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ResNet-Mixed-Convolution

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v0.51.0

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

Files changed (2) hide show
  1. README.md +59 -59
  2. release_assets.json +46 -1
README.md CHANGED
@@ -28,11 +28,11 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
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- | 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/v0.50.2/resnet_mixed-onnx-float.zip)
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- | 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/v0.50.2/resnet_mixed-onnx-w8a16.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/resnet_mixed/releases/v0.50.2/resnet_mixed-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.50.2/resnet_mixed-qnn_dlc-w8a16.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/resnet_mixed/releases/v0.50.2/resnet_mixed-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet-Mixed-Convolution on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet_mixed)**.
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@@ -62,60 +62,60 @@ See our repository for [ResNet-Mixed-Convolution on GitHub](https://github.com/q
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  ## 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 | 5.556 ms | 2 - 221 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X2 Elite | 7.105 ms | 22 - 22 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X Elite | 13.803 ms | 22 - 22 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 9.613 ms | 2 - 277 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8550 (Proxy) | 13.166 ms | 0 - 37 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS9075 | 26.615 ms | 2 - 5 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.828 ms | 0 - 216 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.512 ms | 0 - 191 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X2 Elite | 4.643 ms | 12 - 12 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X Elite | 9.075 ms | 11 - 11 MB | NPU
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- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.39 ms | 1 - 259 MB | NPU
76
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS6490 | 1732.048 ms | 45 - 62 MB | CPU
77
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 8.525 ms | 1 - 6 MB | NPU
78
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS9075 | 9.054 ms | 1 - 4 MB | NPU
79
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCM6690 | 895.403 ms | 106 - 112 MB | CPU
80
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.263 ms | 1 - 192 MB | NPU
81
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 872.819 ms | 112 - 120 MB | CPU
82
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 5.731 ms | 1 - 232 MB | NPU
83
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X2 Elite | 7.635 ms | 2 - 2 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 14.008 ms | 2 - 2 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 9.555 ms | 0 - 284 MB | NPU
86
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 97.14 ms | 0 - 222 MB | NPU
87
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 13.194 ms | 2 - 5 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 25.079 ms | 1 - 223 MB | NPU
89
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS9075 | 28.005 ms | 2 - 6 MB | NPU
90
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 27.501 ms | 0 - 243 MB | NPU
91
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA7255P | 97.14 ms | 0 - 222 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8295P | 26.769 ms | 0 - 193 MB | NPU
93
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 7.637 ms | 2 - 227 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 4.007 ms | 1 - 189 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 5.355 ms | 1 - 1 MB | NPU
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- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 9.841 ms | 1 - 1 MB | NPU
97
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.625 ms | 1 - 256 MB | NPU
98
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 37.376 ms | 1 - 4 MB | NPU
99
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 29.748 ms | 1 - 190 MB | NPU
100
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 9.171 ms | 1 - 71 MB | NPU
101
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 9.398 ms | 1 - 191 MB | NPU
102
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 10.389 ms | 3 - 6 MB | NPU
103
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 180.673 ms | 1 - 209 MB | NPU
104
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 12.955 ms | 1 - 255 MB | NPU
105
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA7255P | 29.748 ms | 1 - 190 MB | NPU
106
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8295P | 16.299 ms | 1 - 192 MB | NPU
107
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 5.283 ms | 1 - 187 MB | NPU
108
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 15.776 ms | 1 - 198 MB | NPU
109
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 199.643 ms | 0 - 251 MB | NPU
110
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 217.074 ms | 0 - 312 MB | NPU
111
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 585.624 ms | 0 - 249 MB | NPU
112
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 298.884 ms | 0 - 2 MB | NPU
113
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 296.628 ms | 0 - 248 MB | NPU
114
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS9075 | 328.659 ms | 0 - 28 MB | NPU
115
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 331.006 ms | 1 - 280 MB | NPU
116
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA7255P | 585.624 ms | 0 - 249 MB | NPU
117
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8295P | 365.06 ms | 0 - 232 MB | NPU
118
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 203.6 ms | 0 - 248 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/v0.51.0/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
 
 
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 | 5.765 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
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
release_assets.json CHANGED
@@ -1 +1,46 @@
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/resnet_mixed/releases/v0.50.2/resnet_mixed-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/resnet_mixed/releases/v0.50.2/resnet_mixed-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/resnet_mixed/releases/v0.50.2/resnet_mixed-tflite-float.zip"}}},"w8a16":{"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/resnet_mixed/releases/v0.50.2/resnet_mixed-onnx-w8a16.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/resnet_mixed/releases/v0.50.2/resnet_mixed-qnn_dlc-w8a16.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
+ }
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+ }
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+ }
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+ }