diff --git a/.github/configs/nvidia-master.yaml b/.github/configs/nvidia-master.yaml index e2900490d..44a0f1044 100644 --- a/.github/configs/nvidia-master.yaml +++ b/.github/configs/nvidia-master.yaml @@ -1,3 +1,389 @@ +dsr1-fp4-b300-dynamo-trt: + image: nvcr.io/nvidia/ai-dynamo/tensorrtllm-runtime:0.8.0 + model: deepseek-r1-fp4 + model-prefix: dsr1 + runner: b300 + precision: fp4 + framework: dynamo-trt + multinode: true + disagg: true + seq-len-configs: + - isl: 1024 + osl: 1024 + search-space: + - spec-decoding: "mtp" + conc-list: [654] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx1_gen1_dep8_batch64_eplb0_mtp3.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - spec-decoding: "mtp" + conc-list: [271] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx1_gen2_dep8_batch16_eplb0_mtp3.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + - spec-decoding: "mtp" + conc-list: [11] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx1_gen5_tep8_batch1_eplb0_mtp3.yaml" + decode: + num-worker: 5 + tp: 8 + ep: 8 + dp-attn: false + - spec-decoding: "mtp" + conc-list: [10, 20, 25, 60, 120, 200] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx1_gen5_tep8_batch32_eplb0_mtp3.yaml" + decode: + num-worker: 5 + tp: 8 + ep: 8 + dp-attn: false + - spec-decoding: "mtp" + conc-list: [2342] + prefill: + num-worker: 2 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx2_gen1_dep8_batch256_eplb0_mtp1.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - spec-decoding: "mtp" + conc-list: [8609] + prefill: + num-worker: 5 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx5_gen2_dep8_batch512_eplb0_mtp1.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + - spec-decoding: "mtp" + conc-list: [12926] + prefill: + num-worker: 5 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/mtp/ctx5_gen2_dep8_batch768_eplb0_mtp1.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + + # Non-MTP configurations + - conc-list: [1176] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx1_gen2_dep8_batch64_eplb0_mtp0.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + - conc-list: [6] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx1_gen4_tep8_batch1_eplb0_mtp0.yaml" + decode: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: false + - conc-list: [5, 10, 15, 25] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx1_gen5_tep4_batch4_eplb0_mtp0.yaml" + decode: + num-worker: 5 + tp: 4 + ep: 4 + dp-attn: false + - conc-list: [60, 110, 195, 395] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx1_gen5_tep8_batch64_eplb0_mtp0.yaml" + decode: + num-worker: 5 + tp: 8 + ep: 8 + dp-attn: false + - conc-list: [4405] + prefill: + num-worker: 2 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx2_gen1_dep8_batch512_eplb0_mtp0.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - conc-list: [8192] + prefill: + num-worker: 3 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx3_gen1_dep8_batch1024_eplb0_mtp0.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - conc-list: [4611] + prefill: + num-worker: 3 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/1k1k/stp/ctx3_gen2_dep8_batch256_eplb0_mtp0.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + + - isl: 8192 + osl: 1024 + search-space: + - spec-decoding: "mtp" + conc-list: [2198] + prefill: + num-worker: 10 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/mtp/ctx10_gen1_dep8_batch256_eplb0_mtp1.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - spec-decoding: "mtp" + conc-list: [52] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/mtp/ctx1_gen4_tep4_batch8_eplb0_mtp3.yaml" + decode: + num-worker: 4 + tp: 4 + ep: 4 + dp-attn: false + - spec-decoding: "mtp" + conc-list: [8] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/mtp/ctx1_gen4_tep8_batch1_eplb0_mtp3.yaml" + decode: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: false + - spec-decoding: "mtp" + conc-list: [32] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/mtp/ctx1_gen4_tep8_batch4_eplb0_mtp3.yaml" + decode: + num-worker: 4 + tp: 8 + ep: 8 + dp-attn: false + - spec-decoding: "mtp" + conc-list: [181] + prefill: + num-worker: 3 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/mtp/ctx3_gen1_dep8_batch16_eplb0_mtp3.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - spec-decoding: "mtp" + conc-list: [1197] + prefill: + num-worker: 9 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/mtp/ctx9_gen1_dep8_batch128_eplb0_mtp1.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + + # Non-MTP configurations + - conc-list: [105] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx1_gen3_tep4_batch32_eplb0_mtp0.yaml" + decode: + num-worker: 3 + tp: 4 + ep: 4 + dp-attn: false + - conc-list: [63] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx1_gen3_tep8_batch16_eplb0_mtp0.yaml" + decode: + num-worker: 3 + tp: 8 + ep: 8 + dp-attn: false + - conc-list: [4] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx1_gen3_tep8_batch1_eplb0_mtp0.yaml" + decode: + num-worker: 3 + tp: 8 + ep: 8 + dp-attn: false + - conc-list: [12] + prefill: + num-worker: 1 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx1_gen4_tep4_batch2_eplb0_mtp0.yaml" + decode: + num-worker: 4 + tp: 4 + ep: 4 + dp-attn: false + - conc-list: [589] + prefill: + num-worker: 5 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx5_gen2_dep8_batch32_eplb0_mtp0.yaml" + decode: + num-worker: 2 + tp: 8 + ep: 8 + dp-attn: true + - conc-list: [1093] + prefill: + num-worker: 6 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx6_gen1_dep8_batch128_eplb0_mtp0.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + - conc-list: [2048] + prefill: + num-worker: 8 + tp: 2 + ep: 2 + dp-attn: true + additional-settings: + - "CONFIG_FILE=recipies/trtllm/b300-fp4/8k1k/stp/ctx8_gen1_dep8_batch256_eplb0_mtp0.yaml" + decode: + num-worker: 1 + tp: 8 + ep: 8 + dp-attn: true + dsr1-fp4-b200-sglang: image: lmsysorg/sglang:v0.5.6-cu129-amd64 model: nvidia/DeepSeek-R1-0528-FP4-V2 diff --git a/.github/configs/runners.yaml b/.github/configs/runners.yaml index 5610ad273..7754dda67 100644 --- a/.github/configs/runners.yaml +++ b/.github/configs/runners.yaml @@ -60,3 +60,5 @@ mi355x-disagg: - 'mi355x-amds_2' gb200: - gb200-nv_0 +b300: +- 'b300-nv_0' diff --git a/perf-changelog.yaml b/perf-changelog.yaml index dca882976..042b030ba 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -260,3 +260,8 @@ - Add official GSM8k eval results to GPT-OSS and DeepSeek R1 scenarios pr-link: https://github.com/InferenceMAX/InferenceMAX/pull/558 evals-only: true +- config-keys: + - dsr1-fp4-b300-dynamo-trt + description: + - "Add DSR1 FP4 B300 Dynamo TRT configurations" + pr-link: https://github.com/InferenceMAX/InferenceMAX/pull/511 \ No newline at end of file diff --git a/runners/launch_b300-nv.sh b/runners/launch_b300-nv.sh new file mode 100644 index 000000000..3fc95e9c8 --- /dev/null +++ b/runners/launch_b300-nv.sh @@ -0,0 +1,166 @@ +#!/usr/bin/bash + +set -x + +echo "Cloning srt-slurm-trtllm repository..." +SRT_REPO_DIR="srt-slurm" +if [ -d "$SRT_REPO_DIR" ]; then + echo "Removing existing $SRT_REPO_DIR..." + rm -rf "$SRT_REPO_DIR" +fi + +git clone https://github.com/ishandhanani/srt-slurm.git "$SRT_REPO_DIR" +cd "$SRT_REPO_DIR" +git checkout b4abe4643a7009f3539b36bdc508408874a4c930 + +echo "Installing srtctl..." +curl -LsSf https://astral.sh/uv/install.sh | sh +source $HOME/.local/bin/env + +uv venv +source .venv/bin/activate +uv pip install -e . + +if ! command -v srtctl &> /dev/null; then + echo "Error: Failed to install srtctl" + exit 1 +fi + +echo "Configs available at: $SRT_REPO_DIR/" + +export SLURM_PARTITION="batch_1" +export SLURM_ACCOUNT="benchmark" + +SQUASH_FILE="/data/squash/$(echo "$IMAGE" | sed 's/[\/:@#]/_/g').sqsh" + +if [[ $MODEL_PREFIX == "dsr1" ]]; then + export MODEL_PATH="/scratch/models/deepseek-r1-0528-nvfp4-v2" + export SERVED_MODEL_NAME="deepseek-r1-fp4" +else + echo "Unsupported model prefix: $MODEL_PREFIX. Supported prefixes are: dsr1" + exit 1 +fi + +export ISL="$ISL" +export OSL="$OSL" + +# Create srtslurm.yaml for srtctl +echo "Creating srtslurm.yaml configuration..." +cat > srtslurm.yaml <&1) +echo "$SRTCTL_OUTPUT" + +# Extract JOB_ID from srtctl output (e.g., "✅ Job 1168 submitted!") +JOB_ID=$(echo "$SRTCTL_OUTPUT" | grep -oP '✅ Job \K[0-9]+' || echo "$SRTCTL_OUTPUT" | grep -oP 'Job \K[0-9]+') + +if [ -z "$JOB_ID" ]; then + echo "Error: Failed to extract JOB_ID from srtctl output" + exit 1 +fi + +echo "Extracted JOB_ID: $JOB_ID" + +# Wait for this specific job to complete +echo "Waiting for job $JOB_ID to complete..." +while [ -n "$(squeue -j $JOB_ID --noheader 2>/dev/null)" ]; do + echo "Job $JOB_ID still running..." + squeue -j $JOB_ID + sleep 30 +done +echo "Job $JOB_ID completed!" + +cat "outputs/$JOB_ID/logs/sweep_${JOB_ID}.log" + +echo "Collecting results..." + +# Use the JOB_ID to find the logs directory +# srtctl creates logs in outputs/JOB_ID/logs/ +LOGS_DIR="outputs/$JOB_ID/logs" + +if [ ! -d "$LOGS_DIR" ]; then + echo "Warning: Logs directory not found at $LOGS_DIR" + exit 1 +fi + +echo "Found logs directory: $LOGS_DIR" + +# Find all result subdirectories (e.g., sa-bench_isl_8192_osl_1024) +RESULT_SUBDIRS=$(find "$LOGS_DIR" -maxdepth 1 -type d -name "*isl*osl*" 2>/dev/null) + +if [ -z "$RESULT_SUBDIRS" ]; then + echo "Warning: No result subdirectories found in $LOGS_DIR" +else + # Process results from all configurations + for result_subdir in $RESULT_SUBDIRS; do + echo "Processing result subdirectory: $result_subdir" + + # Extract configuration info from directory name + CONFIG_NAME=$(basename "$result_subdir") + + # Find all result JSON files (e.g., results_concurrency_128_gpus_16_ctx_8_gen_8.json) + RESULT_FILES=$(find "$result_subdir" -name "results_concurrency_*.json" 2>/dev/null) + + for result_file in $RESULT_FILES; do + if [ -f "$result_file" ]; then + # Extract metadata from filename + filename=$(basename "$result_file") + concurrency=$(echo "$filename" | sed -n 's/results_concurrency_\([0-9]*\)_gpus_.*/\1/p') + gpus=$(echo "$filename" | sed -n 's/results_concurrency_[0-9]*_gpus_\([0-9]*\)_ctx_.*/\1/p') + ctx=$(echo "$filename" | sed -n 's/.*_ctx_\([0-9]*\)_gen_.*/\1/p') + gen=$(echo "$filename" | sed -n 's/.*_gen_\([0-9]*\)\.json/\1/p') + + echo "Processing concurrency $concurrency with $gpus GPUs (ctx: $ctx, gen: $gen): $result_file" + + WORKSPACE_RESULT_FILE="$GITHUB_WORKSPACE/${RESULT_FILENAME}_${CONFIG_NAME}_conc${concurrency}_gpus_${gpus}_ctx_${ctx}_gen_${gen}.json" + cp "$result_file" "$WORKSPACE_RESULT_FILE" + + echo "Copied result file to: $WORKSPACE_RESULT_FILE" + fi + done + done +fi + +echo "All result files processed" + +# Cleanup +echo "Cleaning up..." +deactivate 2>/dev/null || true +rm -rf .venv +echo "Cleanup complete" +