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README.md CHANGED
@@ -1,7 +1,4 @@
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  ---
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- datasets:
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- - imagenet-1k
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- - imagenet-22k
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  library_name: pytorch
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  license: bsd-3-clause
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  pipeline_tag: image-classification
@@ -38,27 +35,29 @@ 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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- | Swin-Base | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 25.234 ms | 0 - 3 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 28.507 ms | 0 - 49 MB | FP16 | NPU | [Swin-Base.so](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.so) |
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- | Swin-Base | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 46.693 ms | 0 - 226 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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- | Swin-Base | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 18.148 ms | 0 - 570 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 23.321 ms | 0 - 193 MB | FP16 | NPU | [Swin-Base.so](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.so) |
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- | Swin-Base | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 38.588 ms | 1 - 833 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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- | Swin-Base | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 25.144 ms | 0 - 3 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 26.838 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 25.529 ms | 0 - 4 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | SA8255 (Proxy) | SA8255P Proxy | QNN | 27.083 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 25.456 ms | 0 - 2 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | SA8775 (Proxy) | SA8775P Proxy | QNN | 27.124 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 25.633 ms | 0 - 3 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | SA8650 (Proxy) | SA8650P Proxy | QNN | 27.232 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.539 ms | 0 - 539 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 35.739 ms | 1 - 190 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 16.379 ms | 0 - 269 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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- | Swin-Base | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 15.042 ms | 1 - 206 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 29.175 ms | 1 - 330 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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- | Swin-Base | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 27.571 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Swin-Base | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 51.987 ms | 198 - 198 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
 
 
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@@ -122,7 +121,7 @@ Profiling Results
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  Swin-Base
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 25.2
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  Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 1568
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  Compute Unit(s) : NPU (1568 ops)
 
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  ---
 
 
 
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  library_name: pytorch
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  license: bsd-3-clause
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  pipeline_tag: image-classification
 
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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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+ | Swin-Base | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 25.417 ms | 0 - 3 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 28.56 ms | 0 - 47 MB | FP16 | NPU | [Swin-Base.so](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.so) |
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+ | Swin-Base | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 46.639 ms | 0 - 226 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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+ | Swin-Base | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 17.689 ms | 0 - 571 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 19.799 ms | 0 - 199 MB | FP16 | NPU | [Swin-Base.so](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.so) |
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+ | Swin-Base | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 32.572 ms | 1 - 833 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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+ | Swin-Base | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 16.365 ms | 0 - 269 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 17.238 ms | 0 - 201 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 28.991 ms | 1 - 331 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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+ | Swin-Base | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 25.188 ms | 0 - 197 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 26.926 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 25.671 ms | 0 - 4 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | SA8255 (Proxy) | SA8255P Proxy | QNN | 26.928 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 25.457 ms | 0 - 3 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | SA8775 (Proxy) | SA8775P Proxy | QNN | 27.232 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 25.46 ms | 0 - 3 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | SA8650 (Proxy) | SA8650P Proxy | QNN | 27.174 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | SA8295P ADP | SA8295P | TFLITE | 36.059 ms | 0 - 241 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | SA8295P ADP | SA8295P | QNN | 38.055 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 32.462 ms | 0 - 543 MB | FP16 | NPU | [Swin-Base.tflite](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.tflite) |
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+ | Swin-Base | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 35.434 ms | 0 - 191 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 27.609 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Swin-Base | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 52.036 ms | 198 - 198 MB | FP16 | NPU | [Swin-Base.onnx](https://huggingface.co/qualcomm/Swin-Base/blob/main/Swin-Base.onnx) |
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  Swin-Base
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 25.4
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  Estimated peak memory usage (MB): [0, 3]
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  Total # Ops : 1568
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  Compute Unit(s) : NPU (1568 ops)