v0.43.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.43.0 for changelog.
- EfficientFormer_float.dlc +1 -1
- EfficientFormer_float.onnx.zip +1 -1
- EfficientFormer_w8a16.dlc +2 -2
- EfficientFormer_w8a16.onnx.zip +2 -2
- README.md +36 -36
EfficientFormer_float.dlc
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EfficientFormer_float.onnx.zip
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EfficientFormer_w8a16.dlc
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EfficientFormer_w8a16.onnx.zip
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README.md
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@@ -36,42 +36,42 @@ More details on model performance across various devices, can be found
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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|---|---|---|---|---|---|---|---|---|
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| 39 |
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| EfficientFormer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.
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| 40 |
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| EfficientFormer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.
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| 41 |
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| EfficientFormer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.
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| 42 |
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| EfficientFormer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.
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| 43 |
-
| EfficientFormer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.
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| 44 |
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| EfficientFormer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.
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| 45 |
-
| EfficientFormer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.
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| 46 |
-
| EfficientFormer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.
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| 47 |
-
| EfficientFormer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.
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| 48 |
-
| EfficientFormer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.
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| 49 |
-
| EfficientFormer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.
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| 50 |
-
| EfficientFormer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.
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| 51 |
-
| EfficientFormer | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.
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| 52 |
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| EfficientFormer | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.
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| 53 |
-
| EfficientFormer | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.
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| 54 |
-
| EfficientFormer | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.
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| 55 |
-
| EfficientFormer | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.
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| 56 |
-
| EfficientFormer | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.
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| 57 |
-
| EfficientFormer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.
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| 58 |
-
| EfficientFormer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.
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| 59 |
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| EfficientFormer | w8a16 |
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| 60 |
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| EfficientFormer | w8a16 |
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| 61 |
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| EfficientFormer | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) |
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| 62 |
-
| EfficientFormer | w8a16 |
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| 63 |
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| EfficientFormer | w8a16 |
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| 64 |
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| EfficientFormer | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 52.
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| 65 |
-
| EfficientFormer | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.
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| 66 |
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| EfficientFormer | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX |
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| 67 |
-
| EfficientFormer | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.704 ms | 0 -
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| 68 |
-
| EfficientFormer | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.
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| 69 |
-
| EfficientFormer | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.
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| 70 |
-
| EfficientFormer | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 60.
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| 71 |
-
| EfficientFormer | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.
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| 72 |
-
| EfficientFormer | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.
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| 73 |
-
| EfficientFormer | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.
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| 74 |
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| EfficientFormer | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.
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| 75 |
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| 76 |
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| 36 |
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| 37 |
| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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| 38 |
|---|---|---|---|---|---|---|---|---|
|
| 39 |
+
| EfficientFormer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.978 ms | 0 - 49 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
| 40 |
+
| EfficientFormer | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.984 ms | 1 - 35 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 41 |
+
| EfficientFormer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 3.868 ms | 0 - 59 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
| 42 |
+
| EfficientFormer | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 5.607 ms | 1 - 47 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 43 |
+
| EfficientFormer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.521 ms | 0 - 169 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
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+
| EfficientFormer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.603 ms | 1 - 9 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 45 |
+
| EfficientFormer | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.603 ms | 0 - 66 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.onnx.zip) |
|
| 46 |
+
| EfficientFormer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.135 ms | 0 - 50 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
| 47 |
+
| EfficientFormer | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.218 ms | 0 - 34 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 48 |
+
| EfficientFormer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.072 ms | 0 - 58 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
| 49 |
+
| EfficientFormer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.11 ms | 1 - 43 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 50 |
+
| EfficientFormer | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.103 ms | 0 - 42 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.onnx.zip) |
|
| 51 |
+
| EfficientFormer | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.818 ms | 0 - 56 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
| 52 |
+
| EfficientFormer | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.82 ms | 1 - 40 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 53 |
+
| EfficientFormer | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.904 ms | 0 - 36 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.onnx.zip) |
|
| 54 |
+
| EfficientFormer | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 0.725 ms | 0 - 55 MB | NPU | [EfficientFormer.tflite](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.tflite) |
|
| 55 |
+
| EfficientFormer | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.681 ms | 1 - 42 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
| 56 |
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| EfficientFormer | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 0.802 ms | 1 - 39 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.onnx.zip) |
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| EfficientFormer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.83 ms | 109 - 109 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.dlc) |
|
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| EfficientFormer | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.62 ms | 24 - 24 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer.onnx.zip) |
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| EfficientFormer | w8a16 | Dragonwing RB3 Gen 2 Vision Kit | Qualcomm® QCS6490 | ONNX | 138.759 ms | 20 - 27 MB | CPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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+
| EfficientFormer | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.199 ms | 0 - 34 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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+
| EfficientFormer | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.562 ms | 0 - 11 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 7.441 ms | 4 - 17 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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| EfficientFormer | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.939 ms | 0 - 35 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 52.238 ms | 18 - 25 MB | CPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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| 65 |
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| EfficientFormer | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.081 ms | 0 - 46 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 5.917 ms | 5 - 47 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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| EfficientFormer | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.704 ms | 0 - 40 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 4.743 ms | 5 - 39 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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| EfficientFormer | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | QNN_DLC | 1.684 ms | 0 - 44 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | Snapdragon 7 Gen 4 QRD | Snapdragon® 7 Gen 4 Mobile | ONNX | 60.17 ms | 22 - 38 MB | CPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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| EfficientFormer | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 0.599 ms | 0 - 42 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 4.332 ms | 5 - 39 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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| 73 |
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| EfficientFormer | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.801 ms | 43 - 43 MB | NPU | [EfficientFormer.dlc](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.dlc) |
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| EfficientFormer | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.332 ms | 10 - 10 MB | NPU | [EfficientFormer.onnx.zip](https://huggingface.co/qualcomm/EfficientFormer/blob/main/EfficientFormer_w8a16.onnx.zip) |
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