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Image Classification
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@@ -1,9 +1,9 @@
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  ---
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  library_name: pytorch
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  license: apache-2.0
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- pipeline_tag: image-classification
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  tags:
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  - android
 
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  ---
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@@ -34,21 +34,25 @@ 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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- | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.368 ms | 0 - 59 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.414 ms | 0 - 59 MB | FP16 | NPU | [LeViT.so](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.so) |
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- | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.096 ms | 0 - 52 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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  | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.971 ms | 0 - 26 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.011 ms | 0 - 29 MB | FP16 | NPU | [LeViT.so](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.so) |
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- | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.384 ms | 0 - 29 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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- | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.997 ms | 0 - 31 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.05 ms | 1 - 28 MB | FP16 | NPU | Use Export Script |
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- | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.489 ms | 1 - 29 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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- | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.374 ms | 0 - 59 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.334 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.662 ms | 0 - 28 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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- | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.65 ms | 1 - 29 MB | FP16 | NPU | Use Export Script |
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- | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.509 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.127 ms | 18 - 18 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
 
 
 
 
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@@ -113,7 +117,7 @@ LeViT
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.4
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- Estimated peak memory usage (MB): [0, 59]
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  Total # Ops : 306
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  Compute Unit(s) : NPU (306 ops)
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  ```
 
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  ---
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  library_name: pytorch
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  license: apache-2.0
 
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  tags:
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  - android
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+ pipeline_tag: image-classification
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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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+ | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.364 ms | 0 - 49 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.332 ms | 1 - 4 MB | FP16 | NPU | [LeViT.so](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.so) |
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+ | LeViT | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.082 ms | 0 - 53 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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  | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.971 ms | 0 - 26 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.932 ms | 0 - 15 MB | FP16 | NPU | [LeViT.so](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.so) |
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+ | LeViT | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.403 ms | 1 - 35 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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+ | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.995 ms | 0 - 30 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.876 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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+ | LeViT | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.471 ms | 1 - 28 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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+ | LeViT | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 14.104 ms | 0 - 18 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.532 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.369 ms | 0 - 59 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.325 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | LeViT | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 2.174 ms | 0 - 18 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 2.24 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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+ | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1.634 ms | 0 - 24 MB | FP16 | NPU | [LeViT.tflite](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.tflite) |
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+ | LeViT | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 1.653 ms | 1 - 26 MB | FP16 | NPU | Use Export Script |
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+ | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.516 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | LeViT | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.12 ms | 18 - 18 MB | FP16 | NPU | [LeViT.onnx](https://huggingface.co/qualcomm/LeViT/blob/main/LeViT.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.4
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+ Estimated peak memory usage (MB): [0, 49]
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  Total # Ops : 306
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  Compute Unit(s) : NPU (306 ops)
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  ```