Hugging Face's logo

qualcomm
/
Inception-v3

Image Classification
PyTorch
backbone
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
20795c6
·
verified ·
1 Parent(s): d13ae4c

v0.56.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +93 -90
  2. release_assets.json +13 -13
README.md CHANGED
@@ -28,12 +28,12 @@ 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-onnx-float.zip)
32
- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-onnx-w8a8.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-qnn_dlc-w8a8.zip)
35
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-tflite-float.zip)
36
- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
39
 
@@ -63,93 +63,96 @@ See our repository for [Inception-v3 on GitHub](https://github.com/qualcomm/ai-h
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.071 ms | 1 - 43 MB | NPU
67
- | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 1.134 ms | 180 - 180 MB | NPU
68
- | Inception-v3 | ONNX | float | Snapdragon® X Elite | 2.136 ms | 180 - 180 MB | NPU
69
- | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.577 ms | 1 - 67 MB | NPU
70
- | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.178 ms | 0 - 210 MB | NPU
71
- | Inception-v3 | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.34 ms | 0 - 41 MB | NPU
 
 
72
  | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 3.709 ms | 1 - 46 MB | NPU
73
- | Inception-v3 | ONNX | float | Qualcomm® QCS8750 | 1.34 ms | 0 - 41 MB | NPU
74
- | Inception-v3 | ONNX | float | Qualcomm® QCS7181 | 2.136 ms | 180 - 180 MB | NPU
75
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.432 ms | 0 - 63 MB | NPU
76
- | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.802 ms | 181 - 181 MB | NPU
77
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.642 ms | 0 - 105 MB | NPU
78
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 43.469 ms | 18 - 47 MB | CPU
79
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.851 ms | 0 - 173 MB | NPU
80
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 26.555 ms | 17 - 27 MB | CPU
81
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 33.259 ms | 16 - 26 MB | CPU
82
- | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.538 ms | 0 - 65 MB | NPU
83
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.9 ms | 0 - 45 MB | NPU
84
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS7790 | 26.555 ms | 17 - 27 MB | CPU
85
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.538 ms | 0 - 65 MB | NPU
86
- | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS7181 | 0.802 ms | 181 - 181 MB | NPU
87
- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.998 ms | 1 - 38 MB | NPU
88
- | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 1.187 ms | 1 - 1 MB | NPU
89
- | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 2.069 ms | 1 - 1 MB | NPU
90
- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.514 ms | 0 - 60 MB | NPU
91
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 | 13.496 ms | 1 - 35 MB | NPU
92
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.973 ms | 1 - 3 MB | NPU
93
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 3.615 ms | 1 - 38 MB | NPU
94
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8650P | 3.615 ms | 1 - 38 MB | NPU
95
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8255P | 3.615 ms | 1 - 38 MB | NPU
96
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 3.741 ms | 0 - 59 MB | NPU
97
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 4.16 ms | 0 - 32 MB | NPU
98
- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.261 ms | 1 - 40 MB | NPU
99
- | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 13.496 ms | 1 - 35 MB | NPU
100
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 3.437 ms | 1 - 4 MB | NPU
101
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8750 | 1.261 ms | 1 - 40 MB | NPU
102
- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS7181 | 2.069 ms | 1 - 1 MB | NPU
103
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.403 ms | 0 - 56 MB | NPU
104
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.47 ms | 0 - 0 MB | NPU
105
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.879 ms | 0 - 0 MB | NPU
106
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.61 ms | 0 - 79 MB | NPU
107
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.524 ms | 0 - 2 MB | NPU
108
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.381 ms | 0 - 53 MB | NPU
109
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.806 ms | 0 - 2 MB | NPU
110
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 1.003 ms | 0 - 56 MB | NPU
111
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8650P | 1.003 ms | 0 - 56 MB | NPU
112
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8255P | 1.003 ms | 0 - 56 MB | NPU
113
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.381 ms | 0 - 53 MB | NPU
114
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.301 ms | 0 - 56 MB | NPU
115
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.61 ms | 0 - 52 MB | NPU
116
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.583 ms | 0 - 168 MB | NPU
117
- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.518 ms | 0 - 53 MB | NPU
118
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.824 ms | 0 - 2 MB | NPU
119
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.187 ms | 0 - 84 MB | NPU
120
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.301 ms | 0 - 56 MB | NPU
121
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.518 ms | 0 - 53 MB | NPU
122
- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.879 ms | 0 - 0 MB | NPU
 
 
 
 
 
 
 
 
 
123
  | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.993 ms | 0 - 68 MB | NPU
124
- | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.487 ms | 0 - 118 MB | NPU
125
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 | 13.502 ms | 0 - 66 MB | NPU
126
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.027 ms | 0 - 3 MB | NPU
127
- | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 3.637 ms | 0 - 69 MB | NPU
128
- | Inception-v3 | TFLITE | float | Qualcomm® SA8650P | 3.637 ms | 0 - 69 MB | NPU
129
- | Inception-v3 | TFLITE | float | Qualcomm® SA8255P | 3.637 ms | 0 - 69 MB | NPU
130
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 3.745 ms | 0 - 120 MB | NPU
131
- | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 4.145 ms | 0 - 64 MB | NPU
132
- | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1.269 ms | 0 - 70 MB | NPU
133
- | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 13.502 ms | 0 - 66 MB | NPU
134
- | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 3.445 ms | 0 - 49 MB | NPU
135
- | Inception-v3 | TFLITE | float | Qualcomm® QCS8750 | 1.269 ms | 0 - 70 MB | NPU
136
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.444 ms | 0 - 54 MB | NPU
137
  | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.637 ms | 0 - 87 MB | NPU
138
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.724 ms | 0 - 25 MB | NPU
139
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.494 ms | 0 - 51 MB | NPU
140
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.908 ms | 0 - 2 MB | NPU
141
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 1.168 ms | 0 - 55 MB | NPU
142
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8650P | 1.168 ms | 0 - 55 MB | NPU
143
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8255P | 1.168 ms | 0 - 55 MB | NPU
144
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.494 ms | 0 - 51 MB | NPU
145
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.416 ms | 0 - 53 MB | NPU
146
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.816 ms | 0 - 50 MB | NPU
147
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 10.708 ms | 0 - 168 MB | NPU
148
- | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.549 ms | 0 - 53 MB | NPU
149
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.985 ms | 0 - 25 MB | NPU
150
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 1.298 ms | 0 - 81 MB | NPU
151
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.416 ms | 0 - 53 MB | NPU
152
- | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.549 ms | 0 - 53 MB | NPU
 
 
153
 
154
  ## License
155
  * The license for the original implementation of Inception-v3 can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
39
 
 
63
  ## Performance Summary
64
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
65
  |---|---|---|---|---|---|---
66
+ | Inception-v3 | ONNX | float | Snapdragon® X2 Elite | 1.141 ms | 212 - 212 MB | NPU
67
+ | Inception-v3 | ONNX | float | Snapdragon® X Elite | 2.147 ms | 148 - 148 MB | NPU
68
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 1.59 ms | 39 - 91 MB | NPU
69
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 3.963 ms | 1 - 56 MB | NPU
70
+ | Inception-v3 | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2.175 ms | 0 - 50 MB | NPU
71
+ | Inception-v3 | ONNX | float | Qualcomm® QCS8450 | 3.963 ms | 1 - 56 MB | NPU
72
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Mobile | 1.34 ms | 0 - 43 MB | NPU
73
+ | Inception-v3 | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.07 ms | 1 - 37 MB | NPU
74
  | Inception-v3 | ONNX | float | Qualcomm® QCS9075 | 3.709 ms | 1 - 46 MB | NPU
75
+ | Inception-v3 | ONNX | float | Qualcomm® QCS8750 | 1.34 ms | 0 - 43 MB | NPU
76
+ | Inception-v3 | ONNX | float | Qualcomm® QCS7181 | 2.147 ms | 148 - 148 MB | NPU
77
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.383 ms | 181 - 181 MB | NPU
78
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® X Elite | 0.801 ms | 149 - 149 MB | NPU
79
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.635 ms | 0 - 92 MB | NPU
80
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.237 ms | 0 - 92 MB | NPU
81
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS6490 | 3.451 ms | 0 - 46 MB | NPU
82
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.852 ms | 0 - 4 MB | NPU
83
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.237 ms | 0 - 92 MB | NPU
84
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.431 ms | 0 - 57 MB | NPU
85
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.367 ms | 0 - 59 MB | NPU
86
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 10.734 ms | 0 - 176 MB | NPU
87
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS9075 | 0.888 ms | 0 - 45 MB | NPU
88
+ | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.538 ms | 0 - 63 MB | NPU
89
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS7790 | 1.367 ms | 0 - 59 MB | NPU
90
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS8750 | 0.538 ms | 0 - 63 MB | NPU
91
+ | Inception-v3 | ONNX | w8a8 | Qualcomm® QCS7181 | 0.801 ms | 149 - 149 MB | NPU
92
+ | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 1.194 ms | 1 - 1 MB | NPU
93
+ | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 2.099 ms | 1 - 1 MB | NPU
94
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.511 ms | 0 - 59 MB | NPU
95
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 3.731 ms | 0 - 59 MB | NPU
96
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 | 13.482 ms | 1 - 35 MB | NPU
97
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.978 ms | 0 - 24 MB | NPU
98
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 | 3.731 ms | 0 - 59 MB | NPU
99
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 1.274 ms | 0 - 36 MB | NPU
100
+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 4.158 ms | 0 - 33 MB | NPU
101
+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.998 ms | 1 - 40 MB | NPU
102
+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 13.482 ms | 1 - 35 MB | NPU
103
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 3.432 ms | 3 - 6 MB | NPU
104
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8750 | 1.274 ms | 0 - 36 MB | NPU
105
+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS7181 | 2.099 ms | 1 - 1 MB | NPU
106
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.458 ms | 0 - 0 MB | NPU
107
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.866 ms | 0 - 0 MB | NPU
108
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.593 ms | 0 - 80 MB | NPU
109
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.19 ms | 0 - 82 MB | NPU
110
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 3.524 ms | 2 - 4 MB | NPU
111
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 | 2.432 ms | 0 - 53 MB | NPU
112
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.809 ms | 0 - 2 MB | NPU
113
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.19 ms | 0 - 82 MB | NPU
114
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.412 ms | 0 - 57 MB | NPU
115
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.302 ms | 0 - 55 MB | NPU
116
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 10.581 ms | 2 - 170 MB | NPU
117
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.828 ms | 2 - 4 MB | NPU
118
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 2.432 ms | 0 - 53 MB | NPU
119
+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.521 ms | 0 - 53 MB | NPU
120
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.592 ms | 0 - 52 MB | NPU
121
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS7790 | 1.302 ms | 0 - 55 MB | NPU
122
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8750 | 0.521 ms | 0 - 53 MB | NPU
123
+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS7181 | 0.866 ms | 0 - 0 MB | NPU
124
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.5 ms | 0 - 117 MB | NPU
125
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 3.731 ms | 0 - 119 MB | NPU
126
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 | 13.491 ms | 0 - 66 MB | NPU
127
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2.03 ms | 0 - 2 MB | NPU
128
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8775P | 33.495 ms | 0 - 30 MB | GPU
129
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8650P | 33.495 ms | 0 - 30 MB | GPU
130
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8255P | 33.495 ms | 0 - 30 MB | GPU
131
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8450 | 3.731 ms | 0 - 119 MB | NPU
132
+ | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Mobile | 1.264 ms | 0 - 73 MB | NPU
133
+ | Inception-v3 | TFLITE | float | Qualcomm® SA8295P | 4.176 ms | 0 - 64 MB | NPU
134
  | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.993 ms | 0 - 68 MB | NPU
135
+ | Inception-v3 | TFLITE | float | Qualcomm® SA7255P | 13.491 ms | 0 - 66 MB | NPU
136
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS9075 | 3.448 ms | 0 - 49 MB | NPU
137
+ | Inception-v3 | TFLITE | float | Qualcomm® QCS8750 | 1.264 ms | 0 - 73 MB | NPU
 
 
 
 
 
 
 
 
 
 
138
  | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.637 ms | 0 - 87 MB | NPU
139
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.293 ms | 0 - 85 MB | NPU
140
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.672 ms | 0 - 25 MB | NPU
141
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8275 | 2.508 ms | 0 - 51 MB | NPU
142
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.91 ms | 0 - 27 MB | NPU
143
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8775P | 34.209 ms | 1 - 34 MB | GPU
144
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8650P | 34.209 ms | 1 - 34 MB | GPU
145
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8255P | 34.209 ms | 1 - 34 MB | GPU
146
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8450 | 1.293 ms | 0 - 85 MB | NPU
147
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.452 ms | 0 - 55 MB | NPU
148
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.4 ms | 0 - 53 MB | NPU
149
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCM6690 | 10.715 ms | 0 - 168 MB | NPU
150
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.994 ms | 0 - 25 MB | NPU
151
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA7255P | 2.508 ms | 0 - 51 MB | NPU
152
+ | Inception-v3 | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.545 ms | 0 - 51 MB | NPU
153
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® SA8295P | 1.835 ms | 0 - 49 MB | NPU
154
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS7790 | 1.4 ms | 0 - 53 MB | NPU
155
+ | Inception-v3 | TFLITE | w8a8 | Qualcomm® QCS8750 | 0.545 ms | 0 - 51 MB | NPU
156
 
157
  ## License
158
  * The license for the original implementation of Inception-v3 can be found
release_assets.json CHANGED
@@ -1,51 +1,51 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
- "w8a8": {
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/inception_v3/releases/v0.55.0/inception_v3-tflite-w8a8.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/inception_v3/releases/v0.55.0/inception_v3-qnn_dlc-w8a8.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
- "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.25.0"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-onnx-w8a8.zip"
25
  }
26
  }
27
  },
28
- "float": {
29
  "universal_assets": {
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/inception_v3/releases/v0.55.0/inception_v3-tflite-float.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/inception_v3/releases/v0.55.0/inception_v3-qnn_dlc-float.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
- "qairt": "2.42.0.251225135753_193295",
46
  "onnx_runtime": "1.25.0"
47
  },
48
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.55.0/inception_v3-onnx-float.zip"
49
  }
50
  }
51
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
+ "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.4"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-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/inception_v3/releases/v0.56.0/inception_v3-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
+ "qairt": "2.45.0.260326154327",
22
  "onnx_runtime": "1.25.0"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-onnx-float.zip"
25
  }
26
  }
27
  },
28
+ "w8a8": {
29
  "universal_assets": {
30
  "tflite": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.4"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-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/inception_v3/releases/v0.56.0/inception_v3-qnn_dlc-w8a8.zip"
42
  },
43
  "onnx": {
44
  "tool_versions": {
45
+ "qairt": "2.45.0.260326154327",
46
  "onnx_runtime": "1.25.0"
47
  },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.56.0/inception_v3-onnx-w8a8.zip"
49
  }
50
  }
51
  }