Hugging Face's logo

qualcomm
/
Sequencer2D

Image Classification
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
0c2ad56
·
verified ·
1 Parent(s): 4e4e050

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 +45 -37
  2. release_assets.json +6 -6
README.md CHANGED
@@ -27,10 +27,10 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | 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/sequencer2d/releases/v0.52.0/sequencer2d-onnx-float.zip)
31
- | 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/sequencer2d/releases/v0.52.0/sequencer2d-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.52.0/sequencer2d-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.52.0/sequencer2d-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[Sequencer2D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sequencer2d)**.
36
 
@@ -60,39 +60,47 @@ See our repository for [Sequencer2D on GitHub](https://github.com/qualcomm/ai-hu
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.882 ms | 0 - 1367 MB | NPU
64
- | Sequencer2D | ONNX | float | Snapdragon® X2 Elite | 9.777 ms | 61 - 61 MB | NPU
65
- | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.97 ms | 59 - 59 MB | NPU
66
- | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.274 ms | 1 - 2286 MB | NPU
67
- | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 16.727 ms | 0 - 82 MB | NPU
68
- | Sequencer2D | ONNX | float | Qualcomm® QCS9075 | 19.6 ms | 0 - 4 MB | NPU
69
- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.831 ms | 1 - 1046 MB | NPU
70
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.08 ms | 0 - 730 MB | NPU
71
- | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.939 ms | 45 - 45 MB | NPU
72
- | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.164 ms | 43 - 43 MB | NPU
73
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.437 ms | 0 - 869 MB | NPU
74
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 612.837 ms | 46 - 52 MB | CPU
75
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.491 ms | 0 - 71 MB | NPU
76
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS9075 | 20.543 ms | 0 - 3 MB | NPU
77
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 310.143 ms | 47 - 63 MB | CPU
78
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.125 ms | 0 - 705 MB | NPU
79
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 298.712 ms | 47 - 65 MB | CPU
80
- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.224 ms | 1 - 855 MB | NPU
81
- | Sequencer2D | QNN_DLC | float | Snapdragon® X2 Elite | 11.933 ms | 1 - 1 MB | NPU
82
- | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.684 ms | 1 - 1 MB | NPU
83
- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.32 ms | 0 - 2148 MB | NPU
84
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 52.277 ms | 1 - 972 MB | NPU
85
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 21.298 ms | 1 - 137 MB | NPU
86
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS9075 | 22.683 ms | 1 - 3 MB | NPU
87
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 25.954 ms | 0 - 796 MB | NPU
88
- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.283 ms | 1 - 1046 MB | NPU
89
- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.192 ms | 0 - 756 MB | NPU
90
- | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.925 ms | 0 - 981 MB | NPU
91
- | Sequencer2D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.327 ms | 0 - 796 MB | NPU
92
- | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 17.45 ms | 0 - 18 MB | NPU
93
- | Sequencer2D | TFLITE | float | Qualcomm® QCS9075 | 20.36 ms | 0 - 75 MB | NPU
94
- | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.317 ms | 0 - 726 MB | NPU
95
- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.395 ms | 0 - 784 MB | NPU
 
 
 
 
 
 
 
 
96
 
97
  ## License
98
  * The license for the original implementation of Sequencer2D can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/sequencer2d/releases/v0.53.0/sequencer2d-onnx-float.zip)
31
+ | 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/sequencer2d/releases/v0.53.0/sequencer2d-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.53.0/sequencer2d-qnn_dlc-float.zip)
33
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.53.0/sequencer2d-tflite-float.zip)
34
 
35
  For more device-specific assets and performance metrics, visit **[Sequencer2D on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/sequencer2d)**.
36
 
 
60
  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | Sequencer2D | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.903 ms | 0 - 1367 MB | NPU
64
+ | Sequencer2D | ONNX | float | Snapdragon® 8 Elite Mobile | 9.85 ms | 1 - 1045 MB | NPU
65
+ | Sequencer2D | ONNX | float | Snapdragon® X2 Elite | 9.787 ms | 61 - 61 MB | NPU
66
+ | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.983 ms | 59 - 59 MB | NPU
67
+ | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.983 ms | 59 - 59 MB | NPU
68
+ | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.154 ms | 0 - 2275 MB | NPU
69
+ | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.928 ms | 0 - 75 MB | NPU
70
+ | Sequencer2D | ONNX | float | Qualcomm® QCS9075 | 19.89 ms | 0 - 4 MB | NPU
71
+ | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.85 ms | 1 - 1045 MB | NPU
72
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.064 ms | 0 - 728 MB | NPU
73
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 9.987 ms | 0 - 703 MB | NPU
74
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.933 ms | 45 - 45 MB | NPU
75
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.133 ms | 43 - 43 MB | NPU
76
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.133 ms | 43 - 43 MB | NPU
77
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.514 ms | 0 - 886 MB | NPU
78
+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 623.44 ms | 46 - 52 MB | CPU
79
+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.513 ms | 0 - 69 MB | NPU
80
+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS9075 | 20.06 ms | 0 - 3 MB | NPU
81
+ | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 309.487 ms | 47 - 63 MB | CPU
82
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 9.987 ms | 0 - 703 MB | NPU
83
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 299.44 ms | 77 - 90 MB | CPU
84
+ | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 299.44 ms | 77 - 90 MB | CPU
85
+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.157 ms | 1 - 856 MB | NPU
86
+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 12.167 ms | 1 - 1033 MB | NPU
87
+ | Sequencer2D | QNN_DLC | float | Snapdragon® X2 Elite | 11.787 ms | 1 - 1 MB | NPU
88
+ | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.546 ms | 1 - 1 MB | NPU
89
+ | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.546 ms | 1 - 1 MB | NPU
90
+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.099 ms | 0 - 2192 MB | NPU
91
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 51.739 ms | 1 - 997 MB | NPU
92
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.273 ms | 1 - 3 MB | NPU
93
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS9075 | 23.007 ms | 1 - 3 MB | NPU
94
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 25.681 ms | 0 - 797 MB | NPU
95
+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.167 ms | 1 - 1033 MB | NPU
96
+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.21 ms | 0 - 755 MB | NPU
97
+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Mobile | 9.421 ms | 0 - 791 MB | NPU
98
+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.852 ms | 55 - 1042 MB | NPU
99
+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.27 ms | 0 - 795 MB | NPU
100
+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 16.879 ms | 0 - 8 MB | NPU
101
+ | Sequencer2D | TFLITE | float | Qualcomm® QCS9075 | 20.116 ms | 0 - 75 MB | NPU
102
+ | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.227 ms | 0 - 725 MB | NPU
103
+ | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.421 ms | 0 - 791 MB | NPU
104
 
105
  ## License
106
  * The license for the original implementation of Sequencer2D can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
@@ -8,7 +8,7 @@
8
  "qairt": "2.42.0.251225135753_193295",
9
  "onnx_runtime": "1.24.3"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.52.0/sequencer2d-onnx-w8a16.zip"
12
  }
13
  }
14
  },
@@ -17,22 +17,22 @@
17
  "tflite": {
18
  "tool_versions": {
19
  "qairt": "2.45.0.260326154327",
20
- "litert": "1.4.2"
21
  },
22
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.52.0/sequencer2d-tflite-float.zip"
23
  },
24
  "qnn_dlc": {
25
  "tool_versions": {
26
  "qairt": "2.45.0.260326154327"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.52.0/sequencer2d-qnn_dlc-float.zip"
29
  },
30
  "onnx": {
31
  "tool_versions": {
32
  "qairt": "2.42.0.251225135753_193295",
33
  "onnx_runtime": "1.24.3"
34
  },
35
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.52.0/sequencer2d-onnx-float.zip"
36
  }
37
  }
38
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "w8a16": {
5
  "universal_assets": {
 
8
  "qairt": "2.42.0.251225135753_193295",
9
  "onnx_runtime": "1.24.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.53.0/sequencer2d-onnx-w8a16.zip"
12
  }
13
  }
14
  },
 
17
  "tflite": {
18
  "tool_versions": {
19
  "qairt": "2.45.0.260326154327",
20
+ "litert": "1.4.3"
21
  },
22
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.53.0/sequencer2d-tflite-float.zip"
23
  },
24
  "qnn_dlc": {
25
  "tool_versions": {
26
  "qairt": "2.45.0.260326154327"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.53.0/sequencer2d-qnn_dlc-float.zip"
29
  },
30
  "onnx": {
31
  "tool_versions": {
32
  "qairt": "2.42.0.251225135753_193295",
33
  "onnx_runtime": "1.24.3"
34
  },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.53.0/sequencer2d-onnx-float.zip"
36
  }
37
  }
38
  }