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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 +43 -81
  2. release_assets.json +39 -1
README.md CHANGED
@@ -29,12 +29,10 @@ 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/densenet121/releases/v0.50.2/densenet121-onnx-float.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/densenet121/releases/v0.50.2/densenet121-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/densenet121/releases/v0.50.2/densenet121-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.50.2/densenet121-qnn_dlc-w8a8.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/densenet121/releases/v0.50.2/densenet121-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.50.2/densenet121-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DenseNet-121 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/densenet121)**.
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@@ -65,81 +63,45 @@ See our repository for [DenseNet-121 on GitHub](https://github.com/qualcomm/ai-h
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
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- | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.682 ms | 0 - 46 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® X2 Elite | 0.743 ms | 16 - 16 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® X Elite | 1.733 ms | 15 - 15 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.071 ms | 0 - 93 MB | NPU
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- | DenseNet-121 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.524 ms | 0 - 26 MB | NPU
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- | DenseNet-121 | ONNX | float | Qualcomm® QCS9075 | 2.611 ms | 1 - 3 MB | NPU
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- | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.784 ms | 0 - 46 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.117 ms | 0 - 79 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Snapdragon® X2 Elite | 1.236 ms | 27 - 27 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Snapdragon® X Elite | 2.579 ms | 25 - 25 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 1.719 ms | 0 - 106 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCS6490 | 244.564 ms | 32 - 35 MB | CPU
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- | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 2.342 ms | 0 - 34 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCS9075 | 2.928 ms | 0 - 3 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Qualcomm® QCM6690 | 114.861 ms | 22 - 32 MB | CPU
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- | DenseNet-121 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.325 ms | 0 - 77 MB | NPU
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- | DenseNet-121 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 103.712 ms | 30 - 42 MB | CPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.708 ms | 1 - 43 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® X2 Elite | 0.94 ms | 1 - 1 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® X Elite | 2.041 ms | 1 - 1 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.198 ms | 0 - 79 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.766 ms | 1 - 39 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.795 ms | 1 - 2 MB | NPU
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- | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8775P | 2.694 ms | 1 - 43 MB | NPU
92
- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS9075 | 2.768 ms | 3 - 5 MB | NPU
93
- | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.283 ms | 0 - 77 MB | NPU
94
- | DenseNet-121 | QNN_DLC | float | Qualcomm® SA7255P | 7.766 ms | 1 - 39 MB | NPU
95
- | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8295P | 3.046 ms | 0 - 36 MB | NPU
96
- | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.865 ms | 1 - 43 MB | NPU
97
- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.215 ms | 0 - 72 MB | NPU
98
- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 1.571 ms | 0 - 0 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® X Elite | 3.445 ms | 0 - 0 MB | NPU
100
- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 2.147 ms | 0 - 88 MB | NPU
101
- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 6.274 ms | 0 - 62 MB | NPU
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- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 3.126 ms | 0 - 2 MB | NPU
103
- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 3.498 ms | 0 - 65 MB | NPU
104
- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 3.41 ms | 2 - 4 MB | NPU
105
- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 5.009 ms | 0 - 86 MB | NPU
106
- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 6.274 ms | 0 - 62 MB | NPU
107
- | DenseNet-121 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 5.599 ms | 0 - 60 MB | NPU
108
- | DenseNet-121 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.76 ms | 0 - 60 MB | NPU
109
- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.901 ms | 0 - 65 MB | NPU
110
- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.151 ms | 0 - 0 MB | NPU
111
- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® X Elite | 2.639 ms | 0 - 0 MB | NPU
112
- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.695 ms | 0 - 77 MB | NPU
113
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.915 ms | 0 - 57 MB | NPU
114
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.376 ms | 0 - 2 MB | NPU
115
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 2.694 ms | 0 - 60 MB | NPU
116
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 2.573 ms | 2 - 4 MB | NPU
117
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.955 ms | 0 - 80 MB | NPU
118
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 4.915 ms | 0 - 57 MB | NPU
119
- | DenseNet-121 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.464 ms | 0 - 55 MB | NPU
120
- | DenseNet-121 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.051 ms | 0 - 59 MB | NPU
121
- | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.708 ms | 0 - 59 MB | NPU
122
- | DenseNet-121 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.199 ms | 0 - 97 MB | NPU
123
- | DenseNet-121 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.75 ms | 0 - 55 MB | NPU
124
- | DenseNet-121 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.794 ms | 0 - 6 MB | NPU
125
- | DenseNet-121 | TFLITE | float | Qualcomm® SA8775P | 2.715 ms | 0 - 57 MB | NPU
126
- | DenseNet-121 | TFLITE | float | Qualcomm® QCS9075 | 2.831 ms | 0 - 18 MB | NPU
127
- | DenseNet-121 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.292 ms | 0 - 92 MB | NPU
128
- | DenseNet-121 | TFLITE | float | Qualcomm® SA7255P | 7.75 ms | 0 - 55 MB | NPU
129
- | DenseNet-121 | TFLITE | float | Qualcomm® SA8295P | 3.055 ms | 0 - 53 MB | NPU
130
- | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.857 ms | 0 - 60 MB | NPU
131
- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.858 ms | 0 - 65 MB | NPU
132
- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.583 ms | 0 - 79 MB | NPU
133
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS6490 | 62.588 ms | 6 - 33 MB | NPU
134
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 4.572 ms | 0 - 58 MB | NPU
135
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 2.231 ms | 0 - 3 MB | NPU
136
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA8775P | 2.585 ms | 0 - 60 MB | NPU
137
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS9075 | 2.428 ms | 0 - 11 MB | NPU
138
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2.646 ms | 0 - 81 MB | NPU
139
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA7255P | 4.572 ms | 0 - 58 MB | NPU
140
- | DenseNet-121 | TFLITE | w8a8 | Qualcomm® SA8295P | 3.311 ms | 0 - 57 MB | NPU
141
- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.005 ms | 0 - 56 MB | NPU
142
- | DenseNet-121 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.662 ms | 6 - 171 MB | NPU
143
 
144
  ## License
145
  * The license for the original implementation of DenseNet-121 can be found
 
29
 
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  | 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/densenet121/releases/v0.51.0/densenet121-onnx-float.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.51.0/densenet121-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/densenet121/releases/v0.51.0/densenet121-qnn_dlc-w8a8_mixed_int16.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/densenet121/releases/v0.51.0/densenet121-tflite-float.zip)
 
 
36
 
37
  For more device-specific assets and performance metrics, visit **[DenseNet-121 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/densenet121)**.
38
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.675 ms | 0 - 46 MB | NPU
67
+ | DenseNet-121 | ONNX | float | Snapdragon® X2 Elite | 0.741 ms | 16 - 16 MB | NPU
68
+ | DenseNet-121 | ONNX | float | Snapdragon® X Elite | 1.744 ms | 15 - 15 MB | NPU
69
+ | DenseNet-121 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.077 ms | 0 - 88 MB | NPU
70
+ | DenseNet-121 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.519 ms | 0 - 17 MB | NPU
71
+ | DenseNet-121 | ONNX | float | Qualcomm® QCS9075 | 2.61 ms | 1 - 3 MB | NPU
72
+ | DenseNet-121 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.787 ms | 0 - 46 MB | NPU
73
+ | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.722 ms | 1 - 42 MB | NPU
74
+ | DenseNet-121 | QNN_DLC | float | Snapdragon® X2 Elite | 0.955 ms | 1 - 1 MB | NPU
75
+ | DenseNet-121 | QNN_DLC | float | Snapdragon® X Elite | 2.038 ms | 1 - 1 MB | NPU
76
+ | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.212 ms | 0 - 76 MB | NPU
77
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.883 ms | 1 - 38 MB | NPU
78
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.816 ms | 1 - 2 MB | NPU
79
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8775P | 2.683 ms | 1 - 40 MB | NPU
80
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS9075 | 2.782 ms | 3 - 5 MB | NPU
81
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.294 ms | 0 - 75 MB | NPU
82
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® SA7255P | 7.883 ms | 1 - 38 MB | NPU
83
+ | DenseNet-121 | QNN_DLC | float | Qualcomm® SA8295P | 3.081 ms | 0 - 35 MB | NPU
84
+ | DenseNet-121 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.881 ms | 0 - 38 MB | NPU
85
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 1.162 ms | 0 - 69 MB | NPU
86
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X2 Elite | 1.493 ms | 0 - 0 MB | NPU
87
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Snapdragon® X Elite | 3.218 ms | 0 - 0 MB | NPU
88
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 2.089 ms | 0 - 84 MB | NPU
89
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 5.945 ms | 0 - 61 MB | NPU
90
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 2.965 ms | 0 - 29 MB | NPU
91
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA8775P | 3.271 ms | 0 - 63 MB | NPU
92
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Qualcomm® QCS9075 | 3.255 ms | 0 - 2 MB | NPU
93
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Qualcomm® SA7255P | 5.945 ms | 0 - 61 MB | NPU
94
+ | DenseNet-121 | QNN_DLC | w8a8_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 1.555 ms | 0 - 61 MB | NPU
95
+ | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.721 ms | 0 - 56 MB | NPU
96
+ | DenseNet-121 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.208 ms | 0 - 89 MB | NPU
97
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.939 ms | 0 - 52 MB | NPU
98
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.828 ms | 0 - 3 MB | NPU
99
+ | DenseNet-121 | TFLITE | float | Qualcomm® SA8775P | 2.713 ms | 0 - 56 MB | NPU
100
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS9075 | 2.81 ms | 0 - 18 MB | NPU
101
+ | DenseNet-121 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.304 ms | 0 - 87 MB | NPU
102
+ | DenseNet-121 | TFLITE | float | Qualcomm® SA7255P | 7.939 ms | 0 - 52 MB | NPU
103
+ | DenseNet-121 | TFLITE | float | Qualcomm® SA8295P | 3.062 ms | 0 - 49 MB | NPU
104
+ | DenseNet-121 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.881 ms | 0 - 50 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
105
 
106
  ## License
107
  * The license for the original implementation of DenseNet-121 can be found
release_assets.json CHANGED
@@ -1 +1,39 @@
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/densenet121/releases/v0.50.2/densenet121-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/densenet121/releases/v0.50.2/densenet121-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/densenet121/releases/v0.50.2/densenet121-tflite-float.zip"}}},"w8a16":{"universal_assets":{"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/densenet121/releases/v0.50.2/densenet121-qnn_dlc-w8a16.zip"}}},"w8a8":{"universal_assets":{"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/densenet121/releases/v0.50.2/densenet121-qnn_dlc-w8a8.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/densenet121/releases/v0.50.2/densenet121-tflite-w8a8.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "0.51.0",
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+ "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/densenet121/releases/v0.51.0/densenet121-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/densenet121/releases/v0.51.0/densenet121-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/densenet121/releases/v0.51.0/densenet121-onnx-float.zip"
25
+ }
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+ }
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+ },
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+ "w8a8_mixed_int16": {
29
+ "universal_assets": {
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/densenet121/releases/v0.51.0/densenet121-qnn_dlc-w8a8_mixed_int16.zip"
35
+ }
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+ }
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+ }
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+ }
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+ }