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FastSam-S

Image Segmentation
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v0.60.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.

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  1. README.md +93 -85
  2. release_assets.json +6 -6
README.md CHANGED
@@ -14,7 +14,7 @@ pipeline_tag: image-segmentation
14
  The Fast Segment Anything Model (FastSAM) is a novel, real-time CNN-based solution for the Segment Anything task. This task is designed to segment any object within an image based on various possible user interaction prompts. The model performs competitively despite significantly reduced computation, making it a practical choice for a variety of vision tasks.
15
 
16
  This is based on the implementation of FastSam-S found [here](https://github.com/CASIA-LMC-Lab/FastSAM).
17
- This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/fastsam_s) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
@@ -27,115 +27,123 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-onnx-float.zip)
31
- | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-onnx-w8a16.zip)
32
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-qnn_dlc-float.zip)
33
- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-qnn_dlc-w8a16.zip)
34
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
- Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/fastsam_s) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
- See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.semantic_segmentation
53
 
54
  **Model Stats:**
55
- - Model checkpoint: fastsam-s.pt
56
  - Inference latency: RealTime
57
  - Input resolution: 640x640
58
- - Number of parameters: 11.8M
59
  - Model size (float): 45.1 MB
 
60
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.554 ms | 17 - 17 MB | NPU
65
- | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.527 ms | 21 - 21 MB | NPU
66
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.997 ms | 17 - 244 MB | NPU
67
- | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.539 ms | 17 - 237 MB | NPU
68
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.194 ms | 0 - 44 MB | NPU
69
- | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.539 ms | 17 - 237 MB | NPU
70
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 12.01 ms | 15 - 18 MB | NPU
71
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.527 ms | 21 - 21 MB | NPU
72
- | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.692 ms | 13 - 213 MB | NPU
73
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.692 ms | 13 - 213 MB | NPU
74
- | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.642 ms | 1 - 208 MB | NPU
75
- | FastSam-S | ONNX | w8a16 | Snapdragon® X2 Elite | 3.119 ms | 9 - 9 MB | NPU
76
- | FastSam-S | ONNX | w8a16 | Snapdragon® X Elite | 7.08 ms | 10 - 10 MB | NPU
77
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.404 ms | 8 - 264 MB | NPU
78
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 11.446 ms | 8 - 266 MB | NPU
79
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 28.225 ms | 8 - 10 MB | NPU
80
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.675 ms | 0 - 190 MB | NPU
81
- | FastSam-S | ONNX | w8a16 | Qualcomm® QCS8450 | 11.446 ms | 8 - 266 MB | NPU
82
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 7.007 ms | 8 - 10 MB | NPU
83
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.08 ms | 10 - 10 MB | NPU
84
- | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.279 ms | 0 - 220 MB | NPU
85
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.279 ms | 0 - 220 MB | NPU
86
- | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.69 ms | 0 - 225 MB | NPU
87
- | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.593 ms | 5 - 5 MB | NPU
88
- | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.423 ms | 5 - 5 MB | NPU
89
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.85 ms | 5 - 216 MB | NPU
90
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 16.075 ms | 5 - 213 MB | NPU
91
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 39.17 ms | 1 - 187 MB | NPU
92
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.706 ms | 5 - 133 MB | NPU
93
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.584 ms | 2 - 184 MB | NPU
94
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.584 ms | 2 - 184 MB | NPU
95
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.584 ms | 2 - 184 MB | NPU
96
- | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 16.075 ms | 5 - 213 MB | NPU
97
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.454 ms | 7 - 17 MB | NPU
98
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.423 ms | 5 - 5 MB | NPU
99
- | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.488 ms | 5 - 195 MB | NPU
100
- | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.17 ms | 1 - 187 MB | NPU
101
- | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.795 ms | 0 - 177 MB | NPU
102
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.488 ms | 5 - 195 MB | NPU
103
- | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.255 ms | 5 - 198 MB | NPU
104
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.915 ms | 2 - 2 MB | NPU
105
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 6.052 ms | 2 - 2 MB | NPU
106
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.782 ms | 2 - 233 MB | NPU
107
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 8.316 ms | 2 - 233 MB | NPU
108
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 23.921 ms | 2 - 8 MB | NPU
109
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 13.375 ms | 1 - 195 MB | NPU
110
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.457 ms | 2 - 4 MB | NPU
111
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.992 ms | 1 - 197 MB | NPU
112
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.992 ms | 1 - 197 MB | NPU
113
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.992 ms | 1 - 197 MB | NPU
114
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 8.316 ms | 2 - 233 MB | NPU
115
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 5.761 ms | 2 - 8 MB | NPU
116
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 6.052 ms | 2 - 2 MB | NPU
117
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 66.101 ms | 2 - 204 MB | NPU
118
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.769 ms | 2 - 195 MB | NPU
119
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.675 ms | 2 - 200 MB | NPU
120
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA7255P | 13.375 ms | 1 - 195 MB | NPU
121
- | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.881 ms | 0 - 191 MB | NPU
122
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.675 ms | 2 - 200 MB | NPU
123
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.11 ms | 2 - 204 MB | NPU
124
- | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.769 ms | 2 - 195 MB | NPU
125
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.172 ms | 4 - 117 MB | NPU
126
- | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.211 ms | 0 - 228 MB | NPU
127
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 37.805 ms | 4 - 86 MB | NPU
128
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.949 ms | 4 - 6 MB | NPU
129
- | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.732 ms | 4 - 90 MB | NPU
130
- | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.732 ms | 4 - 90 MB | NPU
131
- | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.732 ms | 4 - 90 MB | NPU
132
- | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.211 ms | 0 - 228 MB | NPU
133
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 10.413 ms | 4 - 39 MB | NPU
134
- | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.947 ms | 3 - 92 MB | NPU
135
- | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.805 ms | 4 - 86 MB | NPU
136
- | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.094 ms | 4 - 195 MB | NPU
137
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.947 ms | 3 - 92 MB | NPU
138
- | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.124 ms | 0 - 96 MB | NPU
 
 
 
 
 
 
 
 
139
 
140
  ## License
141
  * The license for the original implementation of FastSam-S can be found
 
14
  The Fast Segment Anything Model (FastSAM) is a novel, real-time CNN-based solution for the Segment Anything task. This task is designed to segment any object within an image based on various possible user interaction prompts. The model performs competitively despite significantly reduced computation, making it a practical choice for a variety of vision tasks.
15
 
16
  This is based on the implementation of FastSam-S found [here](https://github.com/CASIA-LMC-Lab/FastSAM).
17
+ This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/fastsam_s) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
18
 
19
  Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
20
 
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-onnx-float.zip)
31
+ | ONNX | w8a16 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-onnx-w8a16.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-qnn_dlc-float.zip)
33
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-qnn_dlc-w8a16.zip)
34
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-tflite-float.zip)
35
 
36
  For more device-specific assets and performance metrics, visit **[FastSam-S on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_s)**.
37
 
38
 
39
  ### Option 2: Export with Custom Configurations
40
 
41
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/fastsam_s) Python library to compile and export the model with your own:
42
  - Custom weights (e.g., fine-tuned checkpoints)
43
  - Custom input shapes
44
  - Target device and runtime configurations
45
 
46
  This option is ideal if you need to customize the model beyond the default configuration provided here.
47
 
48
+ See our repository for [FastSam-S on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/fastsam_s) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.semantic_segmentation
53
 
54
  **Model Stats:**
 
55
  - Inference latency: RealTime
56
  - Input resolution: 640x640
57
+ - Model checkpoint: fastsam-s.pt
58
  - Model size (float): 45.1 MB
59
+ - Number of parameters: 11.8M
60
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | FastSam-S | ONNX | float | Snapdragon® X2 Elite | 4.61 ms | 17 - 17 MB | NPU
65
+ | FastSam-S | ONNX | float | Snapdragon® X Elite | 8.388 ms | 21 - 21 MB | NPU
66
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.99 ms | 18 - 249 MB | NPU
67
+ | FastSam-S | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 16.658 ms | 17 - 241 MB | NPU
68
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 13.198 ms | 15 - 19 MB | NPU
69
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.228 ms | 0 - 25 MB | NPU
70
+ | FastSam-S | ONNX | float | Qualcomm® QCS8450 | 16.658 ms | 17 - 241 MB | NPU
71
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 11.974 ms | 15 - 18 MB | NPU
72
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.388 ms | 21 - 21 MB | NPU
73
+ | FastSam-S | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.71 ms | 12 - 215 MB | NPU
74
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Mobile | 4.71 ms | 12 - 215 MB | NPU
75
+ | FastSam-S | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.643 ms | 3 - 213 MB | NPU
76
+ | FastSam-S | ONNX | w8a16 | Snapdragon® X2 Elite | 3.131 ms | 9 - 9 MB | NPU
77
+ | FastSam-S | ONNX | w8a16 | Snapdragon® X Elite | 7.011 ms | 10 - 10 MB | NPU
78
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 4.373 ms | 8 - 264 MB | NPU
79
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 11.698 ms | 9 - 267 MB | NPU
80
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 27.98 ms | 8 - 10 MB | NPU
81
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 6.455 ms | 8 - 11 MB | NPU
82
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.657 ms | 0 - 14 MB | NPU
83
+ | FastSam-S | ONNX | w8a16 | Qualcomm® QCS8450 | 11.698 ms | 9 - 267 MB | NPU
84
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 7.039 ms | 8 - 11 MB | NPU
85
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 7.011 ms | 10 - 10 MB | NPU
86
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 70.828 ms | 0 - 257 MB | NPU
87
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 9.12 ms | 8 - 229 MB | NPU
88
+ | FastSam-S | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 3.28 ms | 1 - 217 MB | NPU
89
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 3.28 ms | 1 - 217 MB | NPU
90
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.687 ms | 1 - 223 MB | NPU
91
+ | FastSam-S | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 9.12 ms | 8 - 229 MB | NPU
92
+ | FastSam-S | QNN_DLC | float | Snapdragon® X2 Elite | 4.588 ms | 5 - 5 MB | NPU
93
+ | FastSam-S | QNN_DLC | float | Snapdragon® X Elite | 8.386 ms | 5 - 5 MB | NPU
94
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.861 ms | 5 - 218 MB | NPU
95
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 15.955 ms | 5 - 212 MB | NPU
96
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 12.88 ms | 5 - 16 MB | NPU
97
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 39.191 ms | 0 - 186 MB | NPU
98
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.794 ms | 5 - 14 MB | NPU
99
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8775P | 11.597 ms | 1 - 183 MB | NPU
100
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8650P | 11.597 ms | 1 - 183 MB | NPU
101
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8255P | 11.597 ms | 1 - 183 MB | NPU
102
+ | FastSam-S | QNN_DLC | float | Qualcomm® QCS8450 | 15.955 ms | 5 - 212 MB | NPU
103
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 11.816 ms | 5 - 15 MB | NPU
104
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 8.386 ms | 5 - 5 MB | NPU
105
+ | FastSam-S | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 4.477 ms | 5 - 195 MB | NPU
106
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA7255P | 39.191 ms | 0 - 186 MB | NPU
107
+ | FastSam-S | QNN_DLC | float | Qualcomm® SA8295P | 13.769 ms | 0 - 178 MB | NPU
108
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 4.477 ms | 5 - 195 MB | NPU
109
+ | FastSam-S | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.253 ms | 5 - 197 MB | NPU
110
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 2.859 ms | 2 - 2 MB | NPU
111
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® X Elite | 5.97 ms | 2 - 2 MB | NPU
112
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 3.787 ms | 2 - 236 MB | NPU
113
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 8.28 ms | 2 - 233 MB | NPU
114
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 24.029 ms | 1 - 7 MB | NPU
115
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 5.564 ms | 2 - 9 MB | NPU
116
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 13.386 ms | 0 - 193 MB | NPU
117
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.474 ms | 2 - 4 MB | NPU
118
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8775P | 5.996 ms | 1 - 196 MB | NPU
119
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8650P | 5.996 ms | 1 - 196 MB | NPU
120
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8255P | 5.996 ms | 1 - 196 MB | NPU
121
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 8.28 ms | 2 - 233 MB | NPU
122
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 6.989 ms | 2 - 8 MB | NPU
123
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 5.97 ms | 2 - 2 MB | NPU
124
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 65.108 ms | 2 - 203 MB | NPU
125
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 7.608 ms | 2 - 196 MB | NPU
126
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 2.66 ms | 0 - 198 MB | NPU
127
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA7255P | 13.386 ms | 0 - 193 MB | NPU
128
+ | FastSam-S | QNN_DLC | w8a16 | Qualcomm® SA8295P | 7.895 ms | 0 - 191 MB | NPU
129
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 2.66 ms | 0 - 198 MB | NPU
130
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 2.107 ms | 2 - 204 MB | NPU
131
+ | FastSam-S | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.608 ms | 2 - 196 MB | NPU
132
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.164 ms | 4 - 118 MB | NPU
133
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 14.071 ms | 6 - 235 MB | NPU
134
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 11.963 ms | 4 - 40 MB | NPU
135
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 37.787 ms | 4 - 86 MB | NPU
136
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.973 ms | 4 - 7 MB | NPU
137
+ | FastSam-S | TFLITE | float | Qualcomm® SA8775P | 10.736 ms | 4 - 90 MB | NPU
138
+ | FastSam-S | TFLITE | float | Qualcomm® SA8650P | 10.736 ms | 4 - 90 MB | NPU
139
+ | FastSam-S | TFLITE | float | Qualcomm® SA8255P | 10.736 ms | 4 - 90 MB | NPU
140
+ | FastSam-S | TFLITE | float | Qualcomm® QCS8450 | 14.071 ms | 6 - 235 MB | NPU
141
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 10.46 ms | 4 - 39 MB | NPU
142
+ | FastSam-S | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.941 ms | 3 - 101 MB | NPU
143
+ | FastSam-S | TFLITE | float | Qualcomm® SA7255P | 37.787 ms | 4 - 86 MB | NPU
144
+ | FastSam-S | TFLITE | float | Qualcomm® SA8295P | 13.077 ms | 4 - 195 MB | NPU
145
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.941 ms | 3 - 101 MB | NPU
146
+ | FastSam-S | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.12 ms | 0 - 89 MB | NPU
147
 
148
  ## License
149
  * The license for the original implementation of FastSam-S can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -8,19 +8,19 @@
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-onnx-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_s/releases/v0.59.0/fastsam_s-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -31,13 +31,13 @@
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.59.0/fastsam_s-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
9
  "onnx_runtime": "1.27.1"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-onnx-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_s/releases/v0.60.0/fastsam_s-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-tflite-float.zip"
24
  }
25
  }
26
  },
 
31
  "qairt": "2.45.0.260326154327",
32
  "onnx_runtime": "1.27.1"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_s/releases/v0.60.0/fastsam_s-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }