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[AMD] Use upstream SGLang images on mi300, mi325 and mi355 for dsr1fp8 #307

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Merged
rkarhila-amd merged 4 commits into from
Dec 10, 2025
Merged

[AMD] Use upstream SGLang images on mi300, mi325 and mi355 for dsr1fp8 #307

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51a5519
Switching dsr1 fp8 to lmsys images for MI355, MI325 and MI300
rkarhila-amd Dec 8, 2025
9fe1942
formatting
rkarhila-amd Dec 8, 2025
cd45fe2
Merge branch 'main' into update_images_for_dsr1fp8_MI300_MI325_MI355
chunfangamd Dec 8, 2025
9043092
Merge branch 'InferenceMAX:main' into update_images_for_dsr1fp8_MI300…
rkarhila-amd Dec 10, 2025
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6 changes: 3 additions & 3 deletions .github/configs/amd-master.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ dsr1-fp4-mi355x-sglang:
- { tp: 8, conc-start: 4, conc-end: 64 }

dsr1-fp8-mi300x-sglang:
image: rocm/7.0:rocm7.0_ubuntu_22.04_sgl-dev-v0.5.2-rocm7.0-mi30x-20250915
image: lmsysorg/sglang:v0.5.5.post3-rocm700-mi30x
model: deepseek-ai/DeepSeek-R1-0528
model-prefix: dsr1
runner: mi300x
Expand All @@ -44,7 +44,7 @@ dsr1-fp8-mi300x-sglang:
- { tp: 8, conc-start: 4, conc-end: 64 }

dsr1-fp8-mi325x-sglang:
image: rocm/7.0:rocm7.0_ubuntu_22.04_sgl-dev-v0.5.2-rocm7.0-mi30x-20250915
image: lmsysorg/sglang:v0.5.5.post3-rocm700-mi30x
model: deepseek-ai/DeepSeek-R1-0528
model-prefix: dsr1
runner: mi325x
Expand All @@ -66,7 +66,7 @@ dsr1-fp8-mi325x-sglang:
- { tp: 8, conc-start: 4, conc-end: 64 }

dsr1-fp8-mi355x-sglang:
image: rocm/7.0:rocm7.0_ubuntu_22.04_sgl-dev-v0.5.2-rocm7.0-mi35x-20250915
image: lmsysorg/sglang:v0.5.5.post3-rocm700-mi35x
model: deepseek-ai/DeepSeek-R1-0528
model-prefix: dsr1
runner: mi355x
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4 changes: 4 additions & 0 deletions benchmarks/dsr1_fp8_mi355x_docker.sh
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Expand Up @@ -14,10 +14,13 @@
# https://rocm.docs.amd.com/en/docs-7.0-docker/benchmark-docker/inference-sglang-deepseek-r1-fp8.html

export SGLANG_USE_AITER=1
export RCCL_MSCCL_ENABLE=0
export ROCM_QUICK_REDUCE_QUANTIZATION=INT4

SERVER_LOG=$(mktemp /tmp/server-XXXXXX.log)

python3 -m sglang.launch_server \
--attention-backend aiter \
--model-path $MODEL \
--host=0.0.0.0 \
--port $PORT \
Expand All @@ -27,6 +30,7 @@ python3 -m sglang.launch_server \
--mem-fraction-static 0.8 --disable-radix-cache \
--num-continuous-decode-steps 4 \
--max-prefill-tokens 196608 \
--enable-torch-compile \
--cuda-graph-max-bs 128 > $SERVER_LOG 2>&1 &

SERVER_PID=$!
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6 changes: 5 additions & 1 deletion benchmarks/dsr1_fp8_mi355x_slurm.sh
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Expand Up @@ -12,11 +12,14 @@

export HF_MODULES_CACHE="/tmp/hf_modules_cache/"
export SGLANG_USE_AITER=1
export RCCL_MSCCL_ENABLE=0
export ROCM_QUICK_REDUCE_QUANTIZATION=INT4

SERVER_LOG=$(mktemp /tmp/server-XXXXXX.log)

set -x
python3 -m sglang.launch_server \
--attention-backend aiter \
--model-path $MODEL \
--host=0.0.0.0 \
--port $PORT \
Expand All @@ -27,7 +30,8 @@ python3 -m sglang.launch_server \
--disable-radix-cache \
--num-continuous-decode-steps 4 \
--max-prefill-tokens 196608 \
--cuda-graph-max-bs 128 > $SERVER_LOG 2>&1 &
--cuda-graph-max-bs 128 \
--enable-torch-compile > $SERVER_LOG 2>&1 &

SERVER_PID=$!

Expand Down