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58 changes: 58 additions & 0 deletions .github/workflows/kernels.yml
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name: kernels
# latest version: Megatron-LM core_r0.11.0 https://github.com/NVIDIA/Megatron-LM/tree/core_r0.11.0

on:
# Trigger the workflow on push or pull request,
# but only for the main branch
push:
branches:
- main
- v0.2.x
paths:
- "**/*.py"
- .github/workflows/kernels.yml
pull_request:
branches:
- main
- v0.2.x
paths:
- "**/*.py"
- "verl/trainer/config/*.yaml"
- .github/workflows/kernels.yml
- "tests/e2e/*.sh"

# Cancel jobs on the same ref if a new one is triggered
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}

# Declare permissions just read content.
permissions:
contents: read

jobs:
e2e_gsm8k_megatron:
runs-on: [self-hosted, l20-0]
timeout-minutes: 40 # Increase this timeout value as needed
env:
HTTP_PROXY: ${{ secrets.PROXY_HTTP }}
HTTPS_PROXY: ${{ secrets.PROXY_HTTPS }}
NO_PROXY: "localhost,127.0.0.1"
HF_HUB_ENABLE_HF_TRANSFER: 1
container:
image: whatcanyousee/verl:vemlp-th2.4.0-cu124-vllm0.6.3-ray2.10-te2.0-megatron0.11.0-v0.0.6
options: --gpus all --shm-size=10g
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
fetch-depth: 0
- name: Install the current repository
run: |
pip3 install hf_transfer
pip3 install -e .[test]
- name: Testing LinearCrossEntropy Correction, Computation Time and Memory Consumption
run: |
python3 tests/kernel/test_linear_cross_entropy.py
- name: Testing VocabParallelEntropy
run: |
bash tests/kernel/run_vocab_parallel_entropy.sh
18 changes: 18 additions & 0 deletions tests/kernel/run_vocab_parallel_entropy.sh
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# Copyright 2024 Bytedance Ltd. and/or its affiliates
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

#!/usr/bin/env bash

set -e -x
torchrun --nproc-per-node=8 --standalone tests/kernel/test_vocab_parallel_entropy.py
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