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added core_array code and activation function code #684

added core_array code and activation function code

added core_array code and activation function code #684

name: Basic Pytorch Installation, Data Prep, CPU Training, CPU Inference
on: [push, pull_request]
jobs:
Install-Dependencies_Data-Prep_CPU-Training_CPU-Inference:
runs-on: ubuntu-latest
steps:
- name: Check out repository code
uses: actions/checkout@v4
- run: echo "${{ github.repository }} repository has been cloned to the runner."
- run: echo "Currently on ${{ github.ref }} branch"
- name: ls of directory
run: |
ls ${{ github.workspace }}
# Caching pip dependencies
- name: Cache pip dependencies
uses: actions/cache@v3
with:
path: ~/.cache/pip
key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements_cpu.txt') }}
restore-keys: |
${{ runner.os }}-pip-
- name: Install CPU Dependencies
run: |
python3 -m pip install --upgrade pip
python3 -m pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
python3 -m pip install numpy transformers datasets tiktoken wandb tqdm tensorboard
python3 -m pip install -r requirements_cpu.txt
- name: Run Small Network on CPU
run: |
python3 data/shakespeare_char/prepare.py
python3 train.py --out_dir=out --device=cpu --eval_interval=2 --log_interval=1 --block_size=2 --batch_size=2 --n_layer=2 --n_head=2 --n_kv_group=2 --n_embd=16 --max_iters=3 --lr_decay_iters=2 --dropout=0.0
- name: Run CPU Inference
run: |
python3 sample.py --device=cpu --out_dir="out"