NVIDIA
diff --git a/‎examples/cnn_qat/README.md‎
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diff --git a/‎examples/onnx/README.md‎ ‎examples/onnx_ptq/README.md‎examples/onnx/README.md renamed to examples/onnx_ptq/README.md b/‎examples/onnx/README.md‎ ‎examples/onnx_ptq/README.md‎examples/onnx/README.md renamed to examples/onnx_ptq/README.md
diff --git a/‎examples/onnx/autotune/README.md‎ ‎examples/onnx_ptq/autotune/README.md‎examples/onnx/autotune/README.md renamed to examples/onnx_ptq/autotune/README.md b/‎examples/onnx/autotune/README.md‎ ‎examples/onnx_ptq/autotune/README.md‎examples/onnx/autotune/README.md renamed to examples/onnx_ptq/autotune/README.md
diff --git a/‎examples/onnx/download_example_onnx.py‎ ‎…amples/onnx_ptq/download_example_onnx.py‎examples/onnx/download_example_onnx.py renamed to examples/onnx_ptq/download_example_onnx.py b/‎examples/onnx/download_example_onnx.py‎ ‎…amples/onnx_ptq/download_example_onnx.py‎examples/onnx/download_example_onnx.py renamed to examples/onnx_ptq/download_example_onnx.py
diff --git a/‎examples/onnx/evaluate.py‎ ‎examples/onnx_ptq/evaluate.py‎examples/onnx/evaluate.py renamed to examples/onnx_ptq/evaluate.py b/‎examples/onnx/evaluate.py‎ ‎examples/onnx_ptq/evaluate.py‎examples/onnx/evaluate.py renamed to examples/onnx_ptq/evaluate.py
diff --git a/‎examples/onnx/evaluation.py‎ ‎examples/onnx_ptq/evaluation.py‎examples/onnx/evaluation.py renamed to examples/onnx_ptq/evaluation.py b/‎examples/onnx/evaluation.py‎ ‎examples/onnx_ptq/evaluation.py‎examples/onnx/evaluation.py renamed to examples/onnx_ptq/evaluation.py
diff --git a/‎examples/onnx/image_prep.py‎ ‎examples/onnx_ptq/image_prep.py‎examples/onnx/image_prep.py renamed to examples/onnx_ptq/image_prep.py b/‎examples/onnx/image_prep.py‎ ‎examples/onnx_ptq/image_prep.py‎examples/onnx/image_prep.py renamed to examples/onnx_ptq/image_prep.py
diff --git a/‎examples/onnx/requirements.txt‎ ‎examples/onnx_ptq/requirements.txt‎examples/onnx/requirements.txt renamed to examples/onnx_ptq/requirements.txt b/‎examples/onnx/requirements.txt‎ ‎examples/onnx_ptq/requirements.txt‎examples/onnx/requirements.txt renamed to examples/onnx_ptq/requirements.txt
@@ -143,4 +143,4 @@ Your actual results will vary based on the dataset, specific hyperparameters, an
 
 ## Deployment with TensorRT
 
-The final model after QAT, saved using `mto.save()`, contains both the model weights and the quantization metadata. This model can be deployed to TensorRT for inference after ONNX export. The process is generally similar to [deploying an ONNX PTQ](../onnx/README.md#evaluate-the-quantized-onnx-model) model from ModelOpt.
+The final model after QAT, saved using `mto.save()`, contains both the model weights and the quantization metadata. This model can be deployed to TensorRT for inference after ONNX export. The process is generally similar to [deploying an ONNX PTQ](../onnx_ptq/README.md#evaluate-the-quantized-onnx-model) model from ModelOpt.
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`@@ -143,4 +143,4 @@ Your actual results will vary based on the dataset, specific hyperparameters, an`
`143`	`143`
`144`	`144`	`## Deployment with TensorRT`
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`146`		-The final model after QAT, saved using `mto.save()`, contains both the model weights and the quantization metadata. This model can be deployed to TensorRT for inference after ONNX export. The process is generally similar to [deploying an ONNX PTQ](../onnx/README.md#evaluate-the-quantized-onnx-model) model from ModelOpt.
	`146`	+The final model after QAT, saved using `mto.save()`, contains both the model weights and the quantization metadata. This model can be deployed to TensorRT for inference after ONNX export. The process is generally similar to [deploying an ONNX PTQ](../onnx_ptq/README.md#evaluate-the-quantized-onnx-model) model from ModelOpt.