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Mask2Former

Image Segmentation
PyTorch
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@@ -35,22 +35,22 @@ 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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- | Mask2Former | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1467.863 ms | 164 - 169 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 931.354 ms | 131 - 142 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1229.494 ms | 114 - 143 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 874.774 ms | 210 - 240 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 967.366 ms | 71 - 91 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 685.02 ms | 202 - 218 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | SA7255P ADP | SA7255P | TFLITE | 2251.173 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1530.724 ms | 164 - 169 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8295P ADP | SA8295P | TFLITE | 1378.588 ms | 163 - 185 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1394.522 ms | 157 - 162 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8775P ADP | SA8775P | TFLITE | 1837.887 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2251.173 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1332.317 ms | 138 - 166 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1837.887 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2028.103 ms | 110 - 131 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 554.346 ms | 267 - 267 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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@@ -114,10 +114,10 @@ Profiling Results
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  Mask2Former
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 1467.9
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- Estimated peak memory usage (MB): [164, 169]
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- Total # Ops : 3223
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- Compute Unit(s) : CPU (3223 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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+ | Mask2Former | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 1229.857 ms | 163 - 180 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 866.039 ms | 194 - 214 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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+ | Mask2Former | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1263.438 ms | 111 - 141 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 849.692 ms | 198 - 219 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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+ | Mask2Former | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 863.147 ms | 162 - 182 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 662.795 ms | 184 - 201 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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+ | Mask2Former | SA7255P ADP | SA7255P | TFLITE | 2218.067 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1332.817 ms | 158 - 163 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | SA8295P ADP | SA8295P | TFLITE | 1387.036 ms | 164 - 186 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1301.575 ms | 164 - 192 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | SA8775P ADP | SA8775P | TFLITE | 1838.738 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2218.067 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1346.978 ms | 162 - 166 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1838.738 ms | 164 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1872.118 ms | 164 - 195 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 363.693 ms | 267 - 267 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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  Mask2Former
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 1229.9
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+ Estimated peak memory usage (MB): [163, 180]
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+ Total # Ops : 3208
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+ Compute Unit(s) : CPU (3208 ops)
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  ```
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