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v0.55.0

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

Files changed (2) hide show
  1. README.md +72 -69
  2. release_assets.json +8 -8
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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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/v0.54.0/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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@@ -62,71 +62,74 @@ 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 | 0.607 ms | 0 - 52 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® 8 Elite Mobile | 0.696 ms | 0 - 42 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® X2 Elite | 0.647 ms | 25 - 25 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® X Elite | 1.557 ms | 24 - 24 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® X Elite | 1.557 ms | 24 - 24 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.953 ms | 0 - 89 MB | NPU
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- | EfficientFormer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.308 ms | 0 - 30 MB | NPU
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- | EfficientFormer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.696 ms | 0 - 42 MB | NPU
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- | EfficientFormer | ONNX | float | Qualcomm® QCS9075 | 1.872 ms | 1 - 3 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® 8 Elite Mobile | 0.648 ms | 0 - 57 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® X2 Elite | 0.569 ms | 12 - 12 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® X Elite | 1.666 ms | 12 - 12 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® X Elite | 1.666 ms | 12 - 12 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.972 ms | 0 - 92 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS6490 | 139.909 ms | 20 - 25 MB | CPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.417 ms | 0 - 19 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.648 ms | 0 - 57 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.902 ms | 23 - 32 MB | CPU
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- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 66.355 ms | 11 - 20 MB | CPU
85
- | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS9075 | 1.642 ms | 0 - 3 MB | NPU
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- | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.902 ms | 23 - 32 MB | CPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.648 ms | 1 - 44 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.778 ms | 1 - 44 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.873 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.702 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.702 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.034 ms | 0 - 75 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.487 ms | 1 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® SA8775P | 2.044 ms | 1 - 43 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® SA8775P | 2.044 ms | 1 - 43 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® SA8775P | 2.044 ms | 1 - 43 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® SA7255P | 4.87 ms | 1 - 40 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.585 ms | 0 - 78 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® SA8295P | 4.019 ms | 0 - 39 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.778 ms | 1 - 44 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.958 ms | 1 - 3 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.594 ms | 0 - 64 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.709 ms | 0 - 56 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.852 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.793 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.793 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.075 ms | 0 - 79 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.558 ms | 0 - 51 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.896 ms | 0 - 59 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.896 ms | 0 - 59 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.896 ms | 0 - 59 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.216 ms | 0 - 57 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.709 ms | 0 - 56 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.698 ms | 0 - 62 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.005 ms | 0 - 175 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.763 ms | 0 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.698 ms | 0 - 62 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.649 ms | 0 - 55 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.781 ms | 0 - 57 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.044 ms | 0 - 97 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.484 ms | 0 - 3 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® SA8775P | 2.074 ms | 0 - 54 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® SA8775P | 2.074 ms | 0 - 54 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® SA8775P | 2.074 ms | 0 - 54 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® SA7255P | 4.863 ms | 0 - 51 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.566 ms | 0 - 95 MB | NPU
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- | EfficientFormer | TFLITE | float | Qualcomm® SA8295P | 3.992 ms | 0 - 48 MB | NPU
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- | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.781 ms | 0 - 57 MB | NPU
 
 
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  | EfficientFormer | TFLITE | float | Qualcomm® QCS9075 | 1.949 ms | 0 - 27 MB | NPU
 
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  ## License
132
  * The license for the original implementation of EfficientFormer can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
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+ | 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/efficientformer/releases/v0.55.0/efficientformer-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/efficientformer/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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 | 0.594 ms | 0 - 50 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® X2 Elite | 0.638 ms | 212 - 212 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® X Elite | 1.361 ms | 149 - 149 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.947 ms | 0 - 87 MB | NPU
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+ | EfficientFormer | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.379 ms | 0 - 34 MB | NPU
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+ | EfficientFormer | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.727 ms | 0 - 53 MB | NPU
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+ | EfficientFormer | ONNX | float | Qualcomm® QCS9075 | 1.876 ms | 1 - 46 MB | NPU
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+ | EfficientFormer | ONNX | float | Qualcomm® QCS8750 | 0.727 ms | 0 - 53 MB | NPU
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+ | EfficientFormer | ONNX | float | Qualcomm® QCS7181 | 1.361 ms | 149 - 149 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.533 ms | 0 - 69 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® X2 Elite | 0.562 ms | 211 - 211 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® X Elite | 1.478 ms | 149 - 149 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.962 ms | 0 - 94 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS6490 | 139.05 ms | 20 - 26 MB | CPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.474 ms | 0 - 78 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 65.545 ms | 11 - 20 MB | CPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 62.057 ms | 21 - 30 MB | CPU
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+ | EfficientFormer | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.646 ms | 0 - 60 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS9075 | 1.643 ms | 0 - 45 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS7790 | 62.057 ms | 21 - 30 MB | CPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS8750 | 0.646 ms | 0 - 60 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCS7181 | 1.478 ms | 149 - 149 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.645 ms | 1 - 44 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.864 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.71 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.04 ms | 0 - 76 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 | 4.865 ms | 1 - 41 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.471 ms | 0 - 28 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® SA8775P | 2.052 ms | 1 - 43 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® SA8650P | 2.052 ms | 1 - 43 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® SA8255P | 2.052 ms | 1 - 43 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.581 ms | 0 - 79 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® SA7255P | 4.865 ms | 1 - 41 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® SA8295P | 4.001 ms | 0 - 38 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.772 ms | 0 - 41 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.987 ms | 3 - 5 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8750 | 0.772 ms | 0 - 41 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS7181 | 1.71 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.613 ms | 0 - 66 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.861 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.832 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.082 ms | 0 - 80 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 3.241 ms | 0 - 58 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.545 ms | 0 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.892 ms | 0 - 59 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA8650P | 1.892 ms | 0 - 59 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA8255P | 1.892 ms | 0 - 59 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.02 ms | 0 - 178 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® SA7255P | 3.241 ms | 0 - 58 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.694 ms | 0 - 63 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.713 ms | 0 - 56 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.757 ms | 2 - 4 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 1.694 ms | 0 - 63 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.713 ms | 0 - 56 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 1.832 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.642 ms | 0 - 55 MB | NPU
121
+ | EfficientFormer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.031 ms | 0 - 95 MB | NPU
122
+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8275 | 4.876 ms | 0 - 52 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.502 ms | 0 - 3 MB | NPU
124
+ | EfficientFormer | TFLITE | float | Qualcomm® SA8775P | 2.065 ms | 0 - 54 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® SA8650P | 2.065 ms | 0 - 54 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® SA8255P | 2.065 ms | 0 - 54 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.546 ms | 0 - 90 MB | NPU
128
+ | EfficientFormer | TFLITE | float | Qualcomm® SA7255P | 4.876 ms | 0 - 52 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® SA8295P | 3.976 ms | 0 - 47 MB | NPU
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+ | EfficientFormer | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.779 ms | 0 - 55 MB | NPU
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  | EfficientFormer | TFLITE | float | Qualcomm® QCS9075 | 1.949 ms | 0 - 27 MB | NPU
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+ | EfficientFormer | TFLITE | float | Qualcomm® QCS8750 | 0.779 ms | 0 - 55 MB | NPU
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134
  ## License
135
  * The license for the original implementation of EfficientFormer can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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  "w8a16": {
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  "universal_assets": {
@@ -7,14 +7,14 @@
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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/v0.54.0/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/v0.54.0/efficientformer-onnx-w8a16.zip"
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  }
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  }
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  },
@@ -25,20 +25,20 @@
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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/efficientformer/releases/v0.54.0/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/v0.54.0/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/v0.54.0/efficientformer-onnx-float.zip"
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  }
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  }
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  }
 
1
  {
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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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  "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/v0.55.0/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": "1.25.0"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.55.0/efficientformer-onnx-w8a16.zip"
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  }
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  }
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  },
 
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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/efficientformer/releases/v0.55.0/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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  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.55.0/efficientformer-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
+ "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/efficientformer/releases/v0.55.0/efficientformer-onnx-float.zip"
42
  }
43
  }
44
  }