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Fix torch-tensorrt install, libstdc++ troubleshooting #487

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merged 4 commits into from
Feb 6, 2025
Merged

Fix torch-tensorrt install, libstdc++ troubleshooting #487

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74a521b
Update torch requirements
rishic3 Feb 4, 2025
6c4ca5c
Remove ipykernel
rishic3 Feb 4, 2025
4e308ff
license header
rishic3 Feb 4, 2025
422568a
Prefer conda-forge channel
rishic3 Feb 6, 2025
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8 changes: 6 additions & 2 deletions examples/ML+DL-Examples/Spark-DL/dl_inference/README.md
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Expand Up @@ -63,13 +63,13 @@ Each notebook has a suffix `_torch` or `_tf` specifying the environment used.

**For PyTorch:**
```
conda create -n spark-dl-torch python=3.11
conda create -n spark-dl-torch -c conda-forge python=3.11
conda activate spark-dl-torch
pip install -r torch_requirements.txt
```
**For TensorFlow:**
```
conda create -n spark-dl-tf python=3.11
conda create -n spark-dl-tf -c conda-forge python=3.11
conda activate spark-dl-tf
pip install -r tf_requirements.txt
```
Expand Down Expand Up @@ -105,6 +105,10 @@ If you encounter issues starting the Triton server, you may need to link your li
```shell
ln -sf /usr/lib/x86_64-linux-gnu/libstdc++.so.6 ${CONDA_PREFIX}/lib/libstdc++.so.6
```
If the issue persists with the message `libstdc++.so.6: version 'GLIBCXX_3.4.30' not found`, you may need to update libstdc++ in your conda environment:
```shell
conda install -c conda-forge libstdcxx-ng
```

## Running on Cloud Environments

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2 changes: 1 addition & 1 deletion examples/ML+DL-Examples/Spark-DL/dl_inference/databricks/setup/init_spark_dl.sh
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Expand Up @@ -12,7 +12,7 @@ datasets==3.*
transformers
urllib3<2
nvidia-pytriton
torch
torch<=2.5.1
torchvision --extra-index-url https://download.pytorch.org/whl/cu121
torch-tensorrt
tensorrt --extra-index-url https://download.pytorch.org/whl/cu121
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2 changes: 1 addition & 1 deletion examples/ML+DL-Examples/Spark-DL/dl_inference/dataproc/setup/start_cluster.sh
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Expand Up @@ -49,7 +49,7 @@ urllib3<2
nvidia-pytriton"

TORCH_REQUIREMENTS="${COMMON_REQUIREMENTS}
torch
torch<=2.5.1
torchvision --extra-index-url https://download.pytorch.org/whl/cu121
torch-tensorrt
tensorrt --extra-index-url https://download.pytorch.org/whl/cu121
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1 change: 0 additions & 1 deletion examples/ML+DL-Examples/Spark-DL/dl_inference/requirements.txt
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Expand Up @@ -26,6 +26,5 @@ huggingface
datasets
transformers
ipywidgets
ipykernel
urllib3<2
nvidia-pytriton
4 changes: 2 additions & 2 deletions examples/ML+DL-Examples/Spark-DL/dl_inference/torch_requirements.txt
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@@ -1,4 +1,4 @@
# Copyright (c) 2024, NVIDIA CORPORATION.
# Copyright (c) 2025, NVIDIA CORPORATION.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
Expand All @@ -13,7 +13,7 @@
# limitations under the License.

-r requirements.txt
torch
torch<=2.5.1
torchvision
torch-tensorrt
tensorrt --extra-index-url https://download.pytorch.org/whl/cu121
Expand Down