Hugging Face's logo

qualcomm
/
Sequencer2D

Image Classification
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
161293a
·
verified ·
1 Parent(s): c6a9770

v0.51.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +37 -37
  2. release_assets.json +40 -1
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/v0.50.2/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/v0.50.2/sequencer2d-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/sequencer2d-qnn_dlc-float.zip)
33
- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/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 +60,39 @@ 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 | 7.9 ms | 0 - 1367 MB | NPU
64
- | Sequencer2D | ONNX | float | Snapdragon® X2 Elite | 9.785 ms | 61 - 61 MB | NPU
65
- | Sequencer2D | ONNX | float | Snapdragon® X Elite | 16.994 ms | 59 - 59 MB | NPU
66
- | Sequencer2D | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.297 ms | 0 - 2277 MB | NPU
67
- | Sequencer2D | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.971 ms | 0 - 85 MB | NPU
68
- | Sequencer2D | ONNX | float | Qualcomm® QCS9075 | 19.511 ms | 0 - 4 MB | NPU
69
- | Sequencer2D | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.859 ms | 1 - 1045 MB | NPU
70
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.082 ms | 0 - 729 MB | NPU
71
- | Sequencer2D | ONNX | w8a16 | Snapdragon® X2 Elite | 9.941 ms | 45 - 45 MB | NPU
72
- | Sequencer2D | ONNX | w8a16 | Snapdragon® X Elite | 18.122 ms | 43 - 43 MB | NPU
73
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 11.455 ms | 0 - 881 MB | NPU
74
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS6490 | 622.275 ms | 51 - 56 MB | CPU
75
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 17.426 ms | 0 - 72 MB | NPU
76
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCS9075 | 20.243 ms | 0 - 3 MB | NPU
77
- | Sequencer2D | ONNX | w8a16 | Qualcomm® QCM6690 | 307.245 ms | 49 - 66 MB | CPU
78
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.202 ms | 0 - 704 MB | NPU
79
- | Sequencer2D | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 300.329 ms | 49 - 63 MB | CPU
80
- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.531 ms | 0 - 876 MB | NPU
81
- | Sequencer2D | QNN_DLC | float | Snapdragon® X2 Elite | 12.526 ms | 1 - 1 MB | NPU
82
- | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.88 ms | 1 - 1 MB | NPU
83
- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.974 ms | 0 - 2258 MB | NPU
84
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 53.777 ms | 1 - 976 MB | NPU
85
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.811 ms | 1 - 3 MB | NPU
86
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS9075 | 23.092 ms | 1 - 3 MB | NPU
87
- | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.443 ms | 0 - 867 MB | NPU
88
- | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.671 ms | 0 - 1050 MB | NPU
89
- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.129 ms | 0 - 768 MB | NPU
90
- | Sequencer2D | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 12.035 ms | 0 - 1030 MB | NPU
91
- | Sequencer2D | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.877 ms | 0 - 794 MB | NPU
92
- | Sequencer2D | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 17.075 ms | 0 - 12 MB | NPU
93
- | Sequencer2D | TFLITE | float | Qualcomm® QCS9075 | 20.27 ms | 0 - 75 MB | NPU
94
- | Sequencer2D | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 21.422 ms | 0 - 720 MB | NPU
95
- | Sequencer2D | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.293 ms | 0 - 790 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/v0.51.0/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/v0.51.0/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/v0.51.0/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/v0.51.0/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 | 7.882 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 | 9.208 ms | 0 - 855 MB | NPU
81
+ | Sequencer2D | QNN_DLC | float | Snapdragon® X2 Elite | 14.418 ms | 1 - 1 MB | NPU
82
+ | Sequencer2D | QNN_DLC | float | Snapdragon® X Elite | 21.702 ms | 1 - 1 MB | NPU
83
+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 14.436 ms | 0 - 2148 MB | NPU
84
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 52.203 ms | 1 - 973 MB | NPU
85
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 20.907 ms | 1 - 424 MB | NPU
86
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS9075 | 23.027 ms | 1 - 3 MB | NPU
87
+ | Sequencer2D | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 26.331 ms | 0 - 797 MB | NPU
88
+ | Sequencer2D | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.196 ms | 1 - 1047 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
release_assets.json CHANGED
@@ -1 +1,40 @@
1
- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/sequencer2d-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/sequencer2d-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/sequencer2d-tflite-float.zip"}}},"w8a16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/sequencer2d/releases/v0.50.2/sequencer2d-onnx-w8a16.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "0.51.0",
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/sequencer2d/releases/v0.51.0/sequencer2d-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/sequencer2d/releases/v0.51.0/sequencer2d-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/sequencer2d/releases/v0.51.0/sequencer2d-onnx-float.zip"
25
+ }
26
+ }
27
+ },
28
+ "w8a16": {
29
+ "universal_assets": {
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/v0.51.0/sequencer2d-onnx-w8a16.zip"
36
+ }
37
+ }
38
+ }
39
+ }
40
+ }