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SalsaNext

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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +67 -41
  2. release_assets.json +23 -6
README.md CHANGED
@@ -27,9 +27,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.55.0/salsanext-onnx-float.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/salsanext/releases/v0.55.0/salsanext-qnn_dlc-float.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/salsanext/releases/v0.55.0/salsanext-tflite-float.zip)
 
 
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  For more device-specific assets and performance metrics, visit **[SalsaNext on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/salsanext)**.
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@@ -58,44 +60,68 @@ See our repository for [SalsaNext on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
61
- | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 15.634 ms | 24 - 215 MB | NPU
62
- | SalsaNext | ONNX | float | Snapdragon® X2 Elite | 14.887 ms | 210 - 210 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.382 ms | 157 - 157 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.806 ms | 25 - 292 MB | NPU
65
- | SalsaNext | ONNX | float | Qualcomm® QCS8550 (Proxy) | 34.185 ms | 0 - 44 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.437 ms | 24 - 211 MB | NPU
67
- | SalsaNext | ONNX | float | Qualcomm® QCS9075 | 39.954 ms | 26 - 72 MB | NPU
68
- | SalsaNext | ONNX | float | Qualcomm® QCS8750 | 18.437 ms | 24 - 211 MB | NPU
69
- | SalsaNext | ONNX | float | Qualcomm® QCS7181 | 32.382 ms | 157 - 157 MB | NPU
70
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.206 ms | 3 - 291 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.8 ms | 3 - 3 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 32.078 ms | 3 - 3 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.313 ms | 0 - 330 MB | NPU
74
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8275 | 118.614 ms | 2 - 248 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 33.136 ms | 3 - 4 MB | NPU
76
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8775P | 39.296 ms | 1 - 247 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® SA8650P | 39.296 ms | 1 - 247 MB | NPU
78
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8255P | 39.296 ms | 1 - 247 MB | NPU
79
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 65.454 ms | 2 - 347 MB | NPU
80
- | SalsaNext | QNN_DLC | float | Qualcomm® SA7255P | 118.614 ms | 2 - 248 MB | NPU
81
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8295P | 51.612 ms | 0 - 259 MB | NPU
82
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.577 ms | 0 - 265 MB | NPU
83
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS9075 | 37.085 ms | 3 - 17 MB | NPU
84
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8750 | 18.577 ms | 0 - 265 MB | NPU
85
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS7181 | 32.078 ms | 3 - 3 MB | NPU
86
- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.216 ms | 10 - 300 MB | NPU
87
- | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.478 ms | 9 - 345 MB | NPU
88
- | SalsaNext | TFLITE | float | Qualcomm® QCS8275 | 119.479 ms | 10 - 257 MB | NPU
89
- | SalsaNext | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 34.016 ms | 10 - 29 MB | NPU
90
- | SalsaNext | TFLITE | float | Qualcomm® SA8775P | 39.355 ms | 10 - 257 MB | NPU
91
- | SalsaNext | TFLITE | float | Qualcomm® SA8650P | 39.355 ms | 10 - 257 MB | NPU
92
- | SalsaNext | TFLITE | float | Qualcomm® SA8255P | 39.355 ms | 10 - 257 MB | NPU
93
- | SalsaNext | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 70.899 ms | 10 - 362 MB | NPU
94
- | SalsaNext | TFLITE | float | Qualcomm® SA7255P | 119.479 ms | 10 - 257 MB | NPU
95
- | SalsaNext | TFLITE | float | Qualcomm® SA8295P | 51.686 ms | 10 - 271 MB | NPU
96
- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.41 ms | 9 - 274 MB | NPU
97
- | SalsaNext | TFLITE | float | Qualcomm® QCS9075 | 37.268 ms | 10 - 39 MB | NPU
98
- | SalsaNext | TFLITE | float | Qualcomm® QCS8750 | 18.41 ms | 9 - 274 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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100
  ## License
101
  * The license for the original implementation of SalsaNext can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-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/salsanext/releases/v0.56.0/salsanext-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/salsanext/releases/v0.56.0/salsanext-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/salsanext/releases/v0.56.0/salsanext-tflite-float.zip)
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36
  For more device-specific assets and performance metrics, visit **[SalsaNext on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/salsanext)**.
37
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | SalsaNext | ONNX | float | Snapdragon® X2 Elite | 13.787 ms | 210 - 210 MB | NPU
64
+ | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.372 ms | 147 - 147 MB | NPU
65
+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.895 ms | 27 - 350 MB | NPU
66
+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 66.246 ms | 24 - 362 MB | NPU
67
+ | SalsaNext | ONNX | float | Qualcomm® QCS8550 (Proxy) | 34.124 ms | 13 - 42 MB | NPU
68
+ | SalsaNext | ONNX | float | Qualcomm® QCS8450 | 66.246 ms | 24 - 362 MB | NPU
69
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Mobile | 19.076 ms | 23 - 294 MB | NPU
70
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.533 ms | 23 - 313 MB | NPU
71
+ | SalsaNext | ONNX | float | Qualcomm® QCS9075 | 37.818 ms | 23 - 68 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® QCS8750 | 19.076 ms | 23 - 294 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® QCS7181 | 32.372 ms | 147 - 147 MB | NPU
74
+ | SalsaNext | ONNX | w8a16 | Snapdragon® X2 Elite | 16.632 ms | 212 - 212 MB | NPU
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+ | SalsaNext | ONNX | w8a16 | Snapdragon® X Elite | 33.555 ms | 148 - 148 MB | NPU
76
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 27.069 ms | 15 - 264 MB | NPU
77
+ | SalsaNext | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 35.279 ms | 10 - 25 MB | NPU
78
+ | SalsaNext | ONNX | w8a16 | Qualcomm® QCS9075 | 34.524 ms | 15 - 60 MB | NPU
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+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.451 ms | 13 - 201 MB | NPU
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+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 23.522 ms | 13 - 206 MB | NPU
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+ | SalsaNext | ONNX | w8a16 | Qualcomm® QCS8750 | 23.522 ms | 13 - 206 MB | NPU
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+ | SalsaNext | ONNX | w8a16 | Qualcomm® QCS7181 | 33.555 ms | 148 - 148 MB | NPU
83
+ | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.828 ms | 3 - 3 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 31.896 ms | 3 - 3 MB | NPU
85
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.508 ms | 0 - 330 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 65.688 ms | 2 - 349 MB | NPU
87
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8275 | 118.658 ms | 1 - 247 MB | NPU
88
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 34.488 ms | 3 - 5 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 | 65.688 ms | 2 - 349 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.523 ms | 0 - 268 MB | NPU
91
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8295P | 51.611 ms | 0 - 259 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.198 ms | 3 - 294 MB | NPU
93
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA7255P | 118.658 ms | 1 - 247 MB | NPU
94
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS9075 | 37.168 ms | 3 - 17 MB | NPU
95
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8750 | 18.523 ms | 0 - 268 MB | NPU
96
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS7181 | 31.896 ms | 3 - 3 MB | NPU
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+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 18.51 ms | 1 - 1 MB | NPU
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+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X Elite | 40.701 ms | 1 - 1 MB | NPU
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+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.576 ms | 0 - 366 MB | NPU
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+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 71.509 ms | 1 - 420 MB | NPU
101
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 76.363 ms | 1 - 277 MB | NPU
102
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 40.697 ms | 1 - 283 MB | NPU
103
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 71.509 ms | 1 - 420 MB | NPU
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+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 47.8 ms | 1 - 9 MB | NPU
105
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.639 ms | 1 - 349 MB | NPU
106
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 27.631 ms | 1 - 294 MB | NPU
107
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.157 ms | 1 - 328 MB | NPU
108
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA7255P | 76.363 ms | 1 - 277 MB | NPU
109
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 27.631 ms | 1 - 294 MB | NPU
110
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 40.701 ms | 1 - 1 MB | NPU
111
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.597 ms | 0 - 336 MB | NPU
112
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 65.508 ms | 10 - 360 MB | NPU
113
+ | SalsaNext | TFLITE | float | Qualcomm® QCS8275 | 118.628 ms | 10 - 257 MB | NPU
114
+ | SalsaNext | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 33.684 ms | 10 - 225 MB | NPU
115
+ | SalsaNext | TFLITE | float | Qualcomm® SA8775P | 230.405 ms | 10 - 40 MB | GPU
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+ | SalsaNext | TFLITE | float | Qualcomm® SA8650P | 230.405 ms | 10 - 40 MB | GPU
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+ | SalsaNext | TFLITE | float | Qualcomm® SA8255P | 230.405 ms | 10 - 40 MB | GPU
118
+ | SalsaNext | TFLITE | float | Qualcomm�� QCS8450 | 65.508 ms | 10 - 360 MB | NPU
119
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.549 ms | 9 - 272 MB | NPU
120
+ | SalsaNext | TFLITE | float | Qualcomm® SA8295P | 51.663 ms | 10 - 272 MB | NPU
121
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.199 ms | 10 - 299 MB | NPU
122
+ | SalsaNext | TFLITE | float | Qualcomm® SA7255P | 118.628 ms | 10 - 257 MB | NPU
123
+ | SalsaNext | TFLITE | float | Qualcomm® QCS9075 | 36.911 ms | 10 - 39 MB | NPU
124
+ | SalsaNext | TFLITE | float | Qualcomm® QCS8750 | 18.549 ms | 9 - 272 MB | NPU
125
 
126
  ## License
127
  * The license for the original implementation of SalsaNext can be found
release_assets.json CHANGED
@@ -1,27 +1,44 @@
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  {
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- "version": "0.55.0",
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  "precisions": {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.55.0/salsanext-tflite-float.zip"
12
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.55.0/salsanext-qnn_dlc-float.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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- "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.25.0"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.55.0/salsanext-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.56.0",
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  "precisions": {
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+ "w8a16": {
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+ "universal_assets": {
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+ "qnn_dlc": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-qnn_dlc-w8a16.zip"
11
+ },
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+ "onnx": {
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+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
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+ "onnx_runtime": "1.25.0"
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-onnx-w8a16.zip"
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+ }
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+ }
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+ },
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
27
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-tflite-float.zip"
29
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
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+ "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.56.0/salsanext-onnx-float.zip"
42
  }
43
  }
44
  }