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Mask2Former

Image Segmentation
PyTorch
android
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v0.30.2

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See https://github.com/quic/ai-hub-models/releases/v0.30.2 for changelog.

Files changed (1) hide show
  1. README.md +17 -17
README.md CHANGED
@@ -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 | 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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@@ -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) : 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)
 
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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 | 1890.028 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 | 1867.002 ms | 164 - 196 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 | 1347.193 ms | 163 - 190 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 | 1590.836 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 | 1890.028 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 | 1394.976 ms | 137 - 168 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1322.242 ms | 164 - 187 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 | 1424.374 ms | 163 - 168 MB | CPU | [Mask2Former.tflite](https://huggingface.co/qualcomm/Mask2Former/blob/main/Mask2Former.tflite) |
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+ | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1590.836 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 | 1346.481 ms | 164 - 168 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 | 918.571 ms | 119 - 139 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 | 1238.585 ms | 163 - 192 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 | 679.982 ms | 216 - 244 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 | 974.151 ms | 163 - 183 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 | 587.886 ms | 178 - 195 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 | 444.851 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) : 1890.0
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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)