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ResNet101

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@@ -35,31 +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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- | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.408 ms | 0 - 240 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.538 ms | 0 - 159 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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- | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 3.564 ms | 1 - 3 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.429 ms | 1 - 39 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.489 ms | 1 - 37 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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- | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.514 ms | 0 - 118 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.384 ms | 0 - 35 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.406 ms | 1 - 32 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.512 ms | 0 - 46 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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- | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 3.397 ms | 0 - 240 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.278 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA7255P ADP | SA7255P | TFLITE | 135.374 ms | 0 - 32 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA7255P ADP | SA7255P | QNN | 136.379 ms | 1 - 11 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.396 ms | 0 - 250 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.317 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8295P ADP | SA8295P | TFLITE | 5.717 ms | 0 - 21 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8295P ADP | SA8295P | QNN | 6.207 ms | 1 - 7 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.413 ms | 0 - 230 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.352 ms | 1 - 2 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | SA8775P ADP | SA8775P | TFLITE | 6.657 ms | 0 - 33 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | SA8775P ADP | SA8775P | QNN | 6.703 ms | 1 - 6 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.774 ms | 0 - 25 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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- | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.808 ms | 1 - 24 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.475 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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- | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.513 ms | 88 - 88 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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@@ -124,7 +124,7 @@ ResNet101
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 3.4
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- Estimated peak memory usage (MB): [0, 240]
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  Total # Ops : 147
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  Compute Unit(s) : NPU (147 ops)
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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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+ | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 3.406 ms | 0 - 270 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 3.462 ms | 0 - 190 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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+ | ResNet101 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 3.58 ms | 0 - 206 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 2.424 ms | 0 - 38 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 2.501 ms | 1 - 38 MB | FP16 | NPU | [ResNet101.so](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.so) |
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+ | ResNet101 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.63 ms | 0 - 41 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 2.342 ms | 0 - 37 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 2.052 ms | 0 - 36 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 2.515 ms | 0 - 36 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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+ | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 3.355 ms | 0 - 270 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 3.293 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA7255P ADP | SA7255P | TFLITE | 135.356 ms | 0 - 32 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA7255P ADP | SA7255P | QNN | 136.392 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 3.385 ms | 0 - 270 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8255 (Proxy) | SA8255P Proxy | QNN | 3.324 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8295P ADP | SA8295P | TFLITE | 5.706 ms | 0 - 24 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8295P ADP | SA8295P | QNN | 5.726 ms | 1 - 15 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 3.41 ms | 0 - 200 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8650 (Proxy) | SA8650P Proxy | QNN | 3.303 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | SA8775P ADP | SA8775P | TFLITE | 6.615 ms | 0 - 32 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | SA8775P ADP | SA8775P | QNN | 6.689 ms | 1 - 10 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 4.746 ms | 0 - 28 MB | FP16 | NPU | [ResNet101.tflite](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.tflite) |
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+ | ResNet101 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 4.84 ms | 1 - 30 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 3.462 ms | 1 - 1 MB | FP16 | NPU | Use Export Script |
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+ | ResNet101 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 3.484 ms | 88 - 88 MB | FP16 | NPU | [ResNet101.onnx](https://huggingface.co/qualcomm/ResNet101/blob/main/ResNet101.onnx) |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 3.4
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+ Estimated peak memory usage (MB): [0, 270]
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  Total # Ops : 147
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  Compute Unit(s) : NPU (147 ops)
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  ```