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Mask2Former

Image Segmentation
PyTorch
android
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@@ -35,22 +35,22 @@ 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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- | Mask2Former | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1905.346 ms | 164 - 178 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2173.199 ms | 159 - 183 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1364.021 ms | 163 - 194 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1595.41 ms | 164 - 178 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1905.346 ms | 164 - 178 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1432.0 ms | 123 - 166 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1417.48 ms | 157 - 173 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1424.237 ms | 142 - 167 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1595.41 ms | 164 - 178 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1236.454 ms | 157 - 162 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 983.166 ms | 113 - 133 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1138.941 ms | 163 - 189 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 786.488 ms | 217 - 239 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 878.535 ms | 163 - 177 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 694.644 ms | 162 - 176 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 433.397 ms | 268 - 268 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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@@ -114,7 +114,7 @@ Profiling Results
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  Mask2Former
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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- Estimated inference time (ms) : 1905.3
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  Estimated peak memory usage (MB): [164, 178]
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  Total # Ops : 3213
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  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (3213 ops)
 
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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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+ | Mask2Former | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 1886.595 ms | 164 - 178 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1717.317 ms | 164 - 190 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1444.853 ms | 164 - 168 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1595.171 ms | 164 - 179 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 1886.595 ms | 164 - 178 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1245.767 ms | 163 - 188 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1397.371 ms | 163 - 181 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1367.204 ms | 138 - 169 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1595.171 ms | 164 - 179 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1496.756 ms | 152 - 171 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 958.304 ms | 123 - 140 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1036.409 ms | 106 - 134 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 740.281 ms | 232 - 258 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 976.121 ms | 69 - 89 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 689.35 ms | 158 - 170 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 513.005 ms | 268 - 268 MB | CPU | [Mask2Former.onnx](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.onnx) |
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  Mask2Former
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  Device : cs_8275 (ANDROID 14)
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  Runtime : TFLITE
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+ Estimated inference time (ms) : 1886.6
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  Estimated peak memory usage (MB): [164, 178]
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  Total # Ops : 3213
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  Compute Unit(s) : npu (0 ops) gpu (0 ops) cpu (3213 ops)