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Midas-V2

Depth Estimation
PyTorch
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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 +100 -103
  2. release_assets.json +15 -17
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: depth-estimation
14
  Midas is designed for estimating depth at each point in an image.
15
 
16
  This is based on the implementation of Midas-V2 found [here](https://github.com/isl-org/MiDaS).
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/v0.58.0/src/qai_hub_models/models/midas) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
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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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@@ -27,26 +27,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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- | 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/midas/releases/v0.58.0/midas-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.58.0/midas-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/midas/releases/v0.58.0/midas-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/midas/releases/v0.58.0/midas-qnn_dlc-w8a8.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/midas/releases/v0.58.0/midas-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/midas/releases/v0.58.0/midas-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[Midas-V2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/midas)**.
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/v0.58.0/src/qai_hub_models/models/midas) 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 [Midas-V2 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.58.0/src/qai_hub_models/models/midas) for usage instructions.
50
 
51
  ## Model Details
52
 
@@ -62,102 +62,99 @@ See our repository for [Midas-V2 on GitHub](https://github.com/qualcomm/ai-hub-m
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  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | Midas-V2 | ONNX | float | Snapdragon® X2 Elite | 1.311 ms | 2 - 2 MB | NPU
66
- | Midas-V2 | ONNX | float | Snapdragon® X Elite | 2.767 ms | 35 - 35 MB | NPU
67
- | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.934 ms | 0 - 196 MB | NPU
68
- | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 6.48 ms | 1 - 198 MB | NPU
69
- | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.727 ms | 0 - 55 MB | NPU
70
- | Midas-V2 | ONNX | float | Qualcomm® QCS8450 | 6.48 ms | 1 - 198 MB | NPU
71
- | Midas-V2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.257 ms | 0 - 163 MB | NPU
72
- | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 4.042 ms | 1 - 47 MB | NPU
73
- | Midas-V2 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.471 ms | 0 - 160 MB | NPU
74
- | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.471 ms | 0 - 160 MB | NPU
75
- | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.767 ms | 35 - 35 MB | NPU
76
  | Midas-V2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.616 ms | 1 - 1 MB | NPU
77
- | Midas-V2 | ONNX | w8a8 | Snapdragon® X Elite | 1.316 ms | 18 - 18 MB | NPU
78
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.915 ms | 0 - 97 MB | NPU
79
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.823 ms | 0 - 93 MB | NPU
80
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.162 ms | 0 - 3 MB | NPU
81
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.307 ms | 0 - 3 MB | NPU
82
- | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.823 ms | 0 - 93 MB | NPU
83
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.711 ms | 0 - 59 MB | NPU
84
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.588 ms | 0 - 184 MB | NPU
85
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.648 ms | 0 - 61 MB | NPU
86
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.463 ms | 0 - 45 MB | NPU
87
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.621 ms | 0 - 186 MB | NPU
88
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.588 ms | 0 - 184 MB | NPU
89
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.711 ms | 0 - 59 MB | NPU
90
- | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.316 ms | 18 - 18 MB | NPU
91
- | Midas-V2 | QNN_DLC | float | Snapdragon® X2 Elite | 1.554 ms | 1 - 1 MB | NPU
92
- | Midas-V2 | QNN_DLC | float | Snapdragon® X Elite | 3.248 ms | 1 - 1 MB | NPU
93
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.111 ms | 36 - 229 MB | NPU
94
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 6.808 ms | 0 - 191 MB | NPU
95
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8275 | 12.108 ms | 1 - 158 MB | NPU
96
- | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.025 ms | 1 - 129 MB | NPU
97
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8775P | 4.254 ms | 1 - 159 MB | NPU
98
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8650P | 4.254 ms | 1 - 159 MB | NPU
99
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8255P | 4.254 ms | 1 - 159 MB | NPU
100
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8450 | 6.808 ms | 0 - 191 MB | NPU
101
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.296 ms | 1 - 163 MB | NPU
102
- | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.46 ms | 1 - 3 MB | NPU
103
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA7255P | 12.108 ms | 1 - 158 MB | NPU
104
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.601 ms | 1 - 161 MB | NPU
105
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8295P | 5.451 ms | 1 - 155 MB | NPU
106
- | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.601 ms | 1 - 161 MB | NPU
107
- | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.248 ms | 1 - 1 MB | NPU
108
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.724 ms | 0 - 0 MB | NPU
109
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.451 ms | 0 - 0 MB | NPU
110
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.911 ms | 0 - 85 MB | NPU
111
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.87 ms | 0 - 83 MB | NPU
112
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.534 ms | 2 - 4 MB | NPU
113
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.881 ms | 0 - 47 MB | NPU
114
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm�� Dragonwing™ QCS8550 (Proxy) | 1.317 ms | 0 - 2 MB | NPU
115
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.569 ms | 0 - 50 MB | NPU
116
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.569 ms | 0 - 50 MB | NPU
117
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.569 ms | 0 - 50 MB | NPU
118
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.87 ms | 0 - 83 MB | NPU
119
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.661 ms | 0 - 46 MB | NPU
120
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.577 ms | 0 - 172 MB | NPU
121
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.582 ms | 0 - 50 MB | NPU
122
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.412 ms | 0 - 2 MB | NPU
123
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.945 ms | 0 - 174 MB | NPU
124
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.881 ms | 0 - 47 MB | NPU
125
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.219 ms | 0 - 46 MB | NPU
126
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.577 ms | 0 - 172 MB | NPU
127
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.661 ms | 0 - 46 MB | NPU
128
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.451 ms | 0 - 0 MB | NPU
129
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.103 ms | 0 - 226 MB | NPU
130
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 6.809 ms | 0 - 214 MB | NPU
131
- | Midas-V2 | TFLITE | float | Qualcomm® QCS8275 | 12.128 ms | 0 - 173 MB | NPU
132
- | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.067 ms | 0 - 3 MB | NPU
133
- | Midas-V2 | TFLITE | float | Qualcomm® SA8775P | 4.275 ms | 0 - 173 MB | NPU
134
- | Midas-V2 | TFLITE | float | Qualcomm® SA8650P | 4.275 ms | 0 - 173 MB | NPU
135
- | Midas-V2 | TFLITE | float | Qualcomm® SA8255P | 4.275 ms | 0 - 173 MB | NPU
136
- | Midas-V2 | TFLITE | float | Qualcomm® QCS8450 | 6.809 ms | 0 - 214 MB | NPU
137
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.295 ms | 0 - 175 MB | NPU
138
  | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.017 ms | 0 - 39 MB | NPU
139
- | Midas-V2 | TFLITE | float | Qualcomm® SA7255P | 12.128 ms | 0 - 173 MB | NPU
140
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.607 ms | 0 - 175 MB | NPU
141
- | Midas-V2 | TFLITE | float | Qualcomm® SA8295P | 5.482 ms | 0 - 162 MB | NPU
142
- | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.607 ms | 0 - 175 MB | NPU
143
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.749 ms | 0 - 76 MB | NPU
144
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.598 ms | 0 - 82 MB | NPU
145
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.23 ms | 0 - 28 MB | NPU
146
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.468 ms | 0 - 44 MB | NPU
147
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.069 ms | 0 - 8 MB | NPU
148
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.343 ms | 0 - 49 MB | NPU
149
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.343 ms | 0 - 49 MB | NPU
150
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.343 ms | 0 - 49 MB | NPU
151
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.598 ms | 0 - 82 MB | NPU
152
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.557 ms | 0 - 42 MB | NPU
153
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.339 ms | 0 - 171 MB | NPU
154
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.494 ms | 0 - 47 MB | NPU
155
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.19 ms | 0 - 20 MB | NPU
156
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.265 ms | 0 - 171 MB | NPU
157
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.468 ms | 0 - 44 MB | NPU
158
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.957 ms | 0 - 43 MB | NPU
159
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.339 ms | 0 - 171 MB | NPU
160
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.557 ms | 0 - 42 MB | NPU
 
161
 
162
  ## License
163
  * The license for the original implementation of Midas-V2 can be found
 
14
  Midas is designed for estimating depth at each point in an image.
15
 
16
  This is based on the implementation of Midas-V2 found [here](https://github.com/isl-org/MiDaS).
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/midas) 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/midas/releases/v0.59.0/midas-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/midas/releases/v0.59.0/midas-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.59.0/midas-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.59.0/midas-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/midas/releases/v0.59.0/midas-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/midas/releases/v0.59.0/midas-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[Midas-V2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/midas)**.
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/v0.59.0/src/qai_hub_models/models/midas) 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 [Midas-V2 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/midas) 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
+ | Midas-V2 | ONNX | float | Snapdragon® X2 Elite | 1.314 ms | 2 - 2 MB | NPU
66
+ | Midas-V2 | ONNX | float | Snapdragon® X Elite | 2.774 ms | 36 - 36 MB | NPU
67
+ | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.932 ms | 0 - 198 MB | NPU
68
+ | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 6.48 ms | 1 - 199 MB | NPU
69
+ | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.725 ms | 0 - 72 MB | NPU
70
+ | Midas-V2 | ONNX | float | Qualcomm® QCS8450 | 6.48 ms | 1 - 199 MB | NPU
71
+ | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 3.652 ms | 1 - 4 MB | NPU
72
+ | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 2.774 ms | 36 - 36 MB | NPU
73
+ | Midas-V2 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 1.475 ms | 0 - 163 MB | NPU
74
+ | Midas-V2 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.475 ms | 0 - 163 MB | NPU
75
+ | Midas-V2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.26 ms | 0 - 164 MB | NPU
76
  | Midas-V2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.616 ms | 1 - 1 MB | NPU
77
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® X Elite | 1.332 ms | 19 - 19 MB | NPU
78
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.925 ms | 0 - 96 MB | NPU
79
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.838 ms | 0 - 96 MB | NPU
80
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.719 ms | 0 - 3 MB | NPU
81
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.327 ms | 0 - 22 MB | NPU
82
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.838 ms | 0 - 96 MB | NPU
83
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.824 ms | 0 - 3 MB | NPU
84
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.332 ms | 19 - 19 MB | NPU
85
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.761 ms | 0 - 59 MB | NPU
86
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.761 ms | 0 - 59 MB | NPU
87
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.656 ms | 0 - 61 MB | NPU
88
+ | Midas-V2 | QNN_DLC | float | Snapdragon® X2 Elite | 1.583 ms | 1 - 1 MB | NPU
89
+ | Midas-V2 | QNN_DLC | float | Snapdragon® X Elite | 3.273 ms | 1 - 1 MB | NPU
90
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.116 ms | 0 - 193 MB | NPU
91
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 6.838 ms | 0 - 192 MB | NPU
92
+ | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 12.104 ms | 1 - 158 MB | NPU
93
+ | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.033 ms | 0 - 5 MB | NPU
94
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA8775P | 4.242 ms | 1 - 160 MB | NPU
95
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA8650P | 4.242 ms | 1 - 160 MB | NPU
96
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA8255P | 4.242 ms | 1 - 160 MB | NPU
97
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8450 | 6.838 ms | 0 - 192 MB | NPU
98
+ | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 4.544 ms | 3 - 5 MB | NPU
99
+ | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 3.273 ms | 1 - 1 MB | NPU
100
+ | Midas-V2 | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 1.602 ms | 1 - 163 MB | NPU
101
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA7255P | 12.104 ms | 1 - 158 MB | NPU
102
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA8295P | 5.445 ms | 1 - 155 MB | NPU
103
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.602 ms | 1 - 163 MB | NPU
104
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.293 ms | 1 - 163 MB | NPU
105
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.728 ms | 0 - 0 MB | NPU
106
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.445 ms | 0 - 0 MB | NPU
107
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.925 ms | 0 - 86 MB | NPU
108
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.906 ms | 0 - 85 MB | NPU
109
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.633 ms | 0 - 2 MB | NPU
110
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 2.895 ms | 0 - 49 MB | NPU
111
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.322 ms | 0 - 2 MB | NPU
112
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.594 ms | 0 - 51 MB | NPU
113
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.594 ms | 0 - 51 MB | NPU
114
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.594 ms | 0 - 51 MB | NPU
115
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.906 ms | 0 - 85 MB | NPU
116
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.447 ms | 0 - 2 MB | NPU
117
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.445 ms | 0 - 0 MB | NPU
118
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 9.149 ms | 0 - 175 MB | NPU
119
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.606 ms | 0 - 172 MB | NPU
120
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.697 ms | 0 - 47 MB | NPU
121
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.895 ms | 0 - 49 MB | NPU
122
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.253 ms | 0 - 48 MB | NPU
123
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.697 ms | 0 - 47 MB | NPU
124
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.578 ms | 0 - 52 MB | NPU
125
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.606 ms | 0 - 172 MB | NPU
126
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.119 ms | 0 - 226 MB | NPU
127
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 6.809 ms | 0 - 215 MB | NPU
128
+ | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 12.149 ms | 0 - 172 MB | NPU
129
+ | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.027 ms | 0 - 2 MB | NPU
130
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8775P | 4.263 ms | 0 - 173 MB | NPU
131
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8650P | 4.263 ms | 0 - 173 MB | NPU
132
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8255P | 4.263 ms | 0 - 173 MB | NPU
133
+ | Midas-V2 | TFLITE | float | Qualcomm® QCS8450 | 6.809 ms | 0 - 215 MB | NPU
 
 
 
 
134
  | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 4.017 ms | 0 - 39 MB | NPU
135
+ | Midas-V2 | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 1.602 ms | 0 - 174 MB | NPU
136
+ | Midas-V2 | TFLITE | float | Qualcomm® SA7255P | 12.149 ms | 0 - 172 MB | NPU
137
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8295P | 5.486 ms | 0 - 162 MB | NPU
138
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.602 ms | 0 - 174 MB | NPU
139
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.299 ms | 0 - 175 MB | NPU
140
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.754 ms | 0 - 84 MB | NPU
141
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.598 ms | 0 - 84 MB | NPU
142
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 5.304 ms | 0 - 29 MB | NPU
143
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8275 | 2.508 ms | 0 - 46 MB | NPU
144
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.082 ms | 0 - 85 MB | NPU
145
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.374 ms | 0 - 50 MB | NPU
146
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.374 ms | 0 - 50 MB | NPU
147
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.374 ms | 0 - 50 MB | NPU
148
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.598 ms | 0 - 84 MB | NPU
149
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.223 ms | 0 - 20 MB | NPU
150
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 8.407 ms | 0 - 179 MB | NPU
151
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.377 ms | 0 - 169 MB | NPU
152
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.6 ms | 0 - 52 MB | NPU
153
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.508 ms | 0 - 46 MB | NPU
154
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8295P | 2.026 ms | 0 - 45 MB | NPU
155
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.6 ms | 0 - 52 MB | NPU
156
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.499 ms | 0 - 49 MB | NPU
157
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.377 ms | 0 - 169 MB | NPU
158
 
159
  ## License
160
  * The license for the original implementation of Midas-V2 can be found
release_assets.json CHANGED
@@ -1,51 +1,49 @@
1
  {
2
- "version": "0.58.0",
3
  "precisions": {
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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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- "litert": "1.4.4"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.58.0/midas-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/midas/releases/v0.58.0/midas-qnn_dlc-float.zip"
18
  },
19
- "onnx": {
20
  "tool_versions": {
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- "qairt": "2.45.0.260326154327",
22
- "onnx_runtime": "1.25.0"
23
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.58.0/midas-onnx-float.zip"
25
  }
26
  }
27
  },
28
  "w8a8": {
29
  "universal_assets": {
30
- "tflite": {
31
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.4"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.58.0/midas-tflite-w8a8.zip"
36
  },
37
  "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/midas/releases/v0.58.0/midas-qnn_dlc-w8a8.zip"
42
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- "onnx": {
44
  "tool_versions": {
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- "qairt": "2.45.0.260326154327",
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- "onnx_runtime": "1.25.0"
47
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.58.0/midas-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.59.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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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": "1.27.1"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.59.0/midas-onnx-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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.59.0/midas-qnn_dlc-float.zip"
18
  },
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+ "tflite": {
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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/midas/releases/v0.59.0/midas-tflite-float.zip"
24
  }
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  }
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  },
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  "w8a8": {
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  "universal_assets": {
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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": "1.27.1"
33
  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.59.0/midas-onnx-w8a8.zip"
35
  },
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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/midas/releases/v0.59.0/midas-qnn_dlc-w8a8.zip"
41
  },
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+ "tflite": {
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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/midas/releases/v0.59.0/midas-tflite-w8a8.zip"
47
  }
48
  }
49
  }