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Inception-v3

Image Classification
PyTorch
LiteRT
ONNX
backbone
android
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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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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.332 ms | 0 - 2 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.4 ms | 0 - 141 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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- | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.751 ms | 0 - 49 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.148 ms | 0 - 58 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.197 ms | 1 - 17 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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- | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.419 ms | 0 - 57 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.327 ms | 0 - 51 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.468 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.329 ms | 0 - 2 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
 
 
 
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  | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.462 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.328 ms | 0 - 2 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.454 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.331 ms | 0 - 5 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.476 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.1 ms | 0 - 58 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.187 ms | 0 - 21 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.948 ms | 0 - 22 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.998 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.251 ms | 0 - 24 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.482 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.687 ms | 47 - 47 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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@@ -123,7 +122,7 @@ Inception-v3
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.3
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- Estimated peak memory usage (MB): [0, 2]
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  Total # Ops : 129
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  Compute Unit(s) : NPU (129 ops)
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  ```
 
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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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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1.332 ms | 0 - 6 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 1.411 ms | 1 - 132 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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+ | Inception-v3 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 1.757 ms | 0 - 49 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.004 ms | 0 - 59 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.057 ms | 0 - 18 MB | FP16 | NPU | [Inception-v3.so](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.so) |
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+ | Inception-v3 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.287 ms | 0 - 57 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.947 ms | 0 - 22 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.001 ms | 0 - 15 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.246 ms | 0 - 24 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
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+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1.326 ms | 0 - 17 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 1.451 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1.332 ms | 0 - 2 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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  | Inception-v3 | SA8255 (Proxy) | SA8255P Proxy | QNN | 1.462 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8775 (Proxy) | SA8775P Proxy | TFLITE | 1.331 ms | 0 - 568 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8775 (Proxy) | SA8775P Proxy | QNN | 1.456 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1.347 ms | 0 - 2 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8650 (Proxy) | SA8650P Proxy | QNN | 1.469 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | SA8295P ADP | SA8295P | TFLITE | 2.56 ms | 0 - 22 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | SA8295P ADP | SA8295P | QNN | 2.733 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.096 ms | 0 - 59 MB | FP16 | NPU | [Inception-v3.tflite](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.tflite) |
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+ | Inception-v3 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.183 ms | 1 - 19 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 1.506 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | Inception-v3 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.673 ms | 48 - 48 MB | FP16 | NPU | [Inception-v3.onnx](https://huggingface.co/qualcomm/Inception-v3/blob/main/Inception-v3.onnx) |
 
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 1.3
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+ Estimated peak memory usage (MB): [0, 6]
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  Total # Ops : 129
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  Compute Unit(s) : NPU (129 ops)
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  ```