Hugging Face's logo

qualcomm
/
FastSam-S

Image Segmentation
PyTorch
android
Model card Files
xet
 Community
1
qaihm-bot commited on
Commit
0f9d0b9
·
verified ·
1 Parent(s): 94bb4c4

v0.47.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

Files changed (1) hide show
  1. README.md +32 -30
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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.46.0/fastsam_s-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.46.0/fastsam_s-qnn_dlc-float.zip)
32
- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.46.0/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
 
@@ -59,33 +59,35 @@ See our repository for [FastSam-S on GitHub](https://github.com/quic/ai-hub-mode
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® X Elite | 8.598 ms | 20 - 20 MB | NPU
63
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 6.1 ms | 22 - 224 MB | NPU
64
- | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.371 ms | 0 - 38 MB | NPU
65
- | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.529 ms | 12 - 15 MB | NPU
66
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.789 ms | 12 - 177 MB | NPU
67
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.561 ms | 2 - 150 MB | NPU
68
- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.011 ms | 5 - 5 MB | NPU
69
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.621 ms | 0 - 255 MB | NPU
70
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.556 ms | 1 - 200 MB | NPU
71
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.446 ms | 5 - 10 MB | NPU
72
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.282 ms | 1 - 207 MB | NPU
73
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.872 ms | 7 - 17 MB | NPU
74
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.055 ms | 5 - 212 MB | NPU
75
- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.556 ms | 1 - 200 MB | NPU
76
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.778 ms | 0 - 176 MB | NPU
77
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.334 ms | 0 - 202 MB | NPU
78
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.137 ms | 5 - 201 MB | NPU
79
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.159 ms | 3 - 174 MB | NPU
80
- | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.71 ms | 4 - 115 MB | NPU
81
- | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.862 ms | 4 - 33 MB | NPU
82
- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.644 ms | 4 - 120 MB | NPU
83
- | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.565 ms | 4 - 39 MB | NPU
84
- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.079 ms | 4 - 231 MB | NPU
85
- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.71 ms | 4 - 115 MB | NPU
86
- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 12.955 ms | 4 - 195 MB | NPU
87
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.893 ms | 0 - 111 MB | NPU
88
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.881 ms | 0 - 208 MB | NPU
 
 
89
 
90
  ## License
91
  * 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.47.0/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/v0.47.0/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/v0.47.0/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® X Elite | 8.597 ms | 19 - 19 MB | NPU
63
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.956 ms | 14 - 280 MB | NPU
64
+ | FastSam-S | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.023 ms | 0 - 26 MB | NPU
65
+ | FastSam-S | ONNX | float | Qualcomm® QCS9075 | 13.16 ms | 12 - 15 MB | NPU
66
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.481 ms | 11 - 236 MB | NPU
67
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.367 ms | 0 - 211 MB | NPU
68
+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.337 ms | 20 - 20 MB | NPU
69
+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.042 ms | 5 - 5 MB | NPU
70
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.546 ms | 5 - 214 MB | NPU
71
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 38.7 ms | 1 - 183 MB | NPU
72
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.465 ms | 5 - 6 MB | NPU
73
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.283 ms | 0 - 188 MB | NPU
74
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS9075 | 10.878 ms | 5 - 15 MB | NPU
75
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 15.096 ms | 4 - 211 MB | NPU
76
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 38.7 ms | 1 - 183 MB | NPU
77
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.897 ms | 0 - 176 MB | NPU
78
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.31 ms | 0 - 185 MB | NPU
79
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.127 ms | 5 - 192 MB | NPU
80
+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.477 ms | 5 - 5 MB | NPU
81
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.092 ms | 3 - 121 MB | NPU
82
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 37.683 ms | 4 - 82 MB | NPU
83
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 6.838 ms | 4 - 6 MB | NPU
84
+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.635 ms | 4 - 85 MB | NPU
85
+ | FastSam-S | TFLITE | float | Qualcomm® QCS9075 | 10.592 ms | 4 - 39 MB | NPU
86
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 14.034 ms | 4 - 234 MB | NPU
87
+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.683 ms | 4 - 82 MB | NPU
88
+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.114 ms | 4 - 195 MB | NPU
89
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.869 ms | 3 - 97 MB | NPU
90
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.893 ms | 0 - 201 MB | NPU
91
 
92
  ## License
93
  * The license for the original implementation of FastSam-S can be found