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Sequencer2D

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PyTorch
android
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v0.50.2

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +37 -33
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,10 +27,10 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Sequencer2D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sequencer2d)**.
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@@ -60,35 +60,39 @@ See our repository for [Sequencer2D on GitHub](https://github.com/qualcomm/ai-hu
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.895 ms | 0 - 1366 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® X2 Elite | 9.803 ms | 60 - 60 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® X Elite | 17.012 ms | 59 - 59 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.215 ms | 0 - 2276 MB | NPU
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- | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 16.011 ms | 0 - 80 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.844 ms | 1 - 1050 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.074 ms | 0 - 729 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.94 ms | 45 - 45 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.116 ms | 43 - 43 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.459 ms | 0 - 869 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 607.451 ms | 46 - 52 MB | CPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.009 ms | 0 - 60 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 309.79 ms | 47 - 63 MB | CPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.122 ms | 0 - 702 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 299.201 ms | 46 - 60 MB | CPU
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- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.924 ms | 0 - 1162 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Snapdragon® X2 Elite | 12.496 ms | 1 - 1 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.801 ms | 1 - 1 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.711 ms | 1 - 2258 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 53.756 ms | 1 - 976 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.327 ms | 1 - 3 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.444 ms | 0 - 846 MB | NPU
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- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.414 ms | 1 - 1044 MB | NPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.134 ms | 0 - 768 MB | NPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.05 ms | 0 - 1030 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.899 ms | 0 - 794 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 17.238 ms | 0 - 8 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.386 ms | 0 - 721 MB | NPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.367 ms | 0 - 792 MB | NPU
 
 
 
 
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  ## License
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  * The license for the original implementation of Sequencer2D can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | 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/sequencer2d/releases/v0.50.2/sequencer2d-onnx-float.zip)
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+ | 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/sequencer2d/releases/v0.50.2/sequencer2d-onnx-w8a16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/sequencer2d-qnn_dlc-float.zip)
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+ | 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/sequencer2d/releases/v0.50.2/sequencer2d-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Sequencer2D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sequencer2d)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | Sequencer2D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.9 ms | 0 - 1367 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon® X2 Elite | 9.785 ms | 61 - 61 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon�� X Elite | 16.994 ms | 59 - 59 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.297 ms | 0 - 2277 MB | NPU
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+ | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.971 ms | 0 - 85 MB | NPU
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+ | Sequencer2D | ONNX | float | Qualcomm® QCS9075 | 19.511 ms | 0 - 4 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.859 ms | 1 - 1045 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.082 ms | 0 - 729 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.941 ms | 45 - 45 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.122 ms | 43 - 43 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.455 ms | 0 - 881 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 622.275 ms | 51 - 56 MB | CPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.426 ms | 0 - 72 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS9075 | 20.243 ms | 0 - 3 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 307.245 ms | 49 - 66 MB | CPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.202 ms | 0 - 704 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 300.329 ms | 49 - 63 MB | CPU
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+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.531 ms | 0 - 876 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Snapdragon® X2 Elite | 12.526 ms | 1 - 1 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.88 ms | 1 - 1 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.974 ms | 0 - 2258 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 53.777 ms | 1 - 976 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.811 ms | 1 - 3 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS9075 | 23.092 ms | 1 - 3 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.443 ms | 0 - 867 MB | NPU
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+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.671 ms | 0 - 1050 MB | NPU
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+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.129 ms | 0 - 768 MB | NPU
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+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.035 ms | 0 - 1030 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.877 ms | 0 - 794 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 17.075 ms | 0 - 12 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS9075 | 20.27 ms | 0 - 75 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.422 ms | 0 - 720 MB | NPU
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+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.293 ms | 0 - 790 MB | NPU
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  ## License
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  * The license for the original implementation of Sequencer2D can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-tflite-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/sequencer2d/releases/v0.50.1/sequencer2d-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-onnx-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.1/sequencer2d-onnx-w8a16.zip"}}}}}
 
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+ {"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/sequencer2d/releases/v0.50.2/sequencer2d-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/sequencer2d/releases/v0.50.2/sequencer2d-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/sequencer2d/releases/v0.50.2/sequencer2d-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/sequencer2d/releases/v0.50.2/sequencer2d-onnx-w8a16.zip"}}}}}