[ROCm][CI] Added MI325 mirrors (#34923)

Signed-off-by: Andreas Karatzas <akaratza@amd.com>
This commit is contained in:
Andreas Karatzas
2026-02-24 15:37:15 -06:00
committed by GitHub
parent f5972a872f
commit 067c5d9ad1
7 changed files with 298 additions and 167 deletions

View File

@@ -1,25 +1,37 @@
#!/bin/bash
# This script runs test inside the corresponding ROCm docker container.
# This script runs tests inside the corresponding ROCm docker container.
# It handles both single-node and multi-node test configurations.
#
# Multi-node detection: Instead of matching on fragile group names, we detect
# multi-node jobs structurally by looking for the bracket command syntax
# "[node0_cmds] && [node1_cmds]" or via the NUM_NODES environment variable.
set -o pipefail
# Export Python path
export PYTHONPATH=".."
# Print ROCm version
echo "--- Confirming Clean Initial State"
while true; do
sleep 3
if grep -q clean /opt/amdgpu/etc/gpu_state; then
echo "GPUs state is \"clean\""
break
fi
done
###############################################################################
# Helper Functions
###############################################################################
echo "--- ROCm info"
rocminfo
wait_for_clean_gpus() {
local timeout=${1:-300}
local start=$SECONDS
echo "--- Waiting for clean GPU state (timeout: ${timeout}s)"
while true; do
if grep -q clean /opt/amdgpu/etc/gpu_state; then
echo "GPUs state is \"clean\""
return
fi
if (( SECONDS - start >= timeout )); then
echo "Error: GPUs did not reach clean state within ${timeout}s" >&2
exit 1
fi
sleep 3
done
}
# cleanup older docker images
cleanup_docker() {
# Get Docker's root directory
docker_root=$(docker info -f '{{.DockerRootDir}}')
@@ -28,15 +40,12 @@ cleanup_docker() {
exit 1
fi
echo "Docker root directory: $docker_root"
# Check disk usage of the filesystem where Docker's root directory is located
disk_usage=$(df "$docker_root" | tail -1 | awk '{print $5}' | sed 's/%//')
# Define the threshold
threshold=70
if [ "$disk_usage" -gt "$threshold" ]; then
echo "Disk usage is above $threshold%. Cleaning up Docker images and volumes..."
# Remove dangling images (those that are not tagged and not used by any container)
docker image prune -f
# Remove unused volumes / force the system prune for old images as well.
docker volume prune -f && docker system prune --force --filter "until=72h" --all
echo "Docker images and volumes cleanup completed."
else
@@ -45,193 +54,258 @@ cleanup_docker() {
}
cleanup_network() {
for node in $(seq 0 $((NUM_NODES-1))); do
if docker pr -a -q -f name="node${node}" | grep -q .; then
docker stop "node${node}"
local max_nodes=${NUM_NODES:-2}
for node in $(seq 0 $((max_nodes - 1))); do
if docker ps -a -q -f name="node${node}" | grep -q .; then
docker stop "node${node}" || true
fi
done
if docker network ls | grep docker-net; then
docker network rm docker-net
if docker network ls | grep -q docker-net; then
docker network rm docker-net || true
fi
}
# Call the cleanup docker function
is_multi_node() {
local cmds="$1"
# Primary signal: NUM_NODES environment variable set by the pipeline
if [[ "${NUM_NODES:-1}" -gt 1 ]]; then
return 0
fi
# Fallback: detect the bracket syntax structurally
# Pattern: [...] && [...] (per-node command arrays)
if [[ "$cmds" =~ \[.*\].*\&\&.*\[.*\] ]]; then
return 0
fi
return 1
}
###############################################################################
# Pytest marker re-quoting
#
# When commands are passed through Buildkite -> shell -> $* -> bash -c,
# quotes around pytest -m marker expressions get stripped:
# pytest -v -s -m 'not cpu_test' v1/core
# becomes:
# pytest -v -s -m not cpu_test v1/core
#
# pytest then interprets "cpu_test" as a file path, not part of the marker.
# This function detects unquoted multi-word marker expressions and re-quotes
# them so they survive the final bash -c expansion.
###############################################################################
re_quote_pytest_markers() {
local cmds="$1"
# Pattern: -m not <identifier> -> -m 'not <identifier>'
# Handles the common cases: 'not cpu_test', 'not slow_test', etc.
cmds=$(echo "$cmds" | sed -E "s/-m not ([a-zA-Z_][a-zA-Z0-9_]*)/-m 'not \1'/g")
echo "$cmds"
}
###############################################################################
# ROCm-specific pytest command rewrites
#
# These apply ignore flags and environment overrides for tests that are not
# yet supported or behave differently on ROCm hardware. Kept as a single
# function so new exclusions are easy to add in one place.
###############################################################################
apply_rocm_test_overrides() {
local cmds="$1"
# --- Model registry filter ---
if [[ $cmds == *"pytest -v -s models/test_registry.py"* ]]; then
cmds=${cmds//"pytest -v -s models/test_registry.py"/"pytest -v -s models/test_registry.py -k 'not BambaForCausalLM and not GritLM and not Mamba2ForCausalLM and not Zamba2ForCausalLM'"}
fi
# --- LoRA: disable custom paged attention ---
if [[ $cmds == *"pytest -v -s lora"* ]]; then
cmds=${cmds//"pytest -v -s lora"/"VLLM_ROCM_CUSTOM_PAGED_ATTN=0 pytest -v -s lora"}
fi
# --- Kernel ignores ---
if [[ $cmds == *" kernels/core"* ]]; then
cmds="${cmds} \
--ignore=kernels/core/test_fused_quant_layernorm.py \
--ignore=kernels/core/test_permute_cols.py"
fi
if [[ $cmds == *" kernels/attention"* ]]; then
cmds="${cmds} \
--ignore=kernels/attention/test_attention_selector.py \
--ignore=kernels/attention/test_encoder_decoder_attn.py \
--ignore=kernels/attention/test_flash_attn.py \
--ignore=kernels/attention/test_flashinfer.py \
--ignore=kernels/attention/test_prefix_prefill.py \
--ignore=kernels/attention/test_cascade_flash_attn.py \
--ignore=kernels/attention/test_mha_attn.py \
--ignore=kernels/attention/test_lightning_attn.py \
--ignore=kernels/attention/test_attention.py"
fi
if [[ $cmds == *" kernels/quantization"* ]]; then
cmds="${cmds} \
--ignore=kernels/quantization/test_int8_quant.py \
--ignore=kernels/quantization/test_machete_mm.py \
--ignore=kernels/quantization/test_block_fp8.py \
--ignore=kernels/quantization/test_block_int8.py \
--ignore=kernels/quantization/test_marlin_gemm.py \
--ignore=kernels/quantization/test_cutlass_scaled_mm.py \
--ignore=kernels/quantization/test_int8_kernel.py"
fi
if [[ $cmds == *" kernels/mamba"* ]]; then
cmds="${cmds} \
--ignore=kernels/mamba/test_mamba_mixer2.py \
--ignore=kernels/mamba/test_causal_conv1d.py \
--ignore=kernels/mamba/test_mamba_ssm_ssd.py"
fi
if [[ $cmds == *" kernels/moe"* ]]; then
cmds="${cmds} \
--ignore=kernels/moe/test_moe.py \
--ignore=kernels/moe/test_cutlass_moe.py \
--ignore=kernels/moe/test_triton_moe_ptpc_fp8.py"
fi
# --- Entrypoint ignores ---
if [[ $cmds == *" entrypoints/openai "* ]]; then
cmds=${cmds//" entrypoints/openai "/" entrypoints/openai \
--ignore=entrypoints/openai/test_audio.py \
--ignore=entrypoints/openai/test_shutdown.py \
--ignore=entrypoints/openai/test_completion.py \
--ignore=entrypoints/openai/test_models.py \
--ignore=entrypoints/openai/test_lora_adapters.py \
--ignore=entrypoints/openai/test_return_tokens_as_ids.py \
--ignore=entrypoints/openai/test_root_path.py \
--ignore=entrypoints/openai/test_tokenization.py \
--ignore=entrypoints/openai/test_prompt_validation.py "}
fi
if [[ $cmds == *" entrypoints/llm "* ]]; then
cmds=${cmds//" entrypoints/llm "/" entrypoints/llm \
--ignore=entrypoints/llm/test_chat.py \
--ignore=entrypoints/llm/test_accuracy.py \
--ignore=entrypoints/llm/test_init.py \
--ignore=entrypoints/llm/test_prompt_validation.py "}
fi
# Clean up escaped newlines from --ignore appends
cmds=$(echo "$cmds" | sed 's/ \\ / /g')
echo "$cmds"
}
###############################################################################
# Main
###############################################################################
# --- GPU initialization ---
echo "--- Confirming Clean Initial State"
wait_for_clean_gpus
echo "--- ROCm info"
rocminfo
# --- Docker housekeeping ---
cleanup_docker
echo "--- Resetting GPUs"
echo "reset" > /opt/amdgpu/etc/gpu_state
wait_for_clean_gpus
while true; do
sleep 3
if grep -q clean /opt/amdgpu/etc/gpu_state; then
echo "GPUs state is \"clean\""
break
fi
done
# --- Pull test image ---
echo "--- Pulling container"
image_name="rocm/vllm-ci:${BUILDKITE_COMMIT}"
container_name="rocm_${BUILDKITE_COMMIT}_$(tr -dc A-Za-z0-9 < /dev/urandom | head -c 10; echo)"
docker pull "${image_name}"
remove_docker_container() {
docker rm -f "${container_name}" || docker image rm -f "${image_name}" || true
docker rm -f "${container_name}" || docker image rm -f "${image_name}" || true
}
trap remove_docker_container EXIT
# --- Prepare commands ---
echo "--- Running container"
HF_CACHE="$(realpath ~)/huggingface"
mkdir -p "${HF_CACHE}"
HF_MOUNT="/root/.cache/huggingface"
commands=$@
commands="$*"
echo "Raw commands: $commands"
commands=${commands//"pytest -v -s basic_correctness/test_basic_correctness.py"/"pytest -v -s basic_correctness/test_basic_correctness.py"}
if [[ $commands == *"pytest -v -s models/test_registry.py"* ]]; then
commands=${commands//"pytest -v -s models/test_registry.py"/"pytest -v -s models/test_registry.py -k 'not BambaForCausalLM and not GritLM and not Mamba2ForCausalLM and not Zamba2ForCausalLM'"}
fi
commands=${commands//"pytest -v -s compile/test_basic_correctness.py"/"pytest -v -s compile/test_basic_correctness.py"}
if [[ $commands == *"pytest -v -s lora"* ]]; then
commands=${commands//"pytest -v -s lora"/"VLLM_ROCM_CUSTOM_PAGED_ATTN=0 pytest -v -s lora"}
fi
#ignore certain kernels tests
if [[ $commands == *" kernels/core"* ]]; then
commands="${commands} \
--ignore=kernels/core/test_fused_quant_layernorm.py \
--ignore=kernels/core/test_permute_cols.py"
fi
if [[ $commands == *" kernels/attention"* ]]; then
commands="${commands} \
--ignore=kernels/attention/test_attention_selector.py \
--ignore=kernels/attention/test_encoder_decoder_attn.py \
--ignore=kernels/attention/test_flash_attn.py \
--ignore=kernels/attention/test_flashinfer.py \
--ignore=kernels/attention/test_prefix_prefill.py \
--ignore=kernels/attention/test_cascade_flash_attn.py \
--ignore=kernels/attention/test_mha_attn.py \
--ignore=kernels/attention/test_lightning_attn.py \
--ignore=kernels/attention/test_attention.py"
fi
if [[ $commands == *" kernels/quantization"* ]]; then
commands="${commands} \
--ignore=kernels/quantization/test_int8_quant.py \
--ignore=kernels/quantization/test_machete_mm.py \
--ignore=kernels/quantization/test_block_fp8.py \
--ignore=kernels/quantization/test_block_int8.py \
--ignore=kernels/quantization/test_marlin_gemm.py \
--ignore=kernels/quantization/test_cutlass_scaled_mm.py \
--ignore=kernels/quantization/test_int8_kernel.py"
fi
if [[ $commands == *" kernels/mamba"* ]]; then
commands="${commands} \
--ignore=kernels/mamba/test_mamba_mixer2.py \
--ignore=kernels/mamba/test_causal_conv1d.py \
--ignore=kernels/mamba/test_mamba_ssm_ssd.py"
fi
if [[ $commands == *" kernels/moe"* ]]; then
commands="${commands} \
--ignore=kernels/moe/test_moe.py \
--ignore=kernels/moe/test_cutlass_moe.py \
--ignore=kernels/moe/test_triton_moe_ptpc_fp8.py"
fi
#ignore certain Entrypoints/openai tests
if [[ $commands == *" entrypoints/openai "* ]]; then
commands=${commands//" entrypoints/openai "/" entrypoints/openai \
--ignore=entrypoints/openai/test_audio.py \
--ignore=entrypoints/openai/test_shutdown.py \
--ignore=entrypoints/openai/test_completion.py \
--ignore=entrypoints/openai/test_models.py \
--ignore=entrypoints/openai/test_lora_adapters.py \
--ignore=entrypoints/openai/test_return_tokens_as_ids.py \
--ignore=entrypoints/openai/test_root_path.py \
--ignore=entrypoints/openai/test_tokenization.py \
--ignore=entrypoints/openai/test_prompt_validation.py "}
fi
#ignore certain Entrypoints/llm tests
if [[ $commands == *" entrypoints/llm "* ]]; then
commands=${commands//" entrypoints/llm "/" entrypoints/llm \
--ignore=entrypoints/llm/test_chat.py \
--ignore=entrypoints/llm/test_accuracy.py \
--ignore=entrypoints/llm/test_init.py \
--ignore=entrypoints/llm/test_prompt_validation.py "}
fi
commands=$(echo "$commands" | sed 's/ \\ / /g')
# Fix quoting before ROCm overrides (so overrides see correct structure)
commands=$(re_quote_pytest_markers "$commands")
commands=$(apply_rocm_test_overrides "$commands")
echo "Final commands: $commands"
# --ignore=entrypoints/openai/test_encoder_decoder.py \
# --ignore=entrypoints/openai/test_embedding.py \
# --ignore=entrypoints/openai/test_oot_registration.py
# --ignore=entrypoints/openai/test_accuracy.py \
# --ignore=entrypoints/openai/test_models.py <= Fails on MI250 but passes on MI300 as of 2025-03-13
MYPYTHONPATH=".."
# Test that we're launching on the machine that has
# proper access to GPUs
# Verify GPU access
render_gid=$(getent group render | cut -d: -f3)
if [[ -z "$render_gid" ]]; then
echo "Error: 'render' group not found. This is required for GPU access." >&2
exit 1
fi
if [[ $commands == *"VLLM_TEST_GROUP_NAME=mi325_4-2-node-tests-4-gpus-in-total"* ]]; then
# --- Route: multi-node vs single-node ---
if is_multi_node "$commands"; then
echo "--- Multi-node job detected"
export DCKR_VER=$(docker --version | sed 's/Docker version \(.*\), build .*/\1/')
if [[ "$commands" =~ ^(.*)"["(.*)"] && ["(.*)"]"$ ]]; then
prefix=$( echo "${BASH_REMATCH[1]}" | sed 's/;//g')
echo "PREFIX: ${prefix}"
export composite_command="(command rocm-smi || true)"
myIFS=$IFS
IFS=','
read -ra node0 <<< ${BASH_REMATCH[2]}
read -ra node1 <<< ${BASH_REMATCH[3]}
IFS=$myIFS
for i in "${!node0[@]}";do
command_node_0=$(echo ${node0[i]} | sed 's/\"//g')
command_node_1=$(echo ${node1[i]} | sed 's/\"//g')
# Parse the bracket syntax: prefix ; [node0_cmds] && [node1_cmds]
# BASH_REMATCH[1] = prefix (everything before first bracket)
# BASH_REMATCH[2] = comma-separated node0 commands
# BASH_REMATCH[3] = comma-separated node1 commands
if [[ "$commands" =~ ^(.*)\[(.*)"] && ["(.*)\]$ ]]; then
prefix=$(echo "${BASH_REMATCH[1]}" | sed 's/;//g')
echo "PREFIX: ${prefix}"
export commands="./.buildkite/scripts/run-multi-node-test.sh /vllm-workspace/tests 2 2 ${image_name} '${command_node_0}' '${command_node_1}'"
echo "COMMANDS: ${commands}"
composite_command=$(echo "${composite_command} && ${commands}")
done
/bin/bash -c "${composite_command}"
cleanup_network
export composite_command="(command rocm-smi || true)"
saved_IFS=$IFS
IFS=','
read -ra node0 <<< "${BASH_REMATCH[2]}"
read -ra node1 <<< "${BASH_REMATCH[3]}"
IFS=$saved_IFS
if [[ ${#node0[@]} -ne ${#node1[@]} ]]; then
echo "Warning: node0 has ${#node0[@]} commands, node1 has ${#node1[@]}. They will be paired by index."
fi
for i in "${!node0[@]}"; do
command_node_0=$(echo "${node0[i]}" | sed 's/\"//g')
command_node_1=$(echo "${node1[i]}" | sed 's/\"//g')
step_cmd="./.buildkite/scripts/run-multi-node-test.sh /vllm-workspace/tests 2 2 ${image_name} '${command_node_0}' '${command_node_1}'"
echo "COMMANDS: ${step_cmd}"
composite_command="${composite_command} && ${step_cmd}"
done
/bin/bash -c "${composite_command}"
cleanup_network
else
echo "Failed to parse node commands! Exiting."
cleanup_network
exit 111
echo "Multi-node job detected but failed to parse bracket command syntax."
echo "Expected format: prefix ; [node0_cmd1, node0_cmd2] && [node1_cmd1, node1_cmd2]"
echo "Got: $commands"
cleanup_network
exit 111
fi
else
echo "--- Single-node job"
echo "Render devices: $BUILDKITE_AGENT_META_DATA_RENDER_DEVICES"
docker run \
--device /dev/kfd $BUILDKITE_AGENT_META_DATA_RENDER_DEVICES \
--network=host \
--shm-size=16gb \
--group-add "$render_gid" \
--rm \
-e HF_TOKEN \
-e AWS_ACCESS_KEY_ID \
-e AWS_SECRET_ACCESS_KEY \
-v "${HF_CACHE}:${HF_MOUNT}" \
-e "HF_HOME=${HF_MOUNT}" \
-e "PYTHONPATH=${MYPYTHONPATH}" \
--name "${container_name}" \
"${image_name}" \
/bin/bash -c "${commands}"
--device /dev/kfd $BUILDKITE_AGENT_META_DATA_RENDER_DEVICES \
--network=host \
--shm-size=16gb \
--group-add "$render_gid" \
--rm \
-e HF_TOKEN \
-e AWS_ACCESS_KEY_ID \
-e AWS_SECRET_ACCESS_KEY \
-v "${HF_CACHE}:${HF_MOUNT}" \
-e "HF_HOME=${HF_MOUNT}" \
-e "PYTHONPATH=${MYPYTHONPATH}" \
--name "${container_name}" \
"${image_name}" \
/bin/bash -c "${commands}"
fi

View File

@@ -28,3 +28,11 @@ steps:
- pytest -v -s v1/engine/test_preprocess_error_handling.py
# Run the rest of v1/engine tests
- pytest -v -s v1/engine --ignore v1/engine/test_preprocess_error_handling.py
mirror:
amd:
device: mi325_8
depends_on:
- image-build-amd
commands:
- pytest -v -s v1/e2e
- pytest -v -s v1/engine

View File

@@ -24,11 +24,6 @@ steps:
- pytest -v -s entrypoints/llm --ignore=entrypoints/llm/test_generate.py --ignore=entrypoints/llm/test_collective_rpc.py
- pytest -v -s entrypoints/llm/test_generate.py # it needs a clean process
- pytest -v -s entrypoints/offline_mode # Needs to avoid interference with other tests
mirror:
amd:
device: mi325_1
depends_on:
- image-build-amd
- label: Entrypoints Integration (API Server 1)
timeout_in_minutes: 130
@@ -65,6 +60,11 @@ steps:
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/pooling
mirror:
amd:
device: mi325_1
depends_on:
- image-build-amd
- label: Entrypoints Integration (Responses API)
timeout_in_minutes: 50

View File

@@ -16,6 +16,7 @@ steps:
- pytest -v -s v1/sample
- pytest -v -s v1/logits_processors
- pytest -v -s v1/worker
# TODO: create another `optional` test group for slow tests
- pytest -v -s -m 'not slow_test' v1/spec_decode
- pytest -v -s -m 'not cpu_test' v1/kv_connector/unit
- pytest -v -s -m 'not cpu_test' v1/metrics
@@ -25,6 +26,11 @@ steps:
# Integration test for streaming correctness (requires special branch).
- pip install -U git+https://github.com/robertgshaw2-redhat/lm-evaluation-harness.git@streaming-api
- pytest -v -s entrypoints/openai/correctness/test_lmeval.py::test_lm_eval_accuracy_v1_engine
mirror:
amd:
device: mi325_1
depends_on:
- image-build-amd
- label: V1 Others (CPU)
depends_on:

View File

@@ -55,6 +55,15 @@ steps:
- uv pip install --system --no-build-isolation 'git+https://github.com/state-spaces/mamba@v2.3.0'
- uv pip install --system --no-build-isolation 'git+https://github.com/Dao-AILab/causal-conv1d@v1.5.2'
- pytest -v -s models/language/generation -m '(not core_model) and (not hybrid_model)'
mirror:
amd:
device: mi325_1
depends_on:
- image-build-amd
commands:
- uv pip install --system --no-build-isolation 'git+https://github.com/AndreasKaratzas/mamba@fix-rocm-7.0-warp-size-constexpr'
- uv pip install --system --no-build-isolation 'git+https://github.com/Dao-AILab/causal-conv1d@v1.5.2'
- pytest -v -s models/language/generation -m '(not core_model) and (not hybrid_model)'
- label: Language Models Test (PPL)
timeout_in_minutes: 110
@@ -73,6 +82,11 @@ steps:
- tests/models/language/pooling
commands:
- pytest -v -s models/language/pooling -m 'not core_model'
mirror:
amd:
device: mi325_1
depends_on:
- image-build-amd
- label: Language Models Test (MTEB)
timeout_in_minutes: 110

View File

@@ -305,6 +305,14 @@ RUN --mount=type=bind,from=export_vllm,src=/,target=/install \
RUN --mount=type=bind,from=build_rixl,src=/app/install,target=/rixl_install \
uv pip install --system /rixl_install/*.whl
# RIXL/MoRIIO runtime dependencies (RDMA userspace libraries)
RUN apt-get update -q -y && apt-get install -q -y \
librdmacm1 \
libibverbs1 \
ibverbs-providers \
ibverbs-utils \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /vllm-workspace
ARG COMMON_WORKDIR
COPY --from=build_vllm ${COMMON_WORKDIR}/vllm /vllm-workspace
@@ -330,6 +338,11 @@ RUN bash /tmp/install_torchcodec.sh \
# Copy in the v1 package (for python-only install test group)
COPY --from=export_vllm /vllm_v1 /usr/local/lib/python${PYTHON_VERSION}/dist-packages/vllm/v1
# Set MIOPEN ENVS to resolve performance regressions in MIOpen 3D convolution kernel
# See: https://github.com/pytorch/pytorch/issues/169857
ENV MIOPEN_DEBUG_CONV_DIRECT=0
ENV MIOPEN_DEBUG_CONV_GEMM=0
# Source code is used in the `python_only_compile.sh` test
# We hide it inside `src/` so that this source code
# will not be imported by other tests

View File

@@ -2,6 +2,7 @@
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
import importlib.util
import os
import subprocess
from unittest.mock import MagicMock, patch
import msgspec
@@ -40,6 +41,19 @@ from .utils import create_request, create_scheduler
aiter_available = importlib.util.find_spec("aiter") is not None
mori_available = importlib.util.find_spec("mori") is not None
def _rdma_available() -> bool:
"""Check if RDMA devices are available."""
try:
result = subprocess.run(["ibv_devinfo"], capture_output=True, text=True)
return "No IB devices found" not in result.stderr
except FileNotFoundError:
return False
rdma_available = _rdma_available()
pytestmark = pytest.mark.skipif(
not (current_platform.is_rocm() and mori_available),
reason="MoRIIOs are only available on ROCm with aiter package installed",
@@ -393,6 +407,7 @@ def test_read_mode_loads_remote_block_ids(moriio_read_mode):
@pytest.mark.skipif(
not aiter_available, reason="Requires aiter package for ROCm FlashAttention backend"
)
@pytest.mark.skipif(not rdma_available, reason="No RDMA devices available")
def test_register_kv_caches(mock_parallel_groups):
"""Test that MoRIIOConnector.register_kv_caches correctly registers kv caches."""
ROLE = "kv_consumer"
@@ -488,6 +503,7 @@ def test_register_kv_caches(mock_parallel_groups):
@pytest.mark.skipif(
not aiter_available, reason="Requires aiter package for ROCm FlashAttention backend"
)
@pytest.mark.skipif(not rdma_available, reason="No RDMA devices available")
def test_moriio_handshake_returns_metadata(mock_parallel_groups):
"""MoRIIO handshake socket returns valid agent metadata over ZMQ."""