Hugging Face's logo

qualcomm
/
ResNet-Mixed-Convolution

Video Classification
PyTorch
backbone
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
838d47e
·
verified ·
1 Parent(s): 5278f9a

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 +32 -32
  2. release_assets.json +14 -14
README.md CHANGED
@@ -28,11 +28,11 @@ 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/resnet_mixed/releases/v0.51.0/resnet_mixed-onnx-float.zip)
32
- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-onnx-w8a16.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-qnn_dlc-w8a16.zip)
35
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[ResNet-Mixed-Convolution on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_mixed)**.
38
 
@@ -79,33 +79,33 @@ See our repository for [ResNet-Mixed-Convolution on GitHub](https://github.com/q
79
  | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCM6690 | 896.461 ms | 108 - 115 MB | CPU
80
  | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.236 ms | 1 - 193 MB | NPU
81
  | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 872.002 ms | 113 - 120 MB | CPU
82
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.765 ms | 2 - 232 MB | NPU
83
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X2 Elite | 7.714 ms | 2 - 2 MB | NPU
84
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 14.081 ms | 2 - 2 MB | NPU
85
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.531 ms | 0 - 275 MB | NPU
86
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 97.159 ms | 0 - 222 MB | NPU
87
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.325 ms | 2 - 76 MB | NPU
88
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 25.194 ms | 0 - 223 MB | NPU
89
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS9075 | 27.947 ms | 2 - 6 MB | NPU
90
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 27.675 ms | 0 - 237 MB | NPU
91
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA7255P | 97.159 ms | 0 - 222 MB | NPU
92
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8295P | 26.869 ms | 0 - 195 MB | NPU
93
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.633 ms | 2 - 227 MB | NPU
94
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.032 ms | 1 - 194 MB | NPU
95
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 5.478 ms | 1 - 1 MB | NPU
96
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 10.102 ms | 1 - 1 MB | NPU
97
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.769 ms | 1 - 245 MB | NPU
98
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 37.042 ms | 1 - 4 MB | NPU
99
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 30.051 ms | 1 - 190 MB | NPU
100
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 9.44 ms | 1 - 129 MB | NPU
101
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.359 ms | 1 - 190 MB | NPU
102
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 10.383 ms | 2 - 5 MB | NPU
103
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 162.101 ms | 1 - 210 MB | NPU
104
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 13.065 ms | 1 - 241 MB | NPU
105
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA7255P | 30.051 ms | 1 - 190 MB | NPU
106
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8295P | 16.096 ms | 0 - 192 MB | NPU
107
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.363 ms | 1 - 187 MB | NPU
108
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 15.724 ms | 1 - 199 MB | NPU
109
  | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 206.533 ms | 0 - 256 MB | NPU
110
  | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 221.782 ms | 0 - 305 MB | NPU
111
  | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 593.879 ms | 0 - 253 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/resnet_mixed/releases/v0.52.0/resnet_mixed-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.52.0/resnet_mixed-onnx-w8a16.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.52.0/resnet_mixed-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.52.0/resnet_mixed-qnn_dlc-w8a16.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.52.0/resnet_mixed-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[ResNet-Mixed-Convolution on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_mixed)**.
38
 
 
79
  | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCM6690 | 896.461 ms | 108 - 115 MB | CPU
80
  | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.236 ms | 1 - 193 MB | NPU
81
  | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 872.002 ms | 113 - 120 MB | CPU
82
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.767 ms | 2 - 232 MB | NPU
83
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X2 Elite | 7.737 ms | 2 - 2 MB | NPU
84
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 14.109 ms | 2 - 2 MB | NPU
85
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.525 ms | 0 - 278 MB | NPU
86
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 97.175 ms | 1 - 222 MB | NPU
87
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.328 ms | 2 - 189 MB | NPU
88
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 25.217 ms | 0 - 223 MB | NPU
89
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS9075 | 27.938 ms | 2 - 6 MB | NPU
90
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 27.793 ms | 0 - 237 MB | NPU
91
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA7255P | 97.175 ms | 1 - 222 MB | NPU
92
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8295P | 26.874 ms | 0 - 195 MB | NPU
93
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.64 ms | 0 - 226 MB | NPU
94
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.034 ms | 1 - 195 MB | NPU
95
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 5.485 ms | 1 - 1 MB | NPU
96
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 10.082 ms | 1 - 1 MB | NPU
97
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.769 ms | 0 - 242 MB | NPU
98
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 36.957 ms | 3 - 5 MB | NPU
99
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 30.055 ms | 1 - 190 MB | NPU
100
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 9.427 ms | 1 - 169 MB | NPU
101
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.357 ms | 1 - 191 MB | NPU
102
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 10.38 ms | 0 - 3 MB | NPU
103
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 180.867 ms | 1 - 210 MB | NPU
104
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 12.773 ms | 1 - 244 MB | NPU
105
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA7255P | 30.055 ms | 1 - 190 MB | NPU
106
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8295P | 16.109 ms | 0 - 193 MB | NPU
107
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.366 ms | 1 - 188 MB | NPU
108
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 15.948 ms | 1 - 199 MB | NPU
109
  | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 206.533 ms | 0 - 256 MB | NPU
110
  | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 221.782 ms | 0 - 305 MB | NPU
111
  | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 593.879 ms | 0 - 253 MB | NPU
release_assets.json CHANGED
@@ -1,44 +1,44 @@
1
  {
2
- "version": "0.51.0",
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/resnet_mixed/releases/v0.51.0/resnet_mixed-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-onnx-w8a16.zip"
18
  }
19
  }
20
  },
21
- "float": {
22
  "universal_assets": {
23
- "tflite": {
24
- "tool_versions": {
25
- "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.2"
27
- },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-tflite-float.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/resnet_mixed/releases/v0.51.0/resnet_mixed-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.51.0/resnet_mixed-onnx-float.zip"
42
  }
43
  }
44
  }
 
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/resnet_mixed/releases/v0.52.0/resnet_mixed-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/resnet_mixed/releases/v0.52.0/resnet_mixed-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/resnet_mixed/releases/v0.52.0/resnet_mixed-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/resnet_mixed/releases/v0.52.0/resnet_mixed-qnn_dlc-w8a16.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.52.0/resnet_mixed-onnx-w8a16.zip"
42
  }
43
  }
44
  }