Hugging Face's logo

qualcomm
/
ResNet50

Image Classification
PyTorch
backbone
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
09bd9a1
·
verified ·
1 Parent(s): b6dd797

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 -33
  2. release_assets.json +7 -7
README.md CHANGED
@@ -29,12 +29,12 @@ Below are pre-exported model assets ready for deployment.
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
- | 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/resnet50/releases/v0.51.0/resnet50-onnx-float.zip)
33
- | 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/resnet50/releases/v0.51.0/resnet50-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/resnet50/releases/v0.51.0/resnet50-qnn_dlc-float.zip)
35
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.51.0/resnet50-qnn_dlc-w8a8.zip)
36
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.51.0/resnet50-tflite-float.zip)
37
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.51.0/resnet50-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
40
 
@@ -81,33 +81,33 @@ See our repository for [ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-m
81
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.357 ms | 7 - 16 MB | CPU
82
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.583 ms | 0 - 41 MB | NPU
83
  | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.871 ms | 6 - 14 MB | CPU
84
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.089 ms | 1 - 49 MB | NPU
85
- | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.204 ms | 1 - 1 MB | NPU
86
- | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.338 ms | 1 - 1 MB | NPU
87
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.59 ms | 0 - 75 MB | NPU
88
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.713 ms | 1 - 46 MB | NPU
89
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.21 ms | 1 - 108 MB | NPU
90
- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.355 ms | 1 - 47 MB | NPU
91
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.302 ms | 3 - 5 MB | NPU
92
- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.742 ms | 0 - 61 MB | NPU
93
- | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.713 ms | 1 - 46 MB | NPU
94
- | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.662 ms | 0 - 29 MB | NPU
95
- | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.266 ms | 1 - 51 MB | NPU
96
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.485 ms | 0 - 45 MB | NPU
97
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.457 ms | 0 - 0 MB | NPU
98
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.946 ms | 0 - 0 MB | NPU
99
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.68 ms | 0 - 75 MB | NPU
100
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.013 ms | 2 - 4 MB | NPU
101
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.007 ms | 0 - 43 MB | NPU
102
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.898 ms | 0 - 116 MB | NPU
103
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.094 ms | 0 - 44 MB | NPU
104
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.965 ms | 2 - 4 MB | NPU
105
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.495 ms | 0 - 162 MB | NPU
106
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.189 ms | 0 - 73 MB | NPU
107
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.007 ms | 0 - 43 MB | NPU
108
- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.455 ms | 0 - 40 MB | NPU
109
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.524 ms | 0 - 40 MB | NPU
110
- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.221 ms | 0 - 49 MB | NPU
111
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 0 - 72 MB | NPU
112
  | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.567 ms | 0 - 112 MB | NPU
113
  | ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.65 ms | 0 - 68 MB | NPU
 
29
 
30
  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
32
+ | 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/resnet50/releases/v0.52.0/resnet50-onnx-float.zip)
33
+ | 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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-qnn_dlc-float.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.52.0/resnet50-qnn_dlc-w8a8.zip)
36
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.52.0/resnet50-tflite-float.zip)
37
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet50/releases/v0.52.0/resnet50-tflite-w8a8.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
40
 
 
81
  | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.357 ms | 7 - 16 MB | CPU
82
  | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.583 ms | 0 - 41 MB | NPU
83
  | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.871 ms | 6 - 14 MB | CPU
84
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.096 ms | 1 - 50 MB | NPU
85
+ | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.243 ms | 1 - 1 MB | NPU
86
+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.328 ms | 1 - 1 MB | NPU
87
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.6 ms | 0 - 78 MB | NPU
88
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.722 ms | 1 - 46 MB | NPU
89
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.226 ms | 0 - 7 MB | NPU
90
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.359 ms | 1 - 47 MB | NPU
91
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.297 ms | 1 - 3 MB | NPU
92
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.746 ms | 0 - 61 MB | NPU
93
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.722 ms | 1 - 46 MB | NPU
94
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.664 ms | 0 - 28 MB | NPU
95
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.263 ms | 0 - 49 MB | NPU
96
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.486 ms | 0 - 45 MB | NPU
97
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.469 ms | 0 - 0 MB | NPU
98
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.95 ms | 0 - 0 MB | NPU
99
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.695 ms | 0 - 71 MB | NPU
100
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.04 ms | 2 - 4 MB | NPU
101
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.039 ms | 0 - 42 MB | NPU
102
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.902 ms | 0 - 2 MB | NPU
103
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
104
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.97 ms | 2 - 4 MB | NPU
105
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.496 ms | 0 - 163 MB | NPU
106
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.194 ms | 0 - 73 MB | NPU
107
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.039 ms | 0 - 42 MB | NPU
108
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.427 ms | 0 - 40 MB | NPU
109
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.522 ms | 0 - 40 MB | NPU
110
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.226 ms | 0 - 50 MB | NPU
111
  | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 0 - 72 MB | NPU
112
  | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.567 ms | 0 - 112 MB | NPU
113
  | ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.65 ms | 0 - 68 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.51.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
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/resnet50/releases/v0.51.0/resnet50-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/resnet50/releases/v0.51.0/resnet50-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/resnet50/releases/v0.51.0/resnet50-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -32,20 +32,20 @@
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/resnet50/releases/v0.51.0/resnet50-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/resnet50/releases/v0.51.0/resnet50-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/resnet50/releases/v0.51.0/resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-onnx-float.zip"
25
  }
26
  }
27
  },
 
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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }