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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 +57 -46
  2. release_assets.json +7 -7
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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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/v0.52.0/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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@@ -63,48 +63,59 @@ See our repository for [EfficientFormer on GitHub](https://github.com/qualcomm/a
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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® 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 | 0.637 ms | 1 - 43 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.867 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.704 ms | 1 - 1 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.02 ms | 0 - 76 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.893 ms | 1 - 40 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.532 ms | 1 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.936 ms | 1 - 3 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.586 ms | 0 - 78 MB | NPU
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- | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.79 ms | 0 - 43 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.6 ms | 0 - 64 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.868 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.806 ms | 0 - 0 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.08 ms | 0 - 80 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.28 ms | 0 - 57 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.614 ms | 0 - 14 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.76 ms | 0 - 2 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 7.092 ms | 0 - 181 MB | NPU
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- | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.72 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
 
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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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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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  | 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 | Qualcomm® QCS9075 | 1.872 ms | 1 - 3 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 | 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 | Qualcomm® QCS9075 | 1.642 ms | 0 - 3 MB | NPU
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+ | EfficientFormer | ONNX | w8a16 | Qualcomm® QCM6690 | 66.355 ms | 11 - 20 MB | CPU
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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 | 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 | 0.642 ms | 1 - 44 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.778 ms | 0 - 40 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X2 Elite | 0.859 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.701 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® X Elite | 1.701 ms | 1 - 1 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.032 ms | 0 - 77 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.891 ms | 1 - 40 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.5 ms | 0 - 12 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS9075 | 1.959 ms | 1 - 3 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.595 ms | 0 - 77 MB | NPU
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+ | EfficientFormer | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.778 ms | 0 - 40 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.597 ms | 0 - 64 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.71 ms | 0 - 56 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.859 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.804 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.804 ms | 0 - 0 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.086 ms | 0 - 78 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 3.225 ms | 0 - 57 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.561 ms | 0 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.77 ms | 0 - 2 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.917 ms | 0 - 176 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.71 ms | 0 - 56 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.694 ms | 0 - 62 MB | NPU
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+ | EfficientFormer | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.694 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® QCS8275 (Proxy) | 4.863 ms | 0 - 51 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® QCS9075 | 1.949 ms | 0 - 27 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 | Snapdragon® 8 Elite For Galaxy Mobile | 0.781 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
@@ -1,27 +1,27 @@
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  {
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- "version": "0.52.0",
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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/v0.52.0/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/v0.52.0/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/v0.52.0/efficientformer-onnx-float.zip"
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  }
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  }
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  },
@@ -31,14 +31,14 @@
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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/v0.52.0/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/v0.52.0/efficientformer-onnx-w8a16.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.53.0",
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  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "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/v0.53.0/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/v0.53.0/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/v0.53.0/efficientformer-onnx-float.zip"
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  }
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  }
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  },
 
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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/v0.53.0/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/v0.53.0/efficientformer-onnx-w8a16.zip"
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  }
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  }
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  }