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FastSam-X

Image Segmentation
PyTorch
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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.

Files changed (2) hide show
  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-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/v0.59.0/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
 
@@ -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_x/releases/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/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/v0.59.0/src/qai_hub_models/models/fastsam_x) for usage instructions.
49
 
50
  ## Model Details
51
 
52
  **Model Type:** Model_use_case.semantic_segmentation
53
 
54
  **Model Stats:**
55
- - Model checkpoint: fastsam-x.pt
56
  - Inference latency: RealTime
57
  - Input resolution: 640x640
58
- - Number of parameters: 72.2M
59
  - Model size (float): 276 MB
 
60
 
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 | 24.41 ms | 17 - 17 MB | NPU
65
- | FastSam-X | ONNX | float | Snapdragon® X Elite | 47.023 ms | 139 - 139 MB | NPU
66
- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 36.186 ms | 2 - 320 MB | NPU
67
- | FastSam-X | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 97.029 ms | 17 - 415 MB | NPU
68
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 48.161 ms | 0 - 169 MB | NPU
69
- | FastSam-X | ONNX | float | Qualcomm® QCS8450 | 97.029 ms | 17 - 415 MB | NPU
70
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 72.529 ms | 12 - 19 MB | NPU
71
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 47.023 ms | 139 - 139 MB | NPU
72
- | FastSam-X | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 27.533 ms | 13 - 244 MB | NPU
73
- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Mobile | 27.533 ms | 13 - 244 MB | NPU
74
- | FastSam-X | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 19.891 ms | 12 - 266 MB | NPU
75
- | FastSam-X | ONNX | w8a16 | Snapdragon® X2 Elite | 15.635 ms | 9 - 9 MB | NPU
76
- | FastSam-X | ONNX | w8a16 | Snapdragon® X Elite | 33.634 ms | 72 - 72 MB | NPU
77
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.748 ms | 0 - 453 MB | NPU
78
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 58.179 ms | 1 - 455 MB | NPU
79
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 183.988 ms | 6 - 11 MB | NPU
80
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 34.28 ms | 0 - 81 MB | NPU
81
- | FastSam-X | ONNX | w8a16 | Qualcomm® QCS8450 | 58.179 ms | 1 - 455 MB | NPU
82
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 33.613 ms | 6 - 11 MB | NPU
83
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 33.634 ms | 72 - 72 MB | NPU
84
- | FastSam-X | ONNX | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 19.989 ms | 6 - 364 MB | NPU
85
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 19.989 ms | 6 - 364 MB | NPU
86
- | FastSam-X | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.897 ms | 6 - 370 MB | NPU
87
- | FastSam-X | QNN_DLC | float | Snapdragon® X2 Elite | 23.182 ms | 5 - 5 MB | NPU
88
- | FastSam-X | QNN_DLC | float | Snapdragon® X Elite | 44.046 ms | 5 - 5 MB | NPU
89
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 32.837 ms | 5 - 302 MB | NPU
90
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 92.096 ms | 2 - 384 MB | NPU
91
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8275 | 279.847 ms | 0 - 215 MB | NPU
92
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.111 ms | 5 - 7 MB | NPU
93
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8775P | 68.48 ms | 1 - 214 MB | NPU
94
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8650P | 68.48 ms | 1 - 214 MB | NPU
95
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8255P | 68.48 ms | 1 - 214 MB | NPU
96
- | FastSam-X | QNN_DLC | float | Qualcomm® QCS8450 | 92.096 ms | 2 - 384 MB | NPU
97
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 71.034 ms | 5 - 15 MB | NPU
98
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 44.046 ms | 5 - 5 MB | NPU
99
- | FastSam-X | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 25.399 ms | 5 - 225 MB | NPU
100
- | FastSam-X | QNN_DLC | float | Qualcomm® SA7255P | 279.847 ms | 0 - 215 MB | NPU
101
- | FastSam-X | QNN_DLC | float | Qualcomm® SA8295P | 77.696 ms | 0 - 298 MB | NPU
102
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 25.399 ms | 5 - 225 MB | NPU
103
- | FastSam-X | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.976 ms | 5 - 238 MB | NPU
104
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.167 ms | 2 - 2 MB | NPU
105
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.422 ms | 2 - 2 MB | NPU
106
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 22.331 ms | 2 - 421 MB | NPU
107
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Gen 1 Mobile | 50.538 ms | 2 - 416 MB | NPU
108
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS6490 | 179.392 ms | 3 - 10 MB | NPU
109
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8275 | 86.274 ms | 0 - 319 MB | NPU
110
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 31.238 ms | 3 - 5 MB | NPU
111
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8775P | 28.463 ms | 1 - 323 MB | NPU
112
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8650P | 28.463 ms | 1 - 323 MB | NPU
113
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8255P | 28.463 ms | 1 - 323 MB | NPU
114
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® QCS8450 | 50.538 ms | 2 - 416 MB | NPU
115
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-9075 | 28.79 ms | 2 - 8 MB | NPU
116
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ IQ-X7181 | 31.422 ms | 2 - 2 MB | NPU
117
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-6690 | 690.956 ms | 3 - 480 MB | NPU
118
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-7790 | 53.458 ms | 2 - 398 MB | NPU
119
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® Dragonwing™ Q-8750 | 18.568 ms | 2 - 331 MB | NPU
120
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA7255P | 86.274 ms | 0 - 319 MB | NPU
121
- | FastSam-X | QNN_DLC | w8a16 | Qualcomm® SA8295P | 45.085 ms | 0 - 318 MB | NPU
122
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 18.568 ms | 2 - 331 MB | NPU
123
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 12.009 ms | 2 - 333 MB | NPU
124
- | FastSam-X | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 53.458 ms | 2 - 398 MB | NPU
125
- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 32.398 ms | 4 - 418 MB | NPU
126
- | FastSam-X | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 95.151 ms | 5 - 506 MB | NPU
127
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ QCS8275 | 279.375 ms | 5 - 257 MB | NPU
128
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 43.623 ms | 5 - 8 MB | NPU
129
- | FastSam-X | TFLITE | float | Qualcomm® SA8775P | 67.958 ms | 5 - 257 MB | NPU
130
- | FastSam-X | TFLITE | float | Qualcomm® SA8650P | 67.958 ms | 5 - 257 MB | NPU
131
- | FastSam-X | TFLITE | float | Qualcomm® SA8255P | 67.958 ms | 5 - 257 MB | NPU
132
- | FastSam-X | TFLITE | float | Qualcomm® QCS8450 | 95.151 ms | 5 - 506 MB | NPU
133
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 68.418 ms | 3 - 156 MB | NPU
134
- | FastSam-X | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 25.634 ms | 3 - 260 MB | NPU
135
- | FastSam-X | TFLITE | float | Qualcomm® SA7255P | 279.375 ms | 5 - 257 MB | NPU
136
- | FastSam-X | TFLITE | float | Qualcomm® SA8295P | 77.128 ms | 5 - 337 MB | NPU
137
- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Mobile | 25.634 ms | 3 - 260 MB | NPU
138
- | FastSam-X | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.447 ms | 2 - 266 MB | NPU
 
 
 
 
 
 
 
 
139
 
140
  ## License
141
  * The license for the original implementation of FastSam-X 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-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
 
 
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
 
52
  **Model Type:** Model_use_case.semantic_segmentation
53
 
54
  **Model Stats:**
 
55
  - Inference latency: RealTime
56
  - Input resolution: 640x640
57
+ - Model checkpoint: fastsam-x.pt
58
  - Model size (float): 276 MB
59
+ - Number of parameters: 72.2M
60
 
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
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.59.0",
3
  "precisions": {
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  "float": {
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  "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_x/releases/v0.59.0/fastsam_x-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
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  "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/v0.59.0/fastsam_x-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_x/releases/v0.59.0/fastsam_x-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_x/releases/v0.59.0/fastsam_x-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.45.0.260326154327"
39
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40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/fastsam_x/releases/v0.59.0/fastsam_x-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }
 
1
  {
2
+ "version": "0.60.0",
3
  "precisions": {
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  "float": {
5
  "universal_assets": {
 
8
  "qairt": "2.45.0.260326154327",
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  "onnx_runtime": "1.27.1"
10
  },
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+ "download_url": "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"
12
  },
13
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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+ "download_url": "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"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "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"
24
  }
25
  }
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  },
 
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_x/releases/v0.60.0/fastsam_x-onnx-w8a16.zip"
35
  },
36
  "qnn_dlc": {
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  "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_x/releases/v0.60.0/fastsam_x-qnn_dlc-w8a16.zip"
41
  }
42
  }
43
  }