minke.yu/sglang
1
0
Fork 0
Code Issues Pull Requests Actions 12 Packages Projects Releases Wiki Activity

[AMD] Test DeepSeek V4 FlashMLA backend variants nightly (#28290)

Browse Source
This commit is contained in:
Bingxu Chen
2026-06-16 01:03:26 -07:00
committed by GitHub
parent c5b9106c1a
commit 0fc2bc4a8b
5 changed files with 48 additions and 18 deletions
Download Patch File Download Diff File Expand all files Collapse all files
.github/workflows/nightly-test-amd-rocm720.yml
+32 -6
View File
@@ -1250,15 +1250,28 @@ jobs:
bash scripts/ci/amd/amd_ci_install_dependency.sh --skip-test-time-deps bash scripts/ci/amd/amd_ci_install_dependency.sh --skip-test-time-deps
bash scripts/ci/amd/amd_ci_exec.sh pip install tabulate bash scripts/ci/amd/amd_ci_exec.sh pip install tabulate
- name: Accuracy + Performance Test MI35x ROCm 7.2 (8-GPU DeepSeek-V4-Flash FP8 + FP4) - name: Accuracy + Performance Test MI35x ROCm 7.2 (8-GPU DeepSeek-V4-Flash FP8 + FP4, unified_kv_triton)
timeout-minutes: 300 timeout-minutes: 300
run: | run: |
> github_summary.md # Clear summary file > github_summary.md # Clear summary file
echo "## SGLANG_HACK_FLASHMLA_BACKEND=unified_kv_triton" >> github_summary.md
bash scripts/ci/amd/amd_ci_exec.sh -w /sglang-checkout/test \ bash scripts/ci/amd/amd_ci_exec.sh -w /sglang-checkout/test \
-e SGLANG_HACK_FLASHMLA_BACKEND=unified_kv_triton \
-e GITHUB_STEP_SUMMARY="/sglang-checkout/github_summary.md" \ -e GITHUB_STEP_SUMMARY="/sglang-checkout/github_summary.md" \
python3 run_suite.py --hw amd --suite nightly-amd-8-gpu-mi35x-deepseek-v4-flash --nightly --timeout-per-file 7200 ${{ (github.event_name == 'schedule' || inputs.continue_on_error) && '--continue-on-error' || '' }} || TEST_EXIT_CODE=$? python3 run_suite.py --hw amd --suite nightly-amd-8-gpu-mi35x-deepseek-v4-flash --nightly --timeout-per-file 7200 ${{ (github.event_name == 'schedule' || inputs.continue_on_error) && '--continue-on-error' || '' }}
echo "$(<github_summary.md )" >> $GITHUB_STEP_SUMMARY || true
- name: Accuracy + Performance Test MI35x ROCm 7.2 (8-GPU DeepSeek-V4-Flash FP8 + FP4, triton)
if: ${{ !cancelled() }}
timeout-minutes: 300
run: |
> github_summary.md # Clear summary file
echo "## SGLANG_HACK_FLASHMLA_BACKEND=triton" >> github_summary.md
bash scripts/ci/amd/amd_ci_exec.sh -w /sglang-checkout/test \
-e SGLANG_HACK_FLASHMLA_BACKEND=triton \
-e GITHUB_STEP_SUMMARY="/sglang-checkout/github_summary.md" \
python3 run_suite.py --hw amd --suite nightly-amd-8-gpu-mi35x-deepseek-v4-flash --nightly --timeout-per-file 7200 ${{ (github.event_name == 'schedule' || inputs.continue_on_error) && '--continue-on-error' || '' }}
echo "$(<github_summary.md )" >> $GITHUB_STEP_SUMMARY || true echo "$(<github_summary.md )" >> $GITHUB_STEP_SUMMARY || true
exit ${TEST_EXIT_CODE:-0}
nightly-8-gpu-mi35x-deepseek-v4-pro-rocm720: nightly-8-gpu-mi35x-deepseek-v4-pro-rocm720:
if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') && (!(inputs.job_filter || inputs.job_select) || (inputs.job_filter || inputs.job_select) == 'all' || contains(format(',{0},', inputs.job_filter || inputs.job_select), ',nightly-8-gpu-mi35x-deepseek-v4-pro-rocm720,')) if: (github.repository == 'sgl-project/sglang' || github.event_name == 'pull_request') && (!(inputs.job_filter || inputs.job_select) || (inputs.job_filter || inputs.job_select) == 'all' || contains(format(',{0},', inputs.job_filter || inputs.job_select), ',nightly-8-gpu-mi35x-deepseek-v4-pro-rocm720,'))
@@ -1285,15 +1298,28 @@ jobs:
bash scripts/ci/amd/amd_ci_install_dependency.sh --skip-test-time-deps bash scripts/ci/amd/amd_ci_install_dependency.sh --skip-test-time-deps
bash scripts/ci/amd/amd_ci_exec.sh pip install tabulate bash scripts/ci/amd/amd_ci_exec.sh pip install tabulate
- name: Accuracy + Performance Test MI35x ROCm 7.2 (8-GPU DeepSeek-V4-Pro FP8 + FP4) - name: Accuracy + Performance Test MI35x ROCm 7.2 (8-GPU DeepSeek-V4-Pro FP8 + FP4, unified_kv_triton)
timeout-minutes: 480 timeout-minutes: 480
run: | run: |
> github_summary.md # Clear summary file > github_summary.md # Clear summary file
echo "## SGLANG_HACK_FLASHMLA_BACKEND=unified_kv_triton" >> github_summary.md
bash scripts/ci/amd/amd_ci_exec.sh -w /sglang-checkout/test \ bash scripts/ci/amd/amd_ci_exec.sh -w /sglang-checkout/test \
-e SGLANG_HACK_FLASHMLA_BACKEND=unified_kv_triton \
-e GITHUB_STEP_SUMMARY="/sglang-checkout/github_summary.md" \ -e GITHUB_STEP_SUMMARY="/sglang-checkout/github_summary.md" \
python3 run_suite.py --hw amd --suite nightly-amd-8-gpu-mi35x-deepseek-v4-pro --nightly --timeout-per-file 14400 ${{ (github.event_name == 'schedule' || inputs.continue_on_error) && '--continue-on-error' || '' }} || TEST_EXIT_CODE=$? python3 run_suite.py --hw amd --suite nightly-amd-8-gpu-mi35x-deepseek-v4-pro --nightly --timeout-per-file 14400 ${{ (github.event_name == 'schedule' || inputs.continue_on_error) && '--continue-on-error' || '' }}
echo "$(<github_summary.md )" >> $GITHUB_STEP_SUMMARY || true
- name: Accuracy + Performance Test MI35x ROCm 7.2 (8-GPU DeepSeek-V4-Pro FP8 + FP4, triton)
if: ${{ !cancelled() }}
timeout-minutes: 480
run: |
> github_summary.md # Clear summary file
echo "## SGLANG_HACK_FLASHMLA_BACKEND=triton" >> github_summary.md
bash scripts/ci/amd/amd_ci_exec.sh -w /sglang-checkout/test \
-e SGLANG_HACK_FLASHMLA_BACKEND=triton \
-e GITHUB_STEP_SUMMARY="/sglang-checkout/github_summary.md" \
python3 run_suite.py --hw amd --suite nightly-amd-8-gpu-mi35x-deepseek-v4-pro --nightly --timeout-per-file 14400 ${{ (github.event_name == 'schedule' || inputs.continue_on_error) && '--continue-on-error' || '' }}
echo "$(<github_summary.md )" >> $GITHUB_STEP_SUMMARY || true echo "$(<github_summary.md )" >> $GITHUB_STEP_SUMMARY || true
exit ${TEST_EXIT_CODE:-0}
# ============================================================================== # ==============================================================================
# 8-GPU Kimi-K2.6 (MI30x + MI35x) # 8-GPU Kimi-K2.6 (MI30x + MI35x)
test/registered/amd/test_deepseek_v4_flash_fp4.py
+4 -3
View File
@@ -34,6 +34,7 @@ DEEPSEEK_V4_FP4_MODEL_PATH = os.environ.get(
"DEEPSEEK_V4_FP4_MODEL_PATH", "deepseek-ai/DeepSeek-V4-Flash" "DEEPSEEK_V4_FP4_MODEL_PATH", "deepseek-ai/DeepSeek-V4-Flash"
) )
SERVER_LAUNCH_TIMEOUT = 3600 SERVER_LAUNCH_TIMEOUT = 3600
FLASHMLA_BACKEND = os.environ.get("SGLANG_HACK_FLASHMLA_BACKEND", "unified_kv_triton")
# Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A). # Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A).
COMMON_ENV_VARS = { COMMON_ENV_VARS = {
@@ -44,7 +45,7 @@ COMMON_ENV_VARS = {
"SGLANG_USE_ROCM700A": "1", "SGLANG_USE_ROCM700A": "1",
"SGLANG_OPT_USE_FUSED_COMPRESS": "true", "SGLANG_OPT_USE_FUSED_COMPRESS": "true",
"SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true", "SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true",
"SGLANG_HACK_FLASHMLA_BACKEND": "unified_kv_triton", "SGLANG_HACK_FLASHMLA_BACKEND": FLASHMLA_BACKEND,
"SGLANG_OPT_FP8_WO_A_GEMM": "false", "SGLANG_OPT_FP8_WO_A_GEMM": "false",
"SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false", "SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false",
"SGLANG_OPT_USE_TOPK_V2": "false", "SGLANG_OPT_USE_TOPK_V2": "false",
@@ -126,7 +127,7 @@ class TestDeepseekV4Fp4(CustomTestCase):
if is_in_ci(): if is_in_ci():
write_github_step_summary( write_github_step_summary(
f"### test_gsm8k (deepseek-v4-flash-fp4)\n" f"### test_gsm8k (deepseek-v4-flash-fp4, {FLASHMLA_BACKEND})\n"
f'{metrics["accuracy"]=:.3f}\n' f'{metrics["accuracy"]=:.3f}\n'
) )
self.assertGreater(metrics["accuracy"], 0.91) self.assertGreater(metrics["accuracy"], 0.91)
@@ -185,7 +186,7 @@ class TestDeepseekV4Fp4(CustomTestCase):
report_results = results_data report_results = results_data
summary_lines = [ summary_lines = [
"### test_perf_8k_1k (deepseek-v4-flash-fp4)", f"### test_perf_8k_1k (deepseek-v4-flash-fp4, {FLASHMLA_BACKEND})",
"input_len=8192 output_len=1024", "input_len=8192 output_len=1024",
"", "",
"| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |", "| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |",
test/registered/amd/test_deepseek_v4_flash_fp8.py
+4 -3
View File
@@ -34,6 +34,7 @@ DEEPSEEK_V4_FP8_MODEL_PATH = os.environ.get(
"DEEPSEEK_V4_FP8_MODEL_PATH", "sgl-project/DeepSeek-V4-Flash-FP8" "DEEPSEEK_V4_FP8_MODEL_PATH", "sgl-project/DeepSeek-V4-Flash-FP8"
) )
SERVER_LAUNCH_TIMEOUT = 3600 SERVER_LAUNCH_TIMEOUT = 3600
FLASHMLA_BACKEND = os.environ.get("SGLANG_HACK_FLASHMLA_BACKEND", "unified_kv_triton")
# Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A). # Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A).
COMMON_ENV_VARS = { COMMON_ENV_VARS = {
@@ -44,7 +45,7 @@ COMMON_ENV_VARS = {
"SGLANG_USE_ROCM700A": "1", "SGLANG_USE_ROCM700A": "1",
"SGLANG_OPT_USE_FUSED_COMPRESS": "true", "SGLANG_OPT_USE_FUSED_COMPRESS": "true",
"SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true", "SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true",
"SGLANG_HACK_FLASHMLA_BACKEND": "unified_kv_triton", "SGLANG_HACK_FLASHMLA_BACKEND": FLASHMLA_BACKEND,
"SGLANG_OPT_FP8_WO_A_GEMM": "false", "SGLANG_OPT_FP8_WO_A_GEMM": "false",
"SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false", "SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false",
"SGLANG_OPT_USE_TOPK_V2": "false", "SGLANG_OPT_USE_TOPK_V2": "false",
@@ -126,7 +127,7 @@ class TestDeepseekV4Fp8(CustomTestCase):
if is_in_ci(): if is_in_ci():
write_github_step_summary( write_github_step_summary(
f"### test_gsm8k (deepseek-v4-flash-fp8)\n" f"### test_gsm8k (deepseek-v4-flash-fp8, {FLASHMLA_BACKEND})\n"
f'{metrics["accuracy"]=:.3f}\n' f'{metrics["accuracy"]=:.3f}\n'
) )
self.assertGreater(metrics["accuracy"], 0.91) self.assertGreater(metrics["accuracy"], 0.91)
@@ -185,7 +186,7 @@ class TestDeepseekV4Fp8(CustomTestCase):
report_results = results_data report_results = results_data
summary_lines = [ summary_lines = [
"### test_perf_8k_1k (deepseek-v4-flash-fp8)", f"### test_perf_8k_1k (deepseek-v4-flash-fp8, {FLASHMLA_BACKEND})",
"input_len=8192 output_len=1024", "input_len=8192 output_len=1024",
"", "",
"| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |", "| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |",
test/registered/amd/test_deepseek_v4_pro_fp4.py
+4 -3
View File
@@ -36,6 +36,7 @@ DEEPSEEK_V4_PRO_FP4_MODEL_PATH = os.environ.get(
) )
# Pro is 1.6T; weight load + warmup is much longer than Flash 285B. # Pro is 1.6T; weight load + warmup is much longer than Flash 285B.
SERVER_LAUNCH_TIMEOUT = 5400 SERVER_LAUNCH_TIMEOUT = 5400
FLASHMLA_BACKEND = os.environ.get("SGLANG_HACK_FLASHMLA_BACKEND", "unified_kv_triton")
# Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A). # Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A).
COMMON_ENV_VARS = { COMMON_ENV_VARS = {
@@ -46,7 +47,7 @@ COMMON_ENV_VARS = {
"SGLANG_USE_ROCM700A": "1", "SGLANG_USE_ROCM700A": "1",
"SGLANG_OPT_USE_FUSED_COMPRESS": "true", "SGLANG_OPT_USE_FUSED_COMPRESS": "true",
"SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true", "SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true",
"SGLANG_HACK_FLASHMLA_BACKEND": "unified_kv_triton", "SGLANG_HACK_FLASHMLA_BACKEND": FLASHMLA_BACKEND,
"SGLANG_OPT_FP8_WO_A_GEMM": "false", "SGLANG_OPT_FP8_WO_A_GEMM": "false",
"SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false", "SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false",
"SGLANG_OPT_USE_TOPK_V2": "false", "SGLANG_OPT_USE_TOPK_V2": "false",
@@ -128,7 +129,7 @@ class TestDeepseekV4ProFp4(CustomTestCase):
if is_in_ci(): if is_in_ci():
write_github_step_summary( write_github_step_summary(
f"### test_gsm8k (deepseek-v4-pro-fp4)\n" f"### test_gsm8k (deepseek-v4-pro-fp4, {FLASHMLA_BACKEND})\n"
f'{metrics["accuracy"]=:.3f}\n' f'{metrics["accuracy"]=:.3f}\n'
) )
self.assertGreater(metrics["accuracy"], 0.92) self.assertGreater(metrics["accuracy"], 0.92)
@@ -187,7 +188,7 @@ class TestDeepseekV4ProFp4(CustomTestCase):
report_results = results_data report_results = results_data
summary_lines = [ summary_lines = [
"### test_perf_8k_1k (deepseek-v4-pro-fp4)", f"### test_perf_8k_1k (deepseek-v4-pro-fp4, {FLASHMLA_BACKEND})",
"input_len=8192 output_len=1024", "input_len=8192 output_len=1024",
"", "",
"| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |", "| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |",
test/registered/amd/test_deepseek_v4_pro_fp8.py
+4 -3
View File
@@ -36,6 +36,7 @@ DEEPSEEK_V4_PRO_FP8_MODEL_PATH = os.environ.get(
) )
# Pro is 1.6T; weight load + warmup is much longer than Flash 285B. # Pro is 1.6T; weight load + warmup is much longer than Flash 285B.
SERVER_LAUNCH_TIMEOUT = 5400 SERVER_LAUNCH_TIMEOUT = 5400
FLASHMLA_BACKEND = os.environ.get("SGLANG_HACK_FLASHMLA_BACKEND", "unified_kv_triton")
# Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A). # Common DeepSeek-V4 env vars (AMD ROCm 7.2 path: AITER indexer + triton attn + ROCm700A).
COMMON_ENV_VARS = { COMMON_ENV_VARS = {
@@ -46,7 +47,7 @@ COMMON_ENV_VARS = {
"SGLANG_USE_ROCM700A": "1", "SGLANG_USE_ROCM700A": "1",
"SGLANG_OPT_USE_FUSED_COMPRESS": "true", "SGLANG_OPT_USE_FUSED_COMPRESS": "true",
"SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true", "SGLANG_OPT_USE_FUSED_COMPRESS_TRITON": "true",
"SGLANG_HACK_FLASHMLA_BACKEND": "unified_kv_triton", "SGLANG_HACK_FLASHMLA_BACKEND": FLASHMLA_BACKEND,
"SGLANG_OPT_FP8_WO_A_GEMM": "false", "SGLANG_OPT_FP8_WO_A_GEMM": "false",
"SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false", "SGLANG_OPT_USE_JIT_INDEXER_METADATA": "false",
"SGLANG_OPT_USE_TOPK_V2": "false", "SGLANG_OPT_USE_TOPK_V2": "false",
@@ -128,7 +129,7 @@ class TestDeepseekV4ProFp8(CustomTestCase):
if is_in_ci(): if is_in_ci():
write_github_step_summary( write_github_step_summary(
f"### test_gsm8k (deepseek-v4-pro-fp8)\n" f"### test_gsm8k (deepseek-v4-pro-fp8, {FLASHMLA_BACKEND})\n"
f'{metrics["accuracy"]=:.3f}\n' f'{metrics["accuracy"]=:.3f}\n'
) )
self.assertGreater(metrics["accuracy"], 0.91) self.assertGreater(metrics["accuracy"], 0.91)
@@ -187,7 +188,7 @@ class TestDeepseekV4ProFp8(CustomTestCase):
report_results = results_data report_results = results_data
summary_lines = [ summary_lines = [
"### test_perf_8k_1k (deepseek-v4-pro-fp8)", f"### test_perf_8k_1k (deepseek-v4-pro-fp8, {FLASHMLA_BACKEND})",
"input_len=8192 output_len=1024", "input_len=8192 output_len=1024",
"", "",
"| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |", "| batch size | latency (s) | input throughput (tok/s) | output throughput (tok/s) | ITL (ms) |",