Hugging Face's logo

qualcomm
/
ResNet-Mixed-Convolution

Video Classification
PyTorch
backbone
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
e105cbd
·
verified ·
1 Parent(s): 838d47e

v0.53.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +75 -58
  2. release_assets.json +7 -7
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/v0.52.0/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
 
@@ -62,60 +62,77 @@ See our repository for [ResNet-Mixed-Convolution on GitHub](https://github.com/q
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.555 ms | 2 - 221 MB | NPU
66
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X2 Elite | 7.095 ms | 22 - 22 MB | NPU
67
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X Elite | 13.831 ms | 22 - 22 MB | NPU
68
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.603 ms | 2 - 271 MB | NPU
69
- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.201 ms | 0 - 28 MB | NPU
70
- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS9075 | 26.756 ms | 2 - 5 MB | NPU
71
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.816 ms | 0 - 215 MB | NPU
72
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.509 ms | 0 - 191 MB | NPU
73
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X2 Elite | 4.636 ms | 12 - 12 MB | NPU
74
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X Elite | 9.077 ms | 11 - 11 MB | NPU
75
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.366 ms | 1 - 260 MB | NPU
76
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS6490 | 1730.881 ms | 45 - 62 MB | CPU
77
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.539 ms | 0 - 19 MB | NPU
78
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS9075 | 9.046 ms | 1 - 4 MB | NPU
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
112
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 305.52 ms | 0 - 2 MB | NPU
113
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 312.41 ms | 0 - 251 MB | NPU
114
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS9075 | 313.28 ms | 0 - 28 MB | NPU
115
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 341.797 ms | 0 - 268 MB | NPU
116
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA7255P | 593.879 ms | 0 - 253 MB | NPU
117
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8295P | 353.483 ms | 0 - 235 MB | NPU
118
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 201.549 ms | 0 - 256 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
119
 
120
  ## License
121
  * The license for the original implementation of ResNet-Mixed-Convolution 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/resnet_mixed/releases/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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/v0.53.0/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
 
 
62
  ## Performance Summary
63
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
64
  |---|---|---|---|---|---|---
65
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.557 ms | 2 - 221 MB | NPU
66
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite Mobile | 7.828 ms | 0 - 215 MB | NPU
67
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X2 Elite | 7.097 ms | 22 - 22 MB | NPU
68
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X Elite | 13.846 ms | 22 - 22 MB | NPU
69
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X Elite | 13.846 ms | 22 - 22 MB | NPU
70
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.621 ms | 2 - 275 MB | NPU
71
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.176 ms | 0 - 28 MB | NPU
72
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS9075 | 26.23 ms | 2 - 5 MB | NPU
73
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.828 ms | 0 - 215 MB | NPU
74
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.513 ms | 0 - 191 MB | NPU
75
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 5.245 ms | 1 - 192 MB | NPU
76
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X2 Elite | 4.644 ms | 12 - 12 MB | NPU
77
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X Elite | 9.055 ms | 11 - 11 MB | NPU
78
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X Elite | 9.055 ms | 11 - 11 MB | NPU
79
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.39 ms | 1 - 257 MB | NPU
80
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS6490 | 1727.557 ms | 44 - 62 MB | CPU
81
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.531 ms | 1 - 5 MB | NPU
82
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS9075 | 9.035 ms | 1 - 4 MB | NPU
83
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCM6690 | 895.757 ms | 106 - 113 MB | CPU
84
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.245 ms | 1 - 192 MB | NPU
85
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 878.876 ms | 101 - 109 MB | CPU
86
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 878.876 ms | 101 - 109 MB | CPU
87
  | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.767 ms | 2 - 232 MB | NPU
88
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 7.64 ms | 0 - 227 MB | NPU
89
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X2 Elite | 7.728 ms | 2 - 2 MB | NPU
90
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 14.124 ms | 2 - 2 MB | NPU
91
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 14.124 ms | 2 - 2 MB | NPU
92
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.523 ms | 2 - 278 MB | NPU
93
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 97.155 ms | 1 - 223 MB | NPU
94
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.381 ms | 2 - 27 MB | NPU
95
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 25.202 ms | 2 - 224 MB | NPU
96
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 25.202 ms | 2 - 224 MB | NPU
97
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 25.202 ms | 2 - 224 MB | NPU
98
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS9075 | 27.801 ms | 2 - 6 MB | NPU
99
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 27.657 ms | 0 - 238 MB | NPU
100
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA7255P | 97.155 ms | 1 - 223 MB | NPU
101
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8295P | 26.868 ms | 0 - 195 MB | NPU
102
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.64 ms | 0 - 227 MB | NPU
103
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.033 ms | 1 - 195 MB | NPU
104
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 5.347 ms | 1 - 187 MB | NPU
105
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 5.431 ms | 1 - 1 MB | NPU
106
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 10.072 ms | 1 - 1 MB | NPU
107
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 10.072 ms | 1 - 1 MB | NPU
108
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.747 ms | 0 - 241 MB | NPU
109
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 37.244 ms | 1 - 4 MB | NPU
110
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 30.019 ms | 1 - 189 MB | NPU
111
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 9.416 ms | 1 - 4 MB | NPU
112
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.368 ms | 1 - 191 MB | NPU
113
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.368 ms | 1 - 191 MB | NPU
114
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.368 ms | 1 - 191 MB | NPU
115
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 10.374 ms | 1 - 4 MB | NPU
116
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 172.128 ms | 1 - 210 MB | NPU
117
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 13.021 ms | 0 - 244 MB | NPU
118
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA7255P | 30.019 ms | 1 - 189 MB | NPU
119
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8295P | 16.13 ms | 0 - 193 MB | NPU
120
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.347 ms | 1 - 187 MB | NPU
121
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 15.935 ms | 1 - 199 MB | NPU
122
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 15.935 ms | 1 - 199 MB | NPU
123
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 197.199 ms | 0 - 257 MB | NPU
124
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Mobile | 202.848 ms | 0 - 257 MB | NPU
125
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 221.931 ms | 2 - 305 MB | NPU
126
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 596.879 ms | 0 - 253 MB | NPU
127
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 308.873 ms | 0 - 3 MB | NPU
128
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 312.014 ms | 0 - 250 MB | NPU
129
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 312.014 ms | 0 - 250 MB | NPU
130
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 312.014 ms | 0 - 250 MB | NPU
131
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS9075 | 314.1 ms | 0 - 28 MB | NPU
132
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 345.601 ms | 0 - 270 MB | NPU
133
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA7255P | 596.879 ms | 0 - 253 MB | NPU
134
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8295P | 358.731 ms | 0 - 234 MB | NPU
135
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 202.848 ms | 0 - 257 MB | NPU
136
 
137
  ## License
138
  * The license for the original implementation of ResNet-Mixed-Convolution can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
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
  },
@@ -31,14 +31,14 @@
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
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.53.0/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/v0.53.0/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/v0.53.0/resnet_mixed-onnx-float.zip"
25
  }
26
  }
27
  },
 
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/v0.53.0/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/v0.53.0/resnet_mixed-onnx-w8a16.zip"
42
  }
43
  }
44
  }