Hugging Face's logo

qualcomm
/
FastSam-S

Image Segmentation
PyTorch
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
f795f33
·
verified ·
1 Parent(s): c8deb39

v0.50.2

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +32 -32
  2. release_assets.json +1 -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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.50.1/fastsam_s-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_s/releases/v0.50.1/fastsam_s-qnn_dlc-float.zip)
32
- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.50.1/fastsam_s-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
35
 
@@ -59,35 +59,35 @@ See our repository for [FastSam-S 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-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.367 ms | 1 - 211 MB | NPU
63
- | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.37 ms | 20 - 20 MB | NPU
64
- | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.625 ms | 19 - 19 MB | NPU
65
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.93 ms | 15 - 285 MB | NPU
66
- | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.037 ms | 0 - 71 MB | NPU
67
- | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.122 ms | 11 - 14 MB | NPU
68
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.514 ms | 10 - 235 MB | NPU
69
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.114 ms | 4 - 192 MB | NPU
70
- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.437 ms | 5 - 5 MB | NPU
71
- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 7.964 ms | 5 - 5 MB | NPU
72
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.524 ms | 5 - 215 MB | NPU
73
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.665 ms | 0 - 181 MB | NPU
74
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.434 ms | 5 - 9 MB | NPU
75
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.279 ms | 0 - 189 MB | NPU
76
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.884 ms | 5 - 15 MB | NPU
77
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.021 ms | 5 - 212 MB | NPU
78
- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.665 ms | 0 - 181 MB | NPU
79
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.896 ms | 0 - 176 MB | NPU
80
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.297 ms | 5 - 190 MB | NPU
81
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.887 ms | 0 - 201 MB | NPU
82
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.117 ms | 3 - 122 MB | NPU
83
- | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.716 ms | 4 - 81 MB | NPU
84
- | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.817 ms | 1 - 5 MB | NPU
85
- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.637 ms | 4 - 85 MB | NPU
86
- | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.598 ms | 4 - 39 MB | NPU
87
- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 13.972 ms | 2 - 230 MB | NPU
88
- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.716 ms | 4 - 81 MB | NPU
89
- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.104 ms | 4 - 200 MB | NPU
90
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.855 ms | 0 - 93 MB | NPU
91
 
92
  ## License
93
  * The license for the original implementation of FastSam-S 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_s/releases/v0.50.2/fastsam_s-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_s/releases/v0.50.2/fastsam_s-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_s/releases/v0.50.2/fastsam_s-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
35
 
 
59
  ## Performance Summary
60
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
61
  |---|---|---|---|---|---|---
62
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.357 ms | 0 - 211 MB | NPU
63
+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.364 ms | 20 - 20 MB | NPU
64
+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.568 ms | 19 - 19 MB | NPU
65
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.957 ms | 16 - 281 MB | NPU
66
+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.044 ms | 0 - 26 MB | NPU
67
+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 12.867 ms | 12 - 15 MB | NPU
68
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.488 ms | 11 - 234 MB | NPU
69
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.117 ms | 1 - 189 MB | NPU
70
+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.48 ms | 5 - 5 MB | NPU
71
+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 7.968 ms | 5 - 5 MB | NPU
72
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.546 ms | 0 - 210 MB | NPU
73
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.675 ms | 1 - 183 MB | NPU
74
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.378 ms | 5 - 6 MB | NPU
75
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.276 ms | 0 - 188 MB | NPU
76
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.892 ms | 5 - 15 MB | NPU
77
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.155 ms | 5 - 212 MB | NPU
78
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.675 ms | 1 - 183 MB | NPU
79
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.872 ms | 0 - 176 MB | NPU
80
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.298 ms | 0 - 185 MB | NPU
81
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.88 ms | 0 - 201 MB | NPU
82
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.085 ms | 3 - 118 MB | NPU
83
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.729 ms | 4 - 82 MB | NPU
84
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.827 ms | 4 - 7 MB | NPU
85
+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.628 ms | 4 - 84 MB | NPU
86
+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.596 ms | 4 - 39 MB | NPU
87
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.026 ms | 3 - 232 MB | NPU
88
+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.729 ms | 4 - 82 MB | NPU
89
+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.113 ms | 4 - 198 MB | NPU
90
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.865 ms | 4 - 97 MB | NPU
91
 
92
  ## License
93
  * The license for the original implementation of FastSam-S can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.50.1/fastsam_s-tflite-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_s/releases/v0.50.1/fastsam_s-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.50.1/fastsam_s-onnx-float.zip"}}}}}
 
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_s/releases/v0.50.2/fastsam_s-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_s/releases/v0.50.2/fastsam_s-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_s/releases/v0.50.2/fastsam_s-tflite-float.zip"}}}}}