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Mask2Former

Image Segmentation
PyTorch
android
Model card Files
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Community
qaihm-bot commited on
Commit
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v0.37.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.37.0 for changelog.

Files changed (34) hide show
  1. README.md +18 -17
  2. precompiled/qualcomm-qcs8275-proxy/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  3. precompiled/{qualcomm-sa7255p/sdk_versions.yml → qualcomm-qcs8275-proxy/tool-versions.yaml} +1 -1
  4. precompiled/qualcomm-qcs8450-proxy/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  5. precompiled/qualcomm-qcs8450-proxy/sdk_versions.yml +0 -3
  6. precompiled/{qualcomm-qcs8550-proxy/sdk_versions.yml → qualcomm-qcs8450-proxy/tool-versions.yaml} +1 -1
  7. precompiled/{qualcomm-sa8255p-proxy/Mask2Former.bin → qualcomm-qcs8550-proxy/Mask2Former_float.bin} +1 -1
  8. precompiled/{qualcomm-snapdragon-8-elite/Mask2Former.onnx.zip → qualcomm-qcs8550-proxy/Mask2Former_float.onnx.zip} +2 -2
  9. precompiled/{qualcomm-snapdragon-8-elite/sdk_versions.yml → qualcomm-qcs8550-proxy/tool-versions.yaml} +2 -4
  10. precompiled/{qualcomm-sa8775p/Mask2Former.bin → qualcomm-qcs9075-proxy/Mask2Former_float.bin} +1 -1
  11. precompiled/{qualcomm-qcs8275-proxy/sdk_versions.yml → qualcomm-qcs9075-proxy/tool-versions.yaml} +1 -1
  12. precompiled/qualcomm-sa7255p/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  13. precompiled/{qualcomm-qcs9075-proxy/sdk_versions.yml → qualcomm-sa7255p/tool-versions.yaml} +1 -1
  14. precompiled/{qualcomm-qcs8550-proxy/Mask2Former.bin → qualcomm-sa8255p-proxy/Mask2Former_float.bin} +1 -1
  15. precompiled/qualcomm-sa8255p-proxy/{sdk_versions.yml → tool-versions.yaml} +1 -1
  16. precompiled/qualcomm-sa8295p/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  17. precompiled/qualcomm-sa8295p/{sdk_versions.yml → tool-versions.yaml} +1 -1
  18. precompiled/qualcomm-sa8650p-proxy/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  19. precompiled/qualcomm-sa8650p-proxy/{sdk_versions.yml → tool-versions.yaml} +1 -1
  20. precompiled/{qualcomm-qcs9075-proxy/Mask2Former.bin → qualcomm-sa8775p/Mask2Former_float.bin} +1 -1
  21. precompiled/qualcomm-sa8775p/sdk_versions.yml +0 -3
  22. precompiled/qualcomm-sa8775p/tool-versions.yaml +3 -0
  23. precompiled/qualcomm-snapdragon-8-elite/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  24. precompiled/{qualcomm-snapdragon-8gen2/Mask2Former.onnx.zip → qualcomm-snapdragon-8-elite/Mask2Former_float.onnx.zip} +2 -2
  25. precompiled/{qualcomm-snapdragon-8gen2/sdk_versions.yml → qualcomm-snapdragon-8-elite/tool-versions.yaml} +2 -4
  26. precompiled/qualcomm-snapdragon-8gen2/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  27. precompiled/{qualcomm-snapdragon-8gen3/Mask2Former.onnx.zip → qualcomm-snapdragon-8gen2/Mask2Former_float.onnx.zip} +2 -2
  28. precompiled/{qualcomm-snapdragon-8gen3/sdk_versions.yml → qualcomm-snapdragon-8gen2/tool-versions.yaml} +2 -4
  29. precompiled/qualcomm-snapdragon-8gen3/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  30. precompiled/{qualcomm-snapdragon-x-elite/Mask2Former.onnx.zip → qualcomm-snapdragon-8gen3/Mask2Former_float.onnx.zip} +2 -2
  31. precompiled/{qualcomm-snapdragon-x-elite/sdk_versions.yml → qualcomm-snapdragon-8gen3/tool-versions.yaml} +2 -4
  32. precompiled/qualcomm-snapdragon-x-elite/{Mask2Former.bin → Mask2Former_float.bin} +1 -1
  33. precompiled/qualcomm-snapdragon-x-elite/Mask2Former_float.onnx.zip +3 -0
  34. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +4 -0
README.md CHANGED
@@ -34,23 +34,24 @@ More details on model performance across various devices, can be found
34
 
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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 | 259.31 ms | 2 - 10 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 222.258 ms | 2 - 19 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 139.82 ms | 2 - 4 MB | NPU | Use Export Script |
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- | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 144.17 ms | 2 - 12 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 259.31 ms | 2 - 10 MB | NPU | Use Export Script |
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- | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 140.495 ms | 2 - 4 MB | NPU | Use Export Script |
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- | 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 |
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- | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 144.17 ms | 2 - 12 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 139.968 ms | 2 - 11 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | PRECOMPILED_QNN_ONNX | 218.663 ms | 0 - 114 MB | NPU | Use Export Script |
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- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 93.683 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 | 140.356 ms | 9 - 31 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 79.697 ms | 0 - 14 MB | NPU | Use Export Script |
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- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | PRECOMPILED_QNN_ONNX | 126.384 ms | 7 - 21 MB | NPU | Use Export Script |
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- | 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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  | 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 | 258.833 ms | 2 - 11 MB | NPU | Use Export Script |
38
+ | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 216.934 ms | 2 - 23 MB | NPU | Use Export Script |
39
+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 141.346 ms | 2 - 5 MB | NPU | Use Export Script |
40
+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 140.423 ms | 0 - 114 MB | NPU | Use Export Script |
41
+ | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 144.085 ms | 2 - 12 MB | NPU | Use Export Script |
42
+ | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 258.833 ms | 2 - 11 MB | NPU | Use Export Script |
43
+ | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 140.935 ms | 2 - 4 MB | NPU | Use Export Script |
44
+ | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 189.634 ms | 2 - 17 MB | NPU | Use Export Script |
45
+ | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 140.14 ms | 2 - 5 MB | NPU | Use Export Script |
46
+ | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 144.085 ms | 2 - 12 MB | NPU | Use Export Script |
47
+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 141.345 ms | 2 - 4 MB | NPU | Use Export Script |
48
+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | PRECOMPILED_QNN_ONNX | 140.294 ms | 0 - 113 MB | NPU | Use Export Script |
49
+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 92.755 ms | 2 - 21 MB | NPU | Use Export Script |
50
+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 94.389 ms | 9 - 25 MB | NPU | Use Export Script |
51
+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 67.053 ms | 2 - 16 MB | NPU | Use Export Script |
52
+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | PRECOMPILED_QNN_ONNX | 81.414 ms | 7 - 21 MB | NPU | Use Export Script |
53
+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 141.045 ms | 2 - 2 MB | NPU | Use Export Script |
54
+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 141.847 ms | 111 - 111 MB | NPU | Use Export Script |
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precompiled/qualcomm-qcs8275-proxy/{Mask2Former.bin → Mask2Former_float.bin} RENAMED
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precompiled/{qualcomm-snapdragon-8gen3/sdk_versions.yml → qualcomm-snapdragon-8gen2/tool-versions.yaml} RENAMED
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precompiled/qualcomm-snapdragon-8gen3/{Mask2Former.bin → Mask2Former_float.bin} RENAMED
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precompiled/{qualcomm-snapdragon-x-elite/Mask2Former.onnx.zip → qualcomm-snapdragon-8gen3/Mask2Former_float.onnx.zip} RENAMED
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precompiled/{qualcomm-snapdragon-x-elite/sdk_versions.yml → qualcomm-snapdragon-8gen3/tool-versions.yaml} RENAMED
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precompiled/qualcomm-snapdragon-x-elite/{Mask2Former.bin → Mask2Former_float.bin} RENAMED
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