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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 +91 -70
  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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-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/resnet50/releases/v0.52.0/resnet50-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[ResNet50 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet50)**.
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@@ -64,73 +64,94 @@ See our repository for [ResNet50 on GitHub](https://github.com/qualcomm/ai-hub-m
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  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.052 ms | 1 - 75 MB | NPU
68
- | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.977 ms | 49 - 49 MB | NPU
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- | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.074 ms | 49 - 49 MB | NPU
70
- | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.469 ms | 0 - 85 MB | NPU
71
- | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.991 ms | 0 - 4 MB | NPU
72
- | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.189 ms | 1 - 4 MB | NPU
73
- | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.242 ms | 0 - 54 MB | NPU
74
- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.554 ms | 0 - 45 MB | NPU
75
- | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.416 ms | 25 - 25 MB | NPU
76
- | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.964 ms | 25 - 25 MB | NPU
77
- | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.674 ms | 0 - 82 MB | NPU
78
- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 32.622 ms | 8 - 27 MB | CPU
79
- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.9 ms | 0 - 30 MB | NPU
80
- | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.957 ms | 0 - 3 MB | NPU
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
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- | 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
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.359 ms | 1 - 47 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.297 ms | 1 - 3 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.746 ms | 0 - 61 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm�� SA7255P | 10.722 ms | 1 - 46 MB | NPU
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- | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.664 ms | 0 - 28 MB | NPU
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- | 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
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.902 ms | 0 - 2 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
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  | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.97 ms | 2 - 4 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.496 ms | 0 - 163 MB | NPU
 
 
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  | 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
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- | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.427 ms | 0 - 40 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.522 ms | 0 - 40 MB | NPU
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- | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.226 ms | 0 - 50 MB | NPU
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- | 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
114
- | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.226 ms | 0 - 2 MB | NPU
115
- | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.333 ms | 0 - 70 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.332 ms | 0 - 52 MB | NPU
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- | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.731 ms | 0 - 95 MB | NPU
118
- | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.65 ms | 0 - 68 MB | NPU
119
- | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.63 ms | 0 - 50 MB | NPU
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- | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.252 ms | 0 - 71 MB | NPU
121
- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.449 ms | 0 - 46 MB | NPU
122
- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.578 ms | 0 - 73 MB | NPU
123
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.768 ms | 0 - 27 MB | NPU
124
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.743 ms | 0 - 42 MB | NPU
125
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.753 ms | 0 - 2 MB | NPU
126
- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.957 ms | 0 - 45 MB | NPU
127
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.833 ms | 0 - 27 MB | NPU
128
- | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.119 ms | 0 - 162 MB | NPU
 
 
 
 
 
 
 
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  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.049 ms | 0 - 75 MB | NPU
130
- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.743 ms | 0 - 42 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.326 ms | 0 - 39 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.495 ms | 0 - 44 MB | NPU
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- | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.091 ms | 0 - 49 MB | NPU
 
134
 
135
  ## License
136
  * The license for the original implementation of ResNet50 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/resnet50/releases/v0.53.0/resnet50-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/resnet50/releases/v0.53.0/resnet50-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/resnet50/releases/v0.53.0/resnet50-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/resnet50/releases/v0.53.0/resnet50-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/resnet50/releases/v0.53.0/resnet50-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/resnet50/releases/v0.53.0/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
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.061 ms | 1 - 75 MB | NPU
68
+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.243 ms | 0 - 54 MB | NPU
69
+ | ResNet50 | ONNX | float | Snapdragon® X2 Elite | 0.98 ms | 49 - 49 MB | NPU
70
+ | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.071 ms | 49 - 49 MB | NPU
71
+ | ResNet50 | ONNX | float | Snapdragon® X Elite | 2.071 ms | 49 - 49 MB | NPU
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+ | ResNet50 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.476 ms | 0 - 83 MB | NPU
73
+ | ResNet50 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.989 ms | 0 - 10 MB | NPU
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+ | ResNet50 | ONNX | float | Qualcomm® QCS9075 | 3.177 ms | 0 - 4 MB | NPU
75
+ | ResNet50 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.243 ms | 0 - 54 MB | NPU
76
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.549 ms | 0 - 45 MB | NPU
77
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.581 ms | 0 - 46 MB | NPU
78
+ | ResNet50 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.483 ms | 25 - 25 MB | NPU
79
+ | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.954 ms | 25 - 25 MB | NPU
80
+ | ResNet50 | ONNX | w8a8 | Snapdragon® X Elite | 0.954 ms | 25 - 25 MB | NPU
81
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.677 ms | 0 - 80 MB | NPU
82
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS6490 | 32.0 ms | 8 - 27 MB | CPU
83
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.894 ms | 0 - 2 MB | NPU
84
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.969 ms | 0 - 3 MB | NPU
85
+ | ResNet50 | ONNX | w8a8 | Qualcomm® QCM6690 | 23.239 ms | 6 - 14 MB | CPU
86
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.581 ms | 0 - 46 MB | NPU
87
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
88
+ | ResNet50 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 17.798 ms | 6 - 14 MB | CPU
89
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.083 ms | 1 - 49 MB | NPU
90
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.262 ms | 1 - 49 MB | NPU
91
+ | ResNet50 | QNN_DLC | float | Snapdragon® X2 Elite | 1.233 ms | 1 - 1 MB | NPU
92
+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.338 ms | 1 - 1 MB | NPU
93
+ | ResNet50 | QNN_DLC | float | Snapdragon® X Elite | 2.338 ms | 1 - 1 MB | NPU
94
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.614 ms | 0 - 77 MB | NPU
95
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 10.717 ms | 1 - 45 MB | NPU
96
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 2.24 ms | 1 - 93 MB | NPU
97
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.344 ms | 1 - 47 MB | NPU
98
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.344 ms | 1 - 47 MB | NPU
99
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8775P | 3.344 ms | 1 - 47 MB | NPU
100
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS9075 | 3.299 ms | 3 - 5 MB | NPU
101
+ | ResNet50 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.752 ms | 0 - 61 MB | NPU
102
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA7255P | 10.717 ms | 1 - 45 MB | NPU
103
+ | ResNet50 | QNN_DLC | float | Qualcomm® SA8295P | 3.666 ms | 0 - 28 MB | NPU
104
+ | ResNet50 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.262 ms | 1 - 49 MB | NPU
105
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.486 ms | 0 - 46 MB | NPU
106
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.53 ms | 0 - 43 MB | NPU
107
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.515 ms | 0 - 0 MB | NPU
108
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.955 ms | 0 - 0 MB | NPU
109
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.955 ms | 0 - 0 MB | NPU
110
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.678 ms | 0 - 75 MB | NPU
111
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.984 ms | 2 - 4 MB | NPU
112
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 2.003 ms | 0 - 42 MB | NPU
113
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.897 ms | 0 - 10 MB | NPU
114
  | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
115
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
116
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.088 ms | 0 - 44 MB | NPU
117
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.969 ms | 0 - 2 MB | NPU
118
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 6.484 ms | 0 - 162 MB | NPU
119
  | ResNet50 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.194 ms | 0 - 73 MB | NPU
120
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.003 ms | 0 - 42 MB | NPU
121
+ | ResNet50 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.446 ms | 0 - 40 MB | NPU
122
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.53 ms | 0 - 43 MB | NPU
123
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.227 ms | 0 - 50 MB | NPU
124
+ | ResNet50 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.227 ms | 0 - 50 MB | NPU
125
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.084 ms | 0 - 71 MB | NPU
126
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.249 ms | 0 - 72 MB | NPU
127
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.581 ms | 0 - 109 MB | NPU
128
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 10.619 ms | 0 - 69 MB | NPU
129
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.234 ms | 0 - 85 MB | NPU
130
+ | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
131
+ | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
132
+ | ResNet50 | TFLITE | float | Qualcomm® SA8775P | 3.34 ms | 0 - 70 MB | NPU
133
+ | ResNet50 | TFLITE | float | Qualcomm® QCS9075 | 3.337 ms | 0 - 52 MB | NPU
134
+ | ResNet50 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.73 ms | 0 - 96 MB | NPU
135
+ | ResNet50 | TFLITE | float | Qualcomm® SA7255P | 10.619 ms | 0 - 69 MB | NPU
136
+ | ResNet50 | TFLITE | float | Qualcomm® SA8295P | 3.622 ms | 0 - 50 MB | NPU
137
+ | ResNet50 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.249 ms | 0 - 72 MB | NPU
138
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.445 ms | 0 - 46 MB | NPU
139
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.485 ms | 0 - 45 MB | NPU
140
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.578 ms | 0 - 74 MB | NPU
141
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS6490 | 2.727 ms | 0 - 27 MB | NPU
142
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.766 ms | 0 - 42 MB | NPU
143
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.763 ms | 0 - 2 MB | NPU
144
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
145
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
146
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8775P | 0.966 ms | 0 - 45 MB | NPU
147
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.82 ms | 0 - 27 MB | NPU
148
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® QCM6690 | 6.108 ms | 0 - 162 MB | NPU
149
  | ResNet50 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.049 ms | 0 - 75 MB | NPU
150
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA7255P | 1.766 ms | 0 - 42 MB | NPU
151
+ | ResNet50 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.29 ms | 0 - 40 MB | NPU
152
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.485 ms | 0 - 45 MB | NPU
153
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
154
+ | ResNet50 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.096 ms | 0 - 49 MB | NPU
155
 
156
  ## License
157
  * The license for the original implementation of ResNet50 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",
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- "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
  },
@@ -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/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
  }
 
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/resnet50/releases/v0.53.0/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/v0.53.0/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/v0.53.0/resnet50-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/resnet50/releases/v0.53.0/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/v0.53.0/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/v0.53.0/resnet50-onnx-w8a8.zip"
49
  }
50
  }
51
  }