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SwinV2-Base

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android
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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +46 -54
  2. release_assets.json +11 -25
README.md CHANGED
@@ -29,11 +29,9 @@ Below are pre-exported model assets ready for deployment.
29
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-onnx-w8a16.zip)
34
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-qnn_dlc-w8a16.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-tflite-float.zip)
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38
  For more device-specific assets and performance metrics, visit **[SwinV2-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swinv2_base)**.
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@@ -63,55 +61,49 @@ See our repository for [SwinV2-Base on GitHub](https://github.com/qualcomm/ai-hu
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  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | SwinV2-Base | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.733 ms | 1 - 1020 MB | NPU
67
- | SwinV2-Base | ONNX | float | Snapdragon® X2 Elite | 12.544 ms | 179 - 179 MB | NPU
68
- | SwinV2-Base | ONNX | float | Snapdragon® X Elite | 32.734 ms | 178 - 178 MB | NPU
69
- | SwinV2-Base | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 21.746 ms | 0 - 2329 MB | NPU
70
- | SwinV2-Base | ONNX | float | Qualcomm® QCS8550 (Proxy) | 31.491 ms | 0 - 196 MB | NPU
71
- | SwinV2-Base | ONNX | float | Qualcomm® QCS9075 | 38.785 ms | 0 - 4 MB | NPU
72
- | SwinV2-Base | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.303 ms | 0 - 1012 MB | NPU
73
- | SwinV2-Base | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.395 ms | 0 - 1005 MB | NPU
74
- | SwinV2-Base | ONNX | w8a16 | Snapdragon® X2 Elite | 12.122 ms | 97 - 97 MB | NPU
75
- | SwinV2-Base | ONNX | w8a16 | Snapdragon® X Elite | 31.018 ms | 97 - 97 MB | NPU
76
- | SwinV2-Base | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.319 ms | 0 - 1295 MB | NPU
77
- | SwinV2-Base | ONNX | w8a16 | Qualcomm® QCS6490 | 1306.327 ms | 62 - 91 MB | CPU
78
- | SwinV2-Base | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.734 ms | 0 - 102 MB | NPU
79
- | SwinV2-Base | ONNX | w8a16 | Qualcomm® QCS9075 | 34.846 ms | 0 - 3 MB | NPU
80
- | SwinV2-Base | ONNX | w8a16 | Qualcomm® QCM6690 | 713.751 ms | 80 - 101 MB | CPU
81
- | SwinV2-Base | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.665 ms | 0 - 866 MB | NPU
82
- | SwinV2-Base | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 662.899 ms | 156 - 178 MB | CPU
83
- | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.59 ms | 0 - 427 MB | NPU
84
- | SwinV2-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.197 ms | 1 - 1 MB | NPU
85
- | SwinV2-Base | QNN_DLC | float | Snapdragon® X Elite | 29.749 ms | 1 - 1 MB | NPU
86
- | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.88 ms | 0 - 551 MB | NPU
87
- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 73.917 ms | 1 - 394 MB | NPU
88
- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 28.455 ms | 1 - 3 MB | NPU
89
- | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8775P | 31.978 ms | 1 - 393 MB | NPU
90
- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS9075 | 37.654 ms | 1 - 3 MB | NPU
91
- | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 44.208 ms | 0 - 537 MB | NPU
92
- | SwinV2-Base | QNN_DLC | float | Qualcomm® SA7255P | 73.917 ms | 1 - 394 MB | NPU
93
- | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8295P | 38.326 ms | 1 - 384 MB | NPU
94
- | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.073 ms | 1 - 397 MB | NPU
95
- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.387 ms | 0 - 942 MB | NPU
96
- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 12.363 ms | 0 - 0 MB | NPU
97
- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.302 ms | 0 - 0 MB | NPU
98
- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 20.032 ms | 0 - 622 MB | NPU
99
- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 53.198 ms | 0 - 933 MB | NPU
100
- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 29.381 ms | 0 - 3 MB | NPU
101
- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 29.919 ms | 0 - 916 MB | NPU
102
- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 35.16 ms | 0 - 2 MB | NPU
103
- | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 53.198 ms | 0 - 933 MB | NPU
104
- | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 15.111 ms | 0 - 886 MB | NPU
105
- | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.961 ms | 0 - 969 MB | NPU
106
- | SwinV2-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 21.923 ms | 0 - 655 MB | NPU
107
- | SwinV2-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 75.284 ms | 0 - 902 MB | NPU
108
- | SwinV2-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 32.027 ms | 0 - 3 MB | NPU
109
- | SwinV2-Base | TFLITE | float | Qualcomm® SA8775P | 35.296 ms | 0 - 847 MB | NPU
110
- | SwinV2-Base | TFLITE | float | Qualcomm® QCS9075 | 39.731 ms | 0 - 180 MB | NPU
111
- | SwinV2-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 46.679 ms | 0 - 647 MB | NPU
112
- | SwinV2-Base | TFLITE | float | Qualcomm® SA7255P | 75.284 ms | 0 - 902 MB | NPU
113
- | SwinV2-Base | TFLITE | float | Qualcomm® SA8295P | 43.86 ms | 0 - 474 MB | NPU
114
- | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.94 ms | 0 - 904 MB | NPU
115
 
116
  ## License
117
  * The license for the original implementation of SwinV2-Base can be found
 
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.53.0/swinv2_base-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.53.0/swinv2_base-qnn_dlc-w8a16.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.53.0/swinv2_base-tflite-float.zip)
 
 
35
 
36
  For more device-specific assets and performance metrics, visit **[SwinV2-Base on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/swinv2_base)**.
37
 
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.399 ms | 0 - 422 MB | NPU
65
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 14.651 ms | 1 - 393 MB | NPU
66
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® X2 Elite | 12.415 ms | 1 - 1 MB | NPU
67
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® X Elite | 28.884 ms | 1 - 1 MB | NPU
68
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® X Elite | 28.884 ms | 1 - 1 MB | NPU
69
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 19.608 ms | 0 - 546 MB | NPU
70
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 73.927 ms | 1 - 393 MB | NPU
71
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 27.777 ms | 1 - 3 MB | NPU
72
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8775P | 31.56 ms | 1 - 388 MB | NPU
73
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8775P | 31.56 ms | 1 - 388 MB | NPU
74
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8775P | 31.56 ms | 1 - 388 MB | NPU
75
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS9075 | 36.728 ms | 3 - 5 MB | NPU
76
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 41.418 ms | 0 - 533 MB | NPU
77
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA7255P | 73.927 ms | 1 - 393 MB | NPU
78
+ | SwinV2-Base | QNN_DLC | float | Qualcomm® SA8295P | 37.911 ms | 1 - 378 MB | NPU
79
+ | SwinV2-Base | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.651 ms | 1 - 393 MB | NPU
80
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 11.408 ms | 0 - 941 MB | NPU
81
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 14.735 ms | 0 - 909 MB | NPU
82
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 12.152 ms | 0 - 0 MB | NPU
83
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 30.736 ms | 0 - 0 MB | NPU
84
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® X Elite | 30.736 ms | 0 - 0 MB | NPU
85
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 19.636 ms | 0 - 2031 MB | NPU
86
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 52.657 ms | 0 - 486 MB | NPU
87
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 28.97 ms | 0 - 2 MB | NPU
88
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 29.654 ms | 0 - 905 MB | NPU
89
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 29.654 ms | 0 - 905 MB | NPU
90
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA8775P | 29.654 ms | 0 - 905 MB | NPU
91
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 34.3 ms | 0 - 2 MB | NPU
92
+ | SwinV2-Base | QNN_DLC | w8a16 | Qualcomm® SA7255P | 52.657 ms | 0 - 486 MB | NPU
93
+ | SwinV2-Base | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 14.735 ms | 0 - 909 MB | NPU
94
+ | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.338 ms | 0 - 930 MB | NPU
95
+ | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite Mobile | 14.958 ms | 0 - 901 MB | NPU
96
+ | SwinV2-Base | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 20.027 ms | 0 - 2178 MB | NPU
97
+ | SwinV2-Base | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 71.111 ms | 0 - 884 MB | NPU
98
+ | SwinV2-Base | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 29.487 ms | 0 - 5 MB | NPU
99
+ | SwinV2-Base | TFLITE | float | Qualcomm® SA8775P | 32.53 ms | 0 - 879 MB | NPU
100
+ | SwinV2-Base | TFLITE | float | Qualcomm® SA8775P | 32.53 ms | 0 - 879 MB | NPU
101
+ | SwinV2-Base | TFLITE | float | Qualcomm® SA8775P | 32.53 ms | 0 - 879 MB | NPU
102
+ | SwinV2-Base | TFLITE | float | Qualcomm® QCS9075 | 36.579 ms | 0 - 180 MB | NPU
103
+ | SwinV2-Base | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 42.631 ms | 0 - 676 MB | NPU
104
+ | SwinV2-Base | TFLITE | float | Qualcomm® SA7255P | 71.111 ms | 0 - 884 MB | NPU
105
+ | SwinV2-Base | TFLITE | float | Qualcomm® SA8295P | 40.646 ms | 0 - 875 MB | NPU
106
+ | SwinV2-Base | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 14.958 ms | 0 - 901 MB | NPU
 
 
 
 
 
 
107
 
108
  ## License
109
  * The license for the original implementation of SwinV2-Base can be found
release_assets.json CHANGED
@@ -1,44 +1,30 @@
1
  {
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- "version": "0.52.0",
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  "precisions": {
4
- "float": {
5
  "universal_assets": {
6
- "tflite": {
7
- "tool_versions": {
8
- "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
- },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-tflite-float.zip"
12
- },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-qnn_dlc-float.zip"
18
- },
19
- "onnx": {
20
- "tool_versions": {
21
- "qairt": "2.42.0.251225135753_193295",
22
- "onnx_runtime": "1.24.3"
23
- },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-onnx-float.zip"
25
  }
26
  }
27
  },
28
- "w8a16": {
29
  "universal_assets": {
30
- "qnn_dlc": {
31
  "tool_versions": {
32
- "qairt": "2.45.0.260326154327"
 
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-qnn_dlc-w8a16.zip"
35
  },
36
- "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
- "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.52.0/swinv2_base-onnx-w8a16.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
+ "w8a16": {
5
  "universal_assets": {
 
 
 
 
 
 
 
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.53.0/swinv2_base-qnn_dlc-w8a16.zip"
 
 
 
 
 
 
 
11
  }
12
  }
13
  },
14
+ "float": {
15
  "universal_assets": {
16
+ "tflite": {
17
  "tool_versions": {
18
+ "qairt": "2.45.0.260326154327",
19
+ "litert": "1.4.3"
20
  },
21
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.53.0/swinv2_base-tflite-float.zip"
22
  },
23
+ "qnn_dlc": {
24
  "tool_versions": {
25
+ "qairt": "2.45.0.260326154327"
 
26
  },
27
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/swinv2_base/releases/v0.53.0/swinv2_base-qnn_dlc-float.zip"
28
  }
29
  }
30
  }