Hugging Face's logo

qualcomm
/
Mask2Former

Image Segmentation
PyTorch
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
f661ba8
·
verified ·
1 Parent(s): 37f53e5

v0.33.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.33.0 for changelog.

Files changed (31) hide show
  1. README.md +19 -19
  2. precompiled/qualcomm-qcs8275-proxy/Mask2Former.bin +3 -0
  3. precompiled/qualcomm-qcs8275-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-qcs8450-proxy/Mask2Former.bin +3 -0
  5. precompiled/qualcomm-qcs8450-proxy/sdk_versions.yml +3 -0
  6. precompiled/qualcomm-qcs8550-proxy/Mask2Former.bin +3 -0
  7. precompiled/qualcomm-qcs8550-proxy/sdk_versions.yml +3 -0
  8. precompiled/qualcomm-qcs9075-proxy/Mask2Former.bin +3 -0
  9. precompiled/qualcomm-qcs9075-proxy/sdk_versions.yml +3 -0
  10. precompiled/qualcomm-sa7255p/Mask2Former.bin +3 -0
  11. precompiled/qualcomm-sa7255p/sdk_versions.yml +3 -0
  12. precompiled/qualcomm-sa8255p-proxy/Mask2Former.bin +3 -0
  13. precompiled/qualcomm-sa8255p-proxy/sdk_versions.yml +3 -0
  14. precompiled/qualcomm-sa8295p/Mask2Former.bin +3 -0
  15. precompiled/qualcomm-sa8295p/sdk_versions.yml +3 -0
  16. precompiled/qualcomm-sa8650p-proxy/Mask2Former.bin +3 -0
  17. precompiled/qualcomm-sa8650p-proxy/sdk_versions.yml +3 -0
  18. precompiled/qualcomm-sa8775p/Mask2Former.bin +3 -0
  19. precompiled/qualcomm-sa8775p/sdk_versions.yml +3 -0
  20. precompiled/qualcomm-snapdragon-8-elite/Mask2Former.bin +3 -0
  21. precompiled/qualcomm-snapdragon-8-elite/Mask2Former.onnx.zip +3 -0
  22. precompiled/qualcomm-snapdragon-8-elite/sdk_versions.yml +5 -0
  23. precompiled/qualcomm-snapdragon-8gen2/Mask2Former.bin +3 -0
  24. precompiled/qualcomm-snapdragon-8gen2/Mask2Former.onnx.zip +3 -0
  25. precompiled/qualcomm-snapdragon-8gen2/sdk_versions.yml +5 -0
  26. precompiled/qualcomm-snapdragon-8gen3/Mask2Former.bin +3 -0
  27. precompiled/qualcomm-snapdragon-8gen3/Mask2Former.onnx.zip +3 -0
  28. precompiled/qualcomm-snapdragon-8gen3/sdk_versions.yml +5 -0
  29. precompiled/qualcomm-snapdragon-x-elite/Mask2Former.bin +3 -0
  30. precompiled/qualcomm-snapdragon-x-elite/Mask2Former.onnx.zip +3 -0
  31. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
README.md CHANGED
@@ -33,23 +33,23 @@ More details on model performance across various devices, can be found
33
 
34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
- | Mask2Former | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 378.146 ms | 2 - 10 MB | NPU | Use Export Script |
37
- | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 352.578 ms | 2 - 22 MB | NPU | Use Export Script |
38
- | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 218.448 ms | 2 - 5 MB | NPU | Use Export Script |
39
- | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 224.045 ms | 3 - 12 MB | NPU | Use Export Script |
40
- | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 378.146 ms | 2 - 10 MB | NPU | Use Export Script |
41
- | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 217.666 ms | 2 - 4 MB | NPU | Use Export Script |
42
- | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 286.528 ms | 2 - 18 MB | NPU | Use Export Script |
43
- | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 216.904 ms | 2 - 5 MB | NPU | Use Export Script |
44
- | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 224.045 ms | 3 - 12 MB | NPU | Use Export Script |
45
- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 216.853 ms | 2 - 4 MB | NPU | Use Export Script |
46
- | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | PRECOMPILED_QNN_ONNX | 219.482 ms | 0 - 112 MB | NPU | Use Export Script |
47
- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 139.643 ms | 2 - 22 MB | NPU | Use Export Script |
48
- | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 140.598 ms | 9 - 23 MB | NPU | Use Export Script |
49
- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 125.131 ms | 2 - 16 MB | NPU | Use Export Script |
50
- | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | PRECOMPILED_QNN_ONNX | 105.317 ms | 9 - 22 MB | NPU | Use Export Script |
51
- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 224.747 ms | 2 - 2 MB | NPU | Use Export Script |
52
- | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 224.607 ms | 108 - 108 MB | NPU | Use Export Script |
53
 
54
 
55
 
@@ -113,8 +113,8 @@ Profiling Results
113
  Mask2Former
114
  Device : cs_8275 (ANDROID 14)
115
  Runtime : QNN_CONTEXT_BINARY
116
- Estimated inference time (ms) : 378.1
117
- Estimated peak memory usage (MB): [2, 10]
118
  Total # Ops : 1947
119
  Compute Unit(s) : npu (1947 ops) gpu (0 ops) cpu (0 ops)
120
  ```
 
33
 
34
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
35
  |---|---|---|---|---|---|---|---|---|
36
+ | Mask2Former | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 378.705 ms | 2 - 11 MB | NPU | Use Export Script |
37
+ | Mask2Former | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 352.608 ms | 2 - 18 MB | NPU | Use Export Script |
38
+ | Mask2Former | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 215.63 ms | 2 - 5 MB | NPU | Use Export Script |
39
+ | Mask2Former | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 224.11 ms | 2 - 12 MB | NPU | Use Export Script |
40
+ | Mask2Former | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 378.705 ms | 2 - 11 MB | NPU | Use Export Script |
41
+ | Mask2Former | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 217.445 ms | 2 - 4 MB | NPU | Use Export Script |
42
+ | Mask2Former | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 286.527 ms | 2 - 18 MB | NPU | Use Export Script |
43
+ | Mask2Former | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 217.55 ms | 2 - 4 MB | NPU | Use Export Script |
44
+ | Mask2Former | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 224.11 ms | 2 - 12 MB | NPU | Use Export Script |
45
+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_CONTEXT_BINARY | 216.916 ms | 2 - 4 MB | NPU | Use Export Script |
46
+ | Mask2Former | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | PRECOMPILED_QNN_ONNX | 217.447 ms | 13 - 16 MB | NPU | Use Export Script |
47
+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 139.435 ms | 2 - 22 MB | NPU | Use Export Script |
48
+ | Mask2Former | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 140.413 ms | 9 - 24 MB | NPU | Use Export Script |
49
+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_CONTEXT_BINARY | 104.148 ms | 2 - 16 MB | NPU | Use Export Script |
50
+ | Mask2Former | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | PRECOMPILED_QNN_ONNX | 126.653 ms | 8 - 22 MB | NPU | Use Export Script |
51
+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 223.948 ms | 2 - 2 MB | NPU | Use Export Script |
52
+ | Mask2Former | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 224.631 ms | 108 - 108 MB | NPU | Use Export Script |
53
 
54
 
55
 
 
113
  Mask2Former
114
  Device : cs_8275 (ANDROID 14)
115
  Runtime : QNN_CONTEXT_BINARY
116
+ Estimated inference time (ms) : 378.7
117
+ Estimated peak memory usage (MB): [2, 11]
118
  Total # Ops : 1947
119
  Compute Unit(s) : npu (1947 ops) gpu (0 ops) cpu (0 ops)
120
  ```
precompiled/qualcomm-qcs8275-proxy/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:816ee0938ada80b6d7a5063617b8b7f70d782c24f1872b754ab482e25c304e10
3
+ size 113907904
precompiled/qualcomm-qcs8275-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-qcs8450-proxy/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5d49cacda86f3f7b1f9138a38d01b1078538c56c86ff0bb24f2a9d9de5617427
3
+ size 115079288
precompiled/qualcomm-qcs8450-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-qcs8550-proxy/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:367df55fd8c1d55927f8bdac6b57eadf0eacb8f9e474dfd1238b0f5cc85fc492
3
+ size 113883256
precompiled/qualcomm-qcs8550-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-qcs9075-proxy/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1c462872522464df6a60a6dd63ce76b9c5c4d97dc54d106fe29c17a96dfb74e7
3
+ size 113920128
precompiled/qualcomm-qcs9075-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-sa7255p/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:816ee0938ada80b6d7a5063617b8b7f70d782c24f1872b754ab482e25c304e10
3
+ size 113907904
precompiled/qualcomm-sa7255p/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-sa8255p-proxy/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7dfa8651b5e7c2b6839587989aa3222bd49476778e354b710a4eeaf9dc7f9e55
3
+ size 113862776
precompiled/qualcomm-sa8255p-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-sa8295p/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:190559f67c316838c9bf01b475a87f974112dded22fffcc50462b9d3b3f89338
3
+ size 114935936
precompiled/qualcomm-sa8295p/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-sa8650p-proxy/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a3a2450eaa5acbad08b59beb8d18b46cf3eacd2e392e145346b8e65ddbce1e93
3
+ size 113850488
precompiled/qualcomm-sa8650p-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-sa8775p/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1c462872522464df6a60a6dd63ce76b9c5c4d97dc54d106fe29c17a96dfb74e7
3
+ size 113920128
precompiled/qualcomm-sa8775p/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-snapdragon-8-elite/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fb202cc00cfb8703aa65283f4fd9af568c7867569f35fa65e075f5cff8bcebae
3
+ size 111593592
precompiled/qualcomm-snapdragon-8-elite/Mask2Former.onnx.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4b34f652d19a4fda4c002034fce167f6d8ac15559edabf8f68de0af24a4af62f
3
+ size 92888659
precompiled/qualcomm-snapdragon-8-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956
precompiled/qualcomm-snapdragon-8gen2/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:584880e41fb31be2bd8e39c5c133ef5db471ef391c36a663b982973b70d039a6
3
+ size 113866872
precompiled/qualcomm-snapdragon-8gen2/Mask2Former.onnx.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:209808a4390e616989c7d26ee836a17ae1816a40fd75a48a8b87fdd48266e0ac
3
+ size 93913958
precompiled/qualcomm-snapdragon-8gen2/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956
precompiled/qualcomm-snapdragon-8gen3/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad70e3ceed08a8e8eb42275224c0840b1880cc1ab3530a4894ab890aeaa6761f
3
+ size 113891448
precompiled/qualcomm-snapdragon-8gen3/Mask2Former.onnx.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a08baf4ad2b36edb8c5b7621d5333525645031eb5b846e7d10e42614cf01e332
3
+ size 93908255
precompiled/qualcomm-snapdragon-8gen3/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956
precompiled/qualcomm-snapdragon-x-elite/Mask2Former.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ca91d27f4b63e5472fffdb273f21bdb8712c2862677399d76c06d84c4bdbdd25
3
+ size 113838200
precompiled/qualcomm-snapdragon-x-elite/Mask2Former.onnx.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0995e2009d86b3f5e748452c3b32be45787ffb1bfe1ed08640a12bf63899cd5d
3
+ size 93884107
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956