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Add quantization support to TensorFlow.js converter (#7008)

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Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: Angélique Hameau <93253329+AngeliqueHameau@users.noreply.github.com>
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Glenn Jocher 2023-12-15 12:04:50 +01:00 • committed by GitHub
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docs/en/modes/benchmark.md
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@ -23,7 +23,6 @@ Once your model is trained and validated, the next logical step is to evaluate i
<strong>Watch:</strong> Ultralytics Modes Tutorial: Benchmark
</p>
## Why Is Benchmarking Crucial?
- **Informed Decisions:** Gain insights into the trade-offs between speed and accuracy.
@ -99,7 +98,7 @@ Benchmarks will attempt to run automatically on all possible export formats belo
| [TF GraphDef](https://www.tensorflow.org/api_docs/python/tf/Graph) | `pb` | `yolov8n.pb` | ❌ | `imgsz` |
| [TF Lite](https://www.tensorflow.org/lite) | `tflite` | `yolov8n.tflite` | ✅ | `imgsz`, `half`, `int8` |
| [TF Edge TPU](https://coral.ai/docs/edgetpu/models-intro/) | `edgetpu` | `yolov8n_edgetpu.tflite` | ✅ | `imgsz` |
| [TF.js](https://www.tensorflow.org/js) | `tfjs` | `yolov8n_web_model/` | ✅ | `imgsz` |
| [TF.js](https://www.tensorflow.org/js) | `tfjs` | `yolov8n_web_model/` | ✅ | `imgsz`, `half`, `int8` |
| [PaddlePaddle](https://github.com/PaddlePaddle) | `paddle` | `yolov8n_paddle_model/` | ✅ | `imgsz` |
| [ncnn](https://github.com/Tencent/ncnn) | `ncnn` | `yolov8n_ncnn_model/` | ✅ | `imgsz`, `half` |