Hugging Face's logo

qualcomm
/
FastSam-X

Image Segmentation
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
55ea6a9
·
verified ·
1 Parent(s): 21b562b

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 +32 -32
  2. release_assets.json +29 -1
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/fastsam_x/releases/v0.50.2/fastsam_x-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.50.2/fastsam_x-qnn_dlc-float.zip)
32
- | 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/fastsam_x/releases/v0.50.2/fastsam_x-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[FastSam-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_x)**.
35
 
@@ -59,35 +59,35 @@ See our repository for [FastSam-X on GitHub](https://github.com/qualcomm/ai-hub-
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.211 ms | 15 - 262 MB | NPU
63
- | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.872 ms | 139 - 139 MB | NPU
64
- | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.675 ms | 138 - 138 MB | NPU
65
- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.155 ms | 4 - 333 MB | NPU
66
- | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.493 ms | 0 - 166 MB | NPU
67
- | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.344 ms | 9 - 17 MB | NPU
68
- | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.544 ms | 10 - 248 MB | NPU
69
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.33 ms | 5 - 228 MB | NPU
70
- | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 22.921 ms | 5 - 5 MB | NPU
71
- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.776 ms | 5 - 5 MB | NPU
72
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.763 ms | 5 - 307 MB | NPU
73
- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.79 ms | 2 - 219 MB | NPU
74
- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 43.153 ms | 5 - 16 MB | NPU
75
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.446 ms | 1 - 216 MB | NPU
76
- | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 70.399 ms | 5 - 15 MB | NPU
77
- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.808 ms | 0 - 393 MB | NPU
78
- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.79 ms | 2 - 219 MB | NPU
79
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.502 ms | 0 - 297 MB | NPU
80
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.363 ms | 5 - 223 MB | NPU
81
- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 16.917 ms | 4 - 269 MB | NPU
82
- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.545 ms | 4 - 436 MB | NPU
83
- | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.356 ms | 4 - 265 MB | NPU
84
- | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.369 ms | 4 - 40 MB | NPU
85
- | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.915 ms | 4 - 265 MB | NPU
86
- | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 70.495 ms | 4 - 158 MB | NPU
87
- | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 93.277 ms | 5 - 525 MB | NPU
88
- | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.356 ms | 4 - 265 MB | NPU
89
- | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 76.867 ms | 0 - 339 MB | NPU
90
- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.025 ms | 4 - 270 MB | NPU
91
 
92
  ## License
93
  * The license for the original implementation of FastSam-X 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/fastsam_x/releases/v0.51.0/fastsam_x-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/fastsam_x/releases/v0.51.0/fastsam_x-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/fastsam_x/releases/v0.51.0/fastsam_x-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[FastSam-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_x)**.
35
 
 
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 18.22 ms | 16 - 263 MB | NPU
63
+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 23.891 ms | 139 - 139 MB | NPU
64
+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 46.608 ms | 138 - 138 MB | NPU
65
+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.233 ms | 0 - 330 MB | NPU
66
+ | FastSam-X | ONNX | float | Qualcomm® QCS8550 (Proxy) | 46.81 ms | 0 - 158 MB | NPU
67
+ | FastSam-X | ONNX | float | Qualcomm® QCS9075 | 73.46 ms | 10 - 17 MB | NPU
68
+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.449 ms | 12 - 255 MB | NPU
69
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.634 ms | 5 - 236 MB | NPU
70
+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.271 ms | 5 - 5 MB | NPU
71
+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 43.963 ms | 5 - 5 MB | NPU
72
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.942 ms | 3 - 300 MB | NPU
73
+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 279.839 ms | 0 - 215 MB | NPU
74
+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 42.673 ms | 5 - 6 MB | NPU
75
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.515 ms | 0 - 214 MB | NPU
76
+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS9075 | 71.366 ms | 7 - 17 MB | NPU
77
+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.984 ms | 4 - 387 MB | NPU
78
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.839 ms | 0 - 215 MB | NPU
79
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.736 ms | 0 - 298 MB | NPU
80
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.388 ms | 0 - 222 MB | NPU
81
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.677 ms | 4 - 264 MB | NPU
82
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.619 ms | 4 - 416 MB | NPU
83
+ | FastSam-X | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 279.343 ms | 4 - 258 MB | NPU
84
+ | FastSam-X | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 42.805 ms | 4 - 6 MB | NPU
85
+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.998 ms | 5 - 258 MB | NPU
86
+ | FastSam-X | TFLITE | float | Qualcomm® QCS9075 | 69.942 ms | 4 - 158 MB | NPU
87
+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 91.709 ms | 0 - 502 MB | NPU
88
+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.343 ms | 4 - 258 MB | NPU
89
+ | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.132 ms | 0 - 331 MB | NPU
90
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 25.485 ms | 0 - 256 MB | NPU
91
 
92
  ## License
93
  * The license for the original implementation of FastSam-X can be found
release_assets.json CHANGED
@@ -1 +1,29 @@
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/fastsam_x/releases/v0.50.2/fastsam_x-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/fastsam_x/releases/v0.50.2/fastsam_x-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/fastsam_x/releases/v0.50.2/fastsam_x-tflite-float.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/fastsam_x/releases/v0.51.0/fastsam_x-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/fastsam_x/releases/v0.51.0/fastsam_x-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/fastsam_x/releases/v0.51.0/fastsam_x-onnx-float.zip"
25
+ }
26
+ }
27
+ }
28
+ }
29
+ }