Simplify the input argument of _construct_global_block_info_list (#70)
#123
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| name: examples | |
| on: [push, pull_request] | |
| jobs: | |
| examples: | |
| name: "Python 3.10" | |
| runs-on: 4-core-ubuntu-gpu-t4 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up and update uv. | |
| run: | | |
| curl -LsSf https://astral.sh/uv/install.sh | sh | |
| source $HOME/.local/bin/env | |
| uv self update | |
| - name: Install Python. | |
| run: uv python install 3.10 | |
| - name: Create venv and install the package. | |
| run: | | |
| uv venv && source .venv/bin/activate | |
| uv pip install ".[examples]" | |
| - name: Run default example on CPU. | |
| run: | | |
| source .venv/bin/activate | |
| CUDA_VISIBLE_DEVICES="" python -m distributed_shampoo.examples.default_cifar10_example --optimizer-type DISTRIBUTED_SHAMPOO --precondition-frequency 30 --grafting-type ADAM --use-bias-correction --use-decoupled-weight-decay --use-merge-dims --epochs 1 --batch-size 1024 | |
| - name: Run default example on GPU. | |
| run: | | |
| source .venv/bin/activate | |
| python -m distributed_shampoo.examples.default_cifar10_example --optimizer-type DISTRIBUTED_SHAMPOO --precondition-frequency 30 --grafting-type ADAM --use-bias-correction --use-decoupled-weight-decay --use-merge-dims --epochs 1 --batch-size 1024 | |
| - name: Run DDP example on CPU. | |
| run: | | |
| source .venv/bin/activate | |
| CUDA_VISIBLE_DEVICES="" torchrun --standalone --nnodes=1 --nproc_per_node=2 -m distributed_shampoo.examples.ddp_cifar10_example --optimizer-type DISTRIBUTED_SHAMPOO --precondition-frequency 15 --grafting-type ADAM --use-bias-correction --use-decoupled-weight-decay --use-merge-dims --epochs 1 --local-batch-size 1024 --backend gloo | |
| - name: Run DDP example on GPU. | |
| run: | | |
| source .venv/bin/activate | |
| torchrun --standalone --nnodes=1 --nproc_per_node=1 -m distributed_shampoo.examples.ddp_cifar10_example --optimizer-type DISTRIBUTED_SHAMPOO --precondition-frequency 30 --grafting-type ADAM --use-bias-correction --use-decoupled-weight-decay --use-merge-dims --epochs 1 --local-batch-size 1024 |