v0.60.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.60.0 for changelog.
- README.md +307 -292
- release_assets.json +7 -7
README.md
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EdgeTAM is a lightweight and efficient version of SAM 2, optimized for on-device tracking and segmenting any object in videos and low memory usage by using a novel 2D Spatial Perceiver and RepViT backbone.
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This is based on the implementation of EdgeTAM found [here](https://github.com/facebookresearch/EdgeTAM).
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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.
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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.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| 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/edgetam/releases/v0.
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| ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.
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| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.
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| TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.
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For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.
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## Model Details
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**Model Type:** Model_use_case.semantic_segmentation
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**Model Stats:**
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- Model checkpoint: edgetam.pt
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- Input resolution (Encoder): 1024x1024
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- Model size (encoder) (float): 33 MB
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- Number of parameters (memory_encoder): 1.2M
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- Model size (memory_encoder) (float): 4.6 MB
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- Number of parameters (video_decoder): 6.22M
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- Model size (video_decoder) (float): 23.7 MB
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| encoder | ONNX | float | Snapdragon® X2 Elite | 8.
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| encoder | ONNX | float | Snapdragon® X Elite | 17.
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| encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile |
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| encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 91.
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| encoder | ONNX | float | Qualcomm® Dragonwing™
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| encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-
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| encoder | ONNX | float | Snapdragon® 8 Elite
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| encoder | ONNX | w8a8 | Snapdragon®
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| encoder | ONNX | w8a8 | Snapdragon® 8 Gen
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| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™
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| encoder | QNN_DLC | float |
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | float | Qualcomm®
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| encoder | QNN_DLC | w8a8 | Snapdragon®
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| encoder | QNN_DLC | w8a8 | Qualcomm®
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| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™
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| video_decoder | TFLITE | w8a8 |
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| 349 |
## License
|
| 350 |
* The license for the original implementation of EdgeTAM can be found
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|
| 15 |
EdgeTAM is a lightweight and efficient version of SAM 2, optimized for on-device tracking and segmenting any object in videos and low memory usage by using a novel 2D Spatial Perceiver and RepViT backbone.
|
| 16 |
|
| 17 |
This is based on the implementation of EdgeTAM found [here](https://github.com/facebookresearch/EdgeTAM).
|
| 18 |
+
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/edgetam) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
|
| 19 |
|
| 20 |
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.
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| 28 |
|
| 29 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 30 |
|---|---|---|---|---|
|
| 31 |
+
| 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/edgetam/releases/v0.60.0/edgetam-onnx-float.zip)
|
| 32 |
+
| ONNX | w8a8 | Universal | QAIRT 2.45, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-onnx-w8a8.zip)
|
| 33 |
+
| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-qnn_dlc-float.zip)
|
| 34 |
+
| QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-qnn_dlc-w8a8.zip)
|
| 35 |
+
| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-tflite-float.zip)
|
| 36 |
+
| TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-tflite-w8a8.zip)
|
| 37 |
|
| 38 |
For more device-specific assets and performance metrics, visit **[EdgeTAM on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/edgetam)**.
|
| 39 |
|
| 40 |
|
| 41 |
### Option 2: Export with Custom Configurations
|
| 42 |
|
| 43 |
+
Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/edgetam) Python library to compile and export the model with your own:
|
| 44 |
- Custom weights (e.g., fine-tuned checkpoints)
|
| 45 |
- Custom input shapes
|
| 46 |
- Target device and runtime configurations
|
| 47 |
|
| 48 |
This option is ideal if you need to customize the model beyond the default configuration provided here.
|
| 49 |
|
| 50 |
+
See our repository for [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.60.0/src/qai_hub_models/models/edgetam) for usage instructions.
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| 51 |
|
| 52 |
## Model Details
|
| 53 |
|
| 54 |
**Model Type:** Model_use_case.semantic_segmentation
|
| 55 |
|
| 56 |
**Model Stats:**
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|
| 57 |
- Input resolution (Encoder): 1024x1024
|
| 58 |
+
- Model checkpoint: edgetam.pt
|
| 59 |
- Model size (encoder) (float): 33 MB
|
|
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|
| 60 |
- Model size (memory_encoder) (float): 4.6 MB
|
|
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|
| 61 |
- Model size (video_decoder) (float): 23.7 MB
|
| 62 |
+
- Number of parameters (encoder): 8.3M
|
| 63 |
+
- Number of parameters (memory_encoder): 1.2M
|
| 64 |
+
- Number of parameters (video_decoder): 6.22M
|
| 65 |
|
| 66 |
## Performance Summary
|
| 67 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 68 |
|---|---|---|---|---|---|---
|
| 69 |
+
| encoder | ONNX | float | Snapdragon® X2 Elite | 8.844 ms | 70 - 70 MB | NPU
|
| 70 |
+
| encoder | ONNX | float | Snapdragon® X Elite | 17.976 ms | 70 - 70 MB | NPU
|
| 71 |
+
| encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.849 ms | 55 - 407 MB | NPU
|
| 72 |
+
| encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 91.775 ms | 1 - 415 MB | NPU
|
| 73 |
+
| encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 24.038 ms | 16 - 19 MB | NPU
|
| 74 |
+
| encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 17.835 ms | 48 - 51 MB | NPU
|
| 75 |
+
| encoder | ONNX | float | Qualcomm® QCS8450 | 91.775 ms | 1 - 415 MB | NPU
|
| 76 |
+
| encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.54 ms | 12 - 15 MB | NPU
|
| 77 |
+
| encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 17.976 ms | 70 - 70 MB | NPU
|
| 78 |
+
| encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.531 ms | 45 - 360 MB | NPU
|
| 79 |
+
| encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 9.531 ms | 45 - 360 MB | NPU
|
| 80 |
+
| encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.834 ms | 44 - 381 MB | NPU
|
| 81 |
+
| encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.164 ms | 18 - 18 MB | NPU
|
| 82 |
+
| encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.22 ms | 18 - 18 MB | NPU
|
| 83 |
+
| encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.333 ms | 14 - 310 MB | NPU
|
| 84 |
+
| encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2247.194 ms | 4 - 321 MB | NPU
|
| 85 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4489.333 ms | 3 - 6 MB | NPU
|
| 86 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.891 ms | 10 - 17 MB | NPU
|
| 87 |
+
| encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 2247.194 ms | 4 - 321 MB | NPU
|
| 88 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.428 ms | 14 - 17 MB | NPU
|
| 89 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 8.22 ms | 18 - 18 MB | NPU
|
| 90 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 49.462 ms | 4 - 256 MB | NPU
|
| 91 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 10.651 ms | 15 - 273 MB | NPU
|
| 92 |
+
| encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.468 ms | 11 - 273 MB | NPU
|
| 93 |
+
| encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.468 ms | 11 - 273 MB | NPU
|
| 94 |
+
| encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.057 ms | 2 - 280 MB | NPU
|
| 95 |
+
| encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 10.651 ms | 15 - 273 MB | NPU
|
| 96 |
+
| encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.336 ms | 12 - 12 MB | NPU
|
| 97 |
+
| encoder | QNN_DLC | float | Snapdragon® X Elite | 23.5 ms | 12 - 12 MB | NPU
|
| 98 |
+
| encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.714 ms | 12 - 348 MB | NPU
|
| 99 |
+
| encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 99.502 ms | 12 - 421 MB | NPU
|
| 100 |
+
| encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 68.756 ms | 1 - 259 MB | NPU
|
| 101 |
+
| encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.643 ms | 12 - 58 MB | NPU
|
| 102 |
+
| encoder | QNN_DLC | float | Qualcomm® SA8775P | 27.524 ms | 1 - 258 MB | NPU
|
| 103 |
+
| encoder | QNN_DLC | float | Qualcomm® SA8650P | 27.524 ms | 1 - 258 MB | NPU
|
| 104 |
+
| encoder | QNN_DLC | float | Qualcomm® SA8255P | 27.524 ms | 1 - 258 MB | NPU
|
| 105 |
+
| encoder | QNN_DLC | float | Qualcomm® QCS8450 | 99.502 ms | 12 - 421 MB | NPU
|
| 106 |
+
| encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 29.622 ms | 12 - 46 MB | NPU
|
| 107 |
+
| encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.5 ms | 12 - 12 MB | NPU
|
| 108 |
+
| encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 11.67 ms | 12 - 289 MB | NPU
|
| 109 |
+
| encoder | QNN_DLC | float | Qualcomm® SA7255P | 68.756 ms | 1 - 259 MB | NPU
|
| 110 |
+
| encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 11.67 ms | 12 - 289 MB | NPU
|
| 111 |
+
| encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.939 ms | 2 - 303 MB | NPU
|
| 112 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.342 ms | 3 - 3 MB | NPU
|
| 113 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.659 ms | 3 - 3 MB | NPU
|
| 114 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.343 ms | 3 - 305 MB | NPU
|
| 115 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2276.199 ms | 3 - 327 MB | NPU
|
| 116 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4494.088 ms | 4 - 14 MB | NPU
|
| 117 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 20.164 ms | 3 - 260 MB | NPU
|
| 118 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.852 ms | 3 - 5 MB | NPU
|
| 119 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.556 ms | 3 - 260 MB | NPU
|
| 120 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.556 ms | 3 - 260 MB | NPU
|
| 121 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.556 ms | 3 - 260 MB | NPU
|
| 122 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 2276.199 ms | 3 - 327 MB | NPU
|
| 123 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.47 ms | 2 - 12 MB | NPU
|
| 124 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.659 ms | 3 - 3 MB | NPU
|
| 125 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 75.498 ms | 3 - 235 MB | NPU
|
| 126 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 11.568 ms | 3 - 263 MB | NPU
|
| 127 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.557 ms | 3 - 251 MB | NPU
|
| 128 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 20.164 ms | 3 - 260 MB | NPU
|
| 129 |
+
| encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2131.176 ms | 1 - 281 MB | NPU
|
| 130 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 4.557 ms | 3 - 251 MB | NPU
|
| 131 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.779 ms | 3 - 270 MB | NPU
|
| 132 |
+
| encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 11.568 ms | 3 - 263 MB | NPU
|
| 133 |
+
| encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.902 ms | 20 - 368 MB | NPU
|
| 134 |
+
| encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 99.311 ms | 0 - 421 MB | NPU
|
| 135 |
+
| encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 27.18 ms | 0 - 47 MB | NPU
|
| 136 |
+
| encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 68.736 ms | 20 - 286 MB | NPU
|
| 137 |
+
| encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.511 ms | 20 - 53 MB | NPU
|
| 138 |
+
| encoder | TFLITE | float | Qualcomm® SA8775P | 27.571 ms | 20 - 284 MB | NPU
|
| 139 |
+
| encoder | TFLITE | float | Qualcomm® SA8650P | 27.571 ms | 20 - 284 MB | NPU
|
| 140 |
+
| encoder | TFLITE | float | Qualcomm® SA8255P | 27.571 ms | 20 - 284 MB | NPU
|
| 141 |
+
| encoder | TFLITE | float | Qualcomm® QCS8450 | 99.311 ms | 0 - 421 MB | NPU
|
| 142 |
+
| encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 29.522 ms | 0 - 46 MB | NPU
|
| 143 |
+
| encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 11.61 ms | 19 - 306 MB | NPU
|
| 144 |
+
| encoder | TFLITE | float | Qualcomm® SA7255P | 68.736 ms | 20 - 286 MB | NPU
|
| 145 |
+
| encoder | TFLITE | float | Qualcomm® SA8295P | 53.369 ms | 20 - 365 MB | NPU
|
| 146 |
+
| encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 11.61 ms | 19 - 306 MB | NPU
|
| 147 |
+
| encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.956 ms | 20 - 322 MB | NPU
|
| 148 |
+
| encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.801 ms | 3 - 300 MB | NPU
|
| 149 |
+
| encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2267.246 ms | 2 - 328 MB | NPU
|
| 150 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4483.421 ms | 0 - 24 MB | NPU
|
| 151 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.883 ms | 5 - 22 MB | NPU
|
| 152 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 13.71 ms | 5 - 260 MB | NPU
|
| 153 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.05 ms | 5 - 10 MB | NPU
|
| 154 |
+
| encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.828 ms | 5 - 260 MB | NPU
|
| 155 |
+
| encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 7.828 ms | 5 - 260 MB | NPU
|
| 156 |
+
| encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 7.828 ms | 5 - 260 MB | NPU
|
| 157 |
+
| encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 2267.246 ms | 2 - 328 MB | NPU
|
| 158 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.569 ms | 4 - 20 MB | NPU
|
| 159 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 45.974 ms | 4 - 234 MB | NPU
|
| 160 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 8.244 ms | 4 - 260 MB | NPU
|
| 161 |
+
| encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.967 ms | 4 - 249 MB | NPU
|
| 162 |
+
| encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 13.71 ms | 5 - 260 MB | NPU
|
| 163 |
+
| encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2103.189 ms | 0 - 280 MB | NPU
|
| 164 |
+
| encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 2.967 ms | 4 - 249 MB | NPU
|
| 165 |
+
| encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.652 ms | 0 - 261 MB | NPU
|
| 166 |
+
| encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.244 ms | 4 - 260 MB | NPU
|
| 167 |
+
| memory_encoder | ONNX | float | Snapdragon® X2 Elite | 10.556 ms | 8 - 8 MB | NPU
|
| 168 |
+
| memory_encoder | ONNX | float | Snapdragon® X Elite | 25.132 ms | 8 - 8 MB | NPU
|
| 169 |
+
| memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 19.669 ms | 8 - 455 MB | NPU
|
| 170 |
+
| memory_encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 38.303 ms | 9 - 332 MB | NPU
|
| 171 |
+
| memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 27.486 ms | 8 - 12 MB | NPU
|
| 172 |
+
| memory_encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.924 ms | 8 - 12 MB | NPU
|
| 173 |
+
| memory_encoder | ONNX | float | Qualcomm® QCS8450 | 38.303 ms | 9 - 332 MB | NPU
|
| 174 |
+
| memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 29.579 ms | 8 - 11 MB | NPU
|
| 175 |
+
| memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 25.132 ms | 8 - 8 MB | NPU
|
| 176 |
+
| memory_encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 13.682 ms | 0 - 295 MB | NPU
|
| 177 |
+
| memory_encoder | ONNX | float | Snapdragon® 8 Elite Mobile | 13.682 ms | 0 - 295 MB | NPU
|
| 178 |
+
| memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.875 ms | 2 - 294 MB | NPU
|
| 179 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 2.88 ms | 2 - 2 MB | NPU
|
| 180 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 5.848 ms | 1 - 1 MB | NPU
|
| 181 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.672 ms | 2 - 221 MB | NPU
|
| 182 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.871 ms | 2 - 343 MB | NPU
|
| 183 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 37.022 ms | 2 - 5 MB | NPU
|
| 184 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.593 ms | 1 - 41 MB | NPU
|
| 185 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 10.871 ms | 2 - 343 MB | NPU
|
| 186 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 5.988 ms | 2 - 5 MB | NPU
|
| 187 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 5.848 ms | 1 - 1 MB | NPU
|
| 188 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 32.257 ms | 0 - 325 MB | NPU
|
| 189 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 6.695 ms | 2 - 283 MB | NPU
|
| 190 |
+
| memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.041 ms | 2 - 299 MB | NPU
|
| 191 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 4.041 ms | 2 - 299 MB | NPU
|
| 192 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.602 ms | 0 - 298 MB | NPU
|
| 193 |
+
| memory_encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.695 ms | 2 - 283 MB | NPU
|
| 194 |
+
| memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 10.115 ms | 8 - 8 MB | NPU
|
| 195 |
+
| memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 19.883 ms | 8 - 8 MB | NPU
|
| 196 |
+
| memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 13.398 ms | 0 - 718 MB | NPU
|
| 197 |
+
| memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 29.345 ms | 4 - 404 MB | NPU
|
| 198 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 44.768 ms | 1 - 317 MB | NPU
|
| 199 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 18.869 ms | 8 - 10 MB | NPU
|
| 200 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® SA8775P | 20.974 ms | 1 - 322 MB | NPU
|
| 201 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® SA8650P | 20.974 ms | 1 - 322 MB | NPU
|
| 202 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® SA8255P | 20.974 ms | 1 - 322 MB | NPU
|
| 203 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 | 29.345 ms | 4 - 404 MB | NPU
|
| 204 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 21.502 ms | 10 - 20 MB | NPU
|
| 205 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 19.883 ms | 8 - 8 MB | NPU
|
| 206 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.626 ms | 0 - 313 MB | NPU
|
| 207 |
+
| memory_encoder | QNN_DLC | float | Qualcomm® SA7255P | 44.768 ms | 1 - 317 MB | NPU
|
| 208 |
+
| memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 10.626 ms | 0 - 313 MB | NPU
|
| 209 |
+
| memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.236 ms | 4 - 314 MB | NPU
|
| 210 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 2.976 ms | 2 - 2 MB | NPU
|
| 211 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.511 ms | 2 - 2 MB | NPU
|
| 212 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.938 ms | 0 - 235 MB | NPU
|
| 213 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.521 ms | 0 - 198 MB | NPU
|
| 214 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 36.672 ms | 1 - 5 MB | NPU
|
| 215 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 10.973 ms | 1 - 165 MB | NPU
|
| 216 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.926 ms | 1 - 5 MB | NPU
|
| 217 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.63 ms | 2 - 168 MB | NPU
|
| 218 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.63 ms | 2 - 168 MB | NPU
|
| 219 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.63 ms | 2 - 168 MB | NPU
|
| 220 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.521 ms | 0 - 198 MB | NPU
|
| 221 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.895 ms | 0 - 4 MB | NPU
|
| 222 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.511 ms | 2 - 2 MB | NPU
|
| 223 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 30.838 ms | 2 - 383 MB | NPU
|
| 224 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 7.146 ms | 1 - 313 MB | NPU
|
| 225 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.99 ms | 1 - 175 MB | NPU
|
| 226 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 10.973 ms | 1 - 165 MB | NPU
|
| 227 |
+
| memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.756 ms | 2 - 181 MB | NPU
|
| 228 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 2.99 ms | 1 - 175 MB | NPU
|
| 229 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 2.507 ms | 1 - 203 MB | NPU
|
| 230 |
+
| memory_encoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 7.146 ms | 1 - 313 MB | NPU
|
| 231 |
+
| memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 19.604 ms | 0 - 361 MB | NPU
|
| 232 |
+
| memory_encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 38.22 ms | 0 - 320 MB | NPU
|
| 233 |
+
| memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 27.052 ms | 0 - 17 MB | NPU
|
| 234 |
+
| memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 53.297 ms | 0 - 311 MB | NPU
|
| 235 |
+
| memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.816 ms | 0 - 3 MB | NPU
|
| 236 |
+
| memory_encoder | TFLITE | float | Qualcomm® SA8775P | 28.707 ms | 0 - 311 MB | NPU
|
| 237 |
+
| memory_encoder | TFLITE | float | Qualcomm® SA8650P | 28.707 ms | 0 - 311 MB | NPU
|
| 238 |
+
| memory_encoder | TFLITE | float | Qualcomm® SA8255P | 28.707 ms | 0 - 311 MB | NPU
|
| 239 |
+
| memory_encoder | TFLITE | float | Qualcomm® QCS8450 | 38.22 ms | 0 - 320 MB | NPU
|
| 240 |
+
| memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 29.185 ms | 0 - 16 MB | NPU
|
| 241 |
+
| memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 16.062 ms | 0 - 369 MB | NPU
|
| 242 |
+
| memory_encoder | TFLITE | float | Qualcomm® SA7255P | 53.297 ms | 0 - 311 MB | NPU
|
| 243 |
+
| memory_encoder | TFLITE | float | Qualcomm® SA8295P | 33.237 ms | 0 - 289 MB | NPU
|
| 244 |
+
| memory_encoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 16.062 ms | 0 - 369 MB | NPU
|
| 245 |
+
| memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 9.876 ms | 0 - 309 MB | NPU
|
| 246 |
+
| memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.084 ms | 0 - 261 MB | NPU
|
| 247 |
+
| memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 12.993 ms | 1 - 249 MB | NPU
|
| 248 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 122.946 ms | 10 - 52 MB | NPU
|
| 249 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.825 ms | 1 - 10 MB | NPU
|
| 250 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 17.234 ms | 1 - 227 MB | NPU
|
| 251 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.569 ms | 1 - 4 MB | NPU
|
| 252 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.81 ms | 1 - 227 MB | NPU
|
| 253 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.81 ms | 1 - 227 MB | NPU
|
| 254 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.81 ms | 1 - 227 MB | NPU
|
| 255 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 12.993 ms | 1 - 249 MB | NPU
|
| 256 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.381 ms | 0 - 9 MB | NPU
|
| 257 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 69.174 ms | 9 - 235 MB | NPU
|
| 258 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 33.118 ms | 10 - 199 MB | NPU
|
| 259 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.51 ms | 1 - 222 MB | NPU
|
| 260 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® SA7255P | 17.234 ms | 1 - 227 MB | NPU
|
| 261 |
+
| memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 11.99 ms | 1 - 230 MB | NPU
|
| 262 |
+
| memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 4.51 ms | 1 - 222 MB | NPU
|
| 263 |
+
| memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.908 ms | 1 - 239 MB | NPU
|
| 264 |
+
| memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 33.118 ms | 10 - 199 MB | NPU
|
| 265 |
+
| video_decoder | ONNX | float | Snapdragon® X2 Elite | 3.508 ms | 16 - 16 MB | NPU
|
| 266 |
+
| video_decoder | ONNX | float | Snapdragon® X Elite | 7.17 ms | 16 - 16 MB | NPU
|
| 267 |
+
| video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 4.962 ms | 17 - 276 MB | NPU
|
| 268 |
+
| video_decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 14.344 ms | 17 - 287 MB | NPU
|
| 269 |
+
| video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 7.905 ms | 16 - 19 MB | NPU
|
| 270 |
+
| video_decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.216 ms | 16 - 19 MB | NPU
|
| 271 |
+
| video_decoder | ONNX | float | Qualcomm® QCS8450 | 14.344 ms | 17 - 287 MB | NPU
|
| 272 |
+
| video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.351 ms | 16 - 19 MB | NPU
|
| 273 |
+
| video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 7.17 ms | 16 - 16 MB | NPU
|
| 274 |
+
| video_decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 3.868 ms | 3 - 248 MB | NPU
|
| 275 |
+
| video_decoder | ONNX | float | Snapdragon® 8 Elite Mobile | 3.868 ms | 3 - 248 MB | NPU
|
| 276 |
+
| video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.415 ms | 3 - 232 MB | NPU
|
| 277 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 1.639 ms | 4 - 4 MB | NPU
|
| 278 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 3.579 ms | 4 - 4 MB | NPU
|
| 279 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.277 ms | 4 - 160 MB | NPU
|
| 280 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.287 ms | 4 - 164 MB | NPU
|
| 281 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 15.663 ms | 5 - 8 MB | NPU
|
| 282 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.392 ms | 2 - 8 MB | NPU
|
| 283 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® QCS8450 | 4.287 ms | 4 - 164 MB | NPU
|
| 284 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 5.05 ms | 4 - 7 MB | NPU
|
| 285 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.579 ms | 4 - 4 MB | NPU
|
| 286 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 19.958 ms | 2 - 252 MB | NPU
|
| 287 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 4.524 ms | 4 - 300 MB | NPU
|
| 288 |
+
| video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.848 ms | 0 - 127 MB | NPU
|
| 289 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 1.848 ms | 0 - 127 MB | NPU
|
| 290 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.533 ms | 0 - 157 MB | NPU
|
| 291 |
+
| video_decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.524 ms | 4 - 300 MB | NPU
|
| 292 |
+
| video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.257 ms | 16 - 16 MB | NPU
|
| 293 |
+
| video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.086 ms | 16 - 16 MB | NPU
|
| 294 |
+
| video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.115 ms | 3 - 245 MB | NPU
|
| 295 |
+
| video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 10.674 ms | 4 - 223 MB | NPU
|
| 296 |
+
| video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 13.367 ms | 16 - 230 MB | NPU
|
| 297 |
+
| video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.834 ms | 16 - 18 MB | NPU
|
| 298 |
+
| video_decoder | QNN_DLC | float | Qualcomm® SA8775P | 7.136 ms | 16 - 234 MB | NPU
|
| 299 |
+
| video_decoder | QNN_DLC | float | Qualcomm® SA8650P | 7.136 ms | 16 - 234 MB | NPU
|
| 300 |
+
| video_decoder | QNN_DLC | float | Qualcomm® SA8255P | 7.136 ms | 16 - 234 MB | NPU
|
| 301 |
+
| video_decoder | QNN_DLC | float | Qualcomm® QCS8450 | 10.674 ms | 4 - 223 MB | NPU
|
| 302 |
+
| video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.944 ms | 16 - 34 MB | NPU
|
| 303 |
+
| video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.086 ms | 16 - 16 MB | NPU
|
| 304 |
+
| video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 3.192 ms | 4 - 219 MB | NPU
|
| 305 |
+
| video_decoder | QNN_DLC | float | Qualcomm® SA7255P | 13.367 ms | 16 - 230 MB | NPU
|
| 306 |
+
| video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 3.192 ms | 4 - 219 MB | NPU
|
| 307 |
+
| video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.81 ms | 4 - 199 MB | NPU
|
| 308 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.613 ms | 4 - 4 MB | NPU
|
| 309 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.045 ms | 4 - 4 MB | NPU
|
| 310 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.787 ms | 4 - 119 MB | NPU
|
| 311 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 3.288 ms | 4 - 118 MB | NPU
|
| 312 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 10.877 ms | 1 - 7 MB | NPU
|
| 313 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.168 ms | 4 - 90 MB | NPU
|
| 314 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.743 ms | 4 - 6 MB | NPU
|
| 315 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.383 ms | 4 - 90 MB | NPU
|
| 316 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 3.383 ms | 4 - 90 MB | NPU
|
| 317 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 3.383 ms | 4 - 90 MB | NPU
|
| 318 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 3.288 ms | 4 - 118 MB | NPU
|
| 319 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 3.223 ms | 3 - 9 MB | NPU
|
| 320 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.045 ms | 4 - 4 MB | NPU
|
| 321 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 12.711 ms | 4 - 278 MB | NPU
|
| 322 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 3.274 ms | 4 - 215 MB | NPU
|
| 323 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.411 ms | 1 - 90 MB | NPU
|
| 324 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® SA7255P | 5.168 ms | 4 - 90 MB | NPU
|
| 325 |
+
| video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.904 ms | 4 - 88 MB | NPU
|
| 326 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 1.411 ms | 1 - 90 MB | NPU
|
| 327 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 1.219 ms | 1 - 111 MB | NPU
|
| 328 |
+
| video_decoder | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 3.274 ms | 4 - 215 MB | NPU
|
| 329 |
+
| video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.018 ms | 4 - 242 MB | NPU
|
| 330 |
+
| video_decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 10.679 ms | 0 - 223 MB | NPU
|
| 331 |
+
| video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 6.587 ms | 0 - 32 MB | NPU
|
| 332 |
+
| video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 13.361 ms | 0 - 215 MB | NPU
|
| 333 |
+
| video_decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.818 ms | 0 - 7 MB | NPU
|
| 334 |
+
| video_decoder | TFLITE | float | Qualcomm® SA8775P | 7.111 ms | 0 - 192 MB | NPU
|
| 335 |
+
| video_decoder | TFLITE | float | Qualcomm® SA8650P | 7.111 ms | 0 - 192 MB | NPU
|
| 336 |
+
| video_decoder | TFLITE | float | Qualcomm® SA8255P | 7.111 ms | 0 - 192 MB | NPU
|
| 337 |
+
| video_decoder | TFLITE | float | Qualcomm® QCS8450 | 10.679 ms | 0 - 223 MB | NPU
|
| 338 |
+
| video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.874 ms | 0 - 31 MB | NPU
|
| 339 |
+
| video_decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.161 ms | 0 - 189 MB | NPU
|
| 340 |
+
| video_decoder | TFLITE | float | Qualcomm® SA7255P | 13.361 ms | 0 - 215 MB | NPU
|
| 341 |
+
| video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.832 ms | 0 - 200 MB | NPU
|
| 342 |
+
| video_decoder | TFLITE | float | Snapdragon® 8 Elite Mobile | 3.161 ms | 0 - 189 MB | NPU
|
| 343 |
+
| video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.721 ms | 0 - 213 MB | NPU
|
| 344 |
+
| video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.899 ms | 0 - 243 MB | NPU
|
| 345 |
+
| video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.902 ms | 0 - 241 MB | NPU
|
| 346 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 39.123 ms | 12 - 58 MB | NPU
|
| 347 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.881 ms | 0 - 15 MB | NPU
|
| 348 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 15.409 ms | 0 - 216 MB | NPU
|
| 349 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.608 ms | 0 - 22 MB | NPU
|
| 350 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.743 ms | 0 - 314 MB | NPU
|
| 351 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.743 ms | 0 - 314 MB | NPU
|
| 352 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.743 ms | 0 - 314 MB | NPU
|
| 353 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.902 ms | 0 - 241 MB | NPU
|
| 354 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.449 ms | 0 - 14 MB | NPU
|
| 355 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 35.111 ms | 12 - 211 MB | NPU
|
| 356 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 15.057 ms | 12 - 202 MB | NPU
|
| 357 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.895 ms | 0 - 249 MB | NPU
|
| 358 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® SA7255P | 15.409 ms | 0 - 216 MB | NPU
|
| 359 |
+
| video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 9.285 ms | 0 - 221 MB | NPU
|
| 360 |
+
| video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 3.895 ms | 0 - 249 MB | NPU
|
| 361 |
+
| video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 3.447 ms | 0 - 255 MB | NPU
|
| 362 |
+
| video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.057 ms | 12 - 202 MB | NPU
|
| 363 |
|
| 364 |
## License
|
| 365 |
* The license for the original implementation of EdgeTAM can be found
|
release_assets.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "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/edgetam/releases/v0.
|
| 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/edgetam/releases/v0.
|
| 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/edgetam/releases/v0.
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}
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}
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},
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@@ -31,19 +31,19 @@
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"qairt": "2.45.0.260326154327",
|
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"onnx_runtime": "1.27.1"
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},
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-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.
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},
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"qnn_dlc": {
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"tool_versions": {
|
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"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/edgetam/releases/v0.
|
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},
|
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"tflite": {
|
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"tool_versions": {
|
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"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/edgetam/releases/v0.
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}
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}
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}
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| 1 |
{
|
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+
"version": "0.60.0",
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"precisions": {
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"float": {
|
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"universal_assets": {
|
|
|
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"qairt": "2.45.0.260326154327",
|
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"onnx_runtime": "1.27.1"
|
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},
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+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-onnx-float.zip"
|
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},
|
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"qnn_dlc": {
|
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"tool_versions": {
|
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"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/edgetam/releases/v0.60.0/edgetam-qnn_dlc-float.zip"
|
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},
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"tflite": {
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"tool_versions": {
|
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"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/edgetam/releases/v0.60.0/edgetam-tflite-float.zip"
|
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}
|
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}
|
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},
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|
|
|
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"qairt": "2.45.0.260326154327",
|
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"onnx_runtime": "1.27.1"
|
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},
|
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+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-onnx-w8a8.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/edgetam/releases/v0.60.0/edgetam-qnn_dlc-w8a8.zip"
|
| 41 |
},
|
| 42 |
"tflite": {
|
| 43 |
"tool_versions": {
|
| 44 |
"qairt": "2.45.0.260326154327"
|
| 45 |
},
|
| 46 |
+
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.60.0/edgetam-tflite-w8a8.zip"
|
| 47 |
}
|
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}
|
| 49 |
}
|