Hugging Face's logo

qualcomm
/
LeViT

Image Classification
PyTorch
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
42fbad5
·
verified ·
1 Parent(s): 11eaaf8

v0.53.0

Browse files

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

Files changed (2) hide show
  1. README.md +86 -69
  2. release_assets.json +9 -9
README.md CHANGED
@@ -28,13 +28,13 @@ 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-float.zip)
32
- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-w8a16.zip)
33
- | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-w8a16_mixed_int16.zip)
34
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-qnn_dlc-float.zip)
35
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-qnn_dlc-w8a16.zip)
36
- | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-qnn_dlc-w8a16_mixed_int16.zip)
37
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-tflite-float.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[LeViT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/levit)**.
40
 
@@ -64,69 +64,86 @@ See our repository for [LeViT on GitHub](https://github.com/qualcomm/ai-hub-mode
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
- | LeViT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.653 ms | 1 - 76 MB | NPU
68
- | LeViT | ONNX | float | Snapdragon® X2 Elite | 0.71 ms | 16 - 16 MB | NPU
69
- | LeViT | ONNX | float | Snapdragon® X Elite | 1.479 ms | 16 - 16 MB | NPU
70
- | LeViT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.864 ms | 0 - 93 MB | NPU
71
- | LeViT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.254 ms | 0 - 22 MB | NPU
72
- | LeViT | ONNX | float | Qualcomm® QCS9075 | 1.617 ms | 1 - 3 MB | NPU
73
- | LeViT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.706 ms | 0 - 67 MB | NPU
74
- | LeViT | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.467 ms | 0 - 62 MB | NPU
75
- | LeViT | ONNX | w8a16 | Snapdragon® X2 Elite | 0.507 ms | 8 - 8 MB | NPU
76
- | LeViT | ONNX | w8a16 | Snapdragon® X Elite | 1.253 ms | 8 - 8 MB | NPU
77
- | LeViT | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.719 ms | 0 - 80 MB | NPU
78
- | LeViT | ONNX | w8a16 | Qualcomm® QCS6490 | 43.779 ms | 11 - 16 MB | CPU
79
- | LeViT | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.054 ms | 0 - 13 MB | NPU
80
- | LeViT | ONNX | w8a16 | Qualcomm® QCS9075 | 1.275 ms | 0 - 3 MB | NPU
81
- | LeViT | ONNX | w8a16 | Qualcomm® QCM6690 | 18.551 ms | 11 - 21 MB | CPU
82
- | LeViT | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.529 ms | 0 - 60 MB | NPU
83
- | LeViT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 16.116 ms | 19 - 29 MB | CPU
84
- | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.485 ms | 0 - 61 MB | NPU
85
- | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.506 ms | 10 - 10 MB | NPU
86
- | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.28 ms | 10 - 10 MB | NPU
87
- | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.738 ms | 0 - 87 MB | NPU
88
- | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 43.894 ms | 15 - 20 MB | CPU
89
- | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.062 ms | 0 - 110 MB | NPU
90
- | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.312 ms | 0 - 3 MB | NPU
91
- | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 18.563 ms | 12 - 23 MB | CPU
 
 
 
 
 
 
 
92
  | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.549 ms | 0 - 59 MB | NPU
93
- | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 15.119 ms | 19 - 28 MB | CPU
94
- | LeViT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.73 ms | 1 - 59 MB | NPU
95
- | LeViT | QNN_DLC | float | Snapdragon® X2 Elite | 0.978 ms | 1 - 1 MB | NPU
96
- | LeViT | QNN_DLC | float | Snapdragon® X Elite | 1.791 ms | 1 - 1 MB | NPU
97
- | LeViT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.064 ms | 0 - 79 MB | NPU
98
- | LeViT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.814 ms | 1 - 55 MB | NPU
99
- | LeViT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.565 ms | 1 - 2 MB | NPU
100
- | LeViT | QNN_DLC | float | Qualcomm® QCS9075 | 1.863 ms | 1 - 3 MB | NPU
101
- | LeViT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.351 ms | 0 - 77 MB | NPU
102
- | LeViT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.836 ms | 0 - 61 MB | NPU
103
- | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.634 ms | 0 - 44 MB | NPU
104
- | LeViT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.851 ms | 0 - 0 MB | NPU
105
- | LeViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.633 ms | 0 - 0 MB | NPU
106
- | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.991 ms | 0 - 60 MB | NPU
107
- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.955 ms | 0 - 39 MB | NPU
108
- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.419 ms | 0 - 2 MB | NPU
109
- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.711 ms | 0 - 2 MB | NPU
110
- | LeViT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 5.769 ms | 0 - 165 MB | NPU
111
- | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.721 ms | 0 - 42 MB | NPU
112
- | LeViT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.469 ms | 0 - 39 MB | NPU
113
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.654 ms | 0 - 44 MB | NPU
114
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.848 ms | 0 - 0 MB | NPU
115
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.638 ms | 0 - 0 MB | NPU
116
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 1.01 ms | 0 - 60 MB | NPU
117
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 2.979 ms | 0 - 38 MB | NPU
118
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.439 ms | 0 - 38 MB | NPU
119
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.723 ms | 0 - 2 MB | NPU
120
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 6.127 ms | 0 - 164 MB | NPU
121
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.736 ms | 0 - 37 MB | NPU
122
- | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 1.48 ms | 0 - 39 MB | NPU
123
- | LeViT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.659 ms | 0 - 68 MB | NPU
124
- | LeViT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.038 ms | 0 - 91 MB | NPU
125
- | LeViT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.012 ms | 0 - 62 MB | NPU
126
- | LeViT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.516 ms | 0 - 2 MB | NPU
127
- | LeViT | TFLITE | float | Qualcomm® QCS9075 | 1.875 ms | 0 - 19 MB | NPU
128
- | LeViT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.378 ms | 0 - 79 MB | NPU
129
- | LeViT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.785 ms | 0 - 61 MB | NPU
 
 
 
 
 
 
 
 
 
 
130
 
131
  ## License
132
  * The license for the original implementation of LeViT can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | 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/levit/releases/v0.53.0/levit-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-onnx-w8a16.zip)
33
+ | ONNX | w8a16_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-onnx-w8a16_mixed_int16.zip)
34
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-qnn_dlc-float.zip)
35
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-qnn_dlc-w8a16.zip)
36
+ | QNN_DLC | w8a16_mixed_int16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-qnn_dlc-w8a16_mixed_int16.zip)
37
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-tflite-float.zip)
38
 
39
  For more device-specific assets and performance metrics, visit **[LeViT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/levit)**.
40
 
 
64
  ## Performance Summary
65
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
66
  |---|---|---|---|---|---|---
67
+ | LeViT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.652 ms | 1 - 77 MB | NPU
68
+ | LeViT | ONNX | float | Snapdragon® 8 Elite Mobile | 0.706 ms | 0 - 76 MB | NPU
69
+ | LeViT | ONNX | float | Snapdragon® X2 Elite | 0.695 ms | 16 - 16 MB | NPU
70
+ | LeViT | ONNX | float | Snapdragon® X Elite | 1.461 ms | 16 - 16 MB | NPU
71
+ | LeViT | ONNX | float | Snapdragon® X Elite | 1.461 ms | 16 - 16 MB | NPU
72
+ | LeViT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.869 ms | 0 - 93 MB | NPU
73
+ | LeViT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.259 ms | 0 - 22 MB | NPU
74
+ | LeViT | ONNX | float | Qualcomm® QCS9075 | 1.612 ms | 1 - 3 MB | NPU
75
+ | LeViT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.706 ms | 0 - 76 MB | NPU
76
+ | LeViT | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.466 ms | 0 - 62 MB | NPU
77
+ | LeViT | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.534 ms | 0 - 53 MB | NPU
78
+ | LeViT | ONNX | w8a16 | Snapdragon® X2 Elite | 0.496 ms | 8 - 8 MB | NPU
79
+ | LeViT | ONNX | w8a16 | Snapdragon® X Elite | 1.252 ms | 8 - 8 MB | NPU
80
+ | LeViT | ONNX | w8a16 | Snapdragon® X Elite | 1.252 ms | 8 - 8 MB | NPU
81
+ | LeViT | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.711 ms | 0 - 80 MB | NPU
82
+ | LeViT | ONNX | w8a16 | Qualcomm® QCS6490 | 46.753 ms | 12 - 16 MB | CPU
83
+ | LeViT | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.036 ms | 0 - 23 MB | NPU
84
+ | LeViT | ONNX | w8a16 | Qualcomm® QCS9075 | 1.27 ms | 0 - 3 MB | NPU
85
+ | LeViT | ONNX | w8a16 | Qualcomm® QCM6690 | 18.621 ms | 12 - 22 MB | CPU
86
+ | LeViT | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.534 ms | 0 - 53 MB | NPU
87
+ | LeViT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 16.121 ms | 13 - 23 MB | CPU
88
+ | LeViT | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 16.121 ms | 13 - 23 MB | CPU
89
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.484 ms | 0 - 61 MB | NPU
90
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.549 ms | 0 - 59 MB | NPU
91
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.511 ms | 9 - 9 MB | NPU
92
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.269 ms | 10 - 10 MB | NPU
93
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® X Elite | 1.269 ms | 10 - 10 MB | NPU
94
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.729 ms | 0 - 86 MB | NPU
95
+ | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCS6490 | 44.611 ms | 11 - 16 MB | CPU
96
+ | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.064 ms | 0 - 13 MB | NPU
97
+ | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.296 ms | 0 - 3 MB | NPU
98
+ | LeViT | ONNX | w8a16_mixed_int16 | Qualcomm® QCM6690 | 18.861 ms | 12 - 22 MB | CPU
99
  | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.549 ms | 0 - 59 MB | NPU
100
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 14.328 ms | 12 - 23 MB | CPU
101
+ | LeViT | ONNX | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 14.328 ms | 12 - 23 MB | CPU
102
+ | LeViT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.718 ms | 1 - 62 MB | NPU
103
+ | LeViT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.83 ms | 0 - 58 MB | NPU
104
+ | LeViT | QNN_DLC | float | Snapdragon® X2 Elite | 0.971 ms | 1 - 1 MB | NPU
105
+ | LeViT | QNN_DLC | float | Snapdragon® X Elite | 1.824 ms | 1 - 1 MB | NPU
106
+ | LeViT | QNN_DLC | float | Snapdragon® X Elite | 1.824 ms | 1 - 1 MB | NPU
107
+ | LeViT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.08 ms | 0 - 82 MB | NPU
108
+ | LeViT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 3.804 ms | 1 - 58 MB | NPU
109
+ | LeViT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.602 ms | 1 - 2 MB | NPU
110
+ | LeViT | QNN_DLC | float | Qualcomm® QCS9075 | 1.883 ms | 1 - 3 MB | NPU
111
+ | LeViT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.372 ms | 0 - 84 MB | NPU
112
+ | LeViT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.83 ms | 0 - 58 MB | NPU
113
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.585 ms | 0 - 45 MB | NPU
114
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.69 ms | 0 - 38 MB | NPU
115
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.803 ms | 0 - 0 MB | NPU
116
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.639 ms | 0 - 0 MB | NPU
117
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® X Elite | 1.639 ms | 0 - 0 MB | NPU
118
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.971 ms | 0 - 62 MB | NPU
119
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.841 ms | 0 - 43 MB | NPU
120
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 1.415 ms | 0 - 2 MB | NPU
121
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.721 ms | 0 - 2 MB | NPU
122
+ | LeViT | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.486 ms | 0 - 166 MB | NPU
123
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.69 ms | 0 - 38 MB | NPU
124
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.468 ms | 0 - 41 MB | NPU
125
+ | LeViT | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1.468 ms | 0 - 41 MB | NPU
126
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.605 ms | 0 - 45 MB | NPU
127
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite Mobile | 0.7 ms | 0 - 43 MB | NPU
128
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X2 Elite | 0.798 ms | 0 - 0 MB | NPU
129
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.656 ms | 0 - 0 MB | NPU
130
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® X Elite | 1.656 ms | 0 - 0 MB | NPU
131
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Gen 3 Mobile | 0.984 ms | 0 - 62 MB | NPU
132
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8275 (Proxy) | 2.925 ms | 0 - 41 MB | NPU
133
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS8550 (Proxy) | 1.456 ms | 0 - 2 MB | NPU
134
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCS9075 | 1.739 ms | 0 - 2 MB | NPU
135
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Qualcomm® QCM6690 | 6.747 ms | 0 - 167 MB | NPU
136
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.7 ms | 0 - 43 MB | NPU
137
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 1.479 ms | 0 - 41 MB | NPU
138
+ | LeViT | QNN_DLC | w8a16_mixed_int16 | Snapdragon® 7 Gen 4 Mobile | 1.479 ms | 0 - 41 MB | NPU
139
+ | LeViT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.658 ms | 0 - 68 MB | NPU
140
+ | LeViT | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.782 ms | 0 - 54 MB | NPU
141
+ | LeViT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.033 ms | 0 - 93 MB | NPU
142
+ | LeViT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.014 ms | 0 - 62 MB | NPU
143
+ | LeViT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.506 ms | 0 - 2 MB | NPU
144
+ | LeViT | TFLITE | float | Qualcomm® QCS9075 | 1.861 ms | 0 - 19 MB | NPU
145
+ | LeViT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.356 ms | 0 - 79 MB | NPU
146
+ | LeViT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.782 ms | 0 - 54 MB | NPU
147
 
148
  ## License
149
  * The license for the original implementation of LeViT 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/levit/releases/v0.52.0/levit-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/levit/releases/v0.52.0/levit-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/levit/releases/v0.52.0/levit-onnx-float.zip"
25
  }
26
  }
27
  },
@@ -31,14 +31,14 @@
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/levit/releases/v0.52.0/levit-qnn_dlc-w8a16_mixed_int16.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-w8a16_mixed_int16.zip"
42
  }
43
  }
44
  },
@@ -48,14 +48,14 @@
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-qnn_dlc-w8a16.zip"
52
  },
53
  "onnx": {
54
  "tool_versions": {
55
  "qairt": "2.42.0.251225135753_193295",
56
  "onnx_runtime": "1.24.3"
57
  },
58
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.52.0/levit-onnx-w8a16.zip"
59
  }
60
  }
61
  }
 
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/levit/releases/v0.53.0/levit-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/levit/releases/v0.53.0/levit-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/levit/releases/v0.53.0/levit-onnx-float.zip"
25
  }
26
  }
27
  },
 
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/levit/releases/v0.53.0/levit-qnn_dlc-w8a16_mixed_int16.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-onnx-w8a16_mixed_int16.zip"
42
  }
43
  }
44
  },
 
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-qnn_dlc-w8a16.zip"
52
  },
53
  "onnx": {
54
  "tool_versions": {
55
  "qairt": "2.42.0.251225135753_193295",
56
  "onnx_runtime": "1.24.3"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/levit/releases/v0.53.0/levit-onnx-w8a16.zip"
59
  }
60
  }
61
  }