Hugging Face's logo

qualcomm
/
ResNet-Mixed-Convolution

Video Classification
PyTorch
backbone
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
f9534c3
·
verified ·
1 Parent(s): c0e5023

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 +73 -75
  2. release_assets.json +9 -9
README.md CHANGED
@@ -28,11 +28,11 @@ 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/resnet_mixed/releases/v0.55.0/resnet_mixed-onnx-float.zip)
32
- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.55.0/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/v0.55.0/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/v0.55.0/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/v0.55.0/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
 
@@ -62,76 +62,74 @@ See our repository for [ResNet-Mixed-Convolution on GitHub](https://github.com/q
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 | 29.755 ms | 12 - 553 MB | NPU
66
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X Elite | 70.315 ms | 170 - 170 MB | NPU
67
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 50.369 ms | 12 - 755 MB | NPU
68
- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8550 (Proxy) | 70.46 ms | 0 - 53 MB | NPU
69
- | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 42.572 ms | 0 - 535 MB | NPU
70
- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS9075 | 129.327 ms | 11 - 57 MB | NPU
71
- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8750 | 42.572 ms | 0 - 535 MB | NPU
72
- | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS7181 | 70.315 ms | 170 - 170 MB | NPU
73
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 18.791 ms | 6 - 391 MB | NPU
74
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X2 Elite | 24.45 ms | 206 - 206 MB | NPU
75
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X Elite | 45.995 ms | 176 - 176 MB | NPU
76
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.196 ms | 6 - 632 MB | NPU
77
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS6490 | 13043.715 ms | 357 - 370 MB | CPU
78
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 44.453 ms | 0 - 44 MB | NPU
79
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCM6690 | 6759.152 ms | 252 - 259 MB | CPU
80
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 5837.937 ms | 295 - 302 MB | CPU
81
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 26.884 ms | 0 - 377 MB | NPU
82
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS9075 | 46.52 ms | 6 - 51 MB | NPU
83
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS7790 | 5837.937 ms | 295 - 302 MB | CPU
84
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8750 | 26.884 ms | 0 - 377 MB | NPU
85
- | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS7181 | 45.995 ms | 176 - 176 MB | NPU
86
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.9 ms | 12 - 561 MB | NPU
87
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X2 Elite | 38.019 ms | 12 - 12 MB | NPU
88
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 70.867 ms | 12 - 12 MB | NPU
89
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 50.75 ms | 12 - 721 MB | NPU
90
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8275 | 494.363 ms | 0 - 519 MB | NPU
91
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 68.344 ms | 12 - 14 MB | NPU
92
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8775P | 126.783 ms | 0 - 519 MB | NPU
93
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8650P | 126.783 ms | 0 - 519 MB | NPU
94
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8255P | 126.783 ms | 0 - 519 MB | NPU
95
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 133.509 ms | 2 - 510 MB | NPU
96
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA7255P | 494.363 ms | 0 - 519 MB | NPU
97
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8295P | 137.629 ms | 0 - 355 MB | NPU
98
- | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.737 ms | 0 - 522 MB | NPU
99
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS9075 | 131.064 ms | 12 - 25 MB | NPU
100
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8750 | 41.737 ms | 0 - 522 MB | NPU
101
- | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS7181 | 70.867 ms | 12 - 12 MB | NPU
102
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 21.369 ms | 6 - 434 MB | NPU
103
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 26.114 ms | 6 - 6 MB | NPU
104
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 52.37 ms | 6 - 6 MB | NPU
105
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 38.972 ms | 6 - 722 MB | NPU
106
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 180.083 ms | 3 - 10 MB | NPU
107
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 159.784 ms | 1 - 463 MB | NPU
108
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 50.65 ms | 6 - 8 MB | NPU
109
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8775P | 46.69 ms | 6 - 409 MB | NPU
110
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8650P | 46.69 ms | 6 - 409 MB | NPU
111
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8255P | 46.69 ms | 6 - 409 MB | NPU
112
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1152.844 ms | 45 - 554 MB | NPU
113
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA7255P | 159.784 ms | 1 - 463 MB | NPU
114
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 89.119 ms | 8 - 461 MB | NPU
115
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8295P | 77.656 ms | 0 - 407 MB | NPU
116
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 29.94 ms | 6 - 399 MB | NPU
117
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 47.817 ms | 1 - 8 MB | NPU
118
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 73.076 ms | 6 - 723 MB | NPU
119
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 89.119 ms | 8 - 461 MB | NPU
120
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 29.94 ms | 6 - 399 MB | NPU
121
- | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 52.37 ms | 6 - 6 MB | NPU
122
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 986.152 ms | 0 - 650 MB | NPU
123
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1229.982 ms | 0 - 834 MB | NPU
124
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8275 | 2973.423 ms | 1 - 651 MB | NPU
125
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1591.875 ms | 1 - 4 MB | NPU
126
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 1566.284 ms | 1 - 652 MB | NPU
127
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8650P | 1566.284 ms | 1 - 652 MB | NPU
128
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8255P | 1566.284 ms | 1 - 652 MB | NPU
129
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1805.863 ms | 0 - 658 MB | NPU
130
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA7255P | 2973.423 ms | 1 - 651 MB | NPU
131
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8295P | 1815.98 ms | 0 - 504 MB | NPU
132
- | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1032.833 ms | 0 - 643 MB | NPU
133
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS9075 | 1626.72 ms | 0 - 42 MB | NPU
134
- | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8750 | 1032.833 ms | 0 - 643 MB | NPU
135
 
136
  ## License
137
  * 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 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.56.0/resnet_mixed-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.56.0/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/v0.56.0/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/v0.56.0/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/v0.56.0/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® X2 Elite | 135.845 ms | 201 - 201 MB | NPU
66
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® X Elite | 70.28 ms | 170 - 170 MB | NPU
67
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 50.341 ms | 12 - 711 MB | NPU
68
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 131.584 ms | 0 - 498 MB | NPU
69
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8550 (Proxy) | 69.642 ms | 12 - 16 MB | NPU
70
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8450 | 131.584 ms | 0 - 498 MB | NPU
71
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite Mobile | 42.47 ms | 2 - 543 MB | NPU
72
+ | ResNet-Mixed-Convolution | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.63 ms | 4 - 564 MB | NPU
73
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS9075 | 129.686 ms | 11 - 57 MB | NPU
74
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS8750 | 42.47 ms | 2 - 543 MB | NPU
75
+ | ResNet-Mixed-Convolution | ONNX | float | Qualcomm® QCS7181 | 70.28 ms | 170 - 170 MB | NPU
76
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X2 Elite | 36.529 ms | 207 - 207 MB | NPU
77
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® X Elite | 44.955 ms | 176 - 176 MB | NPU
78
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 33.11 ms | 6 - 576 MB | NPU
79
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 82.24 ms | 7 - 574 MB | NPU
80
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 43.691 ms | 0 - 26 MB | NPU
81
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8450 | 82.24 ms | 7 - 574 MB | NPU
82
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS9075 | 46.276 ms | 6 - 51 MB | NPU
83
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 19.329 ms | 0 - 407 MB | NPU
84
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 26.686 ms | 2 - 382 MB | NPU
85
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS8750 | 26.686 ms | 2 - 382 MB | NPU
86
+ | ResNet-Mixed-Convolution | ONNX | w8a16 | Qualcomm® QCS7181 | 44.955 ms | 176 - 176 MB | NPU
87
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X2 Elite | 37.985 ms | 12 - 12 MB | NPU
88
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® X Elite | 70.836 ms | 12 - 12 MB | NPU
89
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 50.769 ms | 12 - 716 MB | NPU
90
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 133.119 ms | 3 - 513 MB | NPU
91
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8275 | 494.37 ms | 1 - 519 MB | NPU
92
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 69.307 ms | 12 - 15 MB | NPU
93
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8450 | 133.119 ms | 3 - 513 MB | NPU
94
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 41.797 ms | 12 - 530 MB | NPU
95
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA8295P | 137.666 ms | 0 - 355 MB | NPU
96
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 30.542 ms | 11 - 569 MB | NPU
97
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® SA7255P | 494.37 ms | 1 - 519 MB | NPU
98
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS9075 | 131.044 ms | 12 - 25 MB | NPU
99
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS8750 | 41.797 ms | 12 - 530 MB | NPU
100
+ | ResNet-Mixed-Convolution | QNN_DLC | float | Qualcomm® QCS7181 | 70.836 ms | 12 - 12 MB | NPU
101
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 38.073 ms | 6 - 6 MB | NPU
102
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® X Elite | 52.111 ms | 6 - 6 MB | NPU
103
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 38.826 ms | 6 - 722 MB | NPU
104
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 76.558 ms | 5 - 723 MB | NPU
105
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 180.805 ms | 8 - 15 MB | NPU
106
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8275 | 159.745 ms | 6 - 468 MB | NPU
107
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 50.627 ms | 6 - 8 MB | NPU
108
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 76.558 ms | 5 - 723 MB | NPU
109
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 47.492 ms | 1 - 8 MB | NPU
110
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 21.284 ms | 6 - 437 MB | NPU
111
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 30.002 ms | 6 - 399 MB | NPU
112
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA8295P | 77.599 ms | 0 - 407 MB | NPU
113
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 89.291 ms | 5 - 459 MB | NPU
114
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® SA7255P | 159.745 ms | 6 - 468 MB | NPU
115
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 1151.142 ms | 6 - 513 MB | NPU
116
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS7790 | 89.291 ms | 5 - 459 MB | NPU
117
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS8750 | 30.002 ms | 6 - 399 MB | NPU
118
+ | ResNet-Mixed-Convolution | QNN_DLC | w8a16 | Qualcomm® QCS7181 | 52.111 ms | 6 - 6 MB | NPU
119
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1222.408 ms | 0 - 837 MB | NPU
120
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 1789.43 ms | 1 - 654 MB | NPU
121
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8275 | 2982.123 ms | 0 - 651 MB | NPU
122
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1552.562 ms | 0 - 4 MB | NPU
123
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8775P | 187519.464 ms | 863 - 879 MB | CPU
124
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8650P | 187519.464 ms | 863 - 879 MB | CPU
125
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8255P | 187519.464 ms | 863 - 879 MB | CPU
126
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8450 | 1789.43 ms | 1 - 654 MB | NPU
127
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Mobile | 1070.064 ms | 0 - 643 MB | NPU
128
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA8295P | 1816.448 ms | 1 - 504 MB | NPU
129
+ | ResNet-Mixed-Convolution | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 965.706 ms | 0 - 657 MB | NPU
130
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® SA7255P | 2982.123 ms | 0 - 651 MB | NPU
131
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS9075 | 1627.872 ms | 0 - 42 MB | NPU
132
+ | ResNet-Mixed-Convolution | TFLITE | float | Qualcomm® QCS8750 | 1070.064 ms | 0 - 643 MB | NPU
 
 
133
 
134
  ## License
135
  * The license for the original implementation of ResNet-Mixed-Convolution can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.55.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -7,14 +7,14 @@
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/v0.55.0/resnet_mixed-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
- "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.25.0"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.55.0/resnet_mixed-onnx-w8a16.zip"
18
  }
19
  }
20
  },
@@ -23,22 +23,22 @@
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
- "litert": "1.4.3"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.55.0/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/v0.55.0/resnet_mixed-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
- "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.25.0"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.55.0/resnet_mixed-onnx-float.zip"
42
  }
43
  }
44
  }
 
1
  {
2
+ "version": "0.56.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
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/v0.56.0/resnet_mixed-qnn_dlc-w8a16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
+ "qairt": "2.45.0.260326154327",
15
  "onnx_runtime": "1.25.0"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.56.0/resnet_mixed-onnx-w8a16.zip"
18
  }
19
  }
20
  },
 
23
  "tflite": {
24
  "tool_versions": {
25
  "qairt": "2.45.0.260326154327",
26
+ "litert": "1.4.4"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.56.0/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/v0.56.0/resnet_mixed-qnn_dlc-float.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
+ "qairt": "2.45.0.260326154327",
39
  "onnx_runtime": "1.25.0"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet_mixed/releases/v0.56.0/resnet_mixed-onnx-float.zip"
42
  }
43
  }
44
  }