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SalsaNext

Image Segmentation
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v0.59.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.

Files changed (2) hide show
  1. README.md +78 -76
  2. release_assets.json +18 -19
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
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  SalsaNext is a LiDAR-based model designed for efficient and accurate semantic segmentation.
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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/v0.58.0/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).
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  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.
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@@ -27,25 +27,25 @@ 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 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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/v0.58.0/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
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/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/v0.58.0/src/qai_hub_models/models/salsanext) for usage instructions.
49
 
50
  ## Model Details
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@@ -60,74 +60,76 @@ See our repository for [SalsaNext on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | SalsaNext | ONNX | float | Snapdragon® X2 Elite | 13.721 ms | 35 - 35 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.405 ms | 35 - 35 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 26.287 ms | 27 - 365 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 66.913 ms | 3 - 352 MB | NPU
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- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.758 ms | 0 - 42 MB | NPU
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- | SalsaNext | ONNX | float | Qualcomm® QCS8450 | 66.913 ms | 3 - 352 MB | NPU
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- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 40.32 ms | 23 - 26 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.609 ms | 21 - 315 MB | NPU
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- | SalsaNext | ONNX | float | Snapdragon® 8 Elite Mobile | 18.874 ms | 25 - 293 MB | NPU
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- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 18.874 ms | 25 - 293 MB | NPU
73
- | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.405 ms | 35 - 35 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® X2 Elite | 16.61 ms | 18 - 18 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® X Elite | 33.431 ms | 18 - 18 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 26.925 ms | 13 - 273 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 35.496 ms | 10 - 21 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 37.466 ms | 17 - 20 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.48 ms | 12 - 204 MB | NPU
80
- | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 22.913 ms | 13 - 202 MB | NPU
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- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 22.913 ms | 13 - 202 MB | NPU
82
- | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.431 ms | 18 - 18 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.848 ms | 3 - 3 MB | NPU
84
- | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 32.197 ms | 3 - 3 MB | NPU
85
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.728 ms | 0 - 328 MB | NPU
86
- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 65.124 ms | 0 - 345 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8275 | 118.633 ms | 1 - 247 MB | NPU
88
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.905 ms | 3 - 5 MB | NPU
89
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8775P | 39.378 ms | 1 - 247 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® SA8650P | 39.378 ms | 1 - 247 MB | NPU
91
- | SalsaNext | QNN_DLC | float | Qualcomm® SA8255P | 39.378 ms | 1 - 247 MB | NPU
92
- | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 | 65.124 ms | 0 - 345 MB | NPU
93
- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 39.8 ms | 3 - 17 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.327 ms | 3 - 295 MB | NPU
95
- | SalsaNext | QNN_DLC | float | Qualcomm® SA7255P | 118.633 ms | 1 - 247 MB | NPU
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- | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.551 ms | 0 - 265 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® SA8295P | 51.614 ms | 0 - 260 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 18.551 ms | 0 - 265 MB | NPU
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- | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.197 ms | 3 - 3 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 18.449 ms | 1 - 1 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X Elite | 40.779 ms | 1 - 1 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.764 ms | 1 - 367 MB | NPU
103
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 70.889 ms | 1 - 423 MB | NPU
104
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 76.31 ms | 2 - 277 MB | NPU
105
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.27 ms | 1 - 363 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8775P | 39.802 ms | 1 - 274 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8650P | 39.802 ms | 1 - 274 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8255P | 39.802 ms | 1 - 274 MB | NPU
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- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 70.889 ms | 1 - 423 MB | NPU
110
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 47.8 ms | 1 - 9 MB | NPU
111
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.727 ms | 1 - 349 MB | NPU
112
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA7255P | 76.31 ms | 2 - 277 MB | NPU
113
- | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 27.395 ms | 1 - 295 MB | NPU
114
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.08 ms | 1 - 327 MB | NPU
115
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 27.395 ms | 1 - 295 MB | NPU
116
- | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 40.779 ms | 1 - 1 MB | NPU
117
- | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.29 ms | 8 - 343 MB | NPU
118
- | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 71.172 ms | 10 - 360 MB | NPU
119
- | SalsaNext | TFLITE | float | Qualcomm® QCS8275 | 118.807 ms | 10 - 257 MB | NPU
120
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.331 ms | 6 - 9 MB | NPU
121
- | SalsaNext | TFLITE | float | Qualcomm® SA8775P | 39.322 ms | 10 - 257 MB | NPU
122
- | SalsaNext | TFLITE | float | Qualcomm® SA8650P | 39.322 ms | 10 - 257 MB | NPU
123
- | SalsaNext | TFLITE | float | Qualcomm® SA8255P | 39.322 ms | 10 - 257 MB | NPU
124
- | SalsaNext | TFLITE | float | Qualcomm® QCS8450 | 71.172 ms | 10 - 360 MB | NPU
125
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 38.955 ms | 10 - 39 MB | NPU
126
- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.308 ms | 10 - 297 MB | NPU
127
- | SalsaNext | TFLITE | float | Qualcomm® SA7255P | 118.807 ms | 10 - 257 MB | NPU
128
- | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.542 ms | 9 - 277 MB | NPU
129
- | SalsaNext | TFLITE | float | Qualcomm® SA8295P | 51.672 ms | 10 - 271 MB | NPU
130
- | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 18.542 ms | 9 - 277 MB | NPU
 
 
131
 
132
  ## License
133
  * The license for the original implementation of SalsaNext can be found
 
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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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 | 13.861 ms | 35 - 35 MB | NPU
64
+ | SalsaNext | ONNX | float | Snapdragon® X Elite | 32.329 ms | 35 - 35 MB | NPU
65
+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 25.65 ms | 27 - 359 MB | NPU
66
+ | SalsaNext | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 66.054 ms | 3 - 353 MB | NPU
67
+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.496 ms | 20 - 209 MB | NPU
68
+ | SalsaNext | ONNX | float | Qualcomm® QCS8450 | 66.054 ms | 3 - 353 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 40.685 ms | 22 - 25 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.329 ms | 35 - 35 MB | NPU
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+ | SalsaNext | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 19.089 ms | 23 - 292 MB | NPU
72
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Mobile | 19.089 ms | 23 - 292 MB | NPU
73
+ | SalsaNext | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.528 ms | 21 - 316 MB | NPU
74
+ | SalsaNext | ONNX | w8a16 | Snapdragon® X2 Elite | 15.311 ms | 18 - 18 MB | NPU
75
+ | SalsaNext | ONNX | w8a16 | Snapdragon® X Elite | 33.542 ms | 18 - 18 MB | NPU
76
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 27.244 ms | 13 - 310 MB | NPU
77
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 43.737 ms | 12 - 400 MB | NPU
78
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 36.061 ms | 10 - 19 MB | NPU
79
+ | SalsaNext | ONNX | w8a16 | Qualcomm® QCS8450 | 43.737 ms | 12 - 400 MB | NPU
80
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 35.521 ms | 14 - 17 MB | NPU
81
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.542 ms | 18 - 18 MB | NPU
82
+ | SalsaNext | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 22.78 ms | 14 - 239 MB | NPU
83
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 22.78 ms | 14 - 239 MB | NPU
84
+ | SalsaNext | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 17.2 ms | 12 - 245 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® X2 Elite | 13.878 ms | 3 - 3 MB | NPU
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+ | SalsaNext | QNN_DLC | float | Snapdragon® X Elite | 32.065 ms | 3 - 3 MB | NPU
87
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.331 ms | 3 - 333 MB | NPU
88
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 65.1 ms | 3 - 346 MB | NPU
89
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 118.795 ms | 1 - 247 MB | NPU
90
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.48 ms | 3 - 5 MB | NPU
91
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8775P | 39.305 ms | 1 - 247 MB | NPU
92
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8650P | 39.305 ms | 1 - 247 MB | NPU
93
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8255P | 39.305 ms | 1 - 247 MB | NPU
94
+ | SalsaNext | QNN_DLC | float | Qualcomm® QCS8450 | 65.1 ms | 3 - 346 MB | NPU
95
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 39.345 ms | 3 - 17 MB | NPU
96
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 32.065 ms | 3 - 3 MB | NPU
97
+ | SalsaNext | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 18.455 ms | 0 - 264 MB | NPU
98
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA7255P | 118.795 ms | 1 - 247 MB | NPU
99
+ | SalsaNext | QNN_DLC | float | Qualcomm® SA8295P | 51.659 ms | 0 - 260 MB | NPU
100
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 18.455 ms | 0 - 264 MB | NPU
101
+ | SalsaNext | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.321 ms | 3 - 293 MB | NPU
102
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 18.54 ms | 1 - 1 MB | NPU
103
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® X Elite | 40.713 ms | 1 - 1 MB | NPU
104
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.531 ms | 1 - 365 MB | NPU
105
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 70.967 ms | 1 - 419 MB | NPU
106
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 76.466 ms | 1 - 276 MB | NPU
107
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 40.113 ms | 1 - 3 MB | NPU
108
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8775P | 39.821 ms | 1 - 274 MB | NPU
109
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8650P | 39.821 ms | 1 - 274 MB | NPU
110
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8255P | 39.821 ms | 1 - 274 MB | NPU
111
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 70.967 ms | 1 - 419 MB | NPU
112
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 40.23 ms | 1 - 9 MB | NPU
113
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 40.713 ms | 1 - 1 MB | NPU
114
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 27.672 ms | 1 - 297 MB | NPU
115
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA7255P | 76.466 ms | 1 - 276 MB | NPU
116
+ | SalsaNext | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.105 ms | 1 - 327 MB | NPU
117
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 27.672 ms | 1 - 297 MB | NPU
118
+ | SalsaNext | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.759 ms | 1 - 348 MB | NPU
119
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.421 ms | 0 - 333 MB | NPU
120
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 65.585 ms | 10 - 360 MB | NPU
121
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 118.682 ms | 10 - 257 MB | NPU
122
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 33.293 ms | 10 - 43 MB | NPU
123
+ | SalsaNext | TFLITE | float | Qualcomm® SA8775P | 39.275 ms | 10 - 257 MB | NPU
124
+ | SalsaNext | TFLITE | float | Qualcomm® SA8650P | 39.275 ms | 10 - 257 MB | NPU
125
+ | SalsaNext | TFLITE | float | Qualcomm® SA8255P | 39.275 ms | 10 - 257 MB | NPU
126
+ | SalsaNext | TFLITE | float | Qualcomm® QCS8450 | 65.585 ms | 10 - 360 MB | NPU
127
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 39.774 ms | 10 - 39 MB | NPU
128
+ | SalsaNext | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 18.69 ms | 9 - 272 MB | NPU
129
+ | SalsaNext | TFLITE | float | Qualcomm® SA7255P | 118.682 ms | 10 - 257 MB | NPU
130
+ | SalsaNext | TFLITE | float | Qualcomm® SA8295P | 51.619 ms | 10 - 271 MB | NPU
131
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Mobile | 18.69 ms | 9 - 272 MB | NPU
132
+ | SalsaNext | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 13.335 ms | 10 - 297 MB | NPU
133
 
134
  ## License
135
  * The license for the original implementation of SalsaNext can be found
release_assets.json CHANGED
@@ -1,44 +1,43 @@
1
  {
2
- "version": "0.58.0",
3
  "precisions": {
4
- "w8a16": {
5
  "universal_assets": {
 
 
 
 
 
 
 
6
  "qnn_dlc": {
7
  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.58.0/salsanext-qnn_dlc-w8a16.zip"
11
  },
12
- "onnx": {
13
  "tool_versions": {
14
- "qairt": "2.45.0.260326154327",
15
- "onnx_runtime": "1.25.0"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.58.0/salsanext-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
- "float": {
22
  "universal_assets": {
23
- "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.4"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/salsanext/releases/v0.58.0/salsanext-tflite-float.zip"
29
  },
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/salsanext/releases/v0.58.0/salsanext-qnn_dlc-float.zip"
35
- },
36
- "onnx": {
37
- "tool_versions": {
38
- "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/v0.58.0/salsanext-onnx-float.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.59.0",
3
  "precisions": {
4
+ "float": {
5
  "universal_assets": {
6
+ "onnx": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
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+ "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/v0.59.0/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/v0.59.0/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/v0.59.0/salsanext-tflite-float.zip"
24
  }
25
  }
26
  },
27
+ "w8a16": {
28
  "universal_assets": {
29
+ "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.45.0.260326154327",
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+ "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/v0.59.0/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/v0.59.0/salsanext-qnn_dlc-w8a16.zip"
 
 
 
 
 
 
 
41
  }
42
  }
43
  }