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Beit

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v0.53.0

Browse files

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

Files changed (2) hide show
  1. README.md +73 -56
  2. release_assets.json +7 -7
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | 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/beit/releases/v0.52.0/beit-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/beit/releases/v0.52.0/beit-onnx-w8a16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.52.0/beit-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/beit/releases/v0.52.0/beit-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/beit/releases/v0.52.0/beit-tflite-float.zip)
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37
  For more device-specific assets and performance metrics, visit **[Beit on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/beit)**.
38
 
@@ -61,57 +61,74 @@ See our repository for [Beit on GitHub](https://github.com/qualcomm/ai-hub-model
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  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.603 ms | 0 - 493 MB | NPU
65
- | Beit | ONNX | float | Snapdragon® X2 Elite | 6.192 ms | 185 - 185 MB | NPU
66
- | Beit | ONNX | float | Snapdragon® X Elite | 15.501 ms | 184 - 184 MB | NPU
67
- | Beit | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.279 ms | 1 - 576 MB | NPU
68
- | Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.796 ms | 0 - 195 MB | NPU
69
- | Beit | ONNX | float | Qualcomm® QCS9075 | 18.639 ms | 0 - 4 MB | NPU
70
- | Beit | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.104 ms | 1 - 509 MB | NPU
71
- | Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.467 ms | 0 - 417 MB | NPU
72
- | Beit | ONNX | w8a16 | Snapdragon® X2 Elite | 4.793 ms | 102 - 102 MB | NPU
73
- | Beit | ONNX | w8a16 | Snapdragon® X Elite | 12.345 ms | 102 - 102 MB | NPU
74
- | Beit | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 7.861 ms | 0 - 560 MB | NPU
75
- | Beit | ONNX | w8a16 | Qualcomm® QCS6490 | 1105.992 ms | 50 - 70 MB | CPU
76
- | Beit | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 11.616 ms | 0 - 6 MB | NPU
77
- | Beit | ONNX | w8a16 | Qualcomm® QCS9075 | 13.394 ms | 0 - 3 MB | NPU
78
- | Beit | ONNX | w8a16 | Qualcomm® QCM6690 | 602.324 ms | 82 - 94 MB | CPU
79
- | Beit | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 6.464 ms | 0 - 411 MB | NPU
80
- | Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 588.011 ms | 74 - 87 MB | CPU
81
- | Beit | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.614 ms | 0 - 358 MB | NPU
82
- | Beit | QNN_DLC | float | Snapdragon® X2 Elite | 7.755 ms | 1 - 1 MB | NPU
83
- | Beit | QNN_DLC | float | Snapdragon® X Elite | 15.199 ms | 1 - 1 MB | NPU
84
- | Beit | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.895 ms | 0 - 516 MB | NPU
85
- | Beit | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 47.004 ms | 1 - 358 MB | NPU
86
- | Beit | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 14.549 ms | 1 - 2 MB | NPU
87
- | Beit | QNN_DLC | float | Qualcomm® SA8775P | 17.359 ms | 1 - 359 MB | NPU
88
- | Beit | QNN_DLC | float | Qualcomm® QCS9075 | 18.607 ms | 1 - 3 MB | NPU
89
- | Beit | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 25.429 ms | 0 - 502 MB | NPU
90
- | Beit | QNN_DLC | float | Qualcomm® SA7255P | 47.004 ms | 1 - 358 MB | NPU
91
- | Beit | QNN_DLC | float | Qualcomm® SA8295P | 19.43 ms | 1 - 357 MB | NPU
92
- | Beit | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.277 ms | 0 - 357 MB | NPU
93
- | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.969 ms | 0 - 444 MB | NPU
94
- | Beit | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 4.618 ms | 0 - 0 MB | NPU
95
- | Beit | QNN_DLC | w8a16 | Snapdragon® X Elite | 10.327 ms | 0 - 0 MB | NPU
96
- | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.442 ms | 0 - 484 MB | NPU
97
- | Beit | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 19.596 ms | 0 - 415 MB | NPU
98
- | Beit | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 9.68 ms | 0 - 2 MB | NPU
99
- | Beit | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.937 ms | 0 - 415 MB | NPU
100
- | Beit | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 11.327 ms | 0 - 2 MB | NPU
101
- | Beit | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 84.032 ms | 0 - 485 MB | NPU
102
- | Beit | QNN_DLC | w8a16 | Qualcomm® SA7255P | 19.596 ms | 0 - 415 MB | NPU
103
- | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.716 ms | 0 - 391 MB | NPU
104
- | Beit | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 11.478 ms | 0 - 447 MB | NPU
105
- | Beit | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.764 ms | 0 - 310 MB | NPU
106
- | Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 6.518 ms | 0 - 418 MB | NPU
107
- | Beit | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.72 ms | 0 - 314 MB | NPU
108
- | Beit | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 9.121 ms | 0 - 3 MB | NPU
109
- | Beit | TFLITE | float | Qualcomm® SA8775P | 12.024 ms | 0 - 314 MB | NPU
110
- | Beit | TFLITE | float | Qualcomm® QCS9075 | 12.287 ms | 0 - 187 MB | NPU
111
- | Beit | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 18.67 ms | 0 - 378 MB | NPU
112
- | Beit | TFLITE | float | Qualcomm® SA7255P | 37.72 ms | 0 - 314 MB | NPU
113
- | Beit | TFLITE | float | Qualcomm® SA8295P | 14.923 ms | 0 - 292 MB | NPU
114
- | Beit | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.519 ms | 0 - 320 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
115
 
116
  ## License
117
  * The license for the original implementation of Beit can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/beit/releases/v0.53.0/beit-onnx-float.zip)
32
+ | 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/beit/releases/v0.53.0/beit-onnx-w8a16.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.53.0/beit-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/beit/releases/v0.53.0/beit-qnn_dlc-w8a16.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.53.0/beit-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[Beit on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/beit)**.
38
 
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | Beit | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.254 ms | 1 - 464 MB | NPU
65
+ | Beit | ONNX | float | Snapdragon® 8 Elite Mobile | 8.594 ms | 1 - 465 MB | NPU
66
+ | Beit | ONNX | float | Snapdragon® X2 Elite | 7.425 ms | 184 - 184 MB | NPU
67
+ | Beit | ONNX | float | Snapdragon® X Elite | 15.337 ms | 183 - 183 MB | NPU
68
+ | Beit | ONNX | float | Snapdragon® X Elite | 15.337 ms | 183 - 183 MB | NPU
69
+ | Beit | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 10.575 ms | 0 - 505 MB | NPU
70
+ | Beit | ONNX | float | Qualcomm® QCS8550 (Proxy) | 14.622 ms | 0 - 201 MB | NPU
71
+ | Beit | ONNX | float | Qualcomm® QCS9075 | 18.108 ms | 0 - 4 MB | NPU
72
+ | Beit | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.594 ms | 1 - 465 MB | NPU
73
+ | Beit | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.588 ms | 0 - 282 MB | NPU
74
+ | Beit | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 5.67 ms | 0 - 385 MB | NPU
75
+ | Beit | ONNX | w8a16 | Snapdragon® X2 Elite | 3.877 ms | 101 - 101 MB | NPU
76
+ | Beit | ONNX | w8a16 | Snapdragon® X Elite | 10.398 ms | 102 - 102 MB | NPU
77
+ | Beit | ONNX | w8a16 | Snapdragon® X Elite | 10.398 ms | 102 - 102 MB | NPU
78
+ | Beit | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.685 ms | 0 - 394 MB | NPU
79
+ | Beit | ONNX | w8a16 | Qualcomm® QCS6490 | 1066.557 ms | 50 - 69 MB | CPU
80
+ | Beit | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 9.652 ms | 0 - 117 MB | NPU
81
+ | Beit | ONNX | w8a16 | Qualcomm® QCS9075 | 10.837 ms | 0 - 3 MB | NPU
82
+ | Beit | ONNX | w8a16 | Qualcomm® QCM6690 | 605.466 ms | 77 - 89 MB | CPU
83
+ | Beit | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.67 ms | 0 - 385 MB | NPU
84
+ | Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 581.89 ms | 75 - 90 MB | CPU
85
+ | Beit | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 581.89 ms | 75 - 90 MB | CPU
86
+ | Beit | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.161 ms | 0 - 323 MB | NPU
87
+ | Beit | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 8.532 ms | 0 - 325 MB | NPU
88
+ | Beit | QNN_DLC | float | Snapdragon® X2 Elite | 7.819 ms | 1 - 1 MB | NPU
89
+ | Beit | QNN_DLC | float | Snapdragon® X Elite | 15.18 ms | 1 - 1 MB | NPU
90
+ | Beit | QNN_DLC | float | Snapdragon® X Elite | 15.18 ms | 1 - 1 MB | NPU
91
+ | Beit | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 10.454 ms | 0 - 410 MB | NPU
92
+ | Beit | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 47.997 ms | 1 - 320 MB | NPU
93
+ | Beit | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 14.433 ms | 1 - 2 MB | NPU
94
+ | Beit | QNN_DLC | float | Qualcomm® SA8775P | 17.164 ms | 1 - 319 MB | NPU
95
+ | Beit | QNN_DLC | float | Qualcomm® SA8775P | 17.164 ms | 1 - 319 MB | NPU
96
+ | Beit | QNN_DLC | float | Qualcomm® SA8775P | 17.164 ms | 1 - 319 MB | NPU
97
+ | Beit | QNN_DLC | float | Qualcomm® QCS9075 | 18.51 ms | 1 - 3 MB | NPU
98
+ | Beit | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 16.989 ms | 0 - 422 MB | NPU
99
+ | Beit | QNN_DLC | float | Qualcomm® SA7255P | 47.997 ms | 1 - 320 MB | NPU
100
+ | Beit | QNN_DLC | float | Qualcomm® SA8295P | 14.581 ms | 1 - 327 MB | NPU
101
+ | Beit | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.532 ms | 0 - 325 MB | NPU
102
+ | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.731 ms | 0 - 276 MB | NPU
103
+ | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 4.039 ms | 0 - 369 MB | NPU
104
+ | Beit | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 3.432 ms | 0 - 0 MB | NPU
105
+ | Beit | QNN_DLC | w8a16 | Snapdragon® X Elite | 7.705 ms | 0 - 0 MB | NPU
106
+ | Beit | QNN_DLC | w8a16 | Snapdragon® X Elite | 7.705 ms | 0 - 0 MB | NPU
107
+ | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.762 ms | 0 - 445 MB | NPU
108
+ | Beit | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 15.936 ms | 0 - 381 MB | NPU
109
+ | Beit | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.154 ms | 0 - 2 MB | NPU
110
+ | Beit | QNN_DLC | w8a16 | Qualcomm® SA8775P | 7.352 ms | 0 - 381 MB | NPU
111
+ | Beit | QNN_DLC | w8a16 | Qualcomm® SA8775P | 7.352 ms | 0 - 381 MB | NPU
112
+ | Beit | QNN_DLC | w8a16 | Qualcomm® SA8775P | 7.352 ms | 0 - 381 MB | NPU
113
+ | Beit | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 7.939 ms | 2 - 4 MB | NPU
114
+ | Beit | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 64.501 ms | 0 - 439 MB | NPU
115
+ | Beit | QNN_DLC | w8a16 | Qualcomm® SA7255P | 15.936 ms | 0 - 381 MB | NPU
116
+ | Beit | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 4.039 ms | 0 - 369 MB | NPU
117
+ | Beit | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.611 ms | 0 - 409 MB | NPU
118
+ | Beit | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 8.611 ms | 0 - 409 MB | NPU
119
+ | Beit | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.16 ms | 0 - 308 MB | NPU
120
+ | Beit | TFLITE | float | Snapdragon® 8 Elite Mobile | 8.596 ms | 0 - 311 MB | NPU
121
+ | Beit | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 10.479 ms | 0 - 397 MB | NPU
122
+ | Beit | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 48.036 ms | 0 - 301 MB | NPU
123
+ | Beit | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 14.092 ms | 0 - 2 MB | NPU
124
+ | Beit | TFLITE | float | Qualcomm® SA8775P | 17.166 ms | 0 - 300 MB | NPU
125
+ | Beit | TFLITE | float | Qualcomm® SA8775P | 17.166 ms | 0 - 300 MB | NPU
126
+ | Beit | TFLITE | float | Qualcomm® SA8775P | 17.166 ms | 0 - 300 MB | NPU
127
+ | Beit | TFLITE | float | Qualcomm® QCS9075 | 18.616 ms | 0 - 186 MB | NPU
128
+ | Beit | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 17.579 ms | 0 - 370 MB | NPU
129
+ | Beit | TFLITE | float | Qualcomm® SA7255P | 48.036 ms | 0 - 301 MB | NPU
130
+ | Beit | TFLITE | float | Qualcomm® SA8295P | 15.34 ms | 0 - 294 MB | NPU
131
+ | Beit | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 8.596 ms | 0 - 311 MB | NPU
132
 
133
  ## License
134
  * The license for the original implementation of Beit can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.52.0",
3
  "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/beit/releases/v0.52.0/beit-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/beit/releases/v0.52.0/beit-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/beit/releases/v0.52.0/beit-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -31,14 +31,14 @@
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/beit/releases/v0.52.0/beit-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/beit/releases/v0.52.0/beit-onnx-w8a16.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/beit/releases/v0.53.0/beit-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/beit/releases/v0.53.0/beit-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/beit/releases/v0.53.0/beit-onnx-float.zip"
25
  }
26
  }
27
  },
 
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/beit/releases/v0.53.0/beit-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/beit/releases/v0.53.0/beit-onnx-w8a16.zip"
42
  }
43
  }
44
  }