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Mask2Former

Image Segmentation
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@@ -35,21 +35,21 @@ 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 | 1407.964 ms | 157 - 185 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 | 938.849 ms | 129 - 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 | 1226.119 ms | 161 - 186 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 | 791.254 ms | 218 - 243 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 | 970.425 ms | 112 - 136 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 | 687.767 ms | 161 - 180 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | SA7255P ADP | SA7255P | TFLITE | 2237.668 ms | 164 - 176 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 1496.858 ms | 163 - 169 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8295P ADP | SA8295P | TFLITE | 1350.796 ms | 163 - 179 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 1396.074 ms | 164 - 205 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | SA8775P ADP | SA8775P | TFLITE | 1834.122 ms | 164 - 177 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 2237.668 ms | 164 - 176 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 1834.122 ms | 164 - 177 MB | FP32 | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2231.31 ms | 161 - 181 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 | 452.092 ms | 267 - 267 MB | FP32 | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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@@ -113,8 +113,8 @@ 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) : 1408.0
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- Estimated peak memory usage (MB): [157, 185]
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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 | 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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  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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  ```