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SalsaNext

Image Segmentation
PyTorch
bu_auto
android
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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +82 -82
  2. release_assets.json +6 -6
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
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  library_name: pytorch
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- license: other
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  tags:
5
  - bu_auto
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  - android
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
14
 
15
  SalsaNext is a LiDAR-based model designed for efficient and accurate semantic segmentation.
16
 
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- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/salsanext) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
@@ -27,25 +27,25 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-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/salsanext/releases/v0.60.0/salsanext-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/salsanext/releases/v0.60.0/salsanext-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[SalsaNext on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/salsanext)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/salsanext) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
- See our repository for [SalsaNext on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/salsanext) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -60,81 +60,81 @@ See our repository for [SalsaNext on GitHub](https://github.com/qualcomm/ai-hub-
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 | 13.77 ms | 35 - 35 MB | NPU
64
- | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.455 ms | 35 - 35 MB | NPU
65
- | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 26.22 ms | 27 - 366 MB | NPU
66
- | SalsaNext | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 67.436 ms | 3 - 357 MB | NPU
67
- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 43.597 ms | 22 - 26 MB | NPU
68
- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.913 ms | 20 - 58 MB | NPU
69
- | SalsaNext | ONNX | float | Qualcomm® QCS8450 | 67.436 ms | 3 - 357 MB | NPU
70
- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 41.96 ms | 24 - 27 MB | NPU
71
- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.455 ms | 35 - 35 MB | NPU
72
- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 19.142 ms | 23 - 292 MB | NPU
73
- | SalsaNext | ONNX | float | Snapdragon® 8 Elite Mobile | 19.142 ms | 23 - 292 MB | NPU
74
- | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.631 ms | 22 - 317 MB | NPU
75
- | SalsaNext | ONNX | w8a16 | Snapdragon® X2 Elite | 15.381 ms | 18 - 18 MB | NPU
76
  | SalsaNext | ONNX | w8a16 | Snapdragon® X Elite | 33.489 ms | 18 - 18 MB | NPU
77
- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 27.213 ms | 13 - 311 MB | NPU
78
- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 43.224 ms | 12 - 398 MB | NPU
79
- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 33.765 ms | 11 - 15 MB | NPU
80
- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.113 ms | 0 - 36 MB | NPU
81
- | SalsaNext | ONNX | w8a16 | Qualcomm® QCS8450 | 43.224 ms | 12 - 398 MB | NPU
82
- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 35.109 ms | 12 - 14 MB | NPU
83
  | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.489 ms | 18 - 18 MB | NPU
84
- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 22.195 ms | 14 - 241 MB | NPU
85
- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 22.195 ms | 14 - 241 MB | NPU
86
- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.165 ms | 12 - 244 MB | NPU
87
- | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.891 ms | 3 - 3 MB | NPU
88
- | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 31.985 ms | 3 - 3 MB | NPU
89
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.47 ms | 3 - 331 MB | NPU
90
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 65.194 ms | 2 - 347 MB | NPU
91
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 43.129 ms | 3 - 17 MB | NPU
92
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 118.787 ms | 1 - 248 MB | NPU
93
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.272 ms | 3 - 5 MB | NPU
94
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8775P | 39.247 ms | 0 - 246 MB | NPU
95
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8650P | 39.247 ms | 0 - 246 MB | NPU
96
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8255P | 39.247 ms | 0 - 246 MB | NPU
97
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 | 65.194 ms | 2 - 347 MB | NPU
98
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 39.714 ms | 3 - 17 MB | NPU
99
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 31.985 ms | 3 - 3 MB | NPU
100
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 18.75 ms | 0 - 266 MB | NPU
101
- | SalsaNext | QNN_DLC | float | Qualcomm® SA7255P | 118.787 ms | 1 - 248 MB | NPU
102
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8295P | 51.597 ms | 0 - 260 MB | NPU
103
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.75 ms | 0 - 266 MB | NPU
104
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.301 ms | 3 - 293 MB | NPU
105
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 18.207 ms | 1 - 1 MB | NPU
106
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X Elite | 40.652 ms | 1 - 1 MB | NPU
107
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.584 ms | 0 - 365 MB | NPU
108
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 70.393 ms | 2 - 420 MB | NPU
109
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 41.53 ms | 1 - 10 MB | NPU
110
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 76.415 ms | 1 - 277 MB | NPU
111
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.064 ms | 1 - 189 MB | NPU
112
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8775P | 39.845 ms | 1 - 274 MB | NPU
113
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8650P | 39.845 ms | 1 - 274 MB | NPU
114
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8255P | 39.845 ms | 1 - 274 MB | NPU
115
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 70.393 ms | 2 - 420 MB | NPU
116
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 40.191 ms | 1 - 9 MB | NPU
117
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 40.652 ms | 1 - 1 MB | NPU
118
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 27.936 ms | 1 - 296 MB | NPU
119
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA7255P | 76.415 ms | 1 - 277 MB | NPU
120
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.121 ms | 2 - 327 MB | NPU
121
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 27.936 ms | 1 - 296 MB | NPU
122
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.706 ms | 1 - 348 MB | NPU
123
- | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.505 ms | 9 - 343 MB | NPU
124
- | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 65.788 ms | 10 - 359 MB | NPU
125
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 43.197 ms | 10 - 40 MB | NPU
126
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 118.977 ms | 10 - 257 MB | NPU
127
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.065 ms | 10 - 13 MB | NPU
128
- | SalsaNext | TFLITE | float | Qualcomm® SA8775P | 39.326 ms | 10 - 257 MB | NPU
129
- | SalsaNext | TFLITE | float | Qualcomm® SA8650P | 39.326 ms | 10 - 257 MB | NPU
130
- | SalsaNext | TFLITE | float | Qualcomm® SA8255P | 39.326 ms | 10 - 257 MB | NPU
131
- | SalsaNext | TFLITE | float | Qualcomm® QCS8450 | 65.788 ms | 10 - 359 MB | NPU
132
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 39.488 ms | 10 - 39 MB | NPU
133
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 18.59 ms | 10 - 276 MB | NPU
134
- | SalsaNext | TFLITE | float | Qualcomm® SA7255P | 118.977 ms | 10 - 257 MB | NPU
135
- | SalsaNext | TFLITE | float | Qualcomm® SA8295P | 51.635 ms | 10 - 272 MB | NPU
136
- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.59 ms | 10 - 276 MB | NPU
137
- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.305 ms | 10 - 297 MB | NPU
138
 
139
  ## License
140
  * The license for the original implementation of SalsaNext can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: mit
4
  tags:
5
  - bu_auto
6
  - android
 
14
 
15
  SalsaNext is a LiDAR-based model designed for efficient and accurate semantic segmentation.
16
 
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/salsanext) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-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/salsanext/releases/v0.61.0/salsanext-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/salsanext/releases/v0.61.0/salsanext-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[SalsaNext on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/salsanext)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/salsanext) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
+ See our repository for [SalsaNext on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/salsanext) for usage instructions.
49
 
50
  ## Model Details
51
 
 
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 | 13.725 ms | 35 - 35 MB | NPU
64
+ | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.328 ms | 35 - 35 MB | NPU
65
+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.996 ms | 27 - 360 MB | NPU
66
+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 66.388 ms | 0 - 350 MB | NPU
67
+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 43.917 ms | 22 - 26 MB | NPU
68
+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.191 ms | 20 - 36 MB | NPU
69
+ | SalsaNext | ONNX | float | Qualcomm® QCS8450 | 66.388 ms | 0 - 350 MB | NPU
70
+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 40.31 ms | 22 - 25 MB | NPU
71
+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.328 ms | 35 - 35 MB | NPU
72
+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 18.832 ms | 23 - 295 MB | NPU
73
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Mobile | 18.832 ms | 23 - 295 MB | NPU
74
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.54 ms | 24 - 319 MB | NPU
75
+ | SalsaNext | ONNX | w8a16 | Snapdragon® X2 Elite | 15.304 ms | 16 - 16 MB | NPU
76
  | SalsaNext | ONNX | w8a16 | Snapdragon® X Elite | 33.489 ms | 18 - 18 MB | NPU
77
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 27.346 ms | 13 - 310 MB | NPU
78
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 42.696 ms | 12 - 400 MB | NPU
79
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 33.585 ms | 11 - 15 MB | NPU
80
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 35.5 ms | 10 - 19 MB | NPU
81
+ | SalsaNext | ONNX | w8a16 | Qualcomm® QCS8450 | 42.696 ms | 12 - 400 MB | NPU
82
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 34.529 ms | 13 - 16 MB | NPU
83
  | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.489 ms | 18 - 18 MB | NPU
84
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 22.854 ms | 12 - 237 MB | NPU
85
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 22.854 ms | 12 - 237 MB | NPU
86
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.134 ms | 12 - 244 MB | NPU
87
+ | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.682 ms | 3 - 3 MB | NPU
88
+ | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 31.99 ms | 3 - 3 MB | NPU
89
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.368 ms | 0 - 328 MB | NPU
90
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 65.512 ms | 3 - 347 MB | NPU
91
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 43.075 ms | 3 - 17 MB | NPU
92
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 118.624 ms | 1 - 247 MB | NPU
93
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.994 ms | 1 - 36 MB | NPU
94
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8775P | 39.269 ms | 0 - 246 MB | NPU
95
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8650P | 39.269 ms | 0 - 246 MB | NPU
96
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8255P | 39.269 ms | 0 - 246 MB | NPU
97
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 | 65.512 ms | 3 - 347 MB | NPU
98
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 39.867 ms | 3 - 17 MB | NPU
99
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 31.99 ms | 3 - 3 MB | NPU
100
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 18.629 ms | 3 - 270 MB | NPU
101
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA7255P | 118.624 ms | 1 - 247 MB | NPU
102
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8295P | 51.615 ms | 0 - 260 MB | NPU
103
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.629 ms | 3 - 270 MB | NPU
104
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.303 ms | 3 - 293 MB | NPU
105
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 18.573 ms | 1 - 1 MB | NPU
106
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X Elite | 40.693 ms | 1 - 1 MB | NPU
107
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.515 ms | 1 - 366 MB | NPU
108
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 71.34 ms | 1 - 420 MB | NPU
109
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 41.568 ms | 0 - 9 MB | NPU
110
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 76.365 ms | 2 - 277 MB | NPU
111
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.064 ms | 1 - 12 MB | NPU
112
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8775P | 39.802 ms | 1 - 275 MB | NPU
113
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8650P | 39.802 ms | 1 - 275 MB | NPU
114
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8255P | 39.802 ms | 1 - 275 MB | NPU
115
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 71.34 ms | 1 - 420 MB | NPU
116
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 40.854 ms | 1 - 9 MB | NPU
117
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 40.693 ms | 1 - 1 MB | NPU
118
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 27.735 ms | 1 - 295 MB | NPU
119
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA7255P | 76.365 ms | 2 - 277 MB | NPU
120
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.085 ms | 2 - 327 MB | NPU
121
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 27.735 ms | 1 - 295 MB | NPU
122
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.725 ms | 1 - 349 MB | NPU
123
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.297 ms | 10 - 343 MB | NPU
124
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 66.037 ms | 10 - 361 MB | NPU
125
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 43.18 ms | 10 - 40 MB | NPU
126
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 118.765 ms | 10 - 257 MB | NPU
127
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.34 ms | 10 - 13 MB | NPU
128
+ | SalsaNext | TFLITE | float | Qualcomm® SA8775P | 39.35 ms | 10 - 257 MB | NPU
129
+ | SalsaNext | TFLITE | float | Qualcomm® SA8650P | 39.35 ms | 10 - 257 MB | NPU
130
+ | SalsaNext | TFLITE | float | Qualcomm® SA8255P | 39.35 ms | 10 - 257 MB | NPU
131
+ | SalsaNext | TFLITE | float | Qualcomm® QCS8450 | 66.037 ms | 10 - 361 MB | NPU
132
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 40.147 ms | 10 - 39 MB | NPU
133
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 18.638 ms | 9 - 277 MB | NPU
134
+ | SalsaNext | TFLITE | float | Qualcomm® SA7255P | 118.765 ms | 10 - 257 MB | NPU
135
+ | SalsaNext | TFLITE | float | Qualcomm® SA8295P | 51.693 ms | 10 - 271 MB | NPU
136
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.638 ms | 9 - 277 MB | NPU
137
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.352 ms | 10 - 299 MB | NPU
138
 
139
  ## License
140
  * The license for the original implementation of SalsaNext can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-onnx-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/salsanext/releases/v0.60.0/salsanext-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.60.0/salsanext-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }
 
1
  {
2
+ "version": "0.61.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-onnx-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/salsanext/releases/v0.61.0/salsanext-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.61.0/salsanext-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }