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Mask2Former

Image Segmentation
PyTorch
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@@ -35,21 +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 | 1299.715 ms | 158 - 187 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 | 847.158 ms | 215 - 228 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 | 1127.805 ms | 112 - 142 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 | 888.294 ms | 235 - 266 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 | 877.745 ms | 70 - 88 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 | 692.487 ms | 209 - 233 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | SA7255P ADP | SA7255P | TFLITE | 2241.055 ms | 164 - 177 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1382.536 ms | 137 - 166 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1376.52 ms | 164 - 168 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8775P ADP | SA8775P | TFLITE | 1835.517 ms | 164 - 178 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2241.055 ms | 164 - 177 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 1370.679 ms | 160 - 175 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1835.517 ms | 164 - 178 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 1725.718 ms | 164 - 185 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 | 529.455 ms | 264 - 264 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
 
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@@ -113,8 +114,8 @@ 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) : 1299.7
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- Estimated peak memory usage (MB): [158, 187]
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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 | 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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  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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  ```