Enable chunked prefill by default (#1040)
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4
.github/workflows/e2e-test.yml
vendored
4
.github/workflows/e2e-test.yml
vendored
@@ -47,8 +47,8 @@ jobs:
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python3 -m unittest test_serving_throughput.TestServingThroughput.test_default_without_radix_cache
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timeout-minutes: 10
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- name: Benchmark Serving Throughput (w/ ChunkedPrefill)
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- name: Benchmark Serving Throughput (w/o ChunkedPrefill)
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run: |
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cd test/srt
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python3 -m unittest test_serving_throughput.TestServingThroughput.test_default_with_chunked_prefill
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python3 -m unittest test_serving_throughput.TestServingThroughput.test_default_without_chunked_prefill
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timeout-minutes: 10
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@@ -49,7 +49,7 @@ class ServerArgs:
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max_running_requests: Optional[int] = None
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max_num_reqs: Optional[int] = None
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max_total_tokens: Optional[int] = None
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chunked_prefill_size: int = -1
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chunked_prefill_size: int = 8192
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max_prefill_tokens: int = 16384
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schedule_policy: str = "lpm"
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schedule_conservativeness: float = 1.0
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@@ -86,11 +86,11 @@ class TestServingThroughput(unittest.TestCase):
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# A100 (PCIE) performance
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assert res["output_throughput"] > 930
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def test_default_with_chunked_prefill(self):
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def test_default_without_chunked_prefill(self):
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res = self.run_test(
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disable_radix_cache=ServerArgs.disable_radix_cache,
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disable_flashinfer=ServerArgs.disable_flashinfer,
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chunked_prefill_size=8192,
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chunked_prefill_size=-1,
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)
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if os.getenv("SGLANG_IS_IN_CI", "false") == "true":
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@@ -71,7 +71,7 @@ class TestServingThroughput(unittest.TestCase):
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if os.getenv("SGLANG_IS_IN_CI", "false") == "true":
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# A100 (PCIE) performance
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assert res["output_throughput"] >= 1400
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assert res["output_throughput"] > 1400
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def test_default_without_radix_cache(self):
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res = self.run_test(
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@@ -82,18 +82,18 @@ class TestServingThroughput(unittest.TestCase):
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if os.getenv("SGLANG_IS_IN_CI", "false") == "true":
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# A100 (PCIE) performance
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assert res["output_throughput"] >= 1450
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assert res["output_throughput"] > 1450
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def test_default_with_chunked_prefill(self):
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def test_default_without_chunked_prefill(self):
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res = self.run_test(
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disable_radix_cache=ServerArgs.disable_radix_cache,
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disable_flashinfer=ServerArgs.disable_flashinfer,
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chunked_prefill_size=8192,
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chunked_prefill_size=-1,
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)
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if os.getenv("SGLANG_IS_IN_CI", "false") == "true":
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# A100 (PCIE) performance
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assert res["output_throughput"] >= 1400
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assert res["output_throughput"] > 1400
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def test_all_cases(self):
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for disable_radix_cache in [False, True]:
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