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Unverified Commit 73eb67c0 authored by Sai Enduri's avatar Sai Enduri Committed by GitHub
Browse files

Enable unit tests for AMD CI. (#6283)

parent 9a91fa0e
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Showing with 150 additions and 4 deletions
.github/workflows/pr-test-amd.yml
View file @ 73eb67c0
......@@ -325,11 +325,135 @@ jobs:
run: |
docker exec -w /sglang-checkout/test/srt -e SGLANG_IS_IN_CI=1 -e SGLANG_AMD_CI=1 ci_sglang python3 -m unittest test_bench_serving.TestBenchServing.test_moe_offline_throughput_without_radix_cache
unit-test-backend-1-gpu-amd:
if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
github.event.pull_request.draft == false
strategy:
matrix:
runner: [linux-mi300-gpu-1, linux-mi325-gpu-1]
runs-on: ${{matrix.runner}}
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Setup docker
run: |
# Ensure GPU isolation if pod is part of kubernetes setup with DEVICE_FLAG.
if [ -f "/etc/podinfo/gha-render-devices" ]; then
DEVICE_FLAG=$(cat /etc/podinfo/gha-render-devices)
else
DEVICE_FLAG="--device /dev/dri"
fi
docker pull lmsysorg/sglang:v0.4.6.post3-rocm630
docker run -dt --user root --device=/dev/kfd $DEVICE_FLAG \
-v ${{ github.workspace }}:/sglang-checkout --ipc=host --group-add video \
--cap-add=SYS_PTRACE -e HF_TOKEN=${HF_TOKEN} --security-opt seccomp=unconfined \
-w /sglang-checkout --name ci_sglang \
lmsysorg/sglang:v0.4.6.post3-rocm630
- name: Install dependencies
run: |
docker exec ci_sglang pip install --upgrade pip
docker exec ci_sglang pip uninstall sgl-kernel -y || true
docker exec -w /sglang-checkout/sgl-kernel ci_sglang bash -c "rm -f pyproject.toml && mv pyproject_rocm.toml pyproject.toml && python3 setup_rocm.py install"
docker exec ci_sglang pip install -e "python[dev_hip]"
docker exec -w / ci_sglang git clone https://github.com/merrymercy/human-eval.git
docker exec -w /human-eval ci_sglang pip install -e .
- name: Run test
timeout-minutes: 30
run: |
docker exec -w /sglang-checkout/test/srt -e SGLANG_IS_IN_CI=1 -e SGLANG_AMD_CI=1 -e SGLANG_AITER_MOE=1 ci_sglang python3 run_suite.py --suite per-commit-amd
unit-test-backend-2-gpu-amd:
if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
github.event.pull_request.draft == false
strategy:
matrix:
runner: [linux-mi300-gpu-2, linux-mi325-gpu-2]
runs-on: ${{matrix.runner}}
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Setup docker
run: |
# Ensure GPU isolation if pod is part of kubernetes setup with DEVICE_FLAG.
if [ -f "/etc/podinfo/gha-render-devices" ]; then
DEVICE_FLAG=$(cat /etc/podinfo/gha-render-devices)
else
DEVICE_FLAG="--device /dev/dri"
fi
docker pull lmsysorg/sglang:v0.4.6.post3-rocm630
docker run -dt --user root --device=/dev/kfd $DEVICE_FLAG \
-v ${{ github.workspace }}:/sglang-checkout --ipc=host --group-add video \
--cap-add=SYS_PTRACE -e HF_TOKEN=${HF_TOKEN} --security-opt seccomp=unconfined \
-w /sglang-checkout --name ci_sglang \
lmsysorg/sglang:v0.4.6.post3-rocm630
- name: Install dependencies
run: |
docker exec ci_sglang pip install --upgrade pip
docker exec ci_sglang pip uninstall sgl-kernel -y || true
docker exec -w /sglang-checkout/sgl-kernel ci_sglang bash -c "rm -f pyproject.toml && mv pyproject_rocm.toml pyproject.toml && python3 setup_rocm.py install"
docker exec ci_sglang pip install -e "python[dev_hip]"
docker exec -w / ci_sglang git clone https://github.com/merrymercy/human-eval.git
docker exec -w /human-eval ci_sglang pip install -e .
- name: Run test
timeout-minutes: 30
run: |
docker exec -w /sglang-checkout/test/srt -e SGLANG_IS_IN_CI=1 -e SGLANG_AMD_CI=1 -e SGLANG_AITER_MOE=1 ci_sglang python3 run_suite.py --suite per-commit-2-gpu-amd
unit-test-backend-8-gpu-amd:
if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') &&
github.event.pull_request.draft == false
strategy:
matrix:
runner: [linux-mi300-gpu-8, linux-mi325-gpu-8]
runs-on: ${{matrix.runner}}
steps:
- name: Checkout code
uses: actions/checkout@v4
- name: Setup docker
run: |
# Ensure GPU isolation if pod is part of kubernetes setup with DEVICE_FLAG.
if [ -f "/etc/podinfo/gha-render-devices" ]; then
DEVICE_FLAG=$(cat /etc/podinfo/gha-render-devices)
else
DEVICE_FLAG="--device /dev/dri"
fi
docker pull lmsysorg/sglang:v0.4.6.post3-rocm630
docker run -dt --user root --device=/dev/kfd $DEVICE_FLAG \
-v ${{ github.workspace }}:/sglang-checkout --ipc=host --group-add video \
--cap-add=SYS_PTRACE -e HF_TOKEN=${HF_TOKEN} --security-opt seccomp=unconfined \
-w /sglang-checkout --name ci_sglang \
lmsysorg/sglang:v0.4.6.post3-rocm630
- name: Install dependencies
run: |
docker exec ci_sglang pip install --upgrade pip
docker exec ci_sglang pip uninstall sgl-kernel -y || true
docker exec -w /sglang-checkout/sgl-kernel ci_sglang bash -c "rm -f pyproject.toml && mv pyproject_rocm.toml pyproject.toml && python3 setup_rocm.py install"
docker exec ci_sglang pip install -e "python[dev_hip]"
docker exec -w / ci_sglang git clone https://github.com/merrymercy/human-eval.git
docker exec -w /human-eval ci_sglang pip install -e .
- name: Run test
timeout-minutes: 30
run: |
docker exec -w /sglang-checkout/test/srt -e SGLANG_IS_IN_CI=1 -e SGLANG_AMD_CI=1 -e SGLANG_AITER_MOE=1 ci_sglang python3 run_suite.py --suite per-commit-8-gpu-amd
finish:
if: always()
needs: [
accuracy-test-1-gpu-amd, mla-test-1-gpu-amd, bench-test-2-gpu-amd,
accuracy-test-2-gpu-amd, performance-test-1-gpu-part-1-amd, performance-test-1-gpu-part-2-amd
accuracy-test-2-gpu-amd, performance-test-1-gpu-part-1-amd, performance-test-1-gpu-part-2-amd,
unit-test-backend-1-gpu-amd, unit-test-backend-2-gpu-amd, unit-test-backend-8-gpu-amd
]
runs-on: ubuntu-latest
steps:
......
test/srt/run_suite.py
View file @ 73eb67c0
......@@ -85,6 +85,12 @@ suites = {
TestFile("test_w8a8_quantization.py", 46),
TestFile("models/lora/test_lora_cuda_graph.py", 250),
],
"per-commit-amd": [
TestFile("test_mla.py", 242),
TestFile("test_mla_deepseek_v3.py", 221),
TestFile("test_torch_compile.py", 76),
TestFile("test_torch_compile_moe.py", 172),
],
"per-commit-2-gpu": [
TestFile("models/lora/test_lora_tp.py", 116),
TestFile("test_data_parallelism.py", 73),
......@@ -95,6 +101,9 @@ suites = {
TestFile("test_update_weights_from_distributed.py", 103),
TestFile("test_verl_engine.py", 64),
],
"per-commit-2-gpu-amd": [
TestFile("test_mla_tp.py", 170),
],
"per-commit-8-gpu": [
# Disabled deepep tests temporarily because it takes too much time.
# TODO: re-enable them after reducing the test time with compilation cache and smaller models.
......@@ -107,6 +116,9 @@ suites = {
TestFile("test_full_deepseek_v3.py", 250),
TestFile("test_pp_single_node.py", 150),
],
"per-commit-8-gpu-amd": [
TestFile("test_full_deepseek_v3.py", 250),
],
"nightly": [
TestFile("test_nightly_gsm8k_eval.py"),
],
......
test/srt/test_full_deepseek_v3.py
View file @ 73eb67c0
import os
import unittest
from types import SimpleNamespace
......@@ -66,7 +67,10 @@ class TestDeepseekV3(CustomTestCase):
write_github_step_summary(
f"### test_bs_1_speed (deepseek-v3)\n" f"{speed=:.2f} token/s\n"
)
self.assertGreater(speed, 75)
if os.getenv("SGLANG_AMD_CI") == "1":
self.assertGreater(speed, 12)
else:
self.assertGreater(speed, 75)
class TestDeepseekV3MTP(CustomTestCase):
......@@ -144,8 +148,14 @@ class TestDeepseekV3MTP(CustomTestCase):
f"{acc_length=:.2f}\n"
f"{speed=:.2f} token/s\n"
)
self.assertGreater(acc_length, 2.9)
self.assertGreater(speed, 105)
if os.getenv("SGLANG_AMD_CI") == "1":
self.assertGreater(acc_length, 2.8)
else:
self.assertGreater(acc_length, 2.9)
if os.getenv("SGLANG_AMD_CI") == "1":
self.assertGreater(speed, 15)
else:
self.assertGreater(speed, 105)
if __name__ == "__main__":
......
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