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EdgeTAM

Image Segmentation
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v0.64.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.64.0 for changelog.

Files changed (2) hide show
  1. README.md +272 -269
  2. release_assets.json +9 -9
README.md CHANGED
@@ -15,7 +15,7 @@ pipeline_tag: image-segmentation
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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/v0.63.0/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).
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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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@@ -28,26 +28,26 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.27.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-tflite-w8a8.zip)
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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/v0.63.0/src/qai_hub_models/models/edgetam) Python library to compile and export the model with your own:
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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/v0.63.0/src/qai_hub_models/models/edgetam) for usage instructions.
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  ## Model Details
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@@ -66,267 +66,270 @@ See our repository for [EdgeTAM on GitHub](https://github.com/qualcomm/ai-hub-mo
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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® 8 Elite Gen 5 For Galaxy Mobile | 7.88 ms | 44 - 357 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.405 ms | 44 - 290 MB | NPU
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- | encoder | ONNX | float | Snapdragon® X2 Elite | 8.615 ms | 70 - 70 MB | NPU
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- | encoder | ONNX | float | Snapdragon® X Elite | 19.135 ms | 70 - 70 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.023 ms | 56 - 406 MB | NPU
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- | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 83.04 ms | 34 - 421 MB | NPU
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- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 22.884 ms | 12 - 28 MB | NPU
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- | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.466 ms | 40 - 57 MB | NPU
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- | encoder | ONNX | float | Qualcomm® QCS8450 | 83.04 ms | 34 - 421 MB | NPU
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- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 22.92 ms | 12 - 27 MB | NPU
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- | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 19.135 ms | 70 - 70 MB | NPU
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- | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.405 ms | 44 - 290 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.039 ms | 2 - 267 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.581 ms | 12 - 262 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 3.116 ms | 18 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® X Elite | 7.887 ms | 18 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.994 ms | 14 - 302 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2001.044 ms | 9 - 314 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2739.339 ms | 3 - 6 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 7.232 ms | 12 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.559 ms | 10 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 2001.044 ms | 9 - 314 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.149 ms | 13 - 16 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 7.887 ms | 18 - 18 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 79.008 ms | 5 - 246 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 8.722 ms | 15 - 259 MB | NPU
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- | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.581 ms | 12 - 262 MB | NPU
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- | encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.722 ms | 15 - 259 MB | NPU
97
- | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.076 ms | 11 - 286 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.92 ms | 12 - 269 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 9.809 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® X Elite | 22.696 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 16.042 ms | 0 - 318 MB | NPU
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- | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 90.779 ms | 12 - 393 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 26.206 ms | 12 - 47 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.935 ms | 12 - 15 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8650P | 27.47 ms | 0 - 258 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8255P | 27.47 ms | 0 - 258 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 90.779 ms | 12 - 393 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 27.896 ms | 12 - 46 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 22.696 ms | 12 - 12 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.92 ms | 12 - 269 MB | NPU
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- | encoder | QNN_DLC | float | Qualcomm® SA8295P | 56.244 ms | 0 - 307 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.728 ms | 3 - 256 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.478 ms | 3 - 240 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.217 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.239 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.053 ms | 3 - 289 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1983.198 ms | 3 - 312 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2794.813 ms | 2 - 12 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 9.957 ms | 3 - 14 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.536 ms | 3 - 5 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.298 ms | 3 - 246 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.298 ms | 3 - 246 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.298 ms | 3 - 246 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1983.198 ms | 3 - 312 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.023 ms | 3 - 13 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.239 ms | 3 - 3 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 93.469 ms | 5 - 228 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.478 ms | 3 - 240 MB | NPU
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- | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2166.335 ms | 1 - 268 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.119 ms | 20 - 296 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.939 ms | 19 - 283 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 15.862 ms | 18 - 345 MB | NPU
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- | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 90.659 ms | 20 - 409 MB | NPU
134
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 26.254 ms | 0 - 47 MB | NPU
135
- | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.139 ms | 20 - 22 MB | NPU
136
- | encoder | TFLITE | float | Qualcomm® SA8650P | 27.574 ms | 20 - 285 MB | NPU
137
- | encoder | TFLITE | float | Qualcomm® SA8255P | 27.574 ms | 20 - 285 MB | NPU
138
- | encoder | TFLITE | float | Qualcomm® QCS8450 | 90.659 ms | 20 - 409 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 27.126 ms | 18 - 64 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 10.939 ms | 19 - 283 MB | NPU
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- | encoder | TFLITE | float | Qualcomm® SA8295P | 56.227 ms | 20 - 339 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.623 ms | 0 - 249 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.041 ms | 4 - 240 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.513 ms | 5 - 295 MB | NPU
145
- | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2020.396 ms | 1 - 311 MB | NPU
146
- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2811.167 ms | 0 - 24 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.608 ms | 5 - 23 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.715 ms | 5 - 8 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 2020.396 ms | 1 - 311 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.31 ms | 4 - 21 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 91.399 ms | 4 - 224 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 8.271 ms | 4 - 246 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.041 ms | 4 - 240 MB | NPU
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- | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2174.555 ms | 0 - 266 MB | NPU
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- | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.271 ms | 4 - 246 MB | NPU
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- | memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.379 ms | 1 - 253 MB | NPU
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- | memory_encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.692 ms | 0 - 251 MB | NPU
158
- | memory_encoder | ONNX | float | Snapdragon® X2 Elite | 11.722 ms | 9 - 9 MB | NPU
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- | memory_encoder | ONNX | float | Snapdragon® X Elite | 23.74 ms | 8 - 8 MB | NPU
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- | memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.678 ms | 8 - 296 MB | NPU
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- | memory_encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 25.89 ms | 8 - 284 MB | NPU
162
- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 24.183 ms | 8 - 12 MB | NPU
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- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.882 ms | 7 - 11 MB | NPU
164
- | memory_encoder | ONNX | float | Qualcomm® QCS8450 | 25.89 ms | 8 - 284 MB | NPU
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- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 26.583 ms | 8 - 11 MB | NPU
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- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.74 ms | 8 - 8 MB | NPU
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- | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 10.692 ms | 0 - 251 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.568 ms | 0 - 264 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.724 ms | 0 - 267 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 2.754 ms | 2 - 2 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 5.896 ms | 1 - 1 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.686 ms | 2 - 178 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 6.706 ms | 2 - 293 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 23.841 ms | 2 - 5 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.221 ms | 2 - 6 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.534 ms | 2 - 5 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 6.706 ms | 2 - 293 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 5.914 ms | 2 - 5 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 5.896 ms | 1 - 1 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 30.708 ms | 2 - 290 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 9.976 ms | 2 - 263 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.724 ms | 0 - 267 MB | NPU
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- | memory_encoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 9.976 ms | 2 - 263 MB | NPU
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- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.17 ms | 4 - 250 MB | NPU
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- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.206 ms | 3 - 267 MB | NPU
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- | memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 9.12 ms | 8 - 8 MB | NPU
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- | memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 23.956 ms | 8 - 8 MB | NPU
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- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.083 ms | 3 - 305 MB | NPU
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- | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 26.002 ms | 4 - 280 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 24.137 ms | 8 - 19 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 24.043 ms | 8 - 10 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® SA8650P | 20.933 ms | 0 - 322 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® SA8255P | 20.933 ms | 0 - 322 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 | 26.002 ms | 4 - 280 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 20.622 ms | 8 - 18 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.956 ms | 8 - 8 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.206 ms | 3 - 267 MB | NPU
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- | memory_encoder | QNN_DLC | float | Qualcomm® SA8295P | 25.079 ms | 0 - 240 MB | NPU
199
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.794 ms | 1 - 144 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.944 ms | 1 - 138 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.293 ms | 2 - 2 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.498 ms | 2 - 2 MB | NPU
203
- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.921 ms | 0 - 164 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.163 ms | 0 - 172 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 24.449 ms | 1 - 5 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.445 ms | 1 - 6 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.856 ms | 2 - 4 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.472 ms | 2 - 139 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.472 ms | 2 - 139 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.472 ms | 2 - 139 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.163 ms | 0 - 172 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.246 ms | 1 - 5 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.498 ms | 2 - 2 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 29.315 ms | 2 - 297 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.944 ms | 1 - 138 MB | NPU
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- | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.623 ms | 2 - 143 MB | NPU
217
- | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.323 ms | 0 - 268 MB | NPU
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- | memory_encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.855 ms | 0 - 262 MB | NPU
219
- | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.611 ms | 0 - 298 MB | NPU
220
- | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 25.635 ms | 0 - 276 MB | NPU
221
- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 24.492 ms | 0 - 18 MB | NPU
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- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.641 ms | 0 - 3 MB | NPU
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- | memory_encoder | TFLITE | float | Qualcomm® SA8650P | 28.699 ms | 0 - 312 MB | NPU
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- | memory_encoder | TFLITE | float | Qualcomm® SA8255P | 28.699 ms | 0 - 312 MB | NPU
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- | memory_encoder | TFLITE | float | Qualcomm® QCS8450 | 25.635 ms | 0 - 276 MB | NPU
226
- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 22.591 ms | 0 - 17 MB | NPU
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- | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 10.855 ms | 0 - 262 MB | NPU
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- | memory_encoder | TFLITE | float | Qualcomm® SA8295P | 26.181 ms | 0 - 239 MB | NPU
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  | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.825 ms | 1 - 254 MB | NPU
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- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.41 ms | 1 - 243 MB | NPU
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- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.866 ms | 0 - 275 MB | NPU
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- | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.441 ms | 1 - 273 MB | NPU
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- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 104.254 ms | 10 - 52 MB | NPU
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- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.43 ms | 1 - 11 MB | NPU
235
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.234 ms | 1 - 3 MB | NPU
236
- | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.441 ms | 1 - 273 MB | NPU
237
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.069 ms | 1 - 10 MB | NPU
238
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 69.432 ms | 10 - 217 MB | NPU
239
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 32.124 ms | 10 - 222 MB | NPU
240
- | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.41 ms | 1 - 243 MB | NPU
241
- | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 11.322 ms | 1 - 247 MB | NPU
242
- | memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.124 ms | 10 - 222 MB | NPU
243
- | video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.394 ms | 3 - 240 MB | NPU
244
- | video_decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.1 ms | 1 - 222 MB | NPU
245
- | video_decoder | ONNX | float | Snapdragon® X2 Elite | 3.557 ms | 16 - 16 MB | NPU
246
- | video_decoder | ONNX | float | Snapdragon® X Elite | 7.15 ms | 16 - 16 MB | NPU
247
- | video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.179 ms | 17 - 270 MB | NPU
248
- | video_decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 9.975 ms | 17 - 289 MB | NPU
249
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 7.849 ms | 16 - 20 MB | NPU
250
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.098 ms | 16 - 126 MB | NPU
251
- | video_decoder | ONNX | float | Qualcomm® QCS8450 | 9.975 ms | 17 - 289 MB | NPU
252
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.201 ms | 16 - 19 MB | NPU
253
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 7.15 ms | 16 - 16 MB | NPU
254
- | video_decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.1 ms | 1 - 222 MB | NPU
255
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.676 ms | 0 - 141 MB | NPU
256
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.958 ms | 0 - 122 MB | NPU
257
- | video_decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 1.771 ms | 4 - 4 MB | NPU
258
- | video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 3.71 ms | 4 - 4 MB | NPU
259
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.418 ms | 0 - 154 MB | NPU
260
- | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.257 ms | 4 - 151 MB | NPU
261
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 12.111 ms | 5 - 8 MB | NPU
262
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 3.711 ms | 4 - 8 MB | NPU
263
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.555 ms | 2 - 8 MB | NPU
264
- | video_decoder | ONNX | w8a8 | Qualcomm® QCS8450 | 4.257 ms | 4 - 151 MB | NPU
265
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 4.161 ms | 4 - 7 MB | NPU
266
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.71 ms | 4 - 4 MB | NPU
267
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 18.369 ms | 2 - 233 MB | NPU
268
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 4.732 ms | 4 - 238 MB | NPU
269
- | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.958 ms | 0 - 122 MB | NPU
270
- | video_decoder | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 4.732 ms | 4 - 238 MB | NPU
271
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.661 ms | 3 - 197 MB | NPU
272
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.085 ms | 4 - 193 MB | NPU
273
- | video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.248 ms | 16 - 16 MB | NPU
274
- | video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.242 ms | 16 - 16 MB | NPU
275
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.258 ms | 3 - 215 MB | NPU
276
- | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 8.068 ms | 4 - 216 MB | NPU
277
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 6.654 ms | 16 - 35 MB | NPU
278
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.794 ms | 16 - 18 MB | NPU
279
- | video_decoder | QNN_DLC | float | Qualcomm® SA8650P | 7.091 ms | 16 - 233 MB | NPU
280
- | video_decoder | QNN_DLC | float | Qualcomm® SA8255P | 7.091 ms | 16 - 233 MB | NPU
281
- | video_decoder | QNN_DLC | float | Qualcomm® QCS8450 | 8.068 ms | 4 - 216 MB | NPU
282
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.893 ms | 16 - 34 MB | NPU
283
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.242 ms | 16 - 16 MB | NPU
284
- | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 3.085 ms | 4 - 193 MB | NPU
285
- | video_decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.632 ms | 2 - 190 MB | NPU
286
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.189 ms | 1 - 114 MB | NPU
287
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.371 ms | 1 - 89 MB | NPU
288
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.599 ms | 4 - 4 MB | NPU
289
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.028 ms | 4 - 4 MB | NPU
290
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.773 ms | 0 - 111 MB | NPU
291
- | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 3.172 ms | 0 - 115 MB | NPU
292
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 7.996 ms | 1 - 7 MB | NPU
293
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.793 ms | 1 - 8 MB | NPU
294
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.675 ms | 4 - 6 MB | NPU
295
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.34 ms | 4 - 95 MB | NPU
296
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 3.34 ms | 4 - 95 MB | NPU
297
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 3.34 ms | 4 - 95 MB | NPU
298
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 3.172 ms | 0 - 115 MB | NPU
299
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 3.191 ms | 6 - 12 MB | NPU
300
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.028 ms | 4 - 4 MB | NPU
301
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 12.203 ms | 4 - 205 MB | NPU
302
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.371 ms | 1 - 89 MB | NPU
303
- | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.667 ms | 4 - 92 MB | NPU
304
- | video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.65 ms | 0 - 190 MB | NPU
305
- | video_decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.125 ms | 0 - 191 MB | NPU
306
- | video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.112 ms | 0 - 218 MB | NPU
307
- | video_decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 8.072 ms | 0 - 214 MB | NPU
308
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 6.604 ms | 0 - 32 MB | NPU
309
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.852 ms | 0 - 8 MB | NPU
310
- | video_decoder | TFLITE | float | Qualcomm® SA8650P | 7.104 ms | 0 - 194 MB | NPU
311
- | video_decoder | TFLITE | float | Qualcomm® SA8255P | 7.104 ms | 0 - 194 MB | NPU
312
- | video_decoder | TFLITE | float | Qualcomm® QCS8450 | 8.072 ms | 0 - 214 MB | NPU
313
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.874 ms | 0 - 31 MB | NPU
314
- | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.125 ms | 0 - 191 MB | NPU
315
- | video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.713 ms | 0 - 192 MB | NPU
316
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.335 ms | 0 - 302 MB | NPU
317
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.982 ms | 0 - 204 MB | NPU
318
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.229 ms | 0 - 233 MB | NPU
319
- | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 9.933 ms | 0 - 231 MB | NPU
320
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 33.579 ms | 12 - 59 MB | NPU
321
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.447 ms | 0 - 15 MB | NPU
322
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.49 ms | 0 - 22 MB | NPU
323
- | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 9.933 ms | 0 - 231 MB | NPU
324
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.7 ms | 0 - 15 MB | NPU
325
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 33.926 ms | 12 - 191 MB | NPU
326
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 15.027 ms | 12 - 202 MB | NPU
327
- | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.982 ms | 0 - 204 MB | NPU
328
- | video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 10.888 ms | 0 - 205 MB | NPU
329
- | video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.027 ms | 12 - 202 MB | NPU
 
 
 
 
330
 
331
  ## License
332
  * The license for the original implementation of EdgeTAM can be found
 
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/v0.64.0/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.
21
 
 
28
 
29
  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
31
+ | ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-onnx-float.zip)
32
+ | ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-qnn_dlc-w8a8.zip)
35
+ | TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-tflite-float.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/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/v0.64.0/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/v0.64.0/src/qai_hub_models/models/edgetam) for usage instructions.
51
 
52
  ## Model Details
53
 
 
66
  ## Performance Summary
67
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
68
  |---|---|---|---|---|---|---
69
+ | encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 7.985 ms | 42 - 358 MB | NPU
70
+ | encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.393 ms | 46 - 290 MB | NPU
71
+ | encoder | ONNX | float | Snapdragon® X2 Elite | 8.647 ms | 70 - 70 MB | NPU
72
+ | encoder | ONNX | float | Snapdragon® X Elite | 19.464 ms | 70 - 70 MB | NPU
73
+ | encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 13.507 ms | 0 - 353 MB | NPU
74
+ | encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 83.076 ms | 1 - 389 MB | NPU
75
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 22.798 ms | 12 - 28 MB | NPU
76
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 19.145 ms | 38 - 55 MB | NPU
77
+ | encoder | ONNX | float | Qualcomm® QCS8450 | 83.076 ms | 1 - 389 MB | NPU
78
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 23.178 ms | 12 - 27 MB | NPU
79
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 19.464 ms | 70 - 70 MB | NPU
80
+ | encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 9.393 ms | 46 - 290 MB | NPU
81
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.147 ms | 2 - 274 MB | NPU
82
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.662 ms | 14 - 270 MB | NPU
83
+ | encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 4.803 ms | 18 - 18 MB | NPU
84
+ | encoder | ONNX | w8a8 | Snapdragon® X Elite | 8.01 ms | 18 - 18 MB | NPU
85
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.13 ms | 17 - 313 MB | NPU
86
+ | encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1960.937 ms | 4 - 321 MB | NPU
87
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 7.406 ms | 16 - 20 MB | NPU
88
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.717 ms | 14 - 20 MB | NPU
89
+ | encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 1960.937 ms | 4 - 321 MB | NPU
90
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 8.341 ms | 16 - 19 MB | NPU
91
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 8.01 ms | 18 - 18 MB | NPU
92
+ | encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.662 ms | 14 - 270 MB | NPU
93
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.083 ms | 11 - 285 MB | NPU
94
+ | encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.914 ms | 0 - 254 MB | NPU
95
+ | encoder | QNN_DLC | float | Snapdragon® X2 Elite | 9.797 ms | 12 - 12 MB | NPU
96
+ | encoder | QNN_DLC | float | Snapdragon® X Elite | 22.704 ms | 12 - 12 MB | NPU
97
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 15.628 ms | 7 - 331 MB | NPU
98
+ | encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 90.609 ms | 2 - 386 MB | NPU
99
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 26.346 ms | 12 - 47 MB | NPU
100
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 21.995 ms | 12 - 14 MB | NPU
101
+ | encoder | QNN_DLC | float | Qualcomm® SA8775P | 26.445 ms | 0 - 243 MB | NPU
102
+ | encoder | QNN_DLC | float | Qualcomm® SA8650P | 26.445 ms | 0 - 243 MB | NPU
103
+ | encoder | QNN_DLC | float | Qualcomm® SA8255P | 26.445 ms | 0 - 243 MB | NPU
104
+ | encoder | QNN_DLC | float | Qualcomm® QCS8450 | 90.609 ms | 2 - 386 MB | NPU
105
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 27.573 ms | 12 - 46 MB | NPU
106
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 22.704 ms | 12 - 12 MB | NPU
107
+ | encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.914 ms | 0 - 254 MB | NPU
108
+ | encoder | QNN_DLC | float | Qualcomm® SA8295P | 56.151 ms | 0 - 309 MB | NPU
109
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.763 ms | 3 - 256 MB | NPU
110
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.506 ms | 3 - 241 MB | NPU
111
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 4.264 ms | 3 - 3 MB | NPU
112
+ | encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 11.258 ms | 3 - 3 MB | NPU
113
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 7.055 ms | 3 - 288 MB | NPU
114
+ | encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1970.047 ms | 3 - 312 MB | NPU
115
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2794.982 ms | 3 - 13 MB | NPU
116
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 9.935 ms | 2 - 13 MB | NPU
117
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 10.522 ms | 3 - 5 MB | NPU
118
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 11.313 ms | 3 - 247 MB | NPU
119
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 11.313 ms | 3 - 247 MB | NPU
120
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 11.313 ms | 3 - 247 MB | NPU
121
+ | encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1970.047 ms | 3 - 312 MB | NPU
122
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 11.02 ms | 1 - 11 MB | NPU
123
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 11.258 ms | 3 - 3 MB | NPU
124
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 102.377 ms | 5 - 228 MB | NPU
125
+ | encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.506 ms | 3 - 241 MB | NPU
126
+ | encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2154.834 ms | 3 - 270 MB | NPU
127
+ | encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.11 ms | 20 - 296 MB | NPU
128
+ | encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.879 ms | 18 - 281 MB | NPU
129
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 16.033 ms | 19 - 348 MB | NPU
130
+ | encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 90.679 ms | 20 - 408 MB | NPU
131
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 26.343 ms | 0 - 47 MB | NPU
132
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 22.096 ms | 20 - 35 MB | NPU
133
+ | encoder | TFLITE | float | Qualcomm® SA8775P | 26.51 ms | 20 - 271 MB | NPU
134
+ | encoder | TFLITE | float | Qualcomm® SA8650P | 26.51 ms | 20 - 271 MB | NPU
135
+ | encoder | TFLITE | float | Qualcomm® SA8255P | 26.51 ms | 20 - 271 MB | NPU
136
+ | encoder | TFLITE | float | Qualcomm® QCS8450 | 90.679 ms | 20 - 408 MB | NPU
137
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 27.685 ms | 0 - 46 MB | NPU
138
+ | encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 10.879 ms | 18 - 281 MB | NPU
139
+ | encoder | TFLITE | float | Qualcomm® SA8295P | 56.247 ms | 20 - 337 MB | NPU
140
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.621 ms | 0 - 249 MB | NPU
141
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.023 ms | 4 - 236 MB | NPU
142
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 4.5 ms | 5 - 289 MB | NPU
143
+ | encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 2049.393 ms | 0 - 308 MB | NPU
144
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 2812.7 ms | 0 - 24 MB | NPU
145
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 6.629 ms | 5 - 23 MB | NPU
146
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 6.756 ms | 5 - 8 MB | NPU
147
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 7.579 ms | 5 - 247 MB | NPU
148
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 7.579 ms | 5 - 247 MB | NPU
149
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 7.579 ms | 5 - 247 MB | NPU
150
+ | encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 2049.393 ms | 0 - 308 MB | NPU
151
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 7.29 ms | 4 - 21 MB | NPU
152
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 68.889 ms | 4 - 224 MB | NPU
153
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 8.207 ms | 4 - 245 MB | NPU
154
+ | encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.023 ms | 4 - 236 MB | NPU
155
+ | encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 2177.775 ms | 0 - 266 MB | NPU
156
+ | encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 8.207 ms | 4 - 245 MB | NPU
157
+ | memory_encoder | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.191 ms | 2 - 255 MB | NPU
158
+ | memory_encoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.669 ms | 0 - 246 MB | NPU
159
+ | memory_encoder | ONNX | float | Snapdragon® X2 Elite | 11.812 ms | 9 - 9 MB | NPU
160
+ | memory_encoder | ONNX | float | Snapdragon® X Elite | 23.662 ms | 8 - 8 MB | NPU
161
+ | memory_encoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 17.449 ms | 8 - 304 MB | NPU
162
+ | memory_encoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 27.225 ms | 8 - 298 MB | NPU
163
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 24.083 ms | 8 - 12 MB | NPU
164
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.661 ms | 8 - 10 MB | NPU
165
+ | memory_encoder | ONNX | float | Qualcomm® QCS8450 | 27.225 ms | 8 - 298 MB | NPU
166
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 26.933 ms | 8 - 11 MB | NPU
167
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.662 ms | 8 - 8 MB | NPU
168
+ | memory_encoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 10.669 ms | 0 - 246 MB | NPU
169
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.55 ms | 0 - 270 MB | NPU
170
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.787 ms | 0 - 263 MB | NPU
171
+ | memory_encoder | ONNX | w8a8 | Snapdragon® X2 Elite | 2.806 ms | 2 - 2 MB | NPU
172
+ | memory_encoder | ONNX | w8a8 | Snapdragon® X Elite | 5.947 ms | 1 - 1 MB | NPU
173
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.791 ms | 2 - 178 MB | NPU
174
+ | memory_encoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 6.794 ms | 2 - 293 MB | NPU
175
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.371 ms | 2 - 6 MB | NPU
176
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.578 ms | 1 - 93 MB | NPU
177
+ | memory_encoder | ONNX | w8a8 | Qualcomm® QCS8450 | 6.794 ms | 2 - 293 MB | NPU
178
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.056 ms | 2 - 5 MB | NPU
179
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 5.947 ms | 1 - 1 MB | NPU
180
+ | memory_encoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.787 ms | 0 - 263 MB | NPU
181
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 8.167 ms | 4 - 248 MB | NPU
182
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.575 ms | 4 - 269 MB | NPU
183
+ | memory_encoder | QNN_DLC | float | Snapdragon® X2 Elite | 9.092 ms | 8 - 8 MB | NPU
184
+ | memory_encoder | QNN_DLC | float | Snapdragon® X Elite | 23.808 ms | 8 - 8 MB | NPU
185
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 17.12 ms | 0 - 303 MB | NPU
186
+ | memory_encoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 24.44 ms | 4 - 281 MB | NPU
187
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 23.998 ms | 8 - 19 MB | NPU
188
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.899 ms | 8 - 10 MB | NPU
189
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8775P | 19.938 ms | 0 - 249 MB | NPU
190
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8650P | 19.938 ms | 0 - 249 MB | NPU
191
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8255P | 19.938 ms | 0 - 249 MB | NPU
192
+ | memory_encoder | QNN_DLC | float | Qualcomm® QCS8450 | 24.44 ms | 4 - 281 MB | NPU
193
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 20.255 ms | 8 - 18 MB | NPU
194
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 23.808 ms | 8 - 8 MB | NPU
195
+ | memory_encoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 10.575 ms | 4 - 269 MB | NPU
196
+ | memory_encoder | QNN_DLC | float | Qualcomm® SA8295P | 25.0 ms | 0 - 240 MB | NPU
197
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.797 ms | 1 - 145 MB | NPU
198
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 2.99 ms | 1 - 137 MB | NPU
199
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 3.366 ms | 2 - 2 MB | NPU
200
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 6.396 ms | 2 - 2 MB | NPU
201
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 3.928 ms | 0 - 164 MB | NPU
202
+ | memory_encoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 7.263 ms | 0 - 172 MB | NPU
203
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 24.829 ms | 3 - 7 MB | NPU
204
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 5.451 ms | 1 - 6 MB | NPU
205
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.85 ms | 2 - 4 MB | NPU
206
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 6.496 ms | 2 - 140 MB | NPU
207
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 6.496 ms | 2 - 140 MB | NPU
208
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 6.496 ms | 2 - 140 MB | NPU
209
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 7.263 ms | 0 - 172 MB | NPU
210
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 6.271 ms | 1 - 5 MB | NPU
211
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 6.396 ms | 2 - 2 MB | NPU
212
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 28.848 ms | 2 - 299 MB | NPU
213
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 2.99 ms | 1 - 137 MB | NPU
214
+ | memory_encoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 7.644 ms | 2 - 143 MB | NPU
215
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 11.326 ms | 0 - 270 MB | NPU
216
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.854 ms | 0 - 263 MB | NPU
217
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 17.459 ms | 0 - 300 MB | NPU
218
+ | memory_encoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 25.898 ms | 0 - 275 MB | NPU
219
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 24.168 ms | 0 - 17 MB | NPU
220
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 23.758 ms | 0 - 3 MB | NPU
221
+ | memory_encoder | TFLITE | float | Qualcomm® SA8775P | 22.046 ms | 0 - 257 MB | NPU
222
+ | memory_encoder | TFLITE | float | Qualcomm® SA8650P | 22.046 ms | 0 - 257 MB | NPU
223
+ | memory_encoder | TFLITE | float | Qualcomm® SA8255P | 22.046 ms | 0 - 257 MB | NPU
224
+ | memory_encoder | TFLITE | float | Qualcomm® QCS8450 | 25.898 ms | 0 - 275 MB | NPU
225
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 22.627 ms | 0 - 17 MB | NPU
226
+ | memory_encoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 10.854 ms | 0 - 263 MB | NPU
227
+ | memory_encoder | TFLITE | float | Qualcomm® SA8295P | 26.179 ms | 0 - 239 MB | NPU
 
228
  | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.825 ms | 1 - 254 MB | NPU
229
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 4.409 ms | 1 - 245 MB | NPU
230
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 5.86 ms | 1 - 276 MB | NPU
231
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.418 ms | 1 - 273 MB | NPU
232
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 105.725 ms | 10 - 52 MB | NPU
233
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.38 ms | 1 - 11 MB | NPU
234
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.222 ms | 1 - 6 MB | NPU
235
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.528 ms | 1 - 243 MB | NPU
236
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.528 ms | 1 - 243 MB | NPU
237
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.528 ms | 1 - 243 MB | NPU
238
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.418 ms | 1 - 273 MB | NPU
239
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.048 ms | 0 - 9 MB | NPU
240
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 69.791 ms | 10 - 217 MB | NPU
241
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 32.375 ms | 10 - 222 MB | NPU
242
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 4.409 ms | 1 - 245 MB | NPU
243
+ | memory_encoder | TFLITE | w8a8 | Qualcomm® SA8295P | 11.314 ms | 1 - 247 MB | NPU
244
+ | memory_encoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 32.375 ms | 10 - 222 MB | NPU
245
+ | video_decoder | ONNX | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 3.399 ms | 3 - 239 MB | NPU
246
+ | video_decoder | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.086 ms | 1 - 222 MB | NPU
247
+ | video_decoder | ONNX | float | Snapdragon® X2 Elite | 3.612 ms | 16 - 16 MB | NPU
248
+ | video_decoder | ONNX | float | Snapdragon® X Elite | 7.311 ms | 16 - 16 MB | NPU
249
+ | video_decoder | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.163 ms | 17 - 272 MB | NPU
250
+ | video_decoder | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 9.949 ms | 17 - 289 MB | NPU
251
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-8275 | 7.841 ms | 16 - 20 MB | NPU
252
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 7.103 ms | 16 - 151 MB | NPU
253
+ | video_decoder | ONNX | float | Qualcomm® QCS8450 | 9.949 ms | 17 - 289 MB | NPU
254
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-9075 | 8.223 ms | 16 - 19 MB | NPU
255
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ IQ-X7181 | 7.311 ms | 16 - 16 MB | NPU
256
+ | video_decoder | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 4.086 ms | 1 - 222 MB | NPU
257
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.667 ms | 0 - 141 MB | NPU
258
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.971 ms | 0 - 123 MB | NPU
259
+ | video_decoder | ONNX | w8a8 | Snapdragon® X2 Elite | 1.759 ms | 4 - 4 MB | NPU
260
+ | video_decoder | ONNX | w8a8 | Snapdragon® X Elite | 3.737 ms | 4 - 4 MB | NPU
261
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 2.415 ms | 4 - 160 MB | NPU
262
+ | video_decoder | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 4.217 ms | 4 - 150 MB | NPU
263
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 3.7 ms | 4 - 8 MB | NPU
264
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 3.572 ms | 2 - 8 MB | NPU
265
+ | video_decoder | ONNX | w8a8 | Qualcomm® QCS8450 | 4.217 ms | 4 - 150 MB | NPU
266
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 4.153 ms | 4 - 7 MB | NPU
267
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.737 ms | 4 - 4 MB | NPU
268
+ | video_decoder | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.971 ms | 0 - 123 MB | NPU
269
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.648 ms | 4 - 196 MB | NPU
270
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.079 ms | 4 - 193 MB | NPU
271
+ | video_decoder | QNN_DLC | float | Snapdragon® X2 Elite | 3.24 ms | 16 - 16 MB | NPU
272
+ | video_decoder | QNN_DLC | float | Snapdragon® X Elite | 6.199 ms | 16 - 16 MB | NPU
273
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 4.22 ms | 2 - 215 MB | NPU
274
+ | video_decoder | QNN_DLC | float | Snapdragon® 8 Gen 1 Mobile | 8.06 ms | 4 - 216 MB | NPU
275
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-8275 | 6.697 ms | 16 - 35 MB | NPU
276
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.845 ms | 16 - 103 MB | NPU
277
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8775P | 7.094 ms | 16 - 200 MB | NPU
278
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8650P | 7.094 ms | 16 - 200 MB | NPU
279
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8255P | 7.094 ms | 16 - 200 MB | NPU
280
+ | video_decoder | QNN_DLC | float | Qualcomm® QCS8450 | 8.06 ms | 4 - 216 MB | NPU
281
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-9075 | 6.874 ms | 16 - 34 MB | NPU
282
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ IQ-X7181 | 6.199 ms | 16 - 16 MB | NPU
283
+ | video_decoder | QNN_DLC | float | Qualcomm® Dragonwing™ Q-8750 | 3.079 ms | 4 - 193 MB | NPU
284
+ | video_decoder | QNN_DLC | float | Qualcomm® SA8295P | 8.62 ms | 0 - 188 MB | NPU
285
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 1.169 ms | 1 - 115 MB | NPU
286
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 1.362 ms | 1 - 90 MB | NPU
287
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 1.578 ms | 4 - 4 MB | NPU
288
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® X Elite | 3.007 ms | 4 - 4 MB | NPU
289
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1.779 ms | 0 - 111 MB | NPU
290
+ | video_decoder | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 3.151 ms | 0 - 113 MB | NPU
291
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 7.692 ms | 3 - 9 MB | NPU
292
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 2.811 ms | 1 - 8 MB | NPU
293
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 2.683 ms | 4 - 46 MB | NPU
294
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8775P | 3.334 ms | 4 - 95 MB | NPU
295
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8650P | 3.334 ms | 4 - 95 MB | NPU
296
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8255P | 3.334 ms | 4 - 95 MB | NPU
297
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 3.151 ms | 0 - 113 MB | NPU
298
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 3.167 ms | 4 - 10 MB | NPU
299
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 3.007 ms | 4 - 4 MB | NPU
300
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 12.295 ms | 4 - 205 MB | NPU
301
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 1.362 ms | 1 - 90 MB | NPU
302
+ | video_decoder | QNN_DLC | w8a8 | Qualcomm® SA8295P | 3.661 ms | 4 - 92 MB | NPU
303
+ | video_decoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.671 ms | 0 - 190 MB | NPU
304
+ | video_decoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 3.105 ms | 0 - 182 MB | NPU
305
+ | video_decoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 4.126 ms | 0 - 219 MB | NPU
306
+ | video_decoder | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 8.085 ms | 0 - 216 MB | NPU
307
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-8275 | 6.572 ms | 0 - 32 MB | NPU
308
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 5.88 ms | 0 - 8 MB | NPU
309
+ | video_decoder | TFLITE | float | Qualcomm® SA8775P | 7.125 ms | 0 - 186 MB | NPU
310
+ | video_decoder | TFLITE | float | Qualcomm® SA8650P | 7.125 ms | 0 - 186 MB | NPU
311
+ | video_decoder | TFLITE | float | Qualcomm® SA8255P | 7.125 ms | 0 - 186 MB | NPU
312
+ | video_decoder | TFLITE | float | Qualcomm® QCS8450 | 8.085 ms | 0 - 216 MB | NPU
313
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ IQ-9075 | 6.866 ms | 0 - 31 MB | NPU
314
+ | video_decoder | TFLITE | float | Qualcomm® Dragonwing™ Q-8750 | 3.105 ms | 0 - 182 MB | NPU
315
+ | video_decoder | TFLITE | float | Qualcomm® SA8295P | 8.735 ms | 0 - 192 MB | NPU
316
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 2.33 ms | 0 - 299 MB | NPU
317
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 3.988 ms | 0 - 205 MB | NPU
318
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 6.274 ms | 0 - 232 MB | NPU
319
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 8 Gen 1 Mobile | 10.124 ms | 0 - 229 MB | NPU
320
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 34.645 ms | 12 - 59 MB | NPU
321
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 8.455 ms | 0 - 15 MB | NPU
322
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 8.378 ms | 0 - 32 MB | NPU
323
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8775P | 9.988 ms | 0 - 203 MB | NPU
324
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8650P | 9.988 ms | 0 - 203 MB | NPU
325
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8255P | 9.988 ms | 0 - 203 MB | NPU
326
+ | video_decoder | TFLITE | w8a8 | Qualcomm® QCS8450 | 10.124 ms | 0 - 229 MB | NPU
327
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 9.722 ms | 0 - 15 MB | NPU
328
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 34.518 ms | 12 - 191 MB | NPU
329
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 15.031 ms | 12 - 205 MB | NPU
330
+ | video_decoder | TFLITE | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 3.988 ms | 0 - 205 MB | NPU
331
+ | video_decoder | TFLITE | w8a8 | Qualcomm® SA8295P | 10.918 ms | 0 - 206 MB | NPU
332
+ | video_decoder | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 15.031 ms | 12 - 205 MB | NPU
333
 
334
  ## License
335
  * The license for the original implementation of EdgeTAM can be found
release_assets.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "version": "0.63.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
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/v0.63.0/edgetam-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
22
  },
23
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-tflite-float.zip"
24
  }
25
  }
26
  },
@@ -29,21 +29,21 @@
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
- "onnx_runtime": "1.27.1"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.50.0.260828221209"
39
  },
40
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.50.0.260828221209"
45
  },
46
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.63.0/edgetam-tflite-w8a8.zip"
47
  }
48
  }
49
  }
 
1
  {
2
+ "version": "0.64.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "onnx": {
7
  "tool_versions": {
8
  "qairt": "2.50.0.260828221209",
9
+ "onnx_runtime": "1.30.0"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-onnx-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.50.0.260828221209"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-qnn_dlc-float.zip"
18
  },
19
  "tflite": {
20
  "tool_versions": {
21
  "qairt": "2.50.0.260828221209"
22
  },
23
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-tflite-float.zip"
24
  }
25
  }
26
  },
 
29
  "onnx": {
30
  "tool_versions": {
31
  "qairt": "2.50.0.260828221209",
32
+ "onnx_runtime": "1.30.0"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-onnx-w8a8.zip"
35
  },
36
  "qnn_dlc": {
37
  "tool_versions": {
38
  "qairt": "2.50.0.260828221209"
39
  },
40
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-qnn_dlc-w8a8.zip"
41
  },
42
  "tflite": {
43
  "tool_versions": {
44
  "qairt": "2.50.0.260828221209"
45
  },
46
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/edgetam/releases/v0.64.0/edgetam-tflite-w8a8.zip"
47
  }
48
  }
49
  }