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XLSR

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v0.63.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.63.0 for changelog.

Files changed (2) hide show
  1. README.md +102 -106
  2. release_assets.json +13 -13
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-to-image
14
  XLSR is designed for lightweight real-time upscaling of images.
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  This is based on the implementation of XLSR found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/xlsr).
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/v0.62.2/src/qai_hub_models/models/xlsr) 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
 
@@ -27,26 +27,26 @@ Below are pre-exported model assets ready for deployment.
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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/xlsr/releases/v0.62.2/xlsr-onnx-float.zip)
31
- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.62.2/xlsr-onnx-w8a8.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/xlsr/releases/v0.62.2/xlsr-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.62.2/xlsr-qnn_dlc-w8a8.zip)
34
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.62.2/xlsr-tflite-float.zip)
35
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.62.2/xlsr-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[XLSR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/xlsr)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/xlsr) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
- See our repository for [XLSR on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.62.2/src/qai_hub_models/models/xlsr) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,103 +62,99 @@ See our repository for [XLSR on GitHub](https://github.com/qualcomm/ai-hub-model
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | XLSR | ONNX | float | Snapdragon® X2 Elite | 0.375 ms | 8 - 8 MB | NPU
66
- | XLSR | ONNX | float | Snapdragon® X Elite | 0.868 ms | 8 - 8 MB | NPU
67
- | XLSR | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.575 ms | 0 - 28 MB | NPU
68
- | XLSR | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.248 ms | 1 - 35 MB | NPU
69
- | XLSR | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.179 ms | 0 - 4 MB | NPU
70
- | XLSR | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.869 ms | 0 - 2 MB | NPU
71
- | XLSR | ONNX | float | Qualcomm® QCS8450 | 1.248 ms | 1 - 35 MB | NPU
72
- | XLSR | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.18 ms | 6 - 9 MB | NPU
73
- | XLSR | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.868 ms | 8 - 8 MB | NPU
74
- | XLSR | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.467 ms | 0 - 23 MB | NPU
75
- | XLSR | ONNX | float | Snapdragon® 8 Elite Mobile | 0.467 ms | 0 - 23 MB | NPU
76
- | XLSR | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.4 ms | 0 - 19 MB | NPU
77
- | XLSR | ONNX | w8a8 | Snapdragon® X2 Elite | 0.257 ms | 3 - 3 MB | NPU
78
- | XLSR | ONNX | w8a8 | Snapdragon® X Elite | 0.643 ms | 3 - 3 MB | NPU
79
- | XLSR | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.423 ms | 0 - 33 MB | NPU
80
- | XLSR | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.72 ms | 2 - 39 MB | NPU
81
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.32 ms | 2 - 4 MB | NPU
82
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.705 ms | 0 - 4 MB | NPU
83
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.643 ms | 0 - 2 MB | NPU
84
- | XLSR | ONNX | w8a8 | Qualcomm® QCS8450 | 0.72 ms | 2 - 39 MB | NPU
85
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.786 ms | 0 - 3 MB | NPU
86
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.643 ms | 3 - 3 MB | NPU
87
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 3.055 ms | 0 - 137 MB | NPU
88
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.659 ms | 0 - 23 MB | NPU
89
- | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.311 ms | 0 - 23 MB | NPU
90
- | XLSR | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.311 ms | 0 - 23 MB | NPU
91
- | XLSR | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.268 ms | 0 - 24 MB | NPU
92
- | XLSR | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.659 ms | 0 - 23 MB | NPU
93
- | XLSR | QNN_DLC | float | Snapdragon® X2 Elite | 0.727 ms | 0 - 0 MB | NPU
94
- | XLSR | QNN_DLC | float | Snapdragon® X Elite | 0.847 ms | 0 - 0 MB | NPU
95
- | XLSR | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.458 ms | 0 - 30 MB | NPU
96
- | XLSR | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.051 ms | 0 - 36 MB | NPU
97
- | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.939 ms | 0 - 6 MB | NPU
98
- | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.785 ms | 0 - 3 MB | NPU
99
- | XLSR | QNN_DLC | float | Qualcomm® SA8775P | 1.139 ms | 0 - 22 MB | NPU
100
- | XLSR | QNN_DLC | float | Qualcomm® SA8650P | 1.139 ms | 0 - 22 MB | NPU
101
- | XLSR | QNN_DLC | float | Qualcomm® SA8255P | 1.139 ms | 0 - 22 MB | NPU
102
- | XLSR | QNN_DLC | float | Qualcomm® QCS8450 | 1.051 ms | 0 - 36 MB | NPU
103
- | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.033 ms | 0 - 5 MB | NPU
104
- | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.847 ms | 0 - 0 MB | NPU
105
- | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.369 ms | 0 - 26 MB | NPU
106
- | XLSR | QNN_DLC | float | Qualcomm® SA7255P | 2.178 ms | 0 - 21 MB | NPU
107
- | XLSR | QNN_DLC | float | Qualcomm® SA8295P | 1.392 ms | 0 - 17 MB | NPU
108
- | XLSR | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.369 ms | 0 - 26 MB | NPU
109
- | XLSR | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.335 ms | 0 - 22 MB | NPU
110
- | XLSR | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.27 ms | 0 - 0 MB | NPU
111
- | XLSR | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.482 ms | 0 - 0 MB | NPU
112
- | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.248 ms | 0 - 29 MB | NPU
113
- | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.472 ms | 0 - 29 MB | NPU
114
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.412 ms | 2 - 4 MB | NPU
115
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.419 ms | 0 - 3 MB | NPU
116
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.381 ms | 0 - 12 MB | NPU
117
- | XLSR | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.576 ms | 0 - 22 MB | NPU
118
- | XLSR | QNN_DLC | w8a8 | Qualcomm® SA8650P | 0.576 ms | 0 - 22 MB | NPU
119
- | XLSR | QNN_DLC | w8a8 | Qualcomm® SA8255P | 0.576 ms | 0 - 22 MB | NPU
120
- | XLSR | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.472 ms | 0 - 29 MB | NPU
121
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.512 ms | 2 - 4 MB | NPU
122
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.482 ms | 0 - 0 MB | NPU
123
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.6 ms | 0 - 19 MB | NPU
124
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.42 ms | 0 - 20 MB | NPU
125
- | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.214 ms | 0 - 21 MB | NPU
126
- | XLSR | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.771 ms | 0 - 18 MB | NPU
127
- | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.214 ms | 0 - 21 MB | NPU
128
- | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.185 ms | 0 - 23 MB | NPU
129
- | XLSR | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.42 ms | 0 - 20 MB | NPU
130
- | XLSR | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.398 ms | 0 - 32 MB | NPU
131
- | XLSR | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 2.497 ms | 0 - 37 MB | NPU
132
- | XLSR | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2.179 ms | 3 - 9 MB | NPU
133
- | XLSR | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.215 ms | 0 - 1 MB | NPU
134
- | XLSR | TFLITE | float | Qualcomm® SA8775P | 2.655 ms | 0 - 23 MB | NPU
135
- | XLSR | TFLITE | float | Qualcomm® SA8650P | 2.655 ms | 0 - 23 MB | NPU
136
- | XLSR | TFLITE | float | Qualcomm® SA8255P | 2.655 ms | 0 - 23 MB | NPU
137
- | XLSR | TFLITE | float | Qualcomm® QCS8450 | 2.497 ms | 0 - 37 MB | NPU
138
- | XLSR | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 2.492 ms | 3 - 8 MB | NPU
139
- | XLSR | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.966 ms | 0 - 21 MB | NPU
140
- | XLSR | TFLITE | float | Qualcomm® SA7255P | 4.654 ms | 3 - 25 MB | NPU
141
- | XLSR | TFLITE | float | Qualcomm® SA8295P | 3.079 ms | 0 - 18 MB | NPU
142
- | XLSR | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.966 ms | 0 - 21 MB | NPU
143
- | XLSR | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.785 ms | 0 - 23 MB | NPU
144
- | XLSR | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.263 ms | 0 - 29 MB | NPU
145
- | XLSR | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.47 ms | 0 - 34 MB | NPU
146
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.131 ms | 0 - 3 MB | NPU
147
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.43 ms | 0 - 3 MB | NPU
148
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.404 ms | 0 - 2 MB | NPU
149
- | XLSR | TFLITE | w8a8 | Qualcomm® SA8775P | 0.607 ms | 0 - 23 MB | NPU
150
- | XLSR | TFLITE | w8a8 | Qualcomm® SA8650P | 0.607 ms | 0 - 23 MB | NPU
151
- | XLSR | TFLITE | w8a8 | Qualcomm® SA8255P | 0.607 ms | 0 - 23 MB | NPU
152
- | XLSR | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.47 ms | 0 - 34 MB | NPU
153
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.539 ms | 0 - 3 MB | NPU
154
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.621 ms | 0 - 18 MB | NPU
155
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.418 ms | 0 - 20 MB | NPU
156
- | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.215 ms | 0 - 21 MB | NPU
157
- | XLSR | TFLITE | w8a8 | Qualcomm® SA7255P | 0.947 ms | 0 - 22 MB | NPU
158
- | XLSR | TFLITE | w8a8 | Qualcomm® SA8295P | 0.793 ms | 0 - 18 MB | NPU
159
- | XLSR | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.215 ms | 0 - 21 MB | NPU
160
- | XLSR | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.186 ms | 0 - 21 MB | NPU
161
- | XLSR | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.418 ms | 0 - 20 MB | NPU
162
 
163
  ## License
164
  * The license for the original implementation of XLSR can be found
 
14
  XLSR is designed for lightweight real-time upscaling of images.
15
 
16
  This is based on the implementation of XLSR found [here](https://github.com/quic/aimet-model-zoo/tree/develop/aimet_zoo_torch/xlsr).
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/v0.63.0/src/qai_hub_models/models/xlsr) 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 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-onnx-float.zip)
31
+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-qnn_dlc-w8a8.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[XLSR on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/xlsr)**.
38
 
39
 
40
  ### Option 2: Export with Custom Configurations
41
 
42
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/xlsr) Python library to compile and export the model with your own:
43
  - Custom weights (e.g., fine-tuned checkpoints)
44
  - Custom input shapes
45
  - Target device and runtime configurations
46
 
47
  This option is ideal if you need to customize the model beyond the default configuration provided here.
48
 
49
+ See our repository for [XLSR on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.63.0/src/qai_hub_models/models/xlsr) for usage instructions.
50
 
51
  ## Model Details
52
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | XLSR | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.403 ms | 0 - 25 MB | NPU
66
+ | XLSR | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.427 ms | 0 - 28 MB | NPU
67
+ | XLSR | ONNX | float | Snapdragon® X2 Elite | 0.369 ms | 8 - 8 MB | NPU
68
+ | XLSR | ONNX | float | Snapdragon® X Elite | 0.893 ms | 8 - 8 MB | NPU
69
+ | XLSR | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.584 ms | 0 - 33 MB | NPU
70
+ | XLSR | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 1.202 ms | 3 - 43 MB | NPU
71
+ | XLSR | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 1.192 ms | 6 - 11 MB | NPU
72
+ | XLSR | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.885 ms | 0 - 2 MB | NPU
73
+ | XLSR | ONNX | float | Qualcomm® QCS8450 | 1.202 ms | 3 - 43 MB | NPU
74
+ | XLSR | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 1.156 ms | 6 - 10 MB | NPU
75
+ | XLSR | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.893 ms | 8 - 8 MB | NPU
76
+ | XLSR | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.427 ms | 0 - 28 MB | NPU
77
+ | XLSR | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.235 ms | 0 - 30 MB | NPU
78
+ | XLSR | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.255 ms | 0 - 30 MB | NPU
79
+ | XLSR | ONNX | w8a8 | Snapdragon® X2 Elite | 0.218 ms | 3 - 3 MB | NPU
80
+ | XLSR | ONNX | w8a8 | Snapdragon® X Elite | 0.526 ms | 3 - 3 MB | NPU
81
+ | XLSR | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.368 ms | 0 - 35 MB | NPU
82
+ | XLSR | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.664 ms | 0 - 41 MB | NPU
83
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.659 ms | 0 - 3 MB | NPU
84
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.609 ms | 0 - 4 MB | NPU
85
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.537 ms | 0 - 2 MB | NPU
86
+ | XLSR | ONNX | w8a8 | Qualcomm® QCS8450 | 0.664 ms | 0 - 41 MB | NPU
87
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.684 ms | 0 - 3 MB | NPU
88
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.526 ms | 3 - 3 MB | NPU
89
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 2.086 ms | 0 - 131 MB | NPU
90
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.565 ms | 0 - 25 MB | NPU
91
+ | XLSR | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.255 ms | 0 - 30 MB | NPU
92
+ | XLSR | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.565 ms | 0 - 25 MB | NPU
93
+ | XLSR | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.337 ms | 0 - 26 MB | NPU
94
+ | XLSR | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.361 ms | 0 - 25 MB | NPU
95
+ | XLSR | QNN_DLC | float | Snapdragon® X2 Elite | 0.439 ms | 0 - 0 MB | NPU
96
+ | XLSR | QNN_DLC | float | Snapdragon® X Elite | 0.889 ms | 0 - 0 MB | NPU
97
+ | XLSR | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.466 ms | 0 - 34 MB | NPU
98
+ | XLSR | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 1.16 ms | 0 - 36 MB | NPU
99
+ | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 0.938 ms | 0 - 6 MB | NPU
100
+ | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.77 ms | 0 - 2 MB | NPU
101
+ | XLSR | QNN_DLC | float | Qualcomm® SA8775P | 1.142 ms | 0 - 27 MB | NPU
102
+ | XLSR | QNN_DLC | float | Qualcomm® SA8650P | 1.142 ms | 0 - 27 MB | NPU
103
+ | XLSR | QNN_DLC | float | Qualcomm® SA8255P | 1.142 ms | 0 - 27 MB | NPU
104
+ | XLSR | QNN_DLC | float | Qualcomm® QCS8450 | 1.16 ms | 0 - 36 MB | NPU
105
+ | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 1.016 ms | 0 - 6 MB | NPU
106
+ | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 0.889 ms | 0 - 0 MB | NPU
107
+ | XLSR | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 0.361 ms | 0 - 25 MB | NPU
108
+ | XLSR | QNN_DLC | float | Qualcomm® SA8295P | 1.234 ms | 0 - 22 MB | NPU
109
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.175 ms | 0 - 27 MB | NPU
110
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.216 ms | 0 - 24 MB | NPU
111
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.248 ms | 0 - 0 MB | NPU
112
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.473 ms | 0 - 0 MB | NPU
113
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.238 ms | 0 - 34 MB | NPU
114
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.459 ms | 0 - 36 MB | NPU
115
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.42 ms | 2 - 5 MB | NPU
116
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.716 ms | 0 - 4 MB | NPU
117
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.41 ms | 0 - 2 MB | NPU
118
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 0.459 ms | 0 - 36 MB | NPU
119
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.5 ms | 2 - 5 MB | NPU
120
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 0.473 ms | 0 - 0 MB | NPU
121
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.631 ms | 0 - 23 MB | NPU
122
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.407 ms | 0 - 23 MB | NPU
123
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.216 ms | 0 - 24 MB | NPU
124
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® SA7255P | 0.874 ms | 0 - 25 MB | NPU
125
+ | XLSR | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.647 ms | 0 - 23 MB | NPU
126
+ | XLSR | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.407 ms | 0 - 23 MB | NPU
127
+ | XLSR | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.802 ms | 0 - 27 MB | NPU
128
+ | XLSR | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.974 ms | 0 - 25 MB | NPU
129
+ | XLSR | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.408 ms | 0 - 34 MB | NPU
130
+ | XLSR | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 2.451 ms | 0 - 41 MB | NPU
131
+ | XLSR | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 2.144 ms | 3 - 9 MB | NPU
132
+ | XLSR | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.293 ms | 0 - 2 MB | NPU
133
+ | XLSR | TFLITE | float | Qualcomm® SA8775P | 2.672 ms | 0 - 26 MB | NPU
134
+ | XLSR | TFLITE | float | Qualcomm® SA8650P | 2.672 ms | 0 - 26 MB | NPU
135
+ | XLSR | TFLITE | float | Qualcomm® SA8255P | 2.672 ms | 0 - 26 MB | NPU
136
+ | XLSR | TFLITE | float | Qualcomm® QCS8450 | 2.451 ms | 0 - 41 MB | NPU
137
+ | XLSR | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 2.526 ms | 1 - 7 MB | NPU
138
+ | XLSR | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 0.974 ms | 0 - 25 MB | NPU
139
+ | XLSR | TFLITE | float | Qualcomm® SA7255P | 4.623 ms | 3 - 29 MB | NPU
140
+ | XLSR | TFLITE | float | Qualcomm® SA8295P | 2.971 ms | 0 - 22 MB | NPU
141
+ | XLSR | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.186 ms | 0 - 26 MB | NPU
142
+ | XLSR | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.222 ms | 0 - 24 MB | NPU
143
+ | XLSR | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.265 ms | 0 - 34 MB | NPU
144
+ | XLSR | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 0.475 ms | 0 - 40 MB | NPU
145
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 1.164 ms | 0 - 3 MB | NPU
146
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 0.427 ms | 0 - 4 MB | NPU
147
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 0.4 ms | 0 - 2 MB | NPU
148
+ | XLSR | TFLITE | w8a8 | Qualcomm® SA8775P | 0.593 ms | 0 - 26 MB | NPU
149
+ | XLSR | TFLITE | w8a8 | Qualcomm® SA8650P | 0.593 ms | 0 - 26 MB | NPU
150
+ | XLSR | TFLITE | w8a8 | Qualcomm® SA8255P | 0.593 ms | 0 - 26 MB | NPU
151
+ | XLSR | TFLITE | w8a8 | Qualcomm® QCS8450 | 0.475 ms | 0 - 40 MB | NPU
152
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 0.562 ms | 0 - 3 MB | NPU
153
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 1.589 ms | 0 - 23 MB | NPU
154
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 0.416 ms | 0 - 24 MB | NPU
155
+ | XLSR | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.222 ms | 0 - 24 MB | NPU
156
+ | XLSR | TFLITE | w8a8 | Qualcomm® SA8295P | 0.684 ms | 0 - 23 MB | NPU
157
+ | XLSR | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.416 ms | 0 - 24 MB | NPU
 
 
 
 
158
 
159
  ## License
160
  * The license for the original implementation of XLSR can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.62.2",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
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/xlsr/releases/v0.62.2/xlsr-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/xlsr/releases/v0.62.2/xlsr-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/xlsr/releases/v0.62.2/xlsr-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -28,22 +28,22 @@
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
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/xlsr/releases/v0.62.2/xlsr-onnx-w8a8.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/xlsr/releases/v0.62.2/xlsr-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
- "qairt": "2.45.0.260326154327"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.62.2/xlsr-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
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  "tool_versions": {
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+ "qairt": "2.50.0.260828221209",
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  "onnx_runtime": "1.27.1"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
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+ "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
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  "tool_versions": {
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+ "qairt": "2.50.0.260828221209"
22
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-tflite-float.zip"
24
  }
25
  }
26
  },
 
28
  "universal_assets": {
29
  "onnx": {
30
  "tool_versions": {
31
+ "qairt": "2.50.0.260828221209",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
+ "qairt": "2.50.0.260828221209"
39
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
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  "tool_versions": {
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+ "qairt": "2.50.0.260828221209"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/xlsr/releases/v0.63.0/xlsr-tflite-w8a8.zip"
47
  }
48
  }
49
  }