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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +48 -48
  2. release_assets.json +46 -1
README.md CHANGED
@@ -28,11 +28,11 @@ 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/efficientformer/releases/v0.50.2/efficientformer-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/efficientformer/releases/v0.50.2/efficientformer-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/efficientformer/releases/v0.50.2/efficientformer-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.50.2/efficientformer-qnn_dlc-w8a16.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/efficientformer/releases/v0.50.2/efficientformer-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[EfficientFormer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientformer)**.
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@@ -62,49 +62,49 @@ See our repository for [EfficientFormer on GitHub](https://github.com/qualcomm/a
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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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- | EfficientFormer | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.609 ms | 0 - 52 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® X2 Elite | 0.644 ms | 25 - 25 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® X Elite | 1.55 ms | 24 - 24 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.948 ms | 0 - 89 MB | NPU
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- | EfficientFormer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.321 ms | 0 - 31 MB | NPU
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- | EfficientFormer | ONNX | float | Qualcomm® QCS9075 | 1.882 ms | 1 - 3 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.701 ms | 0 - 43 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.525 ms | 0 - 67 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® X2 Elite | 0.59 ms | 12 - 12 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® X Elite | 1.656 ms | 12 - 12 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.952 ms | 0 - 93 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS6490 | 144.151 ms | 20 - 26 MB | CPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.401 ms | 0 - 18 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS9075 | 1.619 ms | 0 - 3 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 66.6 ms | 22 - 31 MB | CPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.641 ms | 0 - 56 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.61 ms | 22 - 31 MB | CPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.649 ms | 1 - 49 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.94 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.763 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.048 ms | 0 - 81 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.912 ms | 1 - 46 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.505 ms | 0 - 3 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.982 ms | 1 - 3 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.535 ms | 0 - 81 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.795 ms | 0 - 48 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.59 ms | 0 - 59 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.827 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.851 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.077 ms | 0 - 75 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.334 ms | 0 - 57 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.625 ms | 0 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.773 ms | 0 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.006 ms | 0 - 177 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.721 ms | 0 - 50 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.729 ms | 0 - 60 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.65 ms | 0 - 69 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.046 ms | 0 - 105 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.875 ms | 0 - 65 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.517 ms | 0 - 3 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® QCS9075 | 1.972 ms | 0 - 27 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.52 ms | 0 - 106 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.777 ms | 0 - 70 MB | NPU
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  ## License
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  * The license for the original implementation of EfficientFormer can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/efficientformer/releases/v0.51.0/efficientformer-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/efficientformer/releases/v0.51.0/efficientformer-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/efficientformer/releases/v0.51.0/efficientformer-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.51.0/efficientformer-qnn_dlc-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/efficientformer/releases/v0.51.0/efficientformer-tflite-float.zip)
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37
  For more device-specific assets and performance metrics, visit **[EfficientFormer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/efficientformer)**.
38
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | EfficientFormer | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.607 ms | 0 - 52 MB | NPU
66
+ | EfficientFormer | ONNX | float | Snapdragon® X2 Elite | 0.65 ms | 25 - 25 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® X Elite | 1.543 ms | 24 - 24 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.95 ms | 0 - 89 MB | NPU
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+ | EfficientFormer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.304 ms | 0 - 3 MB | NPU
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+ | EfficientFormer | ONNX | float | Qualcomm® QCS9075 | 1.879 ms | 1 - 3 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.698 ms | 0 - 43 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.53 ms | 0 - 67 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® X2 Elite | 0.557 ms | 12 - 12 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® X Elite | 1.674 ms | 12 - 12 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.967 ms | 0 - 94 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS6490 | 147.206 ms | 21 - 25 MB | CPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.415 ms | 0 - 17 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS9075 | 1.64 ms | 0 - 3 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 66.124 ms | 22 - 31 MB | CPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.65 ms | 0 - 63 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.908 ms | 23 - 32 MB | CPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.648 ms | 1 - 43 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.856 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.713 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.015 ms | 0 - 78 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.862 ms | 1 - 40 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.482 ms | 1 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.973 ms | 1 - 3 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.582 ms | 0 - 78 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.788 ms | 1 - 44 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.612 ms | 0 - 64 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.857 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.797 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.09 ms | 0 - 79 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.264 ms | 0 - 57 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.612 ms | 0 - 7 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.778 ms | 0 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.098 ms | 0 - 181 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.715 ms | 0 - 55 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.715 ms | 0 - 61 MB | NPU
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+ | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.65 ms | 0 - 55 MB | NPU
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+ | EfficientFormer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.041 ms | 0 - 94 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.941 ms | 0 - 52 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.507 ms | 0 - 4 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS9075 | 1.953 ms | 0 - 27 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.547 ms | 0 - 96 MB | NPU
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+ | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.774 ms | 0 - 57 MB | NPU
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  ## License
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  * The license for the original implementation of EfficientFormer can be found
release_assets.json CHANGED
@@ -1 +1,46 @@
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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/efficientformer/releases/v0.50.2/efficientformer-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/efficientformer/releases/v0.50.2/efficientformer-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/efficientformer/releases/v0.50.2/efficientformer-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/efficientformer/releases/v0.50.2/efficientformer-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/efficientformer/releases/v0.50.2/efficientformer-qnn_dlc-w8a16.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
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+ "float": {
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+ "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.2"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.51.0/efficientformer-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/efficientformer/releases/v0.51.0/efficientformer-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": "1.24.3"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.51.0/efficientformer-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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+ "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/efficientformer/releases/v0.51.0/efficientformer-qnn_dlc-w8a16.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/efficientformer/releases/v0.51.0/efficientformer-onnx-w8a16.zip"
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+ }
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+ }
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+ }
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+ }
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+ }