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Mask2Former

Image Segmentation
PyTorch
android
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v0.39.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

Files changed (20) hide show
  1. README.md +18 -16
  2. precompiled/qualcomm-qcs8275-proxy/Mask2Former_float.bin +1 -1
  3. precompiled/qualcomm-qcs8450-proxy/Mask2Former_float.bin +1 -1
  4. precompiled/qualcomm-qcs8550-proxy/Mask2Former_float.bin +1 -1
  5. precompiled/qualcomm-qcs8550-proxy/Mask2Former_float.onnx.zip +2 -2
  6. precompiled/qualcomm-qcs9075-proxy/Mask2Former_float.bin +1 -1
  7. precompiled/qualcomm-sa7255p/Mask2Former_float.bin +1 -1
  8. precompiled/qualcomm-sa8255p-proxy/Mask2Former_float.bin +1 -1
  9. precompiled/qualcomm-sa8295p/Mask2Former_float.bin +1 -1
  10. precompiled/qualcomm-sa8650p-proxy/Mask2Former_float.bin +1 -1
  11. precompiled/qualcomm-sa8775p/Mask2Former_float.bin +1 -1
  12. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Mask2Former_float.bin +1 -1
  13. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Mask2Former_float.onnx.zip +2 -2
  14. precompiled/qualcomm-snapdragon-8-elite-gen5/Mask2Former_float.bin +3 -0
  15. precompiled/qualcomm-snapdragon-8-elite-gen5/Mask2Former_float.onnx.zip +3 -0
  16. precompiled/qualcomm-snapdragon-8-elite-gen5/tool-versions.yaml +4 -0
  17. precompiled/qualcomm-snapdragon-8gen3/Mask2Former_float.bin +1 -1
  18. precompiled/qualcomm-snapdragon-8gen3/Mask2Former_float.onnx.zip +2 -2
  19. precompiled/qualcomm-snapdragon-x-elite/Mask2Former_float.bin +1 -1
  20. precompiled/qualcomm-snapdragon-x-elite/Mask2Former_float.onnx.zip +2 -2
README.md CHANGED
@@ -34,22 +34,24 @@ 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) | QNN_CONTEXT_BINARY | 260.131 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 216.851 ms | 2 - 22 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 138.804 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 138.292 ms | 0 - 112 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 143.752 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 260.131 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 141.472 ms | 2 - 5 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 190.166 ms | 2 - 16 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 141.517 ms | 2 - 5 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 143.752 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 92.646 ms | 2 - 20 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 93.905 ms | 9 - 25 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 67.232 ms | 2 - 15 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 68.409 ms | 9 - 22 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 140.978 ms | 2 - 2 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 142.066 ms | 111 - 111 MB | NPU | Use Export Script |
 
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
36
  |---|---|---|---|---|---|---|---|---|
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+ | Mask2Former | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 259.976 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 216.997 ms | 2 - 23 MB | NPU | Use Export Script |
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+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 140.731 ms | 2 - 5 MB | NPU | Use Export Script |
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+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 141.562 ms | 0 - 113 MB | NPU | Use Export Script |
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+ | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 143.871 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 259.976 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 139.163 ms | 2 - 5 MB | NPU | Use Export Script |
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+ | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 190.08 ms | 2 - 18 MB | NPU | Use Export Script |
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+ | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 137.461 ms | 2 - 4 MB | NPU | Use Export Script |
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+ | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 143.871 ms | 2 - 11 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 92.498 ms | 2 - 20 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 94.261 ms | 9 - 28 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 67.66 ms | 2 - 16 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 68.689 ms | 9 - 22 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 55.276 ms | 2 - 9 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 55.73 ms | 7 - 18 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 140.905 ms | 2 - 2 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 142.023 ms | 111 - 111 MB | NPU | Use Export Script |
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