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ResNeXt50

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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +94 -73
  2. release_assets.json +9 -9
README.md CHANGED
@@ -29,12 +29,12 @@ 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/resnext50/releases/v0.52.0/resnext50-onnx-float.zip)
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- | 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/resnext50/releases/v0.52.0/resnext50-onnx-w8a8.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/resnext50/releases/v0.52.0/resnext50-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-qnn_dlc-w8a8.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/resnext50/releases/v0.52.0/resnext50-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNeXt50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnext50)**.
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@@ -64,73 +64,94 @@ See our repository for [ResNeXt50 on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | ResNeXt50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.132 ms | 1 - 85 MB | NPU
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- | ResNeXt50 | ONNX | float | Snapdragon® X2 Elite | 1.098 ms | 50 - 50 MB | NPU
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- | ResNeXt50 | ONNX | float | Snapdragon® X Elite | 2.422 ms | 50 - 50 MB | NPU
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- | ResNeXt50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.669 ms | 0 - 150 MB | NPU
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- | ResNeXt50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.284 ms | 1 - 9 MB | NPU
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- | ResNeXt50 | ONNX | float | Qualcomm® QCS9075 | 3.453 ms | 0 - 4 MB | NPU
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- | ResNeXt50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.383 ms | 0 - 85 MB | NPU
74
- | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.603 ms | 0 - 79 MB | NPU
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- | ResNeXt50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.505 ms | 25 - 25 MB | NPU
76
- | ResNeXt50 | ONNX | w8a8 | Snapdragon® X Elite | 1.281 ms | 25 - 25 MB | NPU
77
- | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.814 ms | 0 - 100 MB | NPU
78
- | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCS6490 | 46.441 ms | 8 - 24 MB | CPU
79
- | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.128 ms | 0 - 33 MB | NPU
80
- | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.233 ms | 0 - 3 MB | NPU
81
- | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCM6690 | 26.538 ms | 3 - 12 MB | CPU
82
- | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.692 ms | 0 - 68 MB | NPU
83
- | ResNeXt50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.706 ms | 5 - 14 MB | CPU
84
- | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.167 ms | 1 - 75 MB | NPU
85
- | ResNeXt50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.415 ms | 1 - 1 MB | NPU
86
- | ResNeXt50 | QNN_DLC | float | Snapdragon® X Elite | 2.692 ms | 1 - 1 MB | NPU
87
- | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.797 ms | 0 - 132 MB | NPU
88
- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.02 ms | 1 - 71 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.568 ms | 1 - 3 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8775P | 3.832 ms | 1 - 72 MB | NPU
91
- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.633 ms | 1 - 3 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.01 ms | 0 - 112 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® SA7255P | 12.02 ms | 1 - 71 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8295P | 4.11 ms | 0 - 51 MB | NPU
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- | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.466 ms | 1 - 74 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.541 ms | 0 - 75 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.621 ms | 0 - 0 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.239 ms | 0 - 0 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.787 ms | 0 - 101 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.111 ms | 0 - 2 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.438 ms | 0 - 69 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.105 ms | 0 - 2 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.449 ms | 0 - 72 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.203 ms | 0 - 2 MB | NPU
105
- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 7.601 ms | 0 - 194 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.457 ms | 0 - 100 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.438 ms | 0 - 69 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.77 ms | 0 - 68 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.636 ms | 0 - 73 MB | NPU
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- | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.375 ms | 0 - 75 MB | NPU
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- | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.178 ms | 0 - 116 MB | NPU
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- | ResNeXt50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.771 ms | 0 - 177 MB | NPU
113
- | ResNeXt50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.032 ms | 0 - 112 MB | NPU
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- | ResNeXt50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.473 ms | 0 - 2 MB | NPU
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- | ResNeXt50 | TFLITE | float | Qualcomm® SA8775P | 3.84 ms | 0 - 113 MB | NPU
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- | ResNeXt50 | TFLITE | float | Qualcomm® QCS9075 | 3.686 ms | 0 - 52 MB | NPU
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- | ResNeXt50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 4.004 ms | 0 - 151 MB | NPU
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- | ResNeXt50 | TFLITE | float | Qualcomm® SA7255P | 12.032 ms | 0 - 112 MB | NPU
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- | ResNeXt50 | TFLITE | float | Qualcomm® SA8295P | 4.146 ms | 0 - 87 MB | NPU
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- | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.435 ms | 0 - 116 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.485 ms | 0 - 73 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.676 ms | 0 - 99 MB | NPU
123
- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.807 ms | 0 - 27 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.215 ms | 0 - 70 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.894 ms | 0 - 2 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.276 ms | 0 - 71 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.992 ms | 0 - 27 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 7.047 ms | 0 - 198 MB | NPU
129
- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.286 ms | 0 - 99 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.215 ms | 0 - 70 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.556 ms | 0 - 65 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.551 ms | 0 - 64 MB | NPU
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- | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.218 ms | 0 - 70 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of ResNeXt50 can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
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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/resnext50/releases/v0.53.0/resnext50-onnx-float.zip)
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+ | 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/resnext50/releases/v0.53.0/resnext50-onnx-w8a8.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/resnext50/releases/v0.53.0/resnext50-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-qnn_dlc-w8a8.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/resnext50/releases/v0.53.0/resnext50-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-tflite-w8a8.zip)
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39
  For more device-specific assets and performance metrics, visit **[ResNeXt50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnext50)**.
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64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | ResNeXt50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.144 ms | 1 - 86 MB | NPU
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+ | ResNeXt50 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.379 ms | 0 - 84 MB | NPU
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+ | ResNeXt50 | ONNX | float | Snapdragon® X2 Elite | 1.095 ms | 50 - 50 MB | NPU
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+ | ResNeXt50 | ONNX | float | Snapdragon® X Elite | 2.424 ms | 50 - 50 MB | NPU
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+ | ResNeXt50 | ONNX | float | Snapdragon® X Elite | 2.424 ms | 50 - 50 MB | NPU
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+ | ResNeXt50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.679 ms | 0 - 148 MB | NPU
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+ | ResNeXt50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.24 ms | 0 - 40 MB | NPU
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+ | ResNeXt50 | ONNX | float | Qualcomm® QCS9075 | 3.451 ms | 0 - 4 MB | NPU
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+ | ResNeXt50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.379 ms | 0 - 84 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.609 ms | 0 - 79 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.697 ms | 0 - 79 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.514 ms | 25 - 25 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® X Elite | 1.27 ms | 25 - 25 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® X Elite | 1.27 ms | 25 - 25 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.825 ms | 0 - 104 MB | NPU
82
+ | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCS6490 | 47.935 ms | 5 - 23 MB | CPU
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+ | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.121 ms | 0 - 33 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.234 ms | 0 - 3 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Qualcomm® QCM6690 | 26.428 ms | 2 - 12 MB | CPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.697 ms | 0 - 79 MB | NPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.704 ms | 3 - 13 MB | CPU
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+ | ResNeXt50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 20.704 ms | 3 - 13 MB | CPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.171 ms | 0 - 74 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.477 ms | 0 - 73 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.438 ms | 1 - 1 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® X Elite | 2.669 ms | 1 - 1 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® X Elite | 2.669 ms | 1 - 1 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.794 ms | 0 - 136 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.035 ms | 1 - 71 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.563 ms | 1 - 162 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8775P | 3.825 ms | 1 - 72 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8775P | 3.825 ms | 1 - 72 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8775P | 3.825 ms | 1 - 72 MB | NPU
100
+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.637 ms | 1 - 3 MB | NPU
101
+ | ResNeXt50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.031 ms | 0 - 113 MB | NPU
102
+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA7255P | 12.035 ms | 1 - 71 MB | NPU
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+ | ResNeXt50 | QNN_DLC | float | Qualcomm® SA8295P | 4.1 ms | 0 - 51 MB | NPU
104
+ | ResNeXt50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.477 ms | 0 - 73 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.539 ms | 0 - 75 MB | NPU
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+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.642 ms | 0 - 74 MB | NPU
107
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.63 ms | 0 - 0 MB | NPU
108
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.231 ms | 0 - 0 MB | NPU
109
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.231 ms | 0 - 0 MB | NPU
110
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.792 ms | 0 - 99 MB | NPU
111
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.108 ms | 0 - 2 MB | NPU
112
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.445 ms | 0 - 69 MB | NPU
113
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.115 ms | 0 - 2 MB | NPU
114
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.464 ms | 0 - 72 MB | NPU
115
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.464 ms | 0 - 72 MB | NPU
116
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.464 ms | 0 - 72 MB | NPU
117
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.206 ms | 0 - 2 MB | NPU
118
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 7.496 ms | 0 - 194 MB | NPU
119
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.466 ms | 0 - 101 MB | NPU
120
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.445 ms | 0 - 69 MB | NPU
121
+ | ResNeXt50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.773 ms | 0 - 68 MB | NPU
122
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.642 ms | 0 - 74 MB | NPU
123
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.372 ms | 0 - 75 MB | NPU
124
+ | ResNeXt50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.372 ms | 0 - 75 MB | NPU
125
+ | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.183 ms | 0 - 116 MB | NPU
126
+ | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.432 ms | 0 - 116 MB | NPU
127
+ | ResNeXt50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.769 ms | 0 - 175 MB | NPU
128
+ | ResNeXt50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.055 ms | 0 - 112 MB | NPU
129
+ | ResNeXt50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.48 ms | 0 - 2 MB | NPU
130
+ | ResNeXt50 | TFLITE | float | Qualcomm® SA8775P | 3.83 ms | 0 - 112 MB | NPU
131
+ | ResNeXt50 | TFLITE | float | Qualcomm® SA8775P | 3.83 ms | 0 - 112 MB | NPU
132
+ | ResNeXt50 | TFLITE | float | Qualcomm® SA8775P | 3.83 ms | 0 - 112 MB | NPU
133
+ | ResNeXt50 | TFLITE | float | Qualcomm® QCS9075 | 3.711 ms | 0 - 52 MB | NPU
134
+ | ResNeXt50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.997 ms | 0 - 152 MB | NPU
135
+ | ResNeXt50 | TFLITE | float | Qualcomm® SA7255P | 12.055 ms | 0 - 112 MB | NPU
136
+ | ResNeXt50 | TFLITE | float | Qualcomm® SA8295P | 4.176 ms | 0 - 87 MB | NPU
137
+ | ResNeXt50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.432 ms | 0 - 116 MB | NPU
138
+ | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.489 ms | 0 - 73 MB | NPU
139
+ | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.563 ms | 0 - 73 MB | NPU
140
+ | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.667 ms | 0 - 99 MB | NPU
141
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.826 ms | 0 - 27 MB | NPU
142
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.199 ms | 0 - 70 MB | NPU
143
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.893 ms | 0 - 132 MB | NPU
144
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.272 ms | 0 - 71 MB | NPU
145
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.272 ms | 0 - 71 MB | NPU
146
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.272 ms | 0 - 71 MB | NPU
147
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.995 ms | 0 - 27 MB | NPU
148
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 7.354 ms | 0 - 198 MB | NPU
149
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.286 ms | 0 - 101 MB | NPU
150
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.199 ms | 0 - 70 MB | NPU
151
+ | ResNeXt50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.557 ms | 0 - 65 MB | NPU
152
+ | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.563 ms | 0 - 73 MB | NPU
153
+ | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.219 ms | 0 - 70 MB | NPU
154
+ | ResNeXt50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.219 ms | 0 - 70 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of ResNeXt50 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-tflite-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-onnx-w8a8.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.2"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-tflite-float.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-qnn_dlc-float.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.52.0/resnext50-onnx-float.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "w8a8": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-tflite-w8a8.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-onnx-w8a8.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.3"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-tflite-float.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-qnn_dlc-float.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnext50/releases/v0.53.0/resnext50-onnx-float.zip"
49
  }
50
  }
51
  }