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Mask2Former

Image Segmentation
PyTorch
android
Model card Files
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Community
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v0.36.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (31) hide show
  1. README.md +17 -17
  2. precompiled/qualcomm-qcs8275-proxy/Mask2Former.bin +2 -2
  3. precompiled/qualcomm-qcs8275-proxy/sdk_versions.yml +1 -1
  4. precompiled/qualcomm-qcs8450-proxy/Mask2Former.bin +2 -2
  5. precompiled/qualcomm-qcs8450-proxy/sdk_versions.yml +1 -1
  6. precompiled/qualcomm-qcs8550-proxy/Mask2Former.bin +2 -2
  7. precompiled/qualcomm-qcs8550-proxy/sdk_versions.yml +1 -1
  8. precompiled/qualcomm-qcs9075-proxy/Mask2Former.bin +2 -2
  9. precompiled/qualcomm-qcs9075-proxy/sdk_versions.yml +1 -1
  10. precompiled/qualcomm-sa7255p/Mask2Former.bin +2 -2
  11. precompiled/qualcomm-sa7255p/sdk_versions.yml +1 -1
  12. precompiled/qualcomm-sa8255p-proxy/Mask2Former.bin +2 -2
  13. precompiled/qualcomm-sa8255p-proxy/sdk_versions.yml +1 -1
  14. precompiled/qualcomm-sa8295p/Mask2Former.bin +2 -2
  15. precompiled/qualcomm-sa8295p/sdk_versions.yml +1 -1
  16. precompiled/qualcomm-sa8650p-proxy/Mask2Former.bin +2 -2
  17. precompiled/qualcomm-sa8650p-proxy/sdk_versions.yml +1 -1
  18. precompiled/qualcomm-sa8775p/Mask2Former.bin +2 -2
  19. precompiled/qualcomm-sa8775p/sdk_versions.yml +1 -1
  20. precompiled/qualcomm-snapdragon-8-elite/Mask2Former.bin +2 -2
  21. precompiled/qualcomm-snapdragon-8-elite/Mask2Former.onnx.zip +2 -2
  22. precompiled/qualcomm-snapdragon-8-elite/sdk_versions.yml +1 -1
  23. precompiled/qualcomm-snapdragon-8gen2/Mask2Former.bin +2 -2
  24. precompiled/qualcomm-snapdragon-8gen2/Mask2Former.onnx.zip +2 -2
  25. precompiled/qualcomm-snapdragon-8gen2/sdk_versions.yml +1 -1
  26. precompiled/qualcomm-snapdragon-8gen3/Mask2Former.bin +2 -2
  27. precompiled/qualcomm-snapdragon-8gen3/Mask2Former.onnx.zip +2 -2
  28. precompiled/qualcomm-snapdragon-8gen3/sdk_versions.yml +1 -1
  29. precompiled/qualcomm-snapdragon-x-elite/Mask2Former.bin +2 -2
  30. precompiled/qualcomm-snapdragon-x-elite/Mask2Former.onnx.zip +2 -2
  31. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +1 -1
README.md CHANGED
@@ -34,23 +34,23 @@ 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 | 378.879 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 353.347 ms | 2 - 19 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 217.043 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 224.306 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 378.879 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 218.179 ms | 2 - 8 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 286.516 ms | 2 - 18 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 217.122 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 224.306 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 218.906 ms | 2 - 5 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | PRECOMPILED_QNN_ONNX | 217.447 ms | 13 - 16 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 140.192 ms | 2 - 22 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 140.413 ms | 9 - 24 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 104.721 ms | 2 - 16 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | PRECOMPILED_QNN_ONNX | 126.653 ms | 8 - 22 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 223.84 ms | 2 - 2 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 224.631 ms | 108 - 108 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
  |---|---|---|---|---|---|---|---|---|
37
+ | Mask2Former | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 259.31 ms | 2 - 10 MB | NPU | Use Export Script |
38
+ | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 222.258 ms | 2 - 19 MB | NPU | Use Export Script |
39
+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 139.82 ms | 2 - 4 MB | NPU | Use Export Script |
40
+ | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 144.17 ms | 2 - 12 MB | NPU | Use Export Script |
41
+ | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 259.31 ms | 2 - 10 MB | NPU | Use Export Script |
42
+ | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 140.495 ms | 2 - 4 MB | NPU | Use Export Script |
43
+ | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 189.779 ms | 2 - 16 MB | NPU | Use Export Script |
44
+ | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 140.671 ms | 2 - 4 MB | NPU | Use Export Script |
45
+ | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 144.17 ms | 2 - 12 MB | NPU | Use Export Script |
46
+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 139.968 ms | 2 - 11 MB | NPU | Use Export Script |
47
+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | PRECOMPILED_QNN_ONNX | 218.663 ms | 0 - 114 MB | NPU | Use Export Script |
48
+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 93.683 ms | 2 - 20 MB | NPU | Use Export Script |
49
+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 140.356 ms | 9 - 31 MB | NPU | Use Export Script |
50
+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 79.697 ms | 0 - 14 MB | NPU | Use Export Script |
51
+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | PRECOMPILED_QNN_ONNX | 126.384 ms | 7 - 21 MB | NPU | Use Export Script |
52
+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 141.188 ms | 2 - 2 MB | NPU | Use Export Script |
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+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 224.345 ms | 108 - 108 MB | NPU | Use Export Script |
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