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PidNet

Image Segmentation
PyTorch
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android
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v0.51.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +57 -70
  2. release_assets.json +47 -1
README.md CHANGED
@@ -28,12 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PidNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pidnet)**.
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@@ -65,70 +64,58 @@ See our repository for [PidNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
- | PidNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.164 ms | 31 - 299 MB | NPU
69
- | PidNet | ONNX | float | Snapdragon® X2 Elite | 12.927 ms | 22 - 22 MB | NPU
70
- | PidNet | ONNX | float | Snapdragon® X Elite | 32.82 ms | 24 - 24 MB | NPU
71
- | PidNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 22.949 ms | 32 - 349 MB | NPU
72
- | PidNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.516 ms | 24 - 26 MB | NPU
73
- | PidNet | ONNX | float | Qualcomm® QCS9075 | 47.406 ms | 24 - 51 MB | NPU
74
- | PidNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 16.324 ms | 6 - 225 MB | NPU
75
- | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.924 ms | 94 - 327 MB | NPU
76
- | PidNet | ONNX | w8a8 | Snapdragon® X2 Elite | 45.18 ms | 133 - 133 MB | NPU
77
- | PidNet | ONNX | w8a8 | Snapdragon® X Elite | 62.602 ms | 131 - 131 MB | NPU
78
- | PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 45.704 ms | 107 - 381 MB | NPU
79
- | PidNet | ONNX | w8a8 | Qualcomm® QCS6490 | 388.418 ms | 197 - 215 MB | CPU
80
- | PidNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 59.488 ms | 97 - 104 MB | NPU
81
- | PidNet | ONNX | w8a8 | Qualcomm® QCS9075 | 64.586 ms | 100 - 103 MB | NPU
82
- | PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 346.538 ms | 129 - 138 MB | CPU
83
- | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 44.51 ms | 101 - 319 MB | NPU
84
- | PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 327.615 ms | 134 - 143 MB | CPU
85
- | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 11.942 ms | 24 - 296 MB | NPU
86
- | PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.424 ms | 24 - 24 MB | NPU
87
- | PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.874 ms | 24 - 24 MB | NPU
88
- | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.702 ms | 18 - 337 MB | NPU
89
- | PidNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 118.298 ms | 24 - 246 MB | NPU
90
- | PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.675 ms | 24 - 26 MB | NPU
91
- | PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.714 ms | 24 - 247 MB | NPU
92
- | PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 61.699 ms | 24 - 52 MB | NPU
93
- | PidNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 76.751 ms | 5 - 334 MB | NPU
94
- | PidNet | QNN_DLC | float | Qualcomm® SA7255P | 118.298 ms | 24 - 246 MB | NPU
95
- | PidNet | QNN_DLC | float | Qualcomm® SA8295P | 51.765 ms | 24 - 260 MB | NPU
96
- | PidNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.276 ms | 21 - 266 MB | NPU
97
- | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 47.613 ms | 6 - 270 MB | NPU
98
- | PidNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 48.386 ms | 6 - 6 MB | NPU
99
- | PidNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 60.352 ms | 6 - 6 MB | NPU
100
- | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 43.153 ms | 6 - 272 MB | NPU
101
- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 111.214 ms | 6 - 218 MB | NPU
102
- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 57.898 ms | 6 - 8 MB | NPU
103
- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8775P | 58.479 ms | 6 - 218 MB | NPU
104
- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 61.958 ms | 6 - 14 MB | NPU
105
- | PidNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 63.925 ms | 6 - 274 MB | NPU
106
- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA7255P | 111.214 ms | 6 - 218 MB | NPU
107
- | PidNet | QNN_DLC | w8a8 | Qualcomm® SA8295P | 66.474 ms | 6 - 220 MB | NPU
108
- | PidNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 41.463 ms | 6 - 241 MB | NPU
109
- | PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.705 ms | 2 - 272 MB | NPU
110
- | PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 24.882 ms | 1 - 334 MB | NPU
111
- | PidNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 117.12 ms | 3 - 232 MB | NPU
112
- | PidNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 35.77 ms | 0 - 2 MB | NPU
113
- | PidNet | TFLITE | float | Qualcomm® SA8775P | 45.274 ms | 2 - 233 MB | NPU
114
- | PidNet | TFLITE | float | Qualcomm® QCS9075 | 59.677 ms | 0 - 45 MB | NPU
115
- | PidNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 76.026 ms | 2 - 350 MB | NPU
116
- | PidNet | TFLITE | float | Qualcomm® SA7255P | 117.12 ms | 3 - 232 MB | NPU
117
- | PidNet | TFLITE | float | Qualcomm® SA8295P | 50.659 ms | 2 - 250 MB | NPU
118
- | PidNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.96 ms | 1 - 258 MB | NPU
119
- | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 40.653 ms | 1 - 265 MB | NPU
120
- | PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 38.135 ms | 0 - 266 MB | NPU
121
- | PidNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 210.57 ms | 2 - 72 MB | NPU
122
- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 98.263 ms | 1 - 212 MB | NPU
123
- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 50.321 ms | 1 - 2 MB | NPU
124
- | PidNet | TFLITE | w8a8 | Qualcomm® SA8775P | 50.963 ms | 1 - 212 MB | NPU
125
- | PidNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 53.14 ms | 0 - 16 MB | NPU
126
- | PidNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 238.856 ms | 3 - 198 MB | NPU
127
- | PidNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.319 ms | 0 - 267 MB | NPU
128
- | PidNet | TFLITE | w8a8 | Qualcomm® SA7255P | 98.263 ms | 1 - 212 MB | NPU
129
- | PidNet | TFLITE | w8a8 | Qualcomm® SA8295P | 57.97 ms | 1 - 215 MB | NPU
130
- | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 38.265 ms | 1 - 237 MB | NPU
131
- | PidNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 66.782 ms | 3 - 222 MB | NPU
132
 
133
  ## License
134
  * The license for the original implementation of PidNet can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-qnn_dlc-float.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-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/pidnet/releases/v0.51.0/pidnet-tflite-w8a8.zip)
 
36
 
37
  For more device-specific assets and performance metrics, visit **[PidNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pidnet)**.
38
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | PidNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.147 ms | 30 - 298 MB | NPU
68
+ | PidNet | ONNX | float | Snapdragon® X2 Elite | 13.032 ms | 22 - 22 MB | NPU
69
+ | PidNet | ONNX | float | Snapdragon® X Elite | 32.73 ms | 24 - 24 MB | NPU
70
+ | PidNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 23.118 ms | 26 - 343 MB | NPU
71
+ | PidNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.643 ms | 24 - 26 MB | NPU
72
+ | PidNet | ONNX | float | Qualcomm® QCS9075 | 47.321 ms | 24 - 51 MB | NPU
73
+ | PidNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.98 ms | 7 - 220 MB | NPU
74
+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 44.593 ms | 73 - 293 MB | NPU
75
+ | PidNet | ONNX | w8a8 | Snapdragon® X2 Elite | 45.557 ms | 134 - 134 MB | NPU
76
+ | PidNet | ONNX | w8a8 | Snapdragon® X Elite | 89.567 ms | 133 - 133 MB | NPU
77
+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 45.633 ms | 80 - 341 MB | NPU
78
+ | PidNet | ONNX | w8a8 | Qualcomm® QCS6490 | 386.898 ms | 197 - 216 MB | CPU
79
+ | PidNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 59.858 ms | 101 - 109 MB | NPU
80
+ | PidNet | ONNX | w8a8 | Qualcomm® QCS9075 | 65.921 ms | 103 - 106 MB | NPU
81
+ | PidNet | ONNX | w8a8 | Qualcomm® QCM6690 | 347.589 ms | 141 - 151 MB | CPU
82
+ | PidNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 44.093 ms | 105 - 310 MB | NPU
83
+ | PidNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 327.416 ms | 134 - 145 MB | CPU
84
+ | PidNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.004 ms | 14 - 284 MB | NPU
85
+ | PidNet | QNN_DLC | float | Snapdragon® X2 Elite | 13.481 ms | 24 - 24 MB | NPU
86
+ | PidNet | QNN_DLC | float | Snapdragon® X Elite | 38.887 ms | 24 - 24 MB | NPU
87
+ | PidNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 25.629 ms | 23 - 326 MB | NPU
88
+ | PidNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 117.732 ms | 24 - 241 MB | NPU
89
+ | PidNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 37.235 ms | 24 - 274 MB | NPU
90
+ | PidNet | QNN_DLC | float | Qualcomm® SA8775P | 46.582 ms | 24 - 242 MB | NPU
91
+ | PidNet | QNN_DLC | float | Qualcomm® QCS9075 | 61.125 ms | 24 - 52 MB | NPU
92
+ | PidNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 75.848 ms | 4 - 309 MB | NPU
93
+ | PidNet | QNN_DLC | float | Qualcomm® SA7255P | 117.732 ms | 24 - 241 MB | NPU
94
+ | PidNet | QNN_DLC | float | Qualcomm® SA8295P | 51.99 ms | 24 - 253 MB | NPU
95
+ | PidNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.254 ms | 18 - 264 MB | NPU
96
+ | PidNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 12.686 ms | 2 - 275 MB | NPU
97
+ | PidNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 25.059 ms | 0 - 319 MB | NPU
98
+ | PidNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 116.587 ms | 2 - 231 MB | NPU
99
+ | PidNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 36.389 ms | 2 - 6 MB | NPU
100
+ | PidNet | TFLITE | float | Qualcomm® SA8775P | 45.288 ms | 2 - 233 MB | NPU
101
+ | PidNet | TFLITE | float | Qualcomm® QCS9075 | 59.754 ms | 0 - 45 MB | NPU
102
+ | PidNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 74.773 ms | 3 - 330 MB | NPU
103
+ | PidNet | TFLITE | float | Qualcomm® SA7255P | 116.587 ms | 2 - 231 MB | NPU
104
+ | PidNet | TFLITE | float | Qualcomm® SA8295P | 50.984 ms | 2 - 245 MB | NPU
105
+ | PidNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 18.843 ms | 2 - 256 MB | NPU
106
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 22.222 ms | 0 - 262 MB | NPU
107
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 37.809 ms | 1 - 267 MB | NPU
108
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS6490 | 208.912 ms | 3 - 73 MB | NPU
109
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 98.277 ms | 1 - 214 MB | NPU
110
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 50.448 ms | 1 - 4 MB | NPU
111
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA8775P | 51.011 ms | 1 - 213 MB | NPU
112
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 52.894 ms | 1 - 17 MB | NPU
113
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCM6690 | 238.604 ms | 1 - 233 MB | NPU
114
+ | PidNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 58.791 ms | 0 - 265 MB | NPU
115
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA7255P | 98.277 ms | 1 - 214 MB | NPU
116
+ | PidNet | TFLITE | w8a8 | Qualcomm® SA8295P | 58.058 ms | 1 - 218 MB | NPU
117
+ | PidNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 70.006 ms | 1 - 237 MB | NPU
118
+ | PidNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 66.96 ms | 1 - 219 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
119
 
120
  ## License
121
  * The license for the original implementation of PidNet can be found
release_assets.json CHANGED
@@ -1 +1,47 @@
1
- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.50.2/pidnet-tflite-w8a8.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "0.51.0",
3
+ "precisions": {
4
+ "float": {
5
+ "universal_assets": {
6
+ "tflite": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.2"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-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/pidnet/releases/v0.51.0/pidnet-qnn_dlc-float.zip"
18
+ },
19
+ "onnx": {
20
+ "tool_versions": {
21
+ "qairt": "2.42.0.251225135753_193295",
22
+ "onnx_runtime": "1.24.3"
23
+ },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-onnx-float.zip"
25
+ }
26
+ }
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+ },
28
+ "w8a8": {
29
+ "universal_assets": {
30
+ "tflite": {
31
+ "tool_versions": {
32
+ "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.2"
34
+ },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-tflite-w8a8.zip"
36
+ },
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+ "onnx": {
38
+ "tool_versions": {
39
+ "qairt": "2.42.0.251225135753_193295",
40
+ "onnx_runtime": "1.24.3"
41
+ },
42
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pidnet/releases/v0.51.0/pidnet-onnx-w8a8.zip"
43
+ }
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+ }
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+ }
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+ }
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+ }