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README.md
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@@ -36,18 +36,18 @@ More details on model performance across various devices, can be found
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| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 24561.
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| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX |
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| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN |
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| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX |
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| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN |
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| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX |
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| EfficientViT-l2-seg | QCS8275 (Proxy) | QCS8275 Proxy | QNN |
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| EfficientViT-l2-seg | QCS8550 (Proxy) | QCS8550 Proxy | QNN |
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| EfficientViT-l2-seg | QCS9075 (Proxy) | QCS9075 Proxy | QNN |
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| EfficientViT-l2-seg | QCS8450 (Proxy) | QCS8450 Proxy | QNN |
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| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN |
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| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX |
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@@ -111,8 +111,8 @@ Profiling Results
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EfficientViT-l2-seg
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Device : Samsung Galaxy S23 (13)
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Runtime : QNN
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Estimated inference time (ms) : 24561.
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Estimated peak memory usage (MB): [25,
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Total # Ops : 775
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Compute Unit(s) : NPU (775 ops)
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```
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| Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 24561.927 ms | 25 - 28 MB | FP16 | NPU | [EfficientViT-l2-seg.so](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.so) |
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| EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1735.537 ms | 5 - 453 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
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| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 18341.303 ms | 25 - 43 MB | FP16 | NPU | [EfficientViT-l2-seg.so](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.so) |
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| EfficientViT-l2-seg | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1697.297 ms | 128 - 2011 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
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| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 22851.446 ms | 24 - 905 MB | FP16 | NPU | Use Export Script |
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| EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1333.094 ms | 107 - 2673 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
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| EfficientViT-l2-seg | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 51495.393 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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| EfficientViT-l2-seg | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 24567.319 ms | 24 - 27 MB | FP16 | NPU | Use Export Script |
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| EfficientViT-l2-seg | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 31031.125 ms | 24 - 34 MB | FP16 | NPU | Use Export Script |
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| EfficientViT-l2-seg | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 25049.781 ms | 28 - 1016 MB | FP16 | NPU | Use Export Script |
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| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 26459.856 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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| EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3502.337 ms | 143 - 143 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
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EfficientViT-l2-seg
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Device : Samsung Galaxy S23 (13)
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Runtime : QNN
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Estimated inference time (ms) : 24561.9
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Estimated peak memory usage (MB): [25, 28]
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Total # Ops : 775
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Compute Unit(s) : NPU (775 ops)
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```
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