Hugging Face's logo

qualcomm
/
HRNetPose

Keypoint Detection
PyTorch
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
0d3219f
·
verified ·
1 Parent(s): 4f540e5

v0.56.0

Browse files

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

Files changed (2) hide show
  1. README.md +131 -127
  2. release_assets.json +22 -22
README.md CHANGED
@@ -28,14 +28,14 @@ Below are pre-exported model assets ready for deployment.
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | 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/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-float.zip)
32
- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-w8a16.zip)
33
- | 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/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-w8a8.zip)
34
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-qnn_dlc-float.zip)
35
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-qnn_dlc-w8a16.zip)
36
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-qnn_dlc-w8a8.zip)
37
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-tflite-float.zip)
38
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[HRNetPose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_pose)**.
41
 
@@ -65,125 +65,129 @@ See our repository for [HRNetPose on GitHub](https://github.com/qualcomm/ai-hub-
65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
- | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.218 ms | 1 - 90 MB | NPU
69
- | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.324 ms | 212 - 212 MB | NPU
70
- | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.399 ms | 148 - 148 MB | NPU
71
- | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.86 ms | 1 - 148 MB | NPU
72
- | HRNetPose | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.476 ms | 0 - 92 MB | NPU
73
- | HRNetPose | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.499 ms | 0 - 87 MB | NPU
74
- | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 3.914 ms | 1 - 46 MB | NPU
75
- | HRNetPose | ONNX | float | Qualcomm® QCS8750 | 1.499 ms | 0 - 87 MB | NPU
76
- | HRNetPose | ONNX | float | Qualcomm® QCS7181 | 2.399 ms | 148 - 148 MB | NPU
77
- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.787 ms | 0 - 136 MB | NPU
78
- | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.009 ms | 212 - 212 MB | NPU
79
- | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.762 ms | 149 - 149 MB | NPU
80
- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.275 ms | 0 - 208 MB | NPU
81
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 486.005 ms | 31 - 36 MB | CPU
82
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.719 ms | 0 - 253 MB | NPU
83
- | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 214.895 ms | 27 - 42 MB | CPU
84
- | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.97 ms | 0 - 135 MB | NPU
85
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 221.971 ms | 30 - 49 MB | CPU
86
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 2.021 ms | 0 - 45 MB | NPU
87
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS7790 | 214.895 ms | 27 - 42 MB | CPU
88
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8750 | 0.97 ms | 0 - 135 MB | NPU
89
- | HRNetPose | ONNX | w8a16 | Qualcomm® QCS7181 | 1.762 ms | 149 - 149 MB | NPU
90
- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.649 ms | 0 - 127 MB | NPU
91
- | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.116 ms | 149 - 149 MB | NPU
92
- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.845 ms | 0 - 190 MB | NPU
93
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS6490 | 88.813 ms | 8 - 69 MB | CPU
94
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.137 ms | 0 - 47 MB | NPU
95
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.335 ms | 0 - 45 MB | NPU
96
- | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 58.333 ms | 9 - 31 MB | CPU
97
- | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.724 ms | 0 - 125 MB | NPU
98
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 60.682 ms | 9 - 36 MB | CPU
99
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS7790 | 58.333 ms | 9 - 31 MB | CPU
100
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8750 | 0.724 ms | 0 - 125 MB | NPU
101
- | HRNetPose | ONNX | w8a8 | Qualcomm® QCS7181 | 1.116 ms | 149 - 149 MB | NPU
102
- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.258 ms | 1 - 76 MB | NPU
103
- | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.974 ms | 1 - 1 MB | NPU
104
- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.991 ms | 1 - 117 MB | NPU
105
- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 | 14.154 ms | 1 - 73 MB | NPU
106
- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.733 ms | 1 - 2 MB | NPU
107
- | HRNetPose | QNN_DLC | float | Qualcomm® SA8775P | 4.318 ms | 1 - 75 MB | NPU
108
- | HRNetPose | QNN_DLC | float | Qualcomm® SA8650P | 4.318 ms | 1 - 75 MB | NPU
109
- | HRNetPose | QNN_DLC | float | Qualcomm® SA8255P | 4.318 ms | 1 - 75 MB | NPU
110
- | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.566 ms | 0 - 73 MB | NPU
111
- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.021 ms | 0 - 102 MB | NPU
112
- | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.154 ms | 1 - 73 MB | NPU
113
- | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.113 ms | 1 - 3 MB | NPU
114
- | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.588 ms | 1 - 61 MB | NPU
115
- | HRNetPose | QNN_DLC | float | Qualcomm® QCS8750 | 1.566 ms | 0 - 73 MB | NPU
116
- | HRNetPose | QNN_DLC | float | Qualcomm® QCS7181 | 2.974 ms | 1 - 1 MB | NPU
117
- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.81 ms | 0 - 101 MB | NPU
118
- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.297 ms | 0 - 0 MB | NPU
119
- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.11 ms | 0 - 0 MB | NPU
120
- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.385 ms | 0 - 145 MB | NPU
121
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.543 ms | 0 - 2 MB | NPU
122
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 5.168 ms | 0 - 99 MB | NPU
123
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.909 ms | 0 - 167 MB | NPU
124
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8775P | 2.262 ms | 0 - 103 MB | NPU
125
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8650P | 2.262 ms | 0 - 103 MB | NPU
126
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8255P | 2.262 ms | 0 - 103 MB | NPU
127
- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.526 ms | 0 - 100 MB | NPU
128
- | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.999 ms | 0 - 100 MB | NPU
129
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 21.525 ms | 0 - 218 MB | NPU
130
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.168 ms | 0 - 99 MB | NPU
131
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.066 ms | 0 - 98 MB | NPU
132
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.183 ms | 0 - 2 MB | NPU
133
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 2.705 ms | 0 - 147 MB | NPU
134
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 2.526 ms | 0 - 100 MB | NPU
135
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.999 ms | 0 - 100 MB | NPU
136
- | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 2.11 ms | 0 - 0 MB | NPU
137
- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.565 ms | 0 - 95 MB | NPU
138
- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.676 ms | 0 - 0 MB | NPU
139
- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.236 ms | 0 - 0 MB | NPU
140
- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.828 ms | 0 - 134 MB | NPU
141
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.639 ms | 0 - 2 MB | NPU
142
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.819 ms | 0 - 90 MB | NPU
143
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.14 ms | 0 - 2 MB | NPU
144
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.496 ms | 0 - 92 MB | NPU
145
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.496 ms | 0 - 92 MB | NPU
146
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.496 ms | 0 - 92 MB | NPU
147
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.28 ms | 0 - 2 MB | NPU
148
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.717 ms | 0 - 135 MB | NPU
149
- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.511 ms | 0 - 89 MB | NPU
150
- | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.642 ms | 0 - 92 MB | NPU
151
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.438 ms | 0 - 214 MB | NPU
152
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.956 ms | 0 - 88 MB | NPU
153
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.819 ms | 0 - 90 MB | NPU
154
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.511 ms | 0 - 89 MB | NPU
155
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.642 ms | 0 - 92 MB | NPU
156
- | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.236 ms | 0 - 0 MB | NPU
157
- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.273 ms | 0 - 114 MB | NPU
158
- | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.99 ms | 0 - 182 MB | NPU
159
- | HRNetPose | TFLITE | float | Qualcomm® QCS8275 | 14.164 ms | 0 - 112 MB | NPU
160
- | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.777 ms | 0 - 2 MB | NPU
161
- | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 4.332 ms | 0 - 114 MB | NPU
162
- | HRNetPose | TFLITE | float | Qualcomm® SA8650P | 4.332 ms | 0 - 114 MB | NPU
163
- | HRNetPose | TFLITE | float | Qualcomm® SA8255P | 4.332 ms | 0 - 114 MB | NPU
164
- | HRNetPose | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.553 ms | 0 - 113 MB | NPU
165
- | HRNetPose | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.035 ms | 0 - 174 MB | NPU
166
- | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.164 ms | 0 - 112 MB | NPU
167
- | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.131 ms | 0 - 58 MB | NPU
168
- | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.644 ms | 0 - 101 MB | NPU
169
- | HRNetPose | TFLITE | float | Qualcomm® QCS8750 | 1.553 ms | 0 - 113 MB | NPU
170
- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.511 ms | 0 - 91 MB | NPU
171
- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.724 ms | 0 - 142 MB | NPU
172
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.477 ms | 0 - 30 MB | NPU
173
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.569 ms | 0 - 87 MB | NPU
174
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.985 ms | 0 - 11 MB | NPU
175
- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 1.351 ms | 0 - 89 MB | NPU
176
- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8650P | 1.351 ms | 0 - 89 MB | NPU
177
- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8255P | 1.351 ms | 0 - 89 MB | NPU
178
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.071 ms | 0 - 30 MB | NPU
179
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.528 ms | 0 - 142 MB | NPU
180
- | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.358 ms | 0 - 85 MB | NPU
181
- | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.595 ms | 0 - 88 MB | NPU
182
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.627 ms | 0 - 206 MB | NPU
183
- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.759 ms | 0 - 85 MB | NPU
184
- | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.569 ms | 0 - 87 MB | NPU
185
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.358 ms | 0 - 85 MB | NPU
186
- | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.595 ms | 0 - 88 MB | NPU
 
 
 
 
187
 
188
  ## License
189
  * The license for the original implementation of HRNetPose can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/hrnet_pose/releases/v0.56.0/hrnet_pose-onnx-float.zip)
32
+ | 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/hrnet_pose/releases/v0.56.0/hrnet_pose-onnx-w8a16.zip)
33
+ | 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/hrnet_pose/releases/v0.56.0/hrnet_pose-onnx-w8a8.zip)
34
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-qnn_dlc-float.zip)
35
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-qnn_dlc-w8a16.zip)
36
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-qnn_dlc-w8a8.zip)
37
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-tflite-float.zip)
38
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-tflite-w8a8.zip)
39
 
40
  For more device-specific assets and performance metrics, visit **[HRNetPose on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/hrnet_pose)**.
41
 
 
65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | HRNetPose | ONNX | float | Snapdragon® X2 Elite | 1.321 ms | 212 - 212 MB | NPU
69
+ | HRNetPose | ONNX | float | Snapdragon® X Elite | 2.428 ms | 148 - 148 MB | NPU
70
+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.846 ms | 1 - 131 MB | NPU
71
+ | HRNetPose | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 4.322 ms | 1 - 120 MB | NPU
72
+ | HRNetPose | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.484 ms | 1 - 4 MB | NPU
73
+ | HRNetPose | ONNX | float | Qualcomm® QCS8450 | 4.322 ms | 1 - 120 MB | NPU
74
+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Mobile | 1.449 ms | 0 - 86 MB | NPU
75
+ | HRNetPose | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.241 ms | 0 - 84 MB | NPU
76
+ | HRNetPose | ONNX | float | Qualcomm® QCS9075 | 3.895 ms | 1 - 46 MB | NPU
77
+ | HRNetPose | ONNX | float | Qualcomm® QCS8750 | 1.449 ms | 0 - 86 MB | NPU
78
+ | HRNetPose | ONNX | float | Qualcomm® QCS7181 | 2.428 ms | 148 - 148 MB | NPU
79
+ | HRNetPose | ONNX | w8a16 | Snapdragon® X2 Elite | 1.007 ms | 213 - 213 MB | NPU
80
+ | HRNetPose | ONNX | w8a16 | Snapdragon® X Elite | 1.753 ms | 149 - 149 MB | NPU
81
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.23 ms | 0 - 189 MB | NPU
82
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.458 ms | 0 - 192 MB | NPU
83
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS6490 | 6.206 ms | 0 - 46 MB | NPU
84
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.718 ms | 0 - 4 MB | NPU
85
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8450 | 2.458 ms | 0 - 192 MB | NPU
86
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.799 ms | 0 - 131 MB | NPU
87
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.973 ms | 0 - 133 MB | NPU
88
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS9075 | 1.984 ms | 0 - 45 MB | NPU
89
+ | HRNetPose | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.328 ms | 0 - 132 MB | NPU
90
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCM6690 | 18.986 ms | 0 - 248 MB | NPU
91
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS7790 | 2.328 ms | 0 - 132 MB | NPU
92
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS8750 | 0.973 ms | 0 - 133 MB | NPU
93
+ | HRNetPose | ONNX | w8a16 | Qualcomm® QCS7181 | 1.753 ms | 149 - 149 MB | NPU
94
+ | HRNetPose | ONNX | w8a8 | Snapdragon® X2 Elite | 0.568 ms | 213 - 213 MB | NPU
95
+ | HRNetPose | ONNX | w8a8 | Snapdragon® X Elite | 1.117 ms | 149 - 149 MB | NPU
96
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.861 ms | 0 - 178 MB | NPU
97
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.737 ms | 0 - 179 MB | NPU
98
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS6490 | 3.403 ms | 0 - 45 MB | NPU
99
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.14 ms | 0 - 31 MB | NPU
100
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8450 | 1.737 ms | 0 - 179 MB | NPU
101
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS9075 | 1.302 ms | 0 - 45 MB | NPU
102
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCM6690 | 10.44 ms | 0 - 236 MB | NPU
103
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.495 ms | 0 - 122 MB | NPU
104
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.637 ms | 0 - 122 MB | NPU
105
+ | HRNetPose | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.728 ms | 0 - 126 MB | NPU
106
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS7790 | 1.495 ms | 0 - 122 MB | NPU
107
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS8750 | 0.728 ms | 0 - 126 MB | NPU
108
+ | HRNetPose | ONNX | w8a8 | Qualcomm® QCS7181 | 1.117 ms | 149 - 149 MB | NPU
109
+ | HRNetPose | QNN_DLC | float | Snapdragon® X2 Elite | 1.619 ms | 1 - 1 MB | NPU
110
+ | HRNetPose | QNN_DLC | float | Snapdragon® X Elite | 2.963 ms | 1 - 1 MB | NPU
111
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.98 ms | 0 - 116 MB | NPU
112
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 5.016 ms | 0 - 102 MB | NPU
113
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8275 | 14.172 ms | 1 - 73 MB | NPU
114
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.773 ms | 1 - 172 MB | NPU
115
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8450 | 5.016 ms | 0 - 102 MB | NPU
116
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.567 ms | 0 - 73 MB | NPU
117
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA7255P | 14.172 ms | 1 - 73 MB | NPU
118
+ | HRNetPose | QNN_DLC | float | Qualcomm® SA8295P | 4.596 ms | 1 - 61 MB | NPU
119
+ | HRNetPose | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.278 ms | 1 - 76 MB | NPU
120
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS9075 | 4.118 ms | 1 - 3 MB | NPU
121
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS8750 | 1.567 ms | 0 - 73 MB | NPU
122
+ | HRNetPose | QNN_DLC | float | Qualcomm® QCS7181 | 2.963 ms | 1 - 1 MB | NPU
123
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.3 ms | 0 - 0 MB | NPU
124
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® X Elite | 2.091 ms | 0 - 0 MB | NPU
125
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.393 ms | 0 - 147 MB | NPU
126
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 2.708 ms | 0 - 148 MB | NPU
127
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 6.672 ms | 0 - 2 MB | NPU
128
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 5.164 ms | 0 - 99 MB | NPU
129
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.881 ms | 0 - 2 MB | NPU
130
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 2.708 ms | 0 - 148 MB | NPU
131
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.823 ms | 0 - 101 MB | NPU
132
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.998 ms | 0 - 100 MB | NPU
133
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 2.184 ms | 2 - 4 MB | NPU
134
+ | HRNetPose | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 2.535 ms | 0 - 100 MB | NPU
135
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 19.84 ms | 0 - 217 MB | NPU
136
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA8295P | 3.065 ms | 0 - 98 MB | NPU
137
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® SA7255P | 5.164 ms | 0 - 99 MB | NPU
138
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 2.535 ms | 0 - 100 MB | NPU
139
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 0.998 ms | 0 - 100 MB | NPU
140
+ | HRNetPose | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 2.091 ms | 0 - 0 MB | NPU
141
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.682 ms | 0 - 0 MB | NPU
142
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.246 ms | 0 - 0 MB | NPU
143
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.824 ms | 0 - 134 MB | NPU
144
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.735 ms | 0 - 137 MB | NPU
145
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.711 ms | 0 - 2 MB | NPU
146
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.884 ms | 0 - 90 MB | NPU
147
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.12 ms | 0 - 111 MB | NPU
148
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.735 ms | 0 - 137 MB | NPU
149
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.273 ms | 0 - 2 MB | NPU
150
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.884 ms | 0 - 90 MB | NPU
151
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.26 ms | 0 - 213 MB | NPU
152
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.508 ms | 0 - 89 MB | NPU
153
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.964 ms | 0 - 88 MB | NPU
154
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.568 ms | 0 - 95 MB | NPU
155
+ | HRNetPose | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.641 ms | 0 - 95 MB | NPU
156
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.508 ms | 0 - 89 MB | NPU
157
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.641 ms | 0 - 95 MB | NPU
158
+ | HRNetPose | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 1.246 ms | 0 - 0 MB | NPU
159
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.98 ms | 0 - 180 MB | NPU
160
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 5.02 ms | 0 - 174 MB | NPU
161
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8275 | 14.139 ms | 0 - 112 MB | NPU
162
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.73 ms | 0 - 2 MB | NPU
163
+ | HRNetPose | TFLITE | float | Qualcomm® SA8775P | 55.36 ms | 1 - 34 MB | GPU
164
+ | HRNetPose | TFLITE | float | Qualcomm® SA8650P | 55.36 ms | 1 - 34 MB | GPU
165
+ | HRNetPose | TFLITE | float | Qualcomm® SA8255P | 55.36 ms | 1 - 34 MB | GPU
166
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8450 | 5.02 ms | 0 - 174 MB | NPU
167
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.545 ms | 0 - 112 MB | NPU
168
+ | HRNetPose | TFLITE | float | Qualcomm® SA7255P | 14.139 ms | 0 - 112 MB | NPU
169
+ | HRNetPose | TFLITE | float | Qualcomm® SA8295P | 4.646 ms | 0 - 103 MB | NPU
170
+ | HRNetPose | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.284 ms | 0 - 116 MB | NPU
171
+ | HRNetPose | TFLITE | float | Qualcomm® QCS9075 | 4.128 ms | 0 - 58 MB | NPU
172
+ | HRNetPose | TFLITE | float | Qualcomm® QCS8750 | 1.545 ms | 0 - 112 MB | NPU
173
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.713 ms | 0 - 143 MB | NPU
174
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.505 ms | 0 - 142 MB | NPU
175
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.471 ms | 0 - 30 MB | NPU
176
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.6 ms | 0 - 86 MB | NPU
177
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.951 ms | 0 - 3 MB | NPU
178
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8775P | 52.651 ms | 1 - 44 MB | GPU
179
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8650P | 52.651 ms | 1 - 44 MB | GPU
180
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8255P | 52.651 ms | 1 - 44 MB | GPU
181
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.505 ms | 0 - 142 MB | NPU
182
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.08 ms | 0 - 30 MB | NPU
183
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA7255P | 2.6 ms | 0 - 86 MB | NPU
184
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCM6690 | 9.542 ms | 0 - 204 MB | NPU
185
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.359 ms | 0 - 86 MB | NPU
186
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® SA8295P | 1.78 ms | 0 - 85 MB | NPU
187
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.509 ms | 0 - 91 MB | NPU
188
+ | HRNetPose | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.58 ms | 0 - 89 MB | NPU
189
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.359 ms | 0 - 86 MB | NPU
190
+ | HRNetPose | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.58 ms | 0 - 89 MB | NPU
191
 
192
  ## License
193
  * The license for the original implementation of HRNetPose can be found
release_assets.json CHANGED
@@ -1,68 +1,68 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
- "w8a16": {
5
  "universal_assets": {
 
 
 
 
 
 
 
6
  "qnn_dlc": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
- "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.25.0"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
- "w8a8": {
22
  "universal_assets": {
23
- "tflite": {
24
- "tool_versions": {
25
- "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.3"
27
- },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-tflite-w8a8.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/hrnet_pose/releases/v0.55.0/hrnet_pose-qnn_dlc-w8a8.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.25.0"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-w8a8.zip"
42
  }
43
  }
44
  },
45
- "float": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
- "litert": "1.4.3"
51
  },
52
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-tflite-float.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-qnn_dlc-float.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
- "qairt": "2.42.0.251225135753_193295",
63
  "onnx_runtime": "1.25.0"
64
  },
65
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.55.0/hrnet_pose-onnx-float.zip"
66
  }
67
  }
68
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
+ "float": {
5
  "universal_assets": {
6
+ "tflite": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.4"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-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/hrnet_pose/releases/v0.56.0/hrnet_pose-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/hrnet_pose/releases/v0.56.0/hrnet_pose-onnx-float.zip"
25
  }
26
  }
27
  },
28
+ "w8a16": {
29
  "universal_assets": {
 
 
 
 
 
 
 
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/hrnet_pose/releases/v0.56.0/hrnet_pose-qnn_dlc-w8a16.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/hrnet_pose/releases/v0.56.0/hrnet_pose-onnx-w8a16.zip"
42
  }
43
  }
44
  },
45
+ "w8a8": {
46
  "universal_assets": {
47
  "tflite": {
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327",
50
+ "litert": "1.4.4"
51
  },
52
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-tflite-w8a8.zip"
53
  },
54
  "qnn_dlc": {
55
  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
+ "qairt": "2.45.0.260326154327",
63
  "onnx_runtime": "1.25.0"
64
  },
65
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/hrnet_pose/releases/v0.56.0/hrnet_pose-onnx-w8a8.zip"
66
  }
67
  }
68
  }