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updated paths for Torch #336

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s-sajid-ali merged 1 commit into from
Apr 1, 2026
Merged

updated paths for Torch #336

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8 changes: 4 additions & 4 deletions docs/hpc/08_ml_ai_hpc/04_tensorflow.md
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Original file line number Diff line number Diff line change
Expand Up @@ -18,11 +18,11 @@ Here were train the ResNet-50 model on the Cassava dataset (see [video](https://
[NetID@log-1 ~]$ cd /scratch/<NetID>/tensorflow-example

# copy over an overlay file with sufficient resources and unzip it
[NetID@cm001 tensorflow-example]$ cp -rp /scratch/work/public/overlay-fs-ext3/overlay-15GB-500K.ext3.gz .
[NetID@cm001 tensorflow-example]$ cp -rp /share/apps/overlay-fs-ext3/overlay-15GB-500K.ext3.gz .
[NetID@cm001 tensorflow-example]$ gunzip overlay-15GB-500K.ext3.gz

# start the singularity environment
[NetID@cm001 tensorflow-example]$ singularity exec --overlay overlay-15GB-500K.ext3:rw /scratch/work/public/singularity/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif /bin/bash
[NetID@cm001 tensorflow-example]$ singularity exec --overlay overlay-15GB-500K.ext3:rw /share/apps/images/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif /bin/bash

# install miniforge in singularity environment
Singularity> wget --no-check-certificate https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Linux-x86_64.sh
Expand Down Expand Up @@ -88,7 +88,7 @@ Run the command below to download the data (4 GB in size):
# switch to a data transfer node
[NetID@log-1 tensorflow_example]$ ssh gdtn
[NetID@dtn-1 ~]$ cd /scratch/NetID/tensorflow_example
[NetID@dtn-1 tensorflow_example]$ singularity exec --nv --overlay /scratch/NetID/pytorch-example/my_pytorch.ext3:ro /scratch/work/public/singularity/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif /bin/bash -c "source /ext3/env.sh; python download_data_and_weights.py"
[NetID@dtn-1 tensorflow_example]$ singularity exec --nv --overlay /scratch/NetID/pytorch-example/my_pytorch.ext3:ro /share/apps/images/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif /bin/bash -c "source /ext3/env.sh; python download_data_and_weights.py"
```

### Step 3: Inspect the Script
Expand Down Expand Up @@ -181,7 +181,7 @@ module purge

srun singularity exec --nv \
--overlay /scratch/NetID/pytorch_examples_new/tensorflow-example/tensorflow.ext3:ro \
/scratch/work/public/singularity/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif\
/share/apps/images/cuda12.1.1-cudnn8.9.0-devel-ubuntu22.04.2.sif\
/bin/bash -c "source /ext3/env.sh; python mnist_classify.py --batch-size-per-replica=32 --epochs=15"
```
:::note
Expand Down
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