diff --git a/.github/configs/nvidia-master.yaml b/.github/configs/nvidia-master.yaml index c4370f483..71fb257e8 100644 --- a/.github/configs/nvidia-master.yaml +++ b/.github/configs/nvidia-master.yaml @@ -798,6 +798,7 @@ dsr1-fp8-gb200-dynamo-sglang: additional-settings: - "PREFILL_NODES=4" - "N_ADDITIONAL_FRONTENDS=9" + - "SCRIPT_MODE=max-tpt" decode: num-worker: 1 tp: 1 @@ -852,17 +853,16 @@ dsr1-fp8-gb200-dynamo-sglang: - isl: 8192 osl: 1024 search-space: + # Low latency (1 prefill worker at DEP4 and 1 decode worker at DEP4) - spec-decoding: "none" - conc-list: [ 128, 256, 384, 448, 512, 576, 1024, 2048, 4096 ] + conc-list: [ 4, 8, 16, 32, 64, 128, 256, 512 ] prefill: - num-worker: 6 - # tp, ep, and dp-attn do nothing because they are hardcoded in the following file: - # https://github.com/Elnifio/dynamo/blob/update-result-file-name/components/backends/sglang/slurm_jobs/scripts/gb200-fp8.sh + num-worker: 1 tp: 1 ep: 1 dp-attn: true additional-settings: - - "PREFILL_NODES=12" + - "PREFILL_NODES=1" - "N_ADDITIONAL_FRONTENDS=8" decode: num-worker: 1 @@ -870,4 +870,95 @@ dsr1-fp8-gb200-dynamo-sglang: ep: 1 dp-attn: true additional-settings: - - "DECODE_NODES=6" + - "DECODE_NODES=1" + + # Middle and top of curve (5 prefill workers each at DEP8 and 1 decode worker at DEP32) + - spec-decoding: "none" + conc-list: [ 512, 1024, 2048, 6144 ] + prefill: + num-worker: 5 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "PREFILL_NODES=2" + - "N_ADDITIONAL_FRONTENDS=8" + decode: + num-worker: 1 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "DECODE_NODES=8" + +dsr1-fp4-gb200-dynamo-sglang: + # TODO: swap + image: nvcr.io/nvidia/ai-dynamo/sglang-runtime:0.5.1-rc0.pre1 + # TODO: what is the right name? + model: deepseek-ai/DeepSeek-R1-0528-fp4-v2 + model-prefix: dsr1 + runner: gb200 + precision: fp4 + framework: dynamo-sglang + multinode: true + disagg: true + seq-len-configs: + - isl: 1024 + osl: 1024 + search-space: + # Low latency (1 prefill worker at DEP4 and 2 decode workers at DEP4) + - spec-decoding: "none" + conc-list: [ 4, 8, 32, 64, 128, 112, 128, 256 ] + prefill: + num-worker: 1 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "PREFILL_NODES=1" + - "N_ADDITIONAL_FRONTENDS=8" + decode: + num-worker: 2 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "DECODE_NODES=2" + + # Mid curve (1 prefill worker at DEP4 and 1 decode workers at DEP48) + - spec-decoding: "none" + conc-list: [ 512, 1024, 2048, 4096, 8192 ] + prefill: + num-worker: 1 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "PREFILL_NODES=1" + - "N_ADDITIONAL_FRONTENDS=8" + decode: + num-worker: 2 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "DECODE_NODES=12" + + # Top of curve (1 prefill worker at DEP4 and 1 decode worker at DEP32) + - spec-decoding: "none" + conc-list: [ 8192, 12000, 15000 ] + prefill: + num-worker: 1 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "PREFILL_NODES=1" + - "N_ADDITIONAL_FRONTENDS=8" + decode: + num-worker: 2 + tp: 1 + ep: 1 + dp-attn: true + additional-settings: + - "DECODE_NODES=8" \ No newline at end of file diff --git a/benchmarks/dsr1_fp4_gb200_dynamo-sglang_slurm.sh b/benchmarks/dsr1_fp4_gb200_dynamo-sglang_slurm.sh new file mode 100644 index 000000000..7a668f30c --- /dev/null +++ b/benchmarks/dsr1_fp4_gb200_dynamo-sglang_slurm.sh @@ -0,0 +1,37 @@ + +#!/bin/bash + +set -x + +source "$(dirname "$0")/benchmark_lib.sh" + +check_env_vars CONC_LIST ISL OSL IMAGE SPEC_DECODING MODEL_PATH \ + PREFILL_NUM_WORKERS PREFILL_TP PREFILL_EP PREFILL_DP_ATTN \ + DECODE_NUM_WORKERS DECODE_TP DECODE_EP DECODE_DP_ATTN \ + PREFILL_NODES DECODE_NODES N_ADDITIONAL_FRONTENDS SGL_SLURM_JOBS_PATH # SGL_SLURM_JOBS_PATH FIXME + +# Always clone and setup Dynamo +echo "Cloning Dynamo repository..." +git clone --branch ishan/sa-1.1-sgl-dsr1 https://github.com/ai-dynamo/dynamo.git + +cd "$SGL_SLURM_JOBS_PATH" + +# Set up SGL launch script-specific environment variables +export TIME_LIMIT="04:00:00" +export MODEL_PATH=$MODEL_PATH +export CONFIG_DIR=$CONFIG_DIR +export CONTAINER_IMAGE=$IMAGE +export GPU_TYPE="gb200-fp4" + +# Launch jobs based on ISL/OSL +# Replace ' ' in CONC_LIST with 'x' such that the concurrency list is represented +# by a list of numbers delimted by 'x'. This is because of how the underlying launch script +# expects the concurrencies. +bash ./submit_disagg.sh $PREFILL_NODES \ + $PREFILL_NUM_WORKERS \ + $DECODE_NODES \ + $DECODE_NUM_WORKERS \ + $N_ADDITIONAL_FRONTENDS \ + $ISL $OSL "${CONC_LIST// /x}" inf \ + $GPU_TYPE \ + $SCRIPT_MODE \ No newline at end of file diff --git a/benchmarks/dsr1_fp8_gb200_dynamo-sglang_slurm.sh b/benchmarks/dsr1_fp8_gb200_dynamo-sglang_slurm.sh index 99e2c7afd..4e44b0414 100644 --- a/benchmarks/dsr1_fp8_gb200_dynamo-sglang_slurm.sh +++ b/benchmarks/dsr1_fp8_gb200_dynamo-sglang_slurm.sh @@ -12,11 +12,7 @@ check_env_vars CONC_LIST ISL OSL IMAGE SPEC_DECODING MODEL_PATH \ # Always clone and setup Dynamo echo "Cloning Dynamo repository..." -if [ "$ISL" = "1024" ] && [ "$OSL" = "1024" ]; then - git clone --branch ishan/sa-1.1-sgl-dsr1-fp8 https://github.com/ai-dynamo/dynamo.git -else - git clone --branch update-result-file-name https://github.com/Elnifio/dynamo.git -fi +git clone --branch ishan/sa-1.1-sgl-dsr1 https://github.com/ai-dynamo/dynamo.git cd "$SGL_SLURM_JOBS_PATH" @@ -25,6 +21,7 @@ export TIME_LIMIT="04:00:00" export MODEL_PATH=$MODEL_PATH export CONFIG_DIR=$CONFIG_DIR export CONTAINER_IMAGE=$IMAGE +export GPU_TYPE="gb200-fp8" # Launch jobs based on ISL/OSL # Replace ' ' in CONC_LIST with 'x' such that the concurrency list is represented @@ -36,4 +33,5 @@ bash ./submit_disagg.sh $PREFILL_NODES \ $DECODE_NUM_WORKERS \ $N_ADDITIONAL_FRONTENDS \ $ISL $OSL "${CONC_LIST// /x}" inf \ + $GPU_TYPE \ $SCRIPT_MODE \ No newline at end of file