Hugging Face's logo

qualcomm
/
CenterPoint

Other
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
0037108
·
verified ·
1 Parent(s): f54beb5

v0.55.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +15 -28
  2. release_assets.json +8 -2
README.md CHANGED
@@ -26,7 +26,8 @@ Below are pre-exported model assets ready for deployment.
26
 
27
  | Runtime | Precision | Chipset | SDK Versions | Download |
28
  |---|---|---|---|---|
29
- | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.54.0/centerpoint-tflite-float.zip)
 
30
 
31
  For more device-specific assets and performance metrics, visit **[CenterPoint on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centerpoint)**.
32
 
@@ -55,33 +56,19 @@ See our repository for [CenterPoint on GitHub](https://github.com/qualcomm/ai-hu
55
  ## Performance Summary
56
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
57
  |---|---|---|---|---|---|---
58
- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 177.495 ms | 2 - 717 MB | NPU
59
- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 210.389 ms | 0 - 461 MB | NPU
60
- | CenterPoint | QNN_DLC | float | Snapdragon® X2 Elite | 184.021 ms | 2 - 2 MB | NPU
61
- | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 322.285 ms | 2 - 2 MB | NPU
62
- | CenterPoint | QNN_DLC | float | Snapdragon® X Elite | 322.285 ms | 2 - 2 MB | NPU
63
- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 252.132 ms | 0 - 753 MB | NPU
64
- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 330.273 ms | 2 - 4 MB | NPU
65
- | CenterPoint | QNN_DLC | float | Qualcomm® SA8775P | 397.327 ms | 1 - 703 MB | NPU
66
- | CenterPoint | QNN_DLC | float | Qualcomm® SA8775P | 397.327 ms | 1 - 703 MB | NPU
67
- | CenterPoint | QNN_DLC | float | Qualcomm® SA8775P | 397.327 ms | 1 - 703 MB | NPU
68
- | CenterPoint | QNN_DLC | float | Qualcomm® SA7255P | 920.506 ms | 0 - 450 MB | NPU
69
- | CenterPoint | QNN_DLC | float | Qualcomm® SA8295P | 443.799 ms | 0 - 449 MB | NPU
70
- | CenterPoint | QNN_DLC | float | Qualcomm® QCS9075 | 423.343 ms | 2 - 11 MB | NPU
71
- | CenterPoint | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 210.389 ms | 0 - 461 MB | NPU
72
- | CenterPoint | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 522.82 ms | 2 - 738 MB | NPU
73
- | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2565.55 ms | 1866 - 1877 MB | CPU
74
- | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Mobile | 2623.124 ms | 1853 - 1862 MB | CPU
75
- | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4173.433 ms | 1865 - 1874 MB | CPU
76
- | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4857.49 ms | 1890 - 1891 MB | CPU
77
- | CenterPoint | TFLITE | float | Qualcomm® SA8775P | 5384.655 ms | 1809 - 1815 MB | CPU
78
- | CenterPoint | TFLITE | float | Qualcomm® SA8775P | 5384.655 ms | 1809 - 1815 MB | CPU
79
- | CenterPoint | TFLITE | float | Qualcomm® SA8775P | 5384.655 ms | 1809 - 1815 MB | CPU
80
- | CenterPoint | TFLITE | float | Qualcomm® SA7255P | 6211.94 ms | 1838 - 1846 MB | CPU
81
- | CenterPoint | TFLITE | float | Qualcomm® SA8295P | 3456.037 ms | 1807 - 1813 MB | CPU
82
- | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5172.923 ms | 2364 - 2386 MB | CPU
83
- | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2623.124 ms | 1853 - 1862 MB | CPU
84
- | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 6894.857 ms | 1842 - 1852 MB | CPU
85
 
86
  ## License
87
  * The license for the original implementation of CenterPoint can be found
 
26
 
27
  | Runtime | Precision | Chipset | SDK Versions | Download |
28
  |---|---|---|---|---|
29
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.55.0/centerpoint-qnn_dlc-float.zip)
30
+ | TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.55.0/centerpoint-tflite-float.zip)
31
 
32
  For more device-specific assets and performance metrics, visit **[CenterPoint on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/centerpoint)**.
33
 
 
56
  ## Performance Summary
57
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
58
  |---|---|---|---|---|---|---
59
+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 844.948 ms | 1865 - 1875 MB | CPU
60
+ | CenterPoint | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 3818.524 ms | 1865 - 1873 MB | CPU
61
+ | CenterPoint | TFLITE | float | Qualcomm® QCS8275 | 6201.102 ms | 1849 - 1858 MB | CPU
62
+ | CenterPoint | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 4829.208 ms | 1890 - 1892 MB | CPU
63
+ | CenterPoint | TFLITE | float | Qualcomm® SA8775P | 5364.543 ms | 1809 - 1815 MB | CPU
64
+ | CenterPoint | TFLITE | float | Qualcomm® SA8650P | 5364.543 ms | 1809 - 1815 MB | CPU
65
+ | CenterPoint | TFLITE | float | Qualcomm® SA8255P | 5364.543 ms | 1809 - 1815 MB | CPU
66
+ | CenterPoint | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5527.011 ms | 1836 - 1846 MB | CPU
67
+ | CenterPoint | TFLITE | float | Qualcomm® SA7255P | 6201.102 ms | 1849 - 1858 MB | CPU
68
+ | CenterPoint | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2618.231 ms | 1853 - 1861 MB | CPU
69
+ | CenterPoint | TFLITE | float | Qualcomm® SA8295P | 4088.884 ms | 1807 - 1813 MB | CPU
70
+ | CenterPoint | TFLITE | float | Qualcomm® QCS9075 | 5149.295 ms | 2362 - 2384 MB | CPU
71
+ | CenterPoint | TFLITE | float | Qualcomm® QCS8750 | 2618.231 ms | 1853 - 1861 MB | CPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
72
 
73
  ## License
74
  * The license for the original implementation of CenterPoint can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.54.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -7,7 +7,13 @@
7
  "tool_versions": {
8
  "litert": "1.4.3"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.54.0/centerpoint-tflite-float.zip"
 
 
 
 
 
 
11
  }
12
  }
13
  }
 
1
  {
2
+ "version": "0.55.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "litert": "1.4.3"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.55.0/centerpoint-tflite-float.zip"
11
+ },
12
+ "qnn_dlc": {
13
+ "tool_versions": {
14
+ "qairt": "2.45.0.260326154327"
15
+ },
16
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/centerpoint/releases/v0.55.0/centerpoint-qnn_dlc-float.zip"
17
  }
18
  }
19
  }