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EfficientViT-l2-seg

Image Segmentation
PyTorch
ONNX
real_time
android
Model card Files Community
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@@ -36,16 +36,16 @@ 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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  |---|---|---|---|---|---|---|---|---|
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- | EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22359.13 ms | 24 - 124 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 | 1693.532 ms | 120 - 123 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 | 16346.762 ms | 24 - 469 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 | 1672.202 ms | 111 - 2610 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 | 19129.435 ms | 24 - 518 MB | FP16 | NPU | Use Export Script |
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- | EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1250.808 ms | 86 - 1094 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 15514.257 ms | 26 - 27 MB | FP16 | NPU | Use Export Script |
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- | EfficientViT-l2-seg | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 21605.057 ms | 24 - 261 MB | FP16 | NPU | Use Export Script |
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- | EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 16302.502 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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- | EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3022.03 ms | 151 - 151 MB | FP16 | NPU | [EfficientViT-l2-seg.onnx](https://huggingface.co/qualcomm/EfficientViT-l2-seg/blob/main/EfficientViT-l2-seg.onnx) |
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@@ -110,8 +110,8 @@ 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) : 22359.1
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- Estimated peak memory usage (MB): [24, 124]
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  Total # Ops : 773
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  Compute Unit(s) : NPU (773 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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  |---|---|---|---|---|---|---|---|---|
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+ | EfficientViT-l2-seg | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 22445.427 ms | 24 - 127 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 | 1763.476 ms | 118 - 123 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 | 16390.54 ms | 24 - 473 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 | 1596.237 ms | 112 - 2613 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 | 19079.984 ms | 3 - 496 MB | FP16 | NPU | Use Export Script |
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+ | EfficientViT-l2-seg | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1195.574 ms | 62 - 1070 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 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 15568.676 ms | 25 - 26 MB | FP16 | NPU | Use Export Script |
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+ | EfficientViT-l2-seg | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 21592.096 ms | 21 - 262 MB | FP16 | NPU | Use Export Script |
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+ | EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 16297.865 ms | 24 - 24 MB | FP16 | NPU | Use Export Script |
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+ | EfficientViT-l2-seg | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2612.22 ms | 151 - 151 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) : 22445.4
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+ Estimated peak memory usage (MB): [24, 127]
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  Total # Ops : 773
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  Compute Unit(s) : NPU (773 ops)
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  ```