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SqueezeNet-1_1

Image Classification
PyTorch
LiteRT
ONNX
backbone
android
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@@ -35,35 +35,31 @@ 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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- | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.618 ms | 0 - 17 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.605 ms | 1 - 3 MB | FP16 | NPU | [SqueezeNet-1_1.so](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.so) |
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- | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.515 ms | 0 - 10 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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- | SqueezeNet-1_1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.424 ms | 0 - 24 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.417 ms | 0 - 18 MB | FP16 | NPU | [SqueezeNet-1_1.so](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.so) |
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- | SqueezeNet-1_1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.357 ms | 0 - 27 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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- | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.413 ms | 0 - 18 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.332 ms | 1 - 16 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.361 ms | 0 - 17 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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- | SqueezeNet-1_1 | SA7255P ADP | SA7255P | TFLITE | 9.436 ms | 0 - 14 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | SA7255P ADP | SA7255P | QNN | 9.296 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.619 ms | 0 - 16 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.6 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8295P ADP | SA8295P | TFLITE | 1.168 ms | 0 - 18 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | SA8295P ADP | SA8295P | QNN | 1.104 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.617 ms | 0 - 5 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.605 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8775P ADP | SA8775P | TFLITE | 1.148 ms | 0 - 13 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | SA8775P ADP | SA8775P | QNN | 1.102 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 9.436 ms | 0 - 14 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 9.296 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.611 ms | 0 - 16 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.595 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.148 ms | 0 - 13 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 1.102 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.86 ms | 0 - 24 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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- | SqueezeNet-1_1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.859 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.728 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.488 ms | 2 - 2 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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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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+ | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.616 ms | 0 - 17 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 0.6 ms | 1 - 3 MB | FP16 | NPU | [SqueezeNet-1_1.so](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.so) |
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+ | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 0.501 ms | 0 - 10 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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+ | SqueezeNet-1_1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 0.424 ms | 0 - 28 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 0.406 ms | 1 - 20 MB | FP16 | NPU | [SqueezeNet-1_1.so](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.so) |
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+ | SqueezeNet-1_1 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 0.328 ms | 0 - 28 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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+ | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 0.344 ms | 0 - 18 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.405 ms | 1 - 17 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.376 ms | 0 - 17 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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+ | SqueezeNet-1_1 | SA7255P ADP | SA7255P | TFLITE | 9.477 ms | 0 - 13 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | SA7255P ADP | SA7255P | QNN | 9.302 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.618 ms | 0 - 6 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | SA8255 (Proxy) | SA8255P Proxy | QNN | 0.596 ms | 0 - 3 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8295P ADP | SA8295P | TFLITE | 1.188 ms | 0 - 18 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | SA8295P ADP | SA8295P | QNN | 1.125 ms | 0 - 18 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.619 ms | 0 - 16 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.598 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 9.477 ms | 0 - 13 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 9.302 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.611 ms | 0 - 17 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 0.605 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.847 ms | 0 - 24 MB | FP16 | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.tflite) |
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+ | SqueezeNet-1_1 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.852 ms | 1 - 21 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.734 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.496 ms | 2 - 2 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
 
 
 
 
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