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v0.53.0

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

Files changed (2) hide show
  1. README.md +92 -71
  2. release_assets.json +9 -9
README.md CHANGED
@@ -29,12 +29,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
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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/resnet101/releases/v0.52.0/resnet101-onnx-float.zip)
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- | 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/resnet101/releases/v0.52.0/resnet101-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.52.0/resnet101-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.52.0/resnet101-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.52.0/resnet101-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.52.0/resnet101-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet101)**.
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@@ -64,73 +64,94 @@ See our repository for [ResNet101 on GitHub](https://github.com/qualcomm/ai-hub-
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  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | ResNet101 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.604 ms | 1 - 77 MB | NPU
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- | ResNet101 | ONNX | float | Snapdragon® X2 Elite | 1.627 ms | 86 - 86 MB | NPU
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- | ResNet101 | ONNX | float | Snapdragon® X Elite | 3.299 ms | 85 - 85 MB | NPU
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- | ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.24 ms | 0 - 132 MB | NPU
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- | ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.079 ms | 0 - 103 MB | NPU
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- | ResNet101 | ONNX | float | Qualcomm® QCS9075 | 5.143 ms | 0 - 4 MB | NPU
73
- | ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.872 ms | 0 - 77 MB | NPU
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- | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.801 ms | 0 - 76 MB | NPU
75
- | ResNet101 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.556 ms | 43 - 43 MB | NPU
76
- | ResNet101 | ONNX | w8a8 | Snapdragon® X Elite | 1.295 ms | 43 - 43 MB | NPU
77
- | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.977 ms | 0 - 138 MB | NPU
78
- | ResNet101 | ONNX | w8a8 | Qualcomm® QCS6490 | 57.87 ms | 10 - 57 MB | CPU
79
- | ResNet101 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.281 ms | 0 - 54 MB | NPU
80
- | ResNet101 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.336 ms | 0 - 3 MB | NPU
81
- | ResNet101 | ONNX | w8a8 | Qualcomm® QCM6690 | 41.95 ms | 1 - 12 MB | CPU
82
- | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.84 ms | 0 - 80 MB | NPU
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- | ResNet101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.439 ms | 13 - 24 MB | CPU
84
- | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.627 ms | 1 - 67 MB | NPU
85
- | ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 1.974 ms | 1 - 1 MB | NPU
 
 
 
 
 
 
86
  | ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 3.532 ms | 1 - 1 MB | NPU
87
- | ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.402 ms | 0 - 120 MB | NPU
88
- | ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 18.343 ms | 1 - 65 MB | NPU
89
- | ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.359 ms | 1 - 2 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 5.433 ms | 1 - 66 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 5.278 ms | 1 - 3 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.946 ms | 0 - 89 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 18.343 ms | 1 - 65 MB | NPU
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- | ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 5.626 ms | 1 - 40 MB | NPU
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- | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.949 ms | 0 - 66 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.743 ms | 0 - 76 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.635 ms | 0 - 0 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.28 ms | 0 - 0 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.986 ms | 0 - 122 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.516 ms | 2 - 4 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 3.001 ms | 0 - 72 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.282 ms | 0 - 111 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.52 ms | 0 - 75 MB | NPU
104
- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.313 ms | 0 - 2 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 11.71 ms | 0 - 196 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.788 ms | 0 - 126 MB | NPU
107
- | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.001 ms | 0 - 72 MB | NPU
 
 
 
 
 
 
 
108
  | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.945 ms | 0 - 71 MB | NPU
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- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.787 ms | 0 - 71 MB | NPU
110
- | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.792 ms | 0 - 83 MB | NPU
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- | ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.62 ms | 0 - 112 MB | NPU
112
- | ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.389 ms | 0 - 178 MB | NPU
113
- | ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 18.248 ms | 0 - 108 MB | NPU
114
- | ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.305 ms | 0 - 3 MB | NPU
115
- | ResNet101 | TFLITE | float | Qualcomm® SA8775P | 5.428 ms | 0 - 112 MB | NPU
116
- | ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 5.278 ms | 0 - 88 MB | NPU
117
- | ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.926 ms | 0 - 145 MB | NPU
118
- | ResNet101 | TFLITE | float | Qualcomm® SA7255P | 18.248 ms | 0 - 108 MB | NPU
119
- | ResNet101 | TFLITE | float | Qualcomm® SA8295P | 5.57 ms | 0 - 82 MB | NPU
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- | ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.926 ms | 0 - 112 MB | NPU
121
- | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.701 ms | 0 - 74 MB | NPU
122
- | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.865 ms | 0 - 134 MB | NPU
123
- | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS6490 | 4.316 ms | 0 - 45 MB | NPU
124
- | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.746 ms | 0 - 71 MB | NPU
125
- | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.14 ms | 0 - 2 MB | NPU
126
- | ResNet101 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.41 ms | 0 - 74 MB | NPU
127
- | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.17 ms | 0 - 45 MB | NPU
128
- | ResNet101 | TFLITE | w8a8 | Qualcomm® QCM6690 | 11.227 ms | 0 - 191 MB | NPU
129
- | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.64 ms | 0 - 134 MB | NPU
130
- | ResNet101 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.746 ms | 0 - 71 MB | NPU
131
- | ResNet101 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.801 ms | 0 - 68 MB | NPU
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- | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.742 ms | 0 - 70 MB | NPU
133
- | ResNet101 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.668 ms | 0 - 78 MB | NPU
 
 
 
 
 
 
 
 
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135
  ## License
136
  * The license for the original implementation of ResNet101 can be found
 
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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/resnet101/releases/v0.53.0/resnet101-onnx-float.zip)
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+ | 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/resnet101/releases/v0.53.0/resnet101-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.53.0/resnet101-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.53.0/resnet101-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.53.0/resnet101-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.53.0/resnet101-tflite-w8a8.zip)
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39
  For more device-specific assets and performance metrics, visit **[ResNet101 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet101)**.
40
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | ResNet101 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.607 ms | 1 - 78 MB | NPU
68
+ | ResNet101 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.874 ms | 0 - 78 MB | NPU
69
+ | ResNet101 | ONNX | float | Snapdragon® X2 Elite | 1.622 ms | 86 - 86 MB | NPU
70
+ | ResNet101 | ONNX | float | Snapdragon® X Elite | 3.296 ms | 85 - 85 MB | NPU
71
+ | ResNet101 | ONNX | float | Snapdragon® X Elite | 3.296 ms | 85 - 85 MB | NPU
72
+ | ResNet101 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.237 ms | 0 - 131 MB | NPU
73
+ | ResNet101 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.127 ms | 0 - 57 MB | NPU
74
+ | ResNet101 | ONNX | float | Qualcomm® QCS9075 | 5.127 ms | 0 - 4 MB | NPU
75
+ | ResNet101 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.874 ms | 0 - 78 MB | NPU
76
+ | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.805 ms | 0 - 76 MB | NPU
77
+ | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.839 ms | 0 - 75 MB | NPU
78
+ | ResNet101 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.561 ms | 43 - 43 MB | NPU
79
+ | ResNet101 | ONNX | w8a8 | Snapdragon® X Elite | 1.29 ms | 43 - 43 MB | NPU
80
+ | ResNet101 | ONNX | w8a8 | Snapdragon® X Elite | 1.29 ms | 43 - 43 MB | NPU
81
+ | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.972 ms | 0 - 140 MB | NPU
82
+ | ResNet101 | ONNX | w8a8 | Qualcomm® QCS6490 | 57.059 ms | 9 - 57 MB | CPU
83
+ | ResNet101 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.281 ms | 0 - 53 MB | NPU
84
+ | ResNet101 | ONNX | w8a8 | Qualcomm® QCS9075 | 1.337 ms | 0 - 3 MB | NPU
85
+ | ResNet101 | ONNX | w8a8 | Qualcomm® QCM6690 | 42.426 ms | 11 - 22 MB | CPU
86
+ | ResNet101 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.839 ms | 0 - 75 MB | NPU
87
+ | ResNet101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.553 ms | 8 - 19 MB | CPU
88
+ | ResNet101 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 39.553 ms | 8 - 19 MB | CPU
89
+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.628 ms | 1 - 67 MB | NPU
90
+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.95 ms | 0 - 66 MB | NPU
91
+ | ResNet101 | QNN_DLC | float | Snapdragon® X2 Elite | 1.933 ms | 1 - 1 MB | NPU
92
  | ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 3.532 ms | 1 - 1 MB | NPU
93
+ | ResNet101 | QNN_DLC | float | Snapdragon® X Elite | 3.532 ms | 1 - 1 MB | NPU
94
+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.429 ms | 0 - 120 MB | NPU
95
+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 18.339 ms | 1 - 65 MB | NPU
96
+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.362 ms | 1 - 2 MB | NPU
97
+ | ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 5.43 ms | 1 - 67 MB | NPU
98
+ | ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 5.43 ms | 1 - 67 MB | NPU
99
+ | ResNet101 | QNN_DLC | float | Qualcomm® SA8775P | 5.43 ms | 1 - 67 MB | NPU
100
+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS9075 | 5.291 ms | 1 - 3 MB | NPU
101
+ | ResNet101 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 5.945 ms | 0 - 89 MB | NPU
102
+ | ResNet101 | QNN_DLC | float | Qualcomm® SA7255P | 18.339 ms | 1 - 65 MB | NPU
103
+ | ResNet101 | QNN_DLC | float | Qualcomm® SA8295P | 5.636 ms | 0 - 39 MB | NPU
104
+ | ResNet101 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.95 ms | 0 - 66 MB | NPU
105
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.734 ms | 0 - 76 MB | NPU
106
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.79 ms | 0 - 71 MB | NPU
107
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.627 ms | 0 - 0 MB | NPU
108
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.272 ms | 0 - 0 MB | NPU
109
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.272 ms | 0 - 0 MB | NPU
110
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.981 ms | 0 - 125 MB | NPU
111
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 4.676 ms | 0 - 2 MB | NPU
112
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.987 ms | 0 - 72 MB | NPU
113
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.276 ms | 0 - 2 MB | NPU
114
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.532 ms | 0 - 75 MB | NPU
115
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.532 ms | 0 - 75 MB | NPU
116
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.532 ms | 0 - 75 MB | NPU
117
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 1.312 ms | 2 - 4 MB | NPU
118
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 11.689 ms | 0 - 195 MB | NPU
119
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.786 ms | 0 - 124 MB | NPU
120
+ | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.987 ms | 0 - 72 MB | NPU
121
  | ResNet101 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.945 ms | 0 - 71 MB | NPU
122
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.79 ms | 0 - 71 MB | NPU
123
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.789 ms | 0 - 87 MB | NPU
124
+ | ResNet101 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.789 ms | 0 - 87 MB | NPU
125
+ | ResNet101 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.615 ms | 0 - 112 MB | NPU
126
+ | ResNet101 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.91 ms | 0 - 112 MB | NPU
127
+ | ResNet101 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.377 ms | 0 - 173 MB | NPU
128
+ | ResNet101 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 18.244 ms | 0 - 107 MB | NPU
129
+ | ResNet101 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.35 ms | 0 - 2 MB | NPU
130
+ | ResNet101 | TFLITE | float | Qualcomm® SA8775P | 5.431 ms | 0 - 111 MB | NPU
131
+ | ResNet101 | TFLITE | float | Qualcomm® SA8775P | 5.431 ms | 0 - 111 MB | NPU
132
+ | ResNet101 | TFLITE | float | Qualcomm® SA8775P | 5.431 ms | 0 - 111 MB | NPU
133
+ | ResNet101 | TFLITE | float | Qualcomm® QCS9075 | 5.303 ms | 0 - 88 MB | NPU
134
+ | ResNet101 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.914 ms | 0 - 145 MB | NPU
135
+ | ResNet101 | TFLITE | float | Qualcomm® SA7255P | 18.244 ms | 0 - 107 MB | NPU
136
+ | ResNet101 | TFLITE | float | Qualcomm® SA8295P | 5.551 ms | 0 - 82 MB | NPU
137
+ | ResNet101 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.91 ms | 0 - 112 MB | NPU
138
+ | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.695 ms | 0 - 74 MB | NPU
139
+ | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.737 ms | 0 - 74 MB | NPU
140
+ | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.864 ms | 0 - 132 MB | NPU
141
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS6490 | 4.341 ms | 0 - 45 MB | NPU
142
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.756 ms | 0 - 71 MB | NPU
143
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1.139 ms | 0 - 2 MB | NPU
144
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.403 ms | 0 - 74 MB | NPU
145
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.403 ms | 0 - 74 MB | NPU
146
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.403 ms | 0 - 74 MB | NPU
147
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS9075 | 1.189 ms | 0 - 45 MB | NPU
148
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® QCM6690 | 12.435 ms | 0 - 191 MB | NPU
149
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.651 ms | 0 - 134 MB | NPU
150
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.756 ms | 0 - 71 MB | NPU
151
+ | ResNet101 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.857 ms | 0 - 68 MB | NPU
152
+ | ResNet101 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.737 ms | 0 - 74 MB | NPU
153
+ | ResNet101 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.666 ms | 0 - 78 MB | NPU
154
+ | ResNet101 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.666 ms | 0 - 78 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of ResNet101 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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -30,22 +30,22 @@
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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-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/resnet101/releases/v0.52.0/resnet101-onnx-w8a8.zip"
49
  }
50
  }
51
  }
 
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/resnet101/releases/v0.53.0/resnet101-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/resnet101/releases/v0.53.0/resnet101-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/resnet101/releases/v0.53.0/resnet101-onnx-float.zip"
25
  }
26
  }
27
  },
 
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.3"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet101/releases/v0.53.0/resnet101-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/resnet101/releases/v0.53.0/resnet101-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/resnet101/releases/v0.53.0/resnet101-onnx-w8a8.zip"
49
  }
50
  }
51
  }