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SqueezeNet-1_1

Image Classification
PyTorch
LiteRT
ONNX
backbone
android
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@@ -1,10 +1,10 @@
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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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  tags:
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  - backbone
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  - android
 
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  ---
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@@ -35,31 +35,35 @@ 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 | 0.638 ms | 0 - 7 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 | 0.706 ms | 1 - 7 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 | 0.648 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 | 0.44 ms | 0 - 21 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 | 0.489 ms | 0 - 24 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 | 0.455 ms | 0 - 24 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 | 0.439 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.482 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.418 ms | 1 - 16 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 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.644 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 | 0.65 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA7255P ADP | SA7255P | TFLITE | 9.437 ms | 0 - 10 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 | 9.597 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.643 ms | 0 - 7 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 | 0.658 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8295P ADP | SA8295P | TFLITE | 1.181 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 | SA8295P ADP | SA8295P | QNN | 1.431 ms | 0 - 14 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.645 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 | SA8650 (Proxy) | SA8650P Proxy | QNN | 0.648 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | SA8775P ADP | SA8775P | TFLITE | 1.184 ms | 0 - 10 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 | 1.346 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.808 ms | 0 - 21 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 | 0.885 ms | 1 - 22 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.797 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.7 ms | 4 - 4 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
 
 
 
 
 
 
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@@ -124,7 +128,7 @@ SqueezeNet-1_1
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.6
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- Estimated peak memory usage (MB): [0, 7]
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  Total # Ops : 41
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  Compute Unit(s) : NPU (41 ops)
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  ```
 
1
  ---
2
  library_name: pytorch
3
  license: bsd-3-clause
 
4
  tags:
5
  - backbone
6
  - android
7
+ pipeline_tag: image-classification
8
 
9
  ---
10
 
 
35
 
36
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | SqueezeNet-1_1 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 0.644 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 | 0.652 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 | 0.642 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 | 0.441 ms | 0 - 21 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 | 0.449 ms | 0 - 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 | 0.506 ms | 0 - 24 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 | 0.484 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 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 0.397 ms | 0 - 16 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 0.49 ms | 1 - 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 | 9.45 ms | 0 - 9 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 | 9.606 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 0.644 ms | 0 - 7 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 | 0.645 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8295P ADP | SA8295P | TFLITE | 1.183 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 | SA8295P ADP | SA8295P | QNN | 1.736 ms | 0 - 11 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 0.644 ms | 0 - 7 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 | 0.648 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | SA8775P ADP | SA8775P | TFLITE | 1.2 ms | 0 - 9 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 | 1.381 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 9.45 ms | 0 - 9 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 | 9.606 ms | 1 - 8 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 0.639 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 | 0.671 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1.2 ms | 0 - 9 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 | 1.381 ms | 0 - 7 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 0.809 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 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 0.87 ms | 0 - 19 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.787 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.696 ms | 4 - 4 MB | FP16 | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 0.6
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+ Estimated peak memory usage (MB): [0, 17]
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  Total # Ops : 41
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  Compute Unit(s) : NPU (41 ops)
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  ```