Hugging Face's logo

qualcomm
/
DDRNet23-Slim

Image Segmentation
PyTorch
real_time
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
fa9fd0e
·
verified ·
1 Parent(s): 30170ee

v0.52.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -17
  2. release_assets.json +14 -8
README.md CHANGED
@@ -28,11 +28,12 @@ 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-tflite-w8a8.zip)
 
36
 
37
  For more device-specific assets and performance metrics, visit **[DDRNet23-Slim on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddrnet23_slim)**.
38
 
@@ -81,18 +82,33 @@ See our repository for [DDRNet23-Slim on GitHub](https://github.com/qualcomm/ai-
81
  | DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCM6690 | 266.633 ms | 201 - 209 MB | CPU
82
  | DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 42.032 ms | 83 - 270 MB | NPU
83
  | DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 250.631 ms | 139 - 148 MB | CPU
84
- | DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.391 ms | 12 - 249 MB | NPU
85
- | DDRNet23-Slim | QNN_DLC | float | Snapdragon® X2 Elite | 11.73 ms | 24 - 24 MB | NPU
86
- | DDRNet23-Slim | QNN_DLC | float | Snapdragon® X Elite | 33.791 ms | 24 - 24 MB | NPU
87
- | DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.104 ms | 24 - 298 MB | NPU
88
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 98.382 ms | 24 - 220 MB | NPU
89
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 32.726 ms | 24 - 26 MB | NPU
90
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8775P | 40.32 ms | 24 - 221 MB | NPU
91
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS9075 | 53.286 ms | 24 - 52 MB | NPU
92
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 66.995 ms | 6 - 280 MB | NPU
93
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA7255P | 98.382 ms | 24 - 220 MB | NPU
94
- | DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8295P | 43.449 ms | 24 - 228 MB | NPU
95
- | DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.617 ms | 16 - 237 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
96
  | DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.363 ms | 2 - 241 MB | NPU
97
  | DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 22.518 ms | 2 - 285 MB | NPU
98
  | DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 98.289 ms | 0 - 202 MB | NPU
 
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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[DDRNet23-Slim on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddrnet23_slim)**.
39
 
 
82
  | DDRNet23-Slim | ONNX | w8a8 | Qualcomm® QCM6690 | 266.633 ms | 201 - 209 MB | CPU
83
  | DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 42.032 ms | 83 - 270 MB | NPU
84
  | DDRNet23-Slim | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 250.631 ms | 139 - 148 MB | CPU
85
+ | DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.428 ms | 24 - 261 MB | NPU
86
+ | DDRNet23-Slim | QNN_DLC | float | Snapdragon® X2 Elite | 11.824 ms | 24 - 24 MB | NPU
87
+ | DDRNet23-Slim | QNN_DLC | float | Snapdragon® X Elite | 33.867 ms | 24 - 24 MB | NPU
88
+ | DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 22.111 ms | 24 - 299 MB | NPU
89
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 98.473 ms | 24 - 220 MB | NPU
90
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 32.802 ms | 24 - 26 MB | NPU
91
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8775P | 40.443 ms | 24 - 221 MB | NPU
92
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS9075 | 53.599 ms | 24 - 52 MB | NPU
93
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 66.486 ms | 6 - 279 MB | NPU
94
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA7255P | 98.473 ms | 24 - 220 MB | NPU
95
+ | DDRNet23-Slim | QNN_DLC | float | Qualcomm® SA8295P | 43.481 ms | 24 - 229 MB | NPU
96
+ | DDRNet23-Slim | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 15.657 ms | 24 - 245 MB | NPU
97
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 42.107 ms | 6 - 236 MB | NPU
98
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 42.673 ms | 6 - 6 MB | NPU
99
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® X Elite | 57.964 ms | 6 - 6 MB | NPU
100
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 41.319 ms | 6 - 248 MB | NPU
101
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 134.749 ms | 5 - 13 MB | NPU
102
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 106.876 ms | 6 - 203 MB | NPU
103
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 55.388 ms | 6 - 146 MB | NPU
104
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® SA8775P | 58.592 ms | 6 - 205 MB | NPU
105
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 58.634 ms | 6 - 14 MB | NPU
106
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 205.932 ms | 6 - 198 MB | NPU
107
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 60.788 ms | 6 - 250 MB | NPU
108
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® SA7255P | 106.876 ms | 6 - 203 MB | NPU
109
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Qualcomm® SA8295P | 63.609 ms | 6 - 206 MB | NPU
110
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 39.967 ms | 6 - 221 MB | NPU
111
+ | DDRNet23-Slim | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 56.998 ms | 6 - 210 MB | NPU
112
  | DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.363 ms | 2 - 241 MB | NPU
113
  | DDRNet23-Slim | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 22.518 ms | 2 - 285 MB | NPU
114
  | DDRNet23-Slim | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 98.289 ms | 0 - 202 MB | NPU
release_assets.json CHANGED
@@ -1,45 +1,51 @@
1
  {
2
- "version": "0.51.0",
3
  "precisions": {
4
- "w8a8": {
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/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-tflite-w8a8.zip"
 
 
 
 
 
 
12
  },
13
  "onnx": {
14
  "tool_versions": {
15
  "qairt": "2.42.0.251225135753_193295",
16
  "onnx_runtime": "1.24.3"
17
  },
18
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-onnx-w8a8.zip"
19
  }
20
  }
21
  },
22
- "float": {
23
  "universal_assets": {
24
  "tflite": {
25
  "tool_versions": {
26
  "qairt": "2.45.0.260326154327",
27
  "litert": "1.4.2"
28
  },
29
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-tflite-float.zip"
30
  },
31
  "qnn_dlc": {
32
  "tool_versions": {
33
  "qairt": "2.45.0.260326154327"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-qnn_dlc-float.zip"
36
  },
37
  "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/ddrnet23_slim/releases/v0.51.0/ddrnet23_slim-onnx-float.zip"
43
  }
44
  }
45
  }
 
1
  {
2
+ "version": "0.52.0",
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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-onnx-float.zip"
25
  }
26
  }
27
  },
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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-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/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
  "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.24.3"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddrnet23_slim/releases/v0.52.0/ddrnet23_slim-onnx-w8a8.zip"
49
  }
50
  }
51
  }