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FastSam-X

Image Segmentation
PyTorch
android
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v0.61.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.61.0 for changelog.

Files changed (2) hide show
  1. README.md +88 -107
  2. release_assets.json +0 -45
README.md CHANGED
@@ -1,6 +1,6 @@
1
  ---
2
  library_name: pytorch
3
- license: other
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  tags:
5
  - android
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  pipeline_tag: image-segmentation
@@ -14,38 +14,19 @@ 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-X 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_x) 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
 
21
  ## Getting Started
22
- There are two ways to deploy this model on your device:
23
-
24
- ### Option 1: Download Pre-Exported Models
25
-
26
- 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_x/releases/v0.60.0/fastsam_x-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_x/releases/v0.60.0/fastsam_x-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_x/releases/v0.60.0/fastsam_x-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_x/releases/v0.60.0/fastsam_x-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_x/releases/v0.60.0/fastsam_x-tflite-float.zip)
35
-
36
- For more device-specific assets and performance metrics, visit **[FastSam-X on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/fastsam_x)**.
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_x) 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-X on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/fastsam_x) for usage instructions.
49
 
50
  ## Model Details
51
 
@@ -61,89 +42,89 @@ See our repository for [FastSam-X on GitHub](https://github.com/qualcomm/ai-hub-
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 24.581 ms | 17 - 17 MB | NPU
65
- | FastSam-X | ONNX | float | Snapdragon® X Elite | 47.017 ms | 140 - 140 MB | NPU
66
- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.479 ms | 1 - 319 MB | NPU
67
- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 100.223 ms | 1 - 400 MB | NPU
68
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 84.659 ms | 5 - 13 MB | NPU
69
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 49.427 ms | 15 - 18 MB | NPU
70
- | FastSam-X | ONNX | float | Qualcomm® QCS8450 | 100.223 ms | 1 - 400 MB | NPU
71
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 72.433 ms | 11 - 19 MB | NPU
72
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 47.017 ms | 140 - 140 MB | NPU
73
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 27.6 ms | 13 - 245 MB | NPU
74
- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Mobile | 27.6 ms | 13 - 245 MB | NPU
75
- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.044 ms | 12 - 265 MB | NPU
76
- | FastSam-X | ONNX | w8a16 | Snapdragon® X2 Elite | 15.553 ms | 9 - 9 MB | NPU
77
- | FastSam-X | ONNX | w8a16 | Snapdragon® X Elite | 33.689 ms | 71 - 71 MB | NPU
78
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.645 ms | 0 - 452 MB | NPU
79
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 56.545 ms | 9 - 462 MB | NPU
80
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 183.5 ms | 6 - 11 MB | NPU
81
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 33.821 ms | 6 - 12 MB | NPU
82
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.202 ms | 0 - 81 MB | NPU
83
- | FastSam-X | ONNX | w8a16 | Qualcomm® QCS8450 | 56.545 ms | 9 - 462 MB | NPU
84
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.286 ms | 6 - 11 MB | NPU
85
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.689 ms | 71 - 71 MB | NPU
86
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 692.601 ms | 0 - 546 MB | NPU
87
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 61.253 ms | 8 - 431 MB | NPU
88
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.867 ms | 6 - 364 MB | NPU
89
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.867 ms | 6 - 364 MB | NPU
90
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.921 ms | 6 - 370 MB | NPU
91
- | FastSam-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 61.253 ms | 8 - 431 MB | NPU
92
- | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.1 ms | 5 - 5 MB | NPU
93
- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 44.037 ms | 5 - 5 MB | NPU
94
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.798 ms | 5 - 303 MB | NPU
95
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 91.529 ms | 5 - 389 MB | NPU
96
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 80.408 ms | 5 - 16 MB | NPU
97
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 279.924 ms | 1 - 215 MB | NPU
98
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.181 ms | 5 - 7 MB | NPU
99
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.471 ms | 1 - 213 MB | NPU
100
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8650P | 68.471 ms | 1 - 213 MB | NPU
101
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8255P | 68.471 ms | 1 - 213 MB | NPU
102
- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 | 91.529 ms | 5 - 389 MB | NPU
103
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 68.265 ms | 5 - 15 MB | NPU
104
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 44.037 ms | 5 - 5 MB | NPU
105
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 25.252 ms | 0 - 221 MB | NPU
106
- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.924 ms | 1 - 215 MB | NPU
107
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.684 ms | 0 - 298 MB | NPU
108
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 25.252 ms | 0 - 221 MB | NPU
109
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.981 ms | 1 - 233 MB | NPU
110
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.164 ms | 2 - 2 MB | NPU
111
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.387 ms | 2 - 2 MB | NPU
112
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.319 ms | 2 - 419 MB | NPU
113
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.903 ms | 2 - 417 MB | NPU
114
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 178.827 ms | 2 - 8 MB | NPU
115
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 30.656 ms | 2 - 9 MB | NPU
116
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 86.223 ms | 1 - 320 MB | NPU
117
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.329 ms | 2 - 5 MB | NPU
118
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 28.445 ms | 0 - 322 MB | NPU
119
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8650P | 28.445 ms | 0 - 322 MB | NPU
120
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8255P | 28.445 ms | 0 - 322 MB | NPU
121
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 48.903 ms | 2 - 417 MB | NPU
122
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.742 ms | 1 - 7 MB | NPU
123
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.387 ms | 2 - 2 MB | NPU
124
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 655.926 ms | 3 - 481 MB | NPU
125
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 53.476 ms | 2 - 398 MB | NPU
126
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.238 ms | 2 - 332 MB | NPU
127
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 86.223 ms | 1 - 320 MB | NPU
128
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 45.07 ms | 0 - 319 MB | NPU
129
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.238 ms | 2 - 332 MB | NPU
130
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.218 ms | 2 - 333 MB | NPU
131
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 53.476 ms | 2 - 398 MB | NPU
132
- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.55 ms | 3 - 417 MB | NPU
133
- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 94.487 ms | 5 - 506 MB | NPU
134
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 80.236 ms | 4 - 159 MB | NPU
135
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 279.398 ms | 5 - 257 MB | NPU
136
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.235 ms | 4 - 7 MB | NPU
137
- | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.958 ms | 5 - 258 MB | NPU
138
- | FastSam-X | TFLITE | float | Qualcomm® SA8650P | 67.958 ms | 5 - 258 MB | NPU
139
- | FastSam-X | TFLITE | float | Qualcomm® SA8255P | 67.958 ms | 5 - 258 MB | NPU
140
- | FastSam-X | TFLITE | float | Qualcomm® QCS8450 | 94.487 ms | 5 - 506 MB | NPU
141
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 67.971 ms | 4 - 158 MB | NPU
142
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 25.727 ms | 4 - 263 MB | NPU
143
- | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.398 ms | 5 - 257 MB | NPU
144
- | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.149 ms | 5 - 335 MB | NPU
145
- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Mobile | 25.727 ms | 4 - 263 MB | NPU
146
- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.404 ms | 0 - 262 MB | NPU
147
 
148
  ## License
149
  * The license for the original implementation of FastSam-X can be found
 
1
  ---
2
  library_name: pytorch
3
+ license: agpl-3.0
4
  tags:
5
  - android
6
  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-X 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/v0.61.0/src/qai_hub_models/models/fastsam_x) 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
 
21
  ## Getting Started
22
+ Due to licensing restrictions, we cannot distribute pre-exported model assets for this model.
23
+ Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/fastsam_x) Python library to compile and export the model with your own:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
  - Custom weights (e.g., fine-tuned checkpoints)
25
  - Custom input shapes
26
  - Target device and runtime configurations
27
 
28
+ See our repository for [FastSam-X on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.61.0/src/qai_hub_models/models/fastsam_x) for usage instructions.
29
 
 
30
 
31
  ## Model Details
32
 
 
42
  ## Performance Summary
43
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
44
  |---|---|---|---|---|---|---
45
+ | FastSam-X | ONNX | float | Snapdragon® X2 Elite | 24.681 ms | 17 - 17 MB | NPU
46
+ | FastSam-X | ONNX | float | Snapdragon® X Elite | 47.037 ms | 140 - 140 MB | NPU
47
+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.113 ms | 2 - 318 MB | NPU
48
+ | FastSam-X | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 97.438 ms | 1 - 402 MB | NPU
49
+ | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 84.85 ms | 5 - 13 MB | NPU
50
+ | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 47.374 ms | 0 - 158 MB | NPU
51
+ | FastSam-X | ONNX | float | Qualcomm® QCS8450 | 97.438 ms | 1 - 402 MB | NPU
52
+ | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 75.228 ms | 10 - 18 MB | NPU
53
+ | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 47.037 ms | 140 - 140 MB | NPU
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+ | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 27.633 ms | 12 - 245 MB | NPU
55
+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite Mobile | 27.633 ms | 12 - 245 MB | NPU
56
+ | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 20.024 ms | 13 - 269 MB | NPU
57
+ | FastSam-X | ONNX | w8a16 | Snapdragon® X2 Elite | 15.551 ms | 9 - 9 MB | NPU
58
+ | FastSam-X | ONNX | w8a16 | Snapdragon® X Elite | 33.568 ms | 71 - 71 MB | NPU
59
+ | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 25.036 ms | 2 - 456 MB | NPU
60
+ | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 56.676 ms | 0 - 452 MB | NPU
61
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 183.711 ms | 6 - 11 MB | NPU
62
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 33.978 ms | 6 - 12 MB | NPU
63
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.477 ms | 0 - 441 MB | NPU
64
+ | FastSam-X | ONNX | w8a16 | Qualcomm® QCS8450 | 56.676 ms | 0 - 452 MB | NPU
65
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 31.356 ms | 6 - 11 MB | NPU
66
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.568 ms | 71 - 71 MB | NPU
67
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 677.284 ms | 0 - 546 MB | NPU
68
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 61.702 ms | 8 - 432 MB | NPU
69
+ | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 20.085 ms | 6 - 364 MB | NPU
70
+ | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 20.085 ms | 6 - 364 MB | NPU
71
+ | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.91 ms | 6 - 370 MB | NPU
72
+ | FastSam-X | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 61.702 ms | 8 - 432 MB | NPU
73
+ | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.167 ms | 5 - 5 MB | NPU
74
+ | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 44.031 ms | 5 - 5 MB | NPU
75
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.79 ms | 5 - 300 MB | NPU
76
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 92.004 ms | 4 - 388 MB | NPU
77
+ | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 80.471 ms | 5 - 16 MB | NPU
78
+ | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 279.857 ms | 0 - 216 MB | NPU
79
+ | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.779 ms | 5 - 420 MB | NPU
80
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.453 ms | 0 - 213 MB | NPU
81
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8650P | 68.453 ms | 0 - 213 MB | NPU
82
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8255P | 68.453 ms | 0 - 213 MB | NPU
83
+ | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 | 92.004 ms | 4 - 388 MB | NPU
84
+ | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 68.266 ms | 5 - 15 MB | NPU
85
+ | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 44.031 ms | 5 - 5 MB | NPU
86
+ | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 25.577 ms | 5 - 227 MB | NPU
87
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.857 ms | 0 - 216 MB | NPU
88
+ | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.701 ms | 0 - 298 MB | NPU
89
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 25.577 ms | 5 - 227 MB | NPU
90
+ | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.822 ms | 5 - 236 MB | NPU
91
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.071 ms | 2 - 2 MB | NPU
92
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.39 ms | 2 - 2 MB | NPU
93
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.302 ms | 2 - 418 MB | NPU
94
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 48.613 ms | 2 - 417 MB | NPU
95
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 178.944 ms | 1 - 7 MB | NPU
96
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 30.907 ms | 1 - 8 MB | NPU
97
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-8275 | 86.209 ms | 0 - 319 MB | NPU
98
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.206 ms | 2 - 438 MB | NPU
99
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 28.444 ms | 0 - 322 MB | NPU
100
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8650P | 28.444 ms | 0 - 322 MB | NPU
101
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8255P | 28.444 ms | 0 - 322 MB | NPU
102
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 48.613 ms | 2 - 417 MB | NPU
103
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 28.872 ms | 4 - 10 MB | NPU
104
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.39 ms | 2 - 2 MB | NPU
105
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 689.81 ms | 2 - 472 MB | NPU
106
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 54.065 ms | 2 - 398 MB | NPU
107
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.212 ms | 2 - 331 MB | NPU
108
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 86.209 ms | 0 - 319 MB | NPU
109
+ | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 45.134 ms | 0 - 318 MB | NPU
110
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.212 ms | 2 - 331 MB | NPU
111
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.219 ms | 2 - 332 MB | NPU
112
+ | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 54.065 ms | 2 - 398 MB | NPU
113
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.328 ms | 3 - 415 MB | NPU
114
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 94.518 ms | 5 - 507 MB | NPU
115
+ | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 80.304 ms | 4 - 159 MB | NPU
116
+ | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 279.334 ms | 5 - 257 MB | NPU
117
+ | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 42.721 ms | 4 - 9 MB | NPU
118
+ | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.975 ms | 5 - 258 MB | NPU
119
+ | FastSam-X | TFLITE | float | Qualcomm® SA8650P | 67.975 ms | 5 - 258 MB | NPU
120
+ | FastSam-X | TFLITE | float | Qualcomm® SA8255P | 67.975 ms | 5 - 258 MB | NPU
121
+ | FastSam-X | TFLITE | float | Qualcomm® QCS8450 | 94.518 ms | 5 - 507 MB | NPU
122
+ | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 70.89 ms | 4 - 158 MB | NPU
123
+ | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 25.564 ms | 3 - 260 MB | NPU
124
+ | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.334 ms | 5 - 257 MB | NPU
125
+ | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.143 ms | 5 - 336 MB | NPU
126
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Mobile | 25.564 ms | 3 - 260 MB | NPU
127
+ | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.242 ms | 4 - 266 MB | NPU
128
 
129
  ## License
130
  * The license for the original implementation of FastSam-X can be found
release_assets.json DELETED
@@ -1,45 +0,0 @@
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- {
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- "version": "0.60.0",
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- "precisions": {
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- }
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- }
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- },
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- "w8a16": {
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- "universal_assets": {
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