diff --git a/.github/configs/nvidia-master.yaml b/.github/configs/nvidia-master.yaml index 38d1101f3..4ce7b823e 100644 --- a/.github/configs/nvidia-master.yaml +++ b/.github/configs/nvidia-master.yaml @@ -2604,6 +2604,30 @@ dsv4-fp8-h200-vllm: search-space: - { tp: 8, ep: 8, dp-attn: true, conc-start: 4, conc-end: 64 } +# DeepSeek-V4-Pro H200 single-node with SGLang (Marlin FP8, TP-only). +# Pinned to the h200-dgxc-slurm runner pool because the deepseek-v4-hopper +# image needs the /ix mount layout that only launch_h200-dgxc-slurm.sh sets up. +dsv4-fp8-h200-sglang: + image: lmsysorg/sglang:deepseek-v4-hopper@sha256:7f19c6dc092e47a10fac2e41f47eab78970280d06648b8e50d312a82f0ae722f + model: deepseek-ai/DeepSeek-V4-Pro + model-prefix: dsv4 + runner: h200-dgxc + precision: fp8 + framework: sglang + multinode: false + scenarios: + fixed-seq-len: + - isl: 1024 + osl: 1024 + search-space: + - { tp: 8, ep: 1, conc-start: 1, conc-end: 1 } + - { tp: 8, ep: 1, conc-start: 4, conc-end: 64 } + - isl: 8192 + osl: 1024 + search-space: + - { tp: 8, ep: 1, conc-start: 1, conc-end: 1 } + - { tp: 8, ep: 1, conc-start: 4, conc-end: 64 } + # DeepSeek-V4-Pro B300 single-node aggregate recipe from the submitted B300 # pareto sweep. The single-node schema has no explicit data-parallel-size # field, so dp-attn=true is used as the existing vLLM script switch for DP4 diff --git a/.github/configs/runners.yaml b/.github/configs/runners.yaml index f574c629c..48a7173d4 100644 --- a/.github/configs/runners.yaml +++ b/.github/configs/runners.yaml @@ -49,6 +49,21 @@ h200-multinode: - 'h200-dgxc-slurm_11' - 'h200-dgxc-slurm_12' - 'h200-dgxc-slurm_13' +h200-dgxc: +- 'h200-dgxc-slurm_0' +- 'h200-dgxc-slurm_1' +- 'h200-dgxc-slurm_2' +- 'h200-dgxc-slurm_3' +- 'h200-dgxc-slurm_4' +- 'h200-dgxc-slurm_5' +- 'h200-dgxc-slurm_6' +- 'h200-dgxc-slurm_7' +- 'h200-dgxc-slurm_8' +- 'h200-dgxc-slurm_9' +- 'h200-dgxc-slurm_10' +- 'h200-dgxc-slurm_11' +- 'h200-dgxc-slurm_12' +- 'h200-dgxc-slurm_13' b200: - 'b200-cw_00' - 'b200-cw_01' diff --git a/benchmarks/single_node/dsv4_fp8_h200_sglang.sh b/benchmarks/single_node/dsv4_fp8_h200_sglang.sh new file mode 100644 index 000000000..f2fc8541e --- /dev/null +++ b/benchmarks/single_node/dsv4_fp8_h200_sglang.sh @@ -0,0 +1,74 @@ +#!/usr/bin/env bash + +source "$(dirname "$0")/../benchmark_lib.sh" + +check_env_vars \ + MODEL \ + TP \ + CONC \ + ISL \ + OSL \ + RANDOM_RANGE_RATIO \ + RESULT_FILENAME + +if [[ -n "$SLURM_JOB_ID" ]]; then + echo "JOB $SLURM_JOB_ID running on $SLURMD_NODENAME" +fi + +hf download "$MODEL" + +nvidia-smi + +SERVER_LOG="$PWD/server.log" +PORT=${PORT:-8888} + +echo "TP: $TP, CONC: $CONC, ISL: $ISL, OSL: $OSL" + +EVAL_CONTEXT_ARGS="" +if [ "${EVAL_ONLY}" = "true" ]; then + setup_eval_context + EVAL_CONTEXT_ARGS="--context-length $EVAL_MAX_MODEL_LEN" +fi + +start_gpu_monitor --output "$PWD/gpu_metrics.csv" + +set -x +PYTHONNOUSERSITE=1 sglang serve \ + --model-path $MODEL \ + --host 0.0.0.0 \ + --port $PORT \ + --trust-remote-code \ + --tp $TP \ + --moe-runner-backend marlin \ + --chunked-prefill-size 4096 \ + --disable-flashinfer-autotune \ + --disable-radix-cache \ + --mem-fraction-static 0.88 \ + --max-running-requests "$(( CONC * 3 / 2 > 8 ? CONC * 3 / 2 : 8 ))" \ + $EVAL_CONTEXT_ARGS >> $SERVER_LOG 2>&1 & + +SERVER_PID=$! + +wait_for_server_ready --port "$PORT" --server-log "$SERVER_LOG" --server-pid "$SERVER_PID" + +pip install -q datasets pandas + +run_benchmark_serving \ + --model "$MODEL" \ + --port "$PORT" \ + --backend vllm \ + --input-len "$ISL" \ + --output-len "$OSL" \ + --random-range-ratio "$RANDOM_RANGE_RATIO" \ + --num-prompts $((CONC * 10)) \ + --max-concurrency "$CONC" \ + --result-filename "$RESULT_FILENAME" \ + --result-dir "$PWD/" + +if [ "${RUN_EVAL}" = "true" ]; then + run_eval --framework lm-eval --port "$PORT" + append_lm_eval_summary +fi + +stop_gpu_monitor +set +x diff --git a/perf-changelog.yaml b/perf-changelog.yaml index 089ce36f2..6a4f08be5 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -2103,3 +2103,13 @@ - "Sweep DP attention on/off and EP=8 via DP_ATTENTION and EP_SIZE matrix env vars" - "Ship a DeepSeek-V4 thinking-mode chat template so eval /v1/chat/completions works (the canonical checkpoint ships no chat_template)" pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1244 + +- config-keys: + - dsv4-fp8-h200-sglang + description: + - "Add DeepSeek-V4-Pro FP8 H200 single-node SGLang recipe (Marlin MoE backend, TP=8, EP=1)" + - "Image: lmsysorg/sglang:deepseek-v4-hopper pinned by digest" + - "Server flags: --moe-runner-backend marlin, --chunked-prefill-size 4096, --disable-flashinfer-autotune, --disable-radix-cache, --mem-fraction-static 0.88" + - "Search space: TP=8 EP=1, conc 1 and 4-64 for both 1k1k and 8k1k" + - "Pinned to the h200-dgxc runner pool (new runners.yaml group); launch_h200-dgxc-slurm.sh extended to support framework-tagged script names and mount /ix instead of /workspace for the deepseek-v4-hopper image" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1264 diff --git a/runners/launch_h200-dgxc-slurm.sh b/runners/launch_h200-dgxc-slurm.sh index 199f5e4ae..7dd04a6d7 100755 --- a/runners/launch_h200-dgxc-slurm.sh +++ b/runners/launch_h200-dgxc-slurm.sh @@ -292,13 +292,27 @@ else fi " + SPEC_SUFFIX=$([[ "$SPEC_DECODING" == "mtp" ]] && printf '_mtp' || printf '') + BENCH_BASE="benchmarks/single_node/${SCENARIO_SUBDIR}${EXP_NAME%%_*}_${PRECISION}_h200" + BENCH_SCRIPT="${BENCH_BASE}_${FRAMEWORK}${SPEC_SUFFIX}.sh" + if [[ ! -f "$BENCH_SCRIPT" ]]; then + LEGACY_FW_SUFFIX=$([[ "$FRAMEWORK" == "trt" ]] && printf '_trt' || printf '') + BENCH_SCRIPT="${BENCH_BASE}${LEGACY_FW_SUFFIX}${SPEC_SUFFIX}.sh" + fi + + if [[ "$IMAGE" == *deepseek-v4-hopper* ]]; then + CONTAINER_MOUNT_DIR=/ix + else + CONTAINER_MOUNT_DIR=/workspace + fi + srun --jobid=$JOB_ID \ --container-image=$SQUASH_FILE \ - --container-mounts=$GITHUB_WORKSPACE:/workspace/,$HF_HUB_CACHE_MOUNT:$HF_HUB_CACHE \ + --container-mounts=$GITHUB_WORKSPACE:$CONTAINER_MOUNT_DIR/,$HF_HUB_CACHE_MOUNT:$HF_HUB_CACHE \ --no-container-mount-home \ - --container-workdir=/workspace/ \ + --container-workdir=$CONTAINER_MOUNT_DIR/ \ --no-container-entrypoint --export=ALL,PORT=8888 \ - bash benchmarks/single_node/${SCENARIO_SUBDIR}${EXP_NAME%%_*}_${PRECISION}_h200$([[ "$FRAMEWORK" == "trt" ]] && printf '_trt')$([[ "$SPEC_DECODING" == "mtp" ]] && printf '_mtp').sh + bash $BENCH_SCRIPT scancel $JOB_ID