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Sequencer2D

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PyTorch
android
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v0.55.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +38 -37
  2. release_assets.json +19 -13
README.md CHANGED
@@ -27,9 +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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.54.0/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/v0.54.0/sequencer2d-onnx-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.54.0/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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@@ -59,40 +60,40 @@ 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 | 7.903 ms | 0 - 1367 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite Mobile | 9.85 ms | 1 - 1045 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® X2 Elite | 9.787 ms | 61 - 61 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.983 ms | 59 - 59 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.983 ms | 59 - 59 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.154 ms | 0 - 2275 MB | NPU
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- | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.928 ms | 0 - 75 MB | NPU
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- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.85 ms | 1 - 1045 MB | NPU
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- | Sequencer2D | ONNX | float | Qualcomm® QCS9075 | 19.89 ms | 0 - 4 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.064 ms | 0 - 728 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 9.987 ms | 0 - 703 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.933 ms | 45 - 45 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.133 ms | 43 - 43 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.133 ms | 43 - 43 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.514 ms | 0 - 886 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 623.44 ms | 46 - 52 MB | CPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.513 ms | 0 - 69 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.987 ms | 0 - 703 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 299.44 ms | 77 - 90 MB | CPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 309.487 ms | 47 - 63 MB | CPU
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- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS9075 | 20.06 ms | 0 - 3 MB | NPU
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- | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 299.44 ms | 77 - 90 MB | CPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.21 ms | 0 - 755 MB | NPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Mobile | 9.421 ms | 0 - 791 MB | NPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.852 ms | 55 - 1042 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 16.879 ms | 0 - 8 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® SA8775P | 19.058 ms | 0 - 795 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® SA8775P | 19.058 ms | 0 - 795 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® SA8775P | 19.058 ms | 0 - 795 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® SA7255P | 37.27 ms | 0 - 795 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.227 ms | 0 - 725 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® SA8295P | 20.563 ms | 0 - 485 MB | NPU
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- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.421 ms | 0 - 791 MB | NPU
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- | Sequencer2D | TFLITE | float | Qualcomm® QCS9075 | 20.116 ms | 0 - 75 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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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-onnx-w8a16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/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
  ## Performance Summary
61
  | 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 | 7.893 ms | 1 - 1364 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.903 ms | 151 - 151 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.191 ms | 1 - 2272 MB | NPU
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+ | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.946 ms | 0 - 138 MB | NPU
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+ | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.802 ms | 1 - 1047 MB | NPU
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+ | Sequencer2D | ONNX | float | Qualcomm® QCS9075 | 19.204 ms | 1 - 45 MB | NPU
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+ | Sequencer2D | ONNX | float | Qualcomm® QCS8750 | 9.802 ms | 1 - 1047 MB | NPU
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+ | Sequencer2D | ONNX | float | Qualcomm® QCS7181 | 16.903 ms | 151 - 151 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.073 ms | 0 - 728 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.933 ms | 211 - 211 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.408 ms | 151 - 151 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.611 ms | 0 - 871 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 648.899 ms | 44 - 50 MB | CPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.145 ms | 0 - 98 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 301.123 ms | 45 - 62 MB | CPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 292.346 ms | 46 - 58 MB | CPU
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+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.017 ms | 0 - 708 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS9075 | 19.669 ms | 0 - 45 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS7790 | 292.346 ms | 46 - 58 MB | CPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8750 | 10.017 ms | 0 - 708 MB | NPU
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+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS7181 | 18.408 ms | 151 - 151 MB | NPU
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+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.201 ms | 0 - 756 MB | NPU
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+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.997 ms | 0 - 978 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8275 | 37.333 ms | 0 - 796 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 17.012 ms | 0 - 485 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® SA8775P | 19.072 ms | 0 - 795 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® SA8650P | 19.072 ms | 0 - 795 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® SA8255P | 19.072 ms | 0 - 795 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.304 ms | 0 - 732 MB | NPU
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+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.329 ms | 0 - 792 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS9075 | 21.353 ms | 0 - 75 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® SA7255P | 37.333 ms | 0 - 796 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® SA8295P | 20.537 ms | 0 - 485 MB | NPU
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+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8750 | 9.329 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
release_assets.json CHANGED
@@ -1,6 +1,17 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
 
 
 
 
 
 
 
 
 
 
 
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  "float": {
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  "universal_assets": {
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  "tflite": {
@@ -8,25 +19,20 @@
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.54.0/sequencer2d-tflite-float.zip"
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  },
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- "onnx": {
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  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.54.0/sequencer2d-onnx-float.zip"
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- }
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- }
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- },
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- "w8a16": {
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- "universal_assets": {
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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- "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.54.0/sequencer2d-onnx-w8a16.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.55.0",
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  "precisions": {
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+ "w8a16": {
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+ "universal_assets": {
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-onnx-w8a16.zip"
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+ }
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+ }
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+ },
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  "float": {
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  "universal_assets": {
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  "tflite": {
 
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  "qairt": "2.45.0.260326154327",
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  "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-tflite-float.zip"
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  },
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+ "qnn_dlc": {
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  "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
 
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-qnn_dlc-float.zip"
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+ },
 
 
 
 
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.55.0/sequencer2d-onnx-float.zip"
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  }
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  }
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  }