Hugging Face's logo

qualcomm
/
PointNet

Image Segmentation
PyTorch
bu_auto
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
c450bad
·
verified ·
1 Parent(s): 0d38b3f

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 +40 -38
  2. release_assets.json +5 -5
README.md CHANGED
@@ -27,9 +27,9 @@ 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/pointnet/releases/v0.54.0/pointnet-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.54.0/pointnet-qnn_dlc-float.zip)
32
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.54.0/pointnet-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[PointNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pointnet)**.
35
 
@@ -57,42 +57,44 @@ See our repository for [PointNet on GitHub](https://github.com/qualcomm/ai-hub-m
57
  ## Performance Summary
58
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
59
  |---|---|---|---|---|---|---
60
- | PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.318 ms | 0 - 29 MB | NPU
61
- | PointNet | ONNX | float | Snapdragon® 8 Elite Mobile | 0.435 ms | 0 - 30 MB | NPU
62
- | PointNet | ONNX | float | Snapdragon® X2 Elite | 0.347 ms | 7 - 7 MB | NPU
63
- | PointNet | ONNX | float | Snapdragon® X Elite | 0.785 ms | 7 - 7 MB | NPU
64
- | PointNet | ONNX | float | Snapdragon® X Elite | 0.785 ms | 7 - 7 MB | NPU
65
- | PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.399 ms | 0 - 43 MB | NPU
66
- | PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.649 ms | 0 - 1 MB | NPU
67
- | PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 30 MB | NPU
68
- | PointNet | ONNX | float | Qualcomm® QCS9075 | 0.818 ms | 0 - 3 MB | NPU
69
- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.317 ms | 0 - 26 MB | NPU
70
- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.483 ms | 0 - 23 MB | NPU
71
  | PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.414 ms | 0 - 0 MB | NPU
72
- | PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.788 ms | 0 - 0 MB | NPU
73
- | PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.788 ms | 0 - 0 MB | NPU
74
- | PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.416 ms | 0 - 42 MB | NPU
75
- | PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.665 ms | 0 - 67 MB | NPU
76
- | PointNet | QNN_DLC | float | Qualcomm® SA8775P | 0.91 ms | 0 - 25 MB | NPU
77
- | PointNet | QNN_DLC | float | Qualcomm® SA8775P | 0.91 ms | 0 - 25 MB | NPU
78
- | PointNet | QNN_DLC | float | Qualcomm® SA8775P | 0.91 ms | 0 - 25 MB | NPU
79
- | PointNet | QNN_DLC | float | Qualcomm® SA7255P | 1.866 ms | 0 - 24 MB | NPU
80
- | PointNet | QNN_DLC | float | Qualcomm® SA8295P | 1.106 ms | 0 - 21 MB | NPU
81
- | PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.483 ms | 0 - 23 MB | NPU
82
- | PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.797 ms | 2 - 4 MB | NPU
83
- | PointNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.87 ms | 0 - 43 MB | NPU
84
- | PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.319 ms | 0 - 27 MB | NPU
85
- | PointNet | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.482 ms | 0 - 24 MB | NPU
86
- | PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.408 ms | 0 - 42 MB | NPU
87
- | PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 2 MB | NPU
88
- | PointNet | TFLITE | float | Qualcomm® SA8775P | 0.936 ms | 0 - 25 MB | NPU
89
- | PointNet | TFLITE | float | Qualcomm® SA8775P | 0.936 ms | 0 - 25 MB | NPU
90
- | PointNet | TFLITE | float | Qualcomm® SA8775P | 0.936 ms | 0 - 25 MB | NPU
91
- | PointNet | TFLITE | float | Qualcomm® SA7255P | 1.879 ms | 0 - 24 MB | NPU
92
- | PointNet | TFLITE | float | Qualcomm® SA8295P | 1.117 ms | 0 - 22 MB | NPU
93
- | PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.482 ms | 0 - 24 MB | NPU
94
- | PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.808 ms | 0 - 8 MB | NPU
95
- | PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.863 ms | 0 - 43 MB | NPU
 
 
 
96
 
97
  ## License
98
  * The license for the original implementation of PointNet can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.55.0/pointnet-onnx-float.zip)
31
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.55.0/pointnet-qnn_dlc-float.zip)
32
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.55.0/pointnet-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[PointNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pointnet)**.
35
 
 
57
  ## Performance Summary
58
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
59
  |---|---|---|---|---|---|---
60
+ | PointNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.323 ms | 0 - 30 MB | NPU
61
+ | PointNet | ONNX | float | Snapdragon® X2 Elite | 0.305 ms | 212 - 212 MB | NPU
62
+ | PointNet | ONNX | float | Snapdragon® X Elite | 0.663 ms | 181 - 181 MB | NPU
63
+ | PointNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.406 ms | 0 - 48 MB | NPU
64
+ | PointNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 0.652 ms | 0 - 21 MB | NPU
65
+ | PointNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 31 MB | NPU
66
+ | PointNet | ONNX | float | Qualcomm® QCS9075 | 0.812 ms | 0 - 52 MB | NPU
67
+ | PointNet | ONNX | float | Qualcomm® QCS8750 | 0.435 ms | 0 - 31 MB | NPU
68
+ | PointNet | ONNX | float | Qualcomm® QCS7181 | 0.663 ms | 181 - 181 MB | NPU
69
+ | PointNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.322 ms | 0 - 26 MB | NPU
 
70
  | PointNet | QNN_DLC | float | Snapdragon® X2 Elite | 0.414 ms | 0 - 0 MB | NPU
71
+ | PointNet | QNN_DLC | float | Snapdragon® X Elite | 0.769 ms | 0 - 0 MB | NPU
72
+ | PointNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.415 ms | 0 - 42 MB | NPU
73
+ | PointNet | QNN_DLC | float | Qualcomm® QCS8275 | 1.854 ms | 0 - 24 MB | NPU
74
+ | PointNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.662 ms | 0 - 9 MB | NPU
75
+ | PointNet | QNN_DLC | float | Qualcomm® SA8775P | 0.909 ms | 0 - 25 MB | NPU
76
+ | PointNet | QNN_DLC | float | Qualcomm® SA8650P | 0.909 ms | 0 - 25 MB | NPU
77
+ | PointNet | QNN_DLC | float | Qualcomm® SA8255P | 0.909 ms | 0 - 25 MB | NPU
78
+ | PointNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 0.865 ms | 0 - 43 MB | NPU
79
+ | PointNet | QNN_DLC | float | Qualcomm® SA7255P | 1.854 ms | 0 - 24 MB | NPU
80
+ | PointNet | QNN_DLC | float | Qualcomm® SA8295P | 1.1 ms | 0 - 21 MB | NPU
81
+ | PointNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.48 ms | 0 - 23 MB | NPU
82
+ | PointNet | QNN_DLC | float | Qualcomm® QCS9075 | 0.798 ms | 0 - 2 MB | NPU
83
+ | PointNet | QNN_DLC | float | Qualcomm® QCS8750 | 0.48 ms | 0 - 23 MB | NPU
84
+ | PointNet | QNN_DLC | float | Qualcomm® QCS7181 | 0.769 ms | 0 - 0 MB | NPU
85
+ | PointNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.322 ms | 0 - 27 MB | NPU
86
+ | PointNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.411 ms | 0 - 41 MB | NPU
87
+ | PointNet | TFLITE | float | Qualcomm® QCS8275 | 1.898 ms | 0 - 24 MB | NPU
88
+ | PointNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 0.66 ms | 0 - 3 MB | NPU
89
+ | PointNet | TFLITE | float | Qualcomm® SA8775P | 0.933 ms | 0 - 25 MB | NPU
90
+ | PointNet | TFLITE | float | Qualcomm® SA8650P | 0.933 ms | 0 - 25 MB | NPU
91
+ | PointNet | TFLITE | float | Qualcomm® SA8255P | 0.933 ms | 0 - 25 MB | NPU
92
+ | PointNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 0.864 ms | 0 - 42 MB | NPU
93
+ | PointNet | TFLITE | float | Qualcomm® SA7255P | 1.898 ms | 0 - 24 MB | NPU
94
+ | PointNet | TFLITE | float | Qualcomm® SA8295P | 1.127 ms | 0 - 21 MB | NPU
95
+ | PointNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.483 ms | 0 - 28 MB | NPU
96
+ | PointNet | TFLITE | float | Qualcomm® QCS9075 | 0.807 ms | 0 - 8 MB | NPU
97
+ | PointNet | TFLITE | float | Qualcomm® QCS8750 | 0.483 ms | 0 - 28 MB | NPU
98
 
99
  ## License
100
  * The license for the original implementation of PointNet can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.54.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,20 +8,20 @@
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/pointnet/releases/v0.54.0/pointnet-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/pointnet/releases/v0.54.0/pointnet-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/pointnet/releases/v0.54.0/pointnet-onnx-float.zip"
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.55.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
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/pointnet/releases/v0.55.0/pointnet-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/pointnet/releases/v0.55.0/pointnet-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
+ "onnx_runtime": "1.25.0"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pointnet/releases/v0.55.0/pointnet-onnx-float.zip"
25
  }
26
  }
27
  }