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Fix Habitat installation Issues #20

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Merged
merged 2 commits into from
Jan 31, 2023
Merged

Fix Habitat installation Issues #20

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e2e0a86
Update url for Habitat releases
michaelshin Jan 31, 2023
0111fe9
Add installation instructions for conda cupti
michaelshin Jan 31, 2023
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22 changes: 11 additions & 11 deletions .github/workflows/whl-build-all.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@ jobs:

- name: Upload to S3
run: |
aws s3 cp index.html s3://centml-habitat/habitat/
aws s3 cp index.html s3://centml-releases/habitat/

whl-build-cu102:
runs-on: [self-hosted, cu102]
Expand Down Expand Up @@ -62,7 +62,7 @@ jobs:

- name: Upload wheels to S3
run: |
aws s3 cp analyzer/dist/ s3://centml-habitat/habitat/wheels-cu102/ --recursive --exclude "*" --include "*.whl"
aws s3 cp analyzer/dist/ s3://centml-releases/habitat/wheels-cu102/ --recursive --exclude "*" --include "*.whl"

- name: Create index.html
run: |
Expand All @@ -72,7 +72,7 @@ jobs:

- name: Upload index.html to S3
run: |
aws s3 cp index.html s3://centml-habitat/habitat/wheels-cu102/
aws s3 cp index.html s3://centml-releases/habitat/wheels-cu102/

whl-build-cu111:
runs-on: [self-hosted, cu111]
Expand Down Expand Up @@ -113,7 +113,7 @@ jobs:

- name: Upload wheels to S3
run: |
aws s3 cp analyzer/dist/ s3://centml-habitat/habitat/wheels-cu111/ --recursive --exclude "*" --include "*.whl"
aws s3 cp analyzer/dist/ s3://centml-releases/habitat/wheels-cu111/ --recursive --exclude "*" --include "*.whl"

- name: Create index.html
run: |
Expand All @@ -123,7 +123,7 @@ jobs:

- name: Upload index.html to S3
run: |
aws s3 cp index.html s3://centml-habitat/habitat/wheels-cu111/
aws s3 cp index.html s3://centml-releases/habitat/wheels-cu111/

whl-build-cu113:
runs-on: [self-hosted, cu113]
Expand Down Expand Up @@ -164,7 +164,7 @@ jobs:

- name: Upload wheels to S3
run: |
aws s3 cp analyzer/dist/ s3://centml-habitat/habitat/wheels-cu113/ --recursive --exclude "*" --include "*.whl"
aws s3 cp analyzer/dist/ s3://centml-releases/habitat/wheels-cu113/ --recursive --exclude "*" --include "*.whl"

- name: Create index.html
run: |
Expand All @@ -174,7 +174,7 @@ jobs:

- name: Upload index.html to S3
run: |
aws s3 cp index.html s3://centml-habitat/habitat/wheels-cu113/
aws s3 cp index.html s3://centml-releases/habitat/wheels-cu113/

whl-build-cu116:
runs-on: [self-hosted, cu116]
Expand Down Expand Up @@ -221,7 +221,7 @@ jobs:

- name: Upload wheels to S3
run: |
aws s3 cp analyzer/dist/ s3://centml-habitat/habitat/wheels-cu116/ --recursive --exclude "*" --include "*.whl"
aws s3 cp analyzer/dist/ s3://centml-releases/habitat/wheels-cu116/ --recursive --exclude "*" --include "*.whl"

- name: Create index.html
run: |
Expand All @@ -231,7 +231,7 @@ jobs:

- name: Upload index.html to S3
run: |
aws s3 cp index.html s3://centml-habitat/habitat/wheels-cu116/
aws s3 cp index.html s3://centml-releases/habitat/wheels-cu116/

whl-build-cu117:
runs-on: [self-hosted, cu117]
Expand Down Expand Up @@ -272,7 +272,7 @@ jobs:

- name: Upload wheels to S3
run: |
aws s3 cp analyzer/dist/ s3://centml-habitat/habitat/wheels-cu117/ --recursive --exclude "*" --include "*.whl"
aws s3 cp analyzer/dist/ s3://centml-releases/habitat/wheels-cu117/ --recursive --exclude "*" --include "*.whl"

- name: Create index.html
run: |
Expand All @@ -282,4 +282,4 @@ jobs:

- name: Upload index.html to S3
run: |
aws s3 cp index.html s3://centml-habitat/habitat/wheels-cu117/
aws s3 cp index.html s3://centml-releases/habitat/wheels-cu117/
22 changes: 13 additions & 9 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -41,13 +41,17 @@ Currently, we have predictors for the following Nvidia GPUs:

### 1. Install CUPTI

- CUPTI is a profiling interface required by Habitat. Select your version of CUDA [here](https://developer.nvidia.com/cuda-toolkit-archive) and following the instructions to add NVIDIA's repository. Then, install CUPTI with:

```bash
sudo apt-get install cuda-cupti-xx-x
```

where `xx-x` represents the version of CUDA you have installed.
CUPTI is a profiling interface required by Habitat. Select your version of CUDA [here](https://developer.nvidia.com/cuda-toolkit-archive) and follow the instructions to add NVIDIA's repository. Then, install CUPTI with:
```bash
sudo apt-get install cuda-cupti-xx-x
```
where `xx-x` represents the version of CUDA you have installed.

Alternatively, if you do not have root access on your machine, you can use `conda` to install CUPTI. Select your version of CUDA [here](https://anaconda.org/nvidia/cuda-cupti) and follow the instructions. For example if you have CUDA 11.6.0, you can install CUPTI with:
```bash
conda install -c "nvidia/label/cuda-11.6.0" cuda-cupti
```
After installing CUPTI, add `$CONDA_HOME/extras/CUPTI/lib64/` to `LD_LIBRARY_PATH` to ensure the library is linked.

### 2. Install Habitat

Expand All @@ -61,15 +65,15 @@ You can install via pip if you have the following versions of CUDA and Python
Install via pip with the following command

```bash
pip install https://centml.ai/habitat/wheels/habitat_predict-1.0.0-20221123+cuYYY-pyZZ-none-any.whl
pip install http://centml-releases.s3-website.us-east-2.amazonaws.com/habitat/wheels/habitat_predict-1.0.0-20221123+cuYYY-pyZZ-none-any.whl
```

where YYY is your CUDA version and ZZ is your Python version.

For example, if you are using CUDA 10.2 and Python 3.7):

```bash
pip install https://centml.ai/habitat/wheels/habitat_predict-1.0.0-20221123+cu102-py37-none-any.whl
pip install http://centml-releases.s3-website.us-east-2.amazonaws.com/habitat/wheels/habitat_predict-1.0.0-20221123+cu102-py37-none-any.whl
```

If you do not find matching version of CUDA and Python above, you need to build Habitat from source with the following instructions
Expand Down