license for the original implementation of DLA-102-X can be found
|
|
|
|
| 29 |
|
| 30 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 31 |
|---|---|---|---|---|
|
| 32 |
+
| 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/dla102x/releases/v0.50.2/dla102x-onnx-float.zip)
|
| 33 |
+
| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.50.2/dla102x-onnx-w8a8.zip)
|
| 34 |
+
| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.50.2/dla102x-qnn_dlc-float.zip)
|
| 35 |
+
| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.50.2/dla102x-qnn_dlc-w8a8.zip)
|
| 36 |
+
| 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/dla102x/releases/v0.50.2/dla102x-tflite-float.zip)
|
| 37 |
+
| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/dla102x/releases/v0.50.2/dla102x-tflite-w8a8.zip)
|
| 38 |
|
| 39 |
For more device-specific assets and performance metrics, visit **[DLA-102-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/dla102x)**.
|
| 40 |
|
|
|
|
| 63 |
## Performance Summary
|
| 64 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 65 |
|---|---|---|---|---|---|---
|
| 66 |
+
| DLA-102-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.192 ms | 1 - 108 MB | NPU
|
| 67 |
+
| DLA-102-X | ONNX | float | Snapdragon® X2 Elite | 1.326 ms | 54 - 54 MB | NPU
|
| 68 |
+
| DLA-102-X | ONNX | float | Snapdragon® X Elite | 2.941 ms | 54 - 54 MB | NPU
|
| 69 |
+
| DLA-102-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.89 ms | 0 - 168 MB | NPU
|
| 70 |
+
| DLA-102-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.649 ms | 0 - 59 MB | NPU
|
| 71 |
+
| DLA-102-X | ONNX | float | Qualcomm® QCS9075 | 3.971 ms | 1 - 4 MB | NPU
|
| 72 |
+
| DLA-102-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.558 ms | 0 - 103 MB | NPU
|
| 73 |
+
| DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.737 ms | 0 - 120 MB | NPU
|
| 74 |
+
| DLA-102-X | ONNX | w8a8 | Snapdragon® X2 Elite | 0.721 ms | 28 - 28 MB | NPU
|
| 75 |
+
| DLA-102-X | ONNX | w8a8 | Snapdragon® X Elite | 1.632 ms | 27 - 27 MB | NPU
|
| 76 |
+
| DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.016 ms | 0 - 151 MB | NPU
|
| 77 |
+
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCS6490 | 73.721 ms | 19 - 36 MB | CPU
|
| 78 |
+
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.397 ms | 0 - 31 MB | NPU
|
| 79 |
+
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCS9075 | 1.625 ms | 0 - 3 MB | NPU
|
| 80 |
+
| DLA-102-X | ONNX | w8a8 | Qualcomm® QCM6690 | 40.69 ms | 6 - 17 MB | CPU
|
| 81 |
+
| DLA-102-X | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.888 ms | 0 - 120 MB | NPU
|
| 82 |
+
| DLA-102-X | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 38.736 ms | 16 - 27 MB | CPU
|
| 83 |
| DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.229 ms | 1 - 106 MB | NPU
|
| 84 |
+
| DLA-102-X | QNN_DLC | float | Snapdragon® X2 Elite | 1.656 ms | 1 - 1 MB | NPU
|
| 85 |
+
| DLA-102-X | QNN_DLC | float | Snapdragon® X Elite | 3.141 ms | 1 - 1 MB | NPU
|
| 86 |
+
| DLA-102-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.01 ms | 0 - 150 MB | NPU
|
| 87 |
+
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 14.347 ms | 1 - 103 MB | NPU
|
| 88 |
+
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.84 ms | 1 - 3 MB | NPU
|
| 89 |
+
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS9075 | 4.227 ms | 3 - 5 MB | NPU
|
| 90 |
+
| DLA-102-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.583 ms | 0 - 127 MB | NPU
|
| 91 |
+
| DLA-102-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.6 ms | 0 - 104 MB | NPU
|
| 92 |
+
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.658 ms | 0 - 107 MB | NPU
|
| 93 |
+
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.935 ms | 0 - 0 MB | NPU
|
| 94 |
+
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.586 ms | 0 - 0 MB | NPU
|
| 95 |
+
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.948 ms | 0 - 130 MB | NPU
|
| 96 |
+
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.909 ms | 2 - 4 MB | NPU
|
| 97 |
+
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.247 ms | 0 - 103 MB | NPU
|
| 98 |
+
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.375 ms | 0 - 2 MB | NPU
|
| 99 |
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.604 ms | 0 - 2 MB | NPU
|
| 100 |
+
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.593 ms | 0 - 230 MB | NPU
|
| 101 |
+
| DLA-102-X | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.867 ms | 0 - 133 MB | NPU
|
| 102 |
+
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.794 ms | 0 - 106 MB | NPU
|
| 103 |
+
| DLA-102-X | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.722 ms | 0 - 101 MB | NPU
|
| 104 |
+
| DLA-102-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.225 ms | 0 - 163 MB | NPU
|
| 105 |
+
| DLA-102-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.971 ms | 0 - 209 MB | NPU
|
| 106 |
+
| DLA-102-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 14.378 ms | 0 - 162 MB | NPU
|
| 107 |
+
| DLA-102-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.772 ms | 0 - 6 MB | NPU
|
| 108 |
+
| DLA-102-X | TFLITE | float | Qualcomm® QCS9075 | 4.281 ms | 0 - 57 MB | NPU
|
| 109 |
+
| DLA-102-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.475 ms | 0 - 179 MB | NPU
|
| 110 |
+
| DLA-102-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.58 ms | 0 - 166 MB | NPU
|
| 111 |
+
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.586 ms | 0 - 103 MB | NPU
|
| 112 |
+
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.8 ms | 0 - 134 MB | NPU
|
| 113 |
+
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.575 ms | 0 - 29 MB | NPU
|
| 114 |
+
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.984 ms | 0 - 99 MB | NPU
|
| 115 |
+
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.171 ms | 0 - 2 MB | NPU
|
| 116 |
+
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.363 ms | 0 - 29 MB | NPU
|
| 117 |
+
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCM6690 | 10.034 ms | 0 - 208 MB | NPU
|
| 118 |
+
| DLA-102-X | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.726 ms | 0 - 137 MB | NPU
|
| 119 |
+
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.712 ms | 0 - 95 MB | NPU
|
| 120 |
+
| DLA-102-X | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.485 ms | 0 - 92 MB | NPU
|
| 121 |
|
| 122 |
## License
|
| 123 |
* The license for the original implementation of DLA-102-X 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/dla102x/releases/v0.50.2/dla102x-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/dla102x/releases/v0.50.2/dla102x-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/dla102x/releases/v0.50.2/dla102x-tflite-float.zip"}}},"w8a8":{"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/dla102x/releases/v0.50.2/dla102x-onnx-w8a8.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/dla102x/releases/v0.50.2/dla102x-qnn_dlc-w8a8.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/dla102x/releases/v0.50.2/dla102x-tflite-w8a8.zip"}}}}}
|