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Midas-V2

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v0.56.0

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

Files changed (2) hide show
  1. README.md +94 -86
  2. release_assets.json +11 -11
README.md CHANGED
@@ -27,12 +27,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/midas-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Midas-V2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/midas)**.
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@@ -62,88 +62,96 @@ 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® 8 Elite Gen 5 Mobile | 1.293 ms | 0 - 165 MB | NPU
66
- | Midas-V2 | ONNX | float | Snapdragon® X2 Elite | 1.312 ms | 211 - 211 MB | NPU
67
- | Midas-V2 | ONNX | float | Snapdragon® X Elite | 2.748 ms | 148 - 148 MB | NPU
68
- | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.923 ms | 1 - 201 MB | NPU
69
- | Midas-V2 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.766 ms | 0 - 42 MB | NPU
70
- | Midas-V2 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.481 ms | 0 - 163 MB | NPU
71
- | Midas-V2 | ONNX | float | Qualcomm® QCS9075 | 3.87 ms | 1 - 46 MB | NPU
72
- | Midas-V2 | ONNX | float | Qualcomm® QCS8750 | 1.481 ms | 0 - 163 MB | NPU
73
- | Midas-V2 | ONNX | float | Qualcomm® QCS7181 | 2.748 ms | 148 - 148 MB | NPU
74
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.634 ms | 0 - 61 MB | NPU
75
- | Midas-V2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.615 ms | 165 - 165 MB | NPU
76
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.913 ms | 0 - 99 MB | NPU
77
- | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.32 ms | 0 - 47 MB | NPU
78
- | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.742 ms | 0 - 58 MB | NPU
79
- | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.465 ms | 0 - 45 MB | NPU
80
- | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.742 ms | 0 - 58 MB | NPU
81
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.278 ms | 1 - 164 MB | NPU
82
- | Midas-V2 | QNN_DLC | float | Snapdragon® X2 Elite | 1.589 ms | 1 - 1 MB | NPU
83
- | Midas-V2 | QNN_DLC | float | Snapdragon® X Elite | 3.243 ms | 1 - 1 MB | NPU
84
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.126 ms | 0 - 192 MB | NPU
85
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8275 | 12.103 ms | 1 - 159 MB | NPU
86
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.048 ms | 0 - 8 MB | NPU
87
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8775P | 4.243 ms | 0 - 159 MB | NPU
88
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8650P | 4.243 ms | 0 - 159 MB | NPU
89
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8255P | 4.243 ms | 0 - 159 MB | NPU
90
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 6.82 ms | 0 - 192 MB | NPU
91
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA8295P | 5.47 ms | 1 - 154 MB | NPU
92
- | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.601 ms | 0 - 160 MB | NPU
93
- | Midas-V2 | QNN_DLC | float | Qualcomm® SA7255P | 12.103 ms | 1 - 159 MB | NPU
94
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS9075 | 4.461 ms | 1 - 3 MB | NPU
95
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8750 | 1.601 ms | 0 - 160 MB | NPU
96
- | Midas-V2 | QNN_DLC | float | Qualcomm® QCS7181 | 3.243 ms | 1 - 1 MB | NPU
97
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.569 ms | 0 - 50 MB | NPU
98
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.739 ms | 0 - 0 MB | NPU
99
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.441 ms | 0 - 0 MB | NPU
100
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.918 ms | 0 - 81 MB | NPU
101
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.082 ms | 0 - 2 MB | NPU
102
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.867 ms | 0 - 47 MB | NPU
103
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.319 ms | 0 - 11 MB | NPU
104
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.571 ms | 0 - 52 MB | NPU
105
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.571 ms | 0 - 52 MB | NPU
106
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.571 ms | 0 - 52 MB | NPU
107
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.867 ms | 0 - 47 MB | NPU
108
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.224 ms | 0 - 47 MB | NPU
109
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.584 ms | 0 - 172 MB | NPU
110
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 9.056 ms | 0 - 173 MB | NPU
111
- | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.659 ms | 0 - 50 MB | NPU
112
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.445 ms | 0 - 2 MB | NPU
113
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.856 ms | 0 - 85 MB | NPU
114
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.584 ms | 0 - 172 MB | NPU
115
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.659 ms | 0 - 50 MB | NPU
116
- | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.441 ms | 0 - 0 MB | NPU
117
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.279 ms | 0 - 174 MB | NPU
118
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.123 ms | 0 - 227 MB | NPU
119
- | Midas-V2 | TFLITE | float | Qualcomm® QCS8275 | 12.116 ms | 0 - 173 MB | NPU
120
- | Midas-V2 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.013 ms | 0 - 3 MB | NPU
121
- | Midas-V2 | TFLITE | float | Qualcomm® SA8775P | 4.282 ms | 0 - 174 MB | NPU
122
- | Midas-V2 | TFLITE | float | Qualcomm® SA8650P | 4.282 ms | 0 - 174 MB | NPU
123
- | Midas-V2 | TFLITE | float | Qualcomm® SA8255P | 4.282 ms | 0 - 174 MB | NPU
124
- | Midas-V2 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6.841 ms | 0 - 214 MB | NPU
125
- | Midas-V2 | TFLITE | float | Qualcomm® SA8295P | 5.467 ms | 0 - 155 MB | NPU
126
- | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.606 ms | 0 - 171 MB | NPU
127
- | Midas-V2 | TFLITE | float | Qualcomm® SA7255P | 12.116 ms | 0 - 173 MB | NPU
128
- | Midas-V2 | TFLITE | float | Qualcomm® QCS9075 | 4.386 ms | 0 - 39 MB | NPU
 
 
 
 
 
 
 
129
  | Midas-V2 | TFLITE | float | Qualcomm® QCS8750 | 1.606 ms | 0 - 171 MB | NPU
130
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.491 ms | 0 - 48 MB | NPU
131
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.749 ms | 0 - 78 MB | NPU
132
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.614 ms | 0 - 28 MB | NPU
133
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.49 ms | 0 - 44 MB | NPU
134
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.079 ms | 0 - 36 MB | NPU
135
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.352 ms | 0 - 48 MB | NPU
136
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.352 ms | 0 - 48 MB | NPU
137
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.352 ms | 0 - 48 MB | NPU
138
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.49 ms | 0 - 44 MB | NPU
139
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.952 ms | 0 - 43 MB | NPU
140
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.34 ms | 0 - 167 MB | NPU
141
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCM6690 | 8.343 ms | 0 - 171 MB | NPU
142
- | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.555 ms | 0 - 46 MB | NPU
143
  | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.174 ms | 0 - 20 MB | NPU
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- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.596 ms | 0 - 77 MB | NPU
145
- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.34 ms | 0 - 167 MB | NPU
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- | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.555 ms | 0 - 46 MB | NPU
 
 
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148
  ## License
149
  * The license for the original implementation of Midas-V2 can be found
 
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28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/midas-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/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
 
 
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 | 212 - 212 MB | NPU
66
+ | Midas-V2 | ONNX | float | Snapdragon® X Elite | 2.771 ms | 148 - 148 MB | NPU
67
+ | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.924 ms | 0 - 186 MB | NPU
68
+ | Midas-V2 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 6.487 ms | 1 - 186 MB | NPU
69
+ | Midas-V2 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.726 ms | 1 - 56 MB | NPU
70
+ | Midas-V2 | ONNX | float | Qualcomm® QCS8450 | 6.487 ms | 1 - 186 MB | NPU
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+ | Midas-V2 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.469 ms | 0 - 160 MB | NPU
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+ | Midas-V2 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.243 ms | 1 - 162 MB | NPU
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+ | Midas-V2 | ONNX | float | Qualcomm® QCS9075 | 4.042 ms | 1 - 47 MB | NPU
74
+ | Midas-V2 | ONNX | float | Qualcomm® QCS8750 | 1.469 ms | 0 - 160 MB | NPU
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+ | Midas-V2 | ONNX | float | Qualcomm® QCS7181 | 2.771 ms | 148 - 148 MB | NPU
76
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.616 ms | 213 - 213 MB | NPU
77
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® X Elite | 1.323 ms | 149 - 149 MB | NPU
78
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.907 ms | 0 - 84 MB | NPU
79
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.838 ms | 0 - 84 MB | NPU
80
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS6490 | 4.117 ms | 0 - 45 MB | NPU
81
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.326 ms | 0 - 31 MB | NPU
82
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.838 ms | 0 - 84 MB | NPU
83
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.642 ms | 0 - 55 MB | NPU
84
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.599 ms | 0 - 177 MB | NPU
85
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCM6690 | 8.623 ms | 0 - 181 MB | NPU
86
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.463 ms | 0 - 45 MB | NPU
87
+ | Midas-V2 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.715 ms | 0 - 60 MB | NPU
88
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS7790 | 1.599 ms | 0 - 177 MB | NPU
89
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.715 ms | 0 - 60 MB | NPU
90
+ | Midas-V2 | ONNX | w8a8 | Qualcomm® QCS7181 | 1.323 ms | 149 - 149 MB | NPU
91
+ | Midas-V2 | QNN_DLC | float | Snapdragon® X2 Elite | 1.58 ms | 1 - 1 MB | NPU
92
+ | Midas-V2 | QNN_DLC | float | Snapdragon® X Elite | 3.31 ms | 1 - 1 MB | NPU
93
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.114 ms | 0 - 191 MB | NPU
94
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 6.825 ms | 0 - 193 MB | NPU
95
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8275 | 12.08 ms | 1 - 158 MB | NPU
96
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.024 ms | 1 - 3 MB | NPU
97
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8450 | 6.825 ms | 0 - 193 MB | NPU
98
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.6 ms | 0 - 159 MB | NPU
99
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA8295P | 5.443 ms | 1 - 155 MB | NPU
100
+ | Midas-V2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.284 ms | 1 - 165 MB | NPU
101
+ | Midas-V2 | QNN_DLC | float | Qualcomm® SA7255P | 12.08 ms | 1 - 158 MB | NPU
102
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS9075 | 4.46 ms | 1 - 3 MB | NPU
103
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS8750 | 1.6 ms | 0 - 159 MB | NPU
104
+ | Midas-V2 | QNN_DLC | float | Qualcomm® QCS7181 | 3.31 ms | 1 - 1 MB | NPU
105
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.724 ms | 0 - 0 MB | NPU
106
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.456 ms | 0 - 0 MB | NPU
107
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.92 ms | 0 - 81 MB | NPU
108
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.874 ms | 0 - 84 MB | NPU
109
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.065 ms | 2 - 4 MB | NPU
110
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.844 ms | 0 - 47 MB | NPU
111
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.321 ms | 0 - 3 MB | NPU
112
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.874 ms | 0 - 84 MB | NPU
113
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.579 ms | 0 - 50 MB | NPU
114
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.572 ms | 0 - 171 MB | NPU
115
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 9.053 ms | 2 - 176 MB | NPU
116
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.439 ms | 0 - 2 MB | NPU
117
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.844 ms | 0 - 47 MB | NPU
118
+ | Midas-V2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.654 ms | 0 - 46 MB | NPU
119
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.24 ms | 0 - 47 MB | NPU
120
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.572 ms | 0 - 171 MB | NPU
121
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.654 ms | 0 - 46 MB | NPU
122
+ | Midas-V2 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.456 ms | 0 - 0 MB | NPU
123
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.109 ms | 0 - 226 MB | NPU
124
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 6.828 ms | 0 - 215 MB | NPU
125
+ | Midas-V2 | TFLITE | float | Qualcomm® QCS8275 | 12.14 ms | 0 - 173 MB | NPU
126
+ | Midas-V2 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.014 ms | 0 - 3 MB | NPU
127
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8775P | 22.047 ms | 0 - 32 MB | GPU
128
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8650P | 22.047 ms | 0 - 32 MB | GPU
129
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8255P | 22.047 ms | 0 - 32 MB | GPU
130
+ | Midas-V2 | TFLITE | float | Qualcomm® QCS8450 | 6.828 ms | 0 - 215 MB | NPU
131
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.606 ms | 0 - 171 MB | NPU
132
+ | Midas-V2 | TFLITE | float | Qualcomm® SA8295P | 5.49 ms | 0 - 162 MB | NPU
133
+ | Midas-V2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.282 ms | 0 - 177 MB | NPU
134
+ | Midas-V2 | TFLITE | float | Qualcomm® SA7255P | 12.14 ms | 0 - 173 MB | NPU
135
+ | Midas-V2 | TFLITE | float | Qualcomm® QCS9075 | 4.391 ms | 0 - 39 MB | NPU
136
  | Midas-V2 | TFLITE | float | Qualcomm® QCS8750 | 1.606 ms | 0 - 171 MB | NPU
137
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.744 ms | 0 - 77 MB | NPU
138
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.595 ms | 0 - 82 MB | NPU
139
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.647 ms | 0 - 28 MB | NPU
140
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.46 ms | 0 - 44 MB | NPU
141
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.061 ms | 0 - 4 MB | NPU
142
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8775P | 22.388 ms | 1 - 32 MB | GPU
143
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8650P | 22.388 ms | 1 - 32 MB | GPU
144
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8255P | 22.388 ms | 1 - 32 MB | GPU
145
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.595 ms | 0 - 82 MB | NPU
146
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.493 ms | 0 - 44 MB | NPU
147
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.344 ms | 0 - 168 MB | NPU
148
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCM6690 | 8.211 ms | 0 - 171 MB | NPU
 
149
  | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.174 ms | 0 - 20 MB | NPU
150
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.46 ms | 0 - 44 MB | NPU
151
+ | Midas-V2 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.554 ms | 0 - 49 MB | NPU
152
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.964 ms | 0 - 43 MB | NPU
153
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.344 ms | 0 - 168 MB | NPU
154
+ | Midas-V2 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.554 ms | 0 - 49 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of Midas-V2 can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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- "litert": "1.4.3"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-tflite-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/midas/releases/v0.55.0/midas-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
- "litert": "1.4.3"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.25.0"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.55.0/midas-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/midas-tflite-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/midas/releases/v0.56.0/midas-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
+ "qairt": "2.45.0.260326154327",
22
  "onnx_runtime": "1.25.0"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/midas-onnx-float.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.4"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/midas-tflite-w8a8.zip"
36
  },
37
  "qnn_dlc": {
38
  "tool_versions": {
39
  "qairt": "2.45.0.260326154327"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/midas-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
+ "qairt": "2.45.0.260326154327",
46
  "onnx_runtime": "1.25.0"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/midas/releases/v0.56.0/midas-onnx-w8a8.zip"
49
  }
50
  }
51
  }