Hugging Face's logo

qualcomm
/
Video-MAE

Video Classification
PyTorch
backbone
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
336e438
·
verified ·
1 Parent(s): 8a09439

v0.47.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

Files changed (1) hide show
  1. README.md +33 -32
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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.46.0/video_mae-onnx-float.zip)
32
- | ONNX | w8a16 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.46.0/video_mae-onnx-w8a16.zip)
33
- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.46.0/video_mae-qnn_dlc-float.zip)
34
- | QNN_DLC | w8a16 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.46.0/video_mae-qnn_dlc-w8a16.zip)
35
- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.46.0/video_mae-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[Video-MAE on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/video_mae)**.
38
 
@@ -61,33 +61,34 @@ See our repository for [Video-MAE on GitHub](https://github.com/quic/ai-hub-mode
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | Video-MAE | ONNX | float | Snapdragon® X Elite | 599.027 ms | 187 - 187 MB | NPU
65
- | Video-MAE | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 417.051 ms | 10 - 1193 MB | NPU
66
- | Video-MAE | ONNX | float | Qualcomm® QCS8550 (Proxy) | 572.814 ms | 0 - 217 MB | NPU
67
- | Video-MAE | ONNX | float | Qualcomm® QCS9075 | 672.39 ms | 9 - 21 MB | NPU
68
- | Video-MAE | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 439.593 ms | 1 - 971 MB | NPU
69
- | Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 594.011 ms | 1 - 977 MB | NPU
70
- | Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 473.072 ms | 9 - 9 MB | NPU
71
- | Video-MAE | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 354.537 ms | 9 - 1124 MB | NPU
72
- | Video-MAE | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1038.798 ms | 0 - 914 MB | NPU
73
- | Video-MAE | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 454.586 ms | 9 - 12 MB | NPU
74
- | Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 485.216 ms | 0 - 956 MB | NPU
75
- | Video-MAE | QNN_DLC | float | Qualcomm® QCS9075 | 515.489 ms | 11 - 22 MB | NPU
76
- | Video-MAE | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 579.173 ms | 9 - 1066 MB | NPU
77
- | Video-MAE | QNN_DLC | float | Qualcomm® SA7255P | 1038.798 ms | 0 - 914 MB | NPU
78
- | Video-MAE | QNN_DLC | float | Qualcomm® SA8295P | 565.13 ms | 0 - 858 MB | NPU
79
- | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 331.251 ms | 9 - 928 MB | NPU
80
- | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 249.902 ms | 11 - 966 MB | NPU
81
- | Video-MAE | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 100.537 ms | 0 - 1169 MB | NPU
82
- | Video-MAE | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5536.906 ms | 42 - 59 MB | CPU
83
- | Video-MAE | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 138.298 ms | 0 - 4 MB | NPU
84
- | Video-MAE | TFLITE | float | Qualcomm® SA8775P | 160.51 ms | 0 - 961 MB | NPU
85
- | Video-MAE | TFLITE | float | Qualcomm® QCS9075 | 172.102 ms | 0 - 207 MB | NPU
86
- | Video-MAE | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 298.251 ms | 0 - 1115 MB | NPU
87
- | Video-MAE | TFLITE | float | Qualcomm® SA7255P | 5536.906 ms | 42 - 59 MB | CPU
88
- | Video-MAE | TFLITE | float | Qualcomm® SA8295P | 214.16 ms | 0 - 912 MB | NPU
89
- | Video-MAE | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.663 ms | 0 - 962 MB | NPU
90
- | Video-MAE | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 60.822 ms | 0 - 954 MB | NPU
 
91
 
92
  ## License
93
  * The license for the original implementation of Video-MAE can be found
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.47.0/video_mae-onnx-float.zip)
32
+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.47.0/video_mae-onnx-w8a16.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.47.0/video_mae-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.47.0/video_mae-qnn_dlc-w8a16.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/video_mae/releases/v0.47.0/video_mae-tflite-float.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[Video-MAE on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/video_mae)**.
38
 
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | Video-MAE | ONNX | float | Snapdragon® X Elite | 587.026 ms | 187 - 187 MB | NPU
65
+ | Video-MAE | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 368.95 ms | 2 - 1260 MB | NPU
66
+ | Video-MAE | ONNX | float | Qualcomm® QCS8550 (Proxy) | 568.266 ms | 0 - 5 MB | NPU
67
+ | Video-MAE | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 390.549 ms | 2 - 1045 MB | NPU
68
+ | Video-MAE | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 459.094 ms | 9 - 1089 MB | NPU
69
+ | Video-MAE | ONNX | float | Snapdragon® X2 Elite | 448.083 ms | 187 - 187 MB | NPU
70
+ | Video-MAE | QNN_DLC | float | Snapdragon® X Elite | 472.261 ms | 9 - 9 MB | NPU
71
+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 381.871 ms | 9 - 1170 MB | NPU
72
+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1091.288 ms | 1 - 948 MB | NPU
73
+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 453.084 ms | 9 - 12 MB | NPU
74
+ | Video-MAE | QNN_DLC | float | Qualcomm® SA8775P | 497.143 ms | 0 - 972 MB | NPU
75
+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS9075 | 514.195 ms | 9 - 20 MB | NPU
76
+ | Video-MAE | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 580.221 ms | 9 - 1067 MB | NPU
77
+ | Video-MAE | QNN_DLC | float | Qualcomm® SA7255P | 1091.288 ms | 1 - 948 MB | NPU
78
+ | Video-MAE | QNN_DLC | float | Qualcomm® SA8295P | 569.0 ms | 0 - 858 MB | NPU
79
+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 260.228 ms | 9 - 969 MB | NPU
80
+ | Video-MAE | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 329.664 ms | 9 - 962 MB | NPU
81
+ | Video-MAE | QNN_DLC | float | Snapdragon® X2 Elite | 295.799 ms | 9 - 9 MB | NPU
82
+ | Video-MAE | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 101.855 ms | 0 - 1168 MB | NPU
83
+ | Video-MAE | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 5585.078 ms | 42 - 59 MB | CPU
84
+ | Video-MAE | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 140.998 ms | 0 - 4 MB | NPU
85
+ | Video-MAE | TFLITE | float | Qualcomm® SA8775P | 161.076 ms | 0 - 955 MB | NPU
86
+ | Video-MAE | TFLITE | float | Qualcomm® QCS9075 | 172.2 ms | 0 - 207 MB | NPU
87
+ | Video-MAE | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 296.47 ms | 1 - 1113 MB | NPU
88
+ | Video-MAE | TFLITE | float | Qualcomm® SA7255P | 5585.078 ms | 42 - 59 MB | CPU
89
+ | Video-MAE | TFLITE | float | Qualcomm® SA8295P | 214.768 ms | 0 - 907 MB | NPU
90
+ | Video-MAE | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 74.046 ms | 0 - 965 MB | NPU
91
+ | Video-MAE | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 60.611 ms | 0 - 965 MB | NPU
92
 
93
  ## License
94
  * The license for the original implementation of Video-MAE can be found