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SqueezeNet-1_1

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v0.29.1

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See https://github.com/quic/ai-hub-models/releases/v0.29.1 for changelog.

Files changed (5) hide show
  1. README.md +61 -60
  2. SqueezeNet-1_1_w8a8.bin +0 -3
  3. SqueezeNet-1_1.bin → SqueezeNet-1_1_w8a8.onnx +2 -2
  4. SqueezeNet-1_1_w8a8.so +0 -3
  5. SqueezeNet-1_1.so → SqueezeNet-1_1_w8a8.tflite +2 -2
README.md CHANGED
@@ -36,66 +36,67 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | SqueezeNet-1_1 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.081 ms | 0 - 13 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.96 ms | 1 - 10 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.855 ms | 0 - 28 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.198 ms | 1 - 28 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.61 ms | 0 - 17 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.603 ms | 1 - 4 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.951 ms | 0 - 17 MB | 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 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.916 ms | 1 - 15 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.081 ms | 0 - 13 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.96 ms | 1 - 10 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.62 ms | 0 - 17 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.598 ms | 1 - 2 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.174 ms | 0 - 18 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.085 ms | 0 - 6 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.617 ms | 0 - 16 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.599 ms | 1 - 2 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.951 ms | 0 - 17 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.916 ms | 1 - 15 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.619 ms | 0 - 16 MB | 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 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.597 ms | 2 - 6 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.475 ms | 0 - 10 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.425 ms | 0 - 28 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.414 ms | 0 - 21 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.352 ms | 0 - 26 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.426 ms | 1 - 17 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.372 ms | 1 - 16 MB | 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 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.739 ms | 1 - 1 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.511 ms | 0 - 0 MB | 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 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.62 ms | 0 - 12 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.952 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.294 ms | 0 - 24 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.508 ms | 0 - 21 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.197 ms | 0 - 10 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.376 ms | 0 - 3 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.382 ms | 0 - 16 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.551 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.49 ms | 0 - 20 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.894 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.065 ms | 0 - 2 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.62 ms | 0 - 12 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.952 ms | 0 - 10 MB | NPU | Use Export Script |
 
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  | SqueezeNet-1_1 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.198 ms | 0 - 4 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.361 ms | 0 - 2 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.494 ms | 0 - 21 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.712 ms | 0 - 18 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.198 ms | 0 - 10 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.378 ms | 0 - 3 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.382 ms | 0 - 16 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.551 ms | 0 - 15 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.192 ms | 0 - 11 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.362 ms | 0 - 10 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.48 ms | 0 - 8 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
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- | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.147 ms | 0 - 25 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.279 ms | 0 - 24 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.352 ms | 0 - 24 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
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- | SqueezeNet-1_1 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.162 ms | 0 - 17 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
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- | SqueezeNet-1_1 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.196 ms | 0 - 17 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.418 ms | 0 - 18 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
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- | SqueezeNet-1_1 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.477 ms | 1 - 1 MB | NPU | Use Export Script |
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- | SqueezeNet-1_1 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.503 ms | 0 - 0 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
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@@ -160,7 +161,7 @@ SqueezeNet-1_1
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 2.1
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- Estimated peak memory usage (MB): [0, 13]
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  Total # Ops : 41
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  Compute Unit(s) : npu (41 ops) gpu (0 ops) cpu (0 ops)
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  ```
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | SqueezeNet-1_1 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.091 ms | 0 - 14 MB | 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 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 1.97 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.866 ms | 0 - 23 MB | 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 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 1.198 ms | 0 - 26 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.615 ms | 0 - 16 MB | 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 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.605 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.965 ms | 0 - 16 MB | 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 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.902 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.091 ms | 0 - 14 MB | 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 | float | SA7255P ADP | Qualcomm® SA7255P | QNN | 1.97 ms | 1 - 10 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.618 ms | 0 - 16 MB | 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 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.596 ms | 1 - 4 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.156 ms | 0 - 18 MB | 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 | float | SA8295P ADP | Qualcomm® SA8295P | QNN | 1.103 ms | 1 - 6 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.614 ms | 0 - 6 MB | 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 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.605 ms | 1 - 3 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.965 ms | 0 - 16 MB | 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 | float | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.902 ms | 1 - 15 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.62 ms | 0 - 16 MB | 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 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.602 ms | 1 - 7 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.487 ms | 0 - 11 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.423 ms | 0 - 26 MB | 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 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.416 ms | 1 - 21 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.372 ms | 0 - 25 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.412 ms | 0 - 18 MB | 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 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.425 ms | 1 - 17 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.364 ms | 0 - 16 MB | 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 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.728 ms | 1 - 1 MB | NPU | Use Export Script |
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+ | SqueezeNet-1_1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.49 ms | 0 - 0 MB | 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 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 0.613 ms | 0 - 12 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
69
+ | SqueezeNet-1_1 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN | 0.934 ms | 0 - 10 MB | NPU | Use Export Script |
70
+ | SqueezeNet-1_1 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 0.29 ms | 0 - 23 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
71
+ | SqueezeNet-1_1 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN | 0.507 ms | 0 - 25 MB | NPU | Use Export Script |
72
+ | SqueezeNet-1_1 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.196 ms | 0 - 11 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
73
+ | SqueezeNet-1_1 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN | 0.367 ms | 0 - 4 MB | NPU | Use Export Script |
74
+ | SqueezeNet-1_1 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 0.376 ms | 0 - 16 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
75
+ | SqueezeNet-1_1 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN | 0.54 ms | 0 - 15 MB | NPU | Use Export Script |
76
+ | SqueezeNet-1_1 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | TFLITE | 0.509 ms | 0 - 17 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
77
+ | SqueezeNet-1_1 | w8a8 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN | 0.908 ms | 0 - 11 MB | NPU | Use Export Script |
78
+ | SqueezeNet-1_1 | w8a8 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | TFLITE | 4.094 ms | 0 - 2 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
79
+ | SqueezeNet-1_1 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 0.613 ms | 0 - 12 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
80
+ | SqueezeNet-1_1 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN | 0.934 ms | 0 - 10 MB | NPU | Use Export Script |
81
  | SqueezeNet-1_1 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.198 ms | 0 - 4 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
82
+ | SqueezeNet-1_1 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN | 0.369 ms | 0 - 2 MB | NPU | Use Export Script |
83
+ | SqueezeNet-1_1 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 0.496 ms | 0 - 17 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
84
+ | SqueezeNet-1_1 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN | 0.719 ms | 0 - 18 MB | NPU | Use Export Script |
85
+ | SqueezeNet-1_1 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.193 ms | 0 - 10 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
86
+ | SqueezeNet-1_1 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN | 0.364 ms | 0 - 2 MB | NPU | Use Export Script |
87
+ | SqueezeNet-1_1 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 0.376 ms | 0 - 16 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
88
+ | SqueezeNet-1_1 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN | 0.54 ms | 0 - 15 MB | NPU | Use Export Script |
89
+ | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.189 ms | 0 - 10 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
90
+ | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN | 0.364 ms | 0 - 11 MB | NPU | Use Export Script |
91
+ | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.486 ms | 0 - 7 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
92
+ | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.139 ms | 0 - 23 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
93
+ | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN | 0.267 ms | 0 - 23 MB | NPU | Use Export Script |
94
+ | SqueezeNet-1_1 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.369 ms | 0 - 23 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
95
+ | SqueezeNet-1_1 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.137 ms | 0 - 17 MB | NPU | [SqueezeNet-1_1.tflite](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.tflite) |
96
+ | SqueezeNet-1_1 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 0.223 ms | 0 - 17 MB | NPU | Use Export Script |
97
+ | SqueezeNet-1_1 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.405 ms | 0 - 19 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
98
+ | SqueezeNet-1_1 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 0.462 ms | 1 - 1 MB | NPU | Use Export Script |
99
+ | SqueezeNet-1_1 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.49 ms | 0 - 0 MB | NPU | [SqueezeNet-1_1.onnx](https://huggingface.co/qualcomm/SqueezeNet-1_1/blob/main/SqueezeNet-1_1_w8a8.onnx) |
100
 
101
 
102
 
 
161
  Device : cs_8275 (ANDROID 14)
162
  Runtime : TFLITE
163
  Estimated inference time (ms) : 2.1
164
+ Estimated peak memory usage (MB): [0, 14]
165
  Total # Ops : 41
166
  Compute Unit(s) : npu (41 ops) gpu (0 ops) cpu (0 ops)
167
  ```
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