268c325078
Fix range_ratio Bug in RandomDataset ( #16126 )
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Signed-off-by: jadewang21 <jadewangcn@outlook.com >
2025-04-10 15:31:17 -07:00
b2ce859bd2
Fix benchmark_throughput.py --backend=hf ( #16352 )
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Signed-off-by: mgoin <mgoin64@gmail.com >
2025-04-09 19:09:28 +00:00
95862f7b4d
[Benchmark][Doc] Update throughput benchmark and README ( #15998 )
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Signed-off-by: StevenShi-23 <shi.ziji.sm@gmail.com >
Signed-off-by: Roger Wang <ywang@roblox.com >
Co-authored-by: Roger Wang <ywang@roblox.com >
2025-04-04 09:39:02 -07:00
effc5d24fa
[Benchmark] Update Vision Arena Dataset and HuggingFaceDataset Setup ( #15748 )
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Signed-off-by: Jennifer Zhao <ai.jenniferzhao@gmail.com >
2025-03-31 15:38:58 +08:00
e7f720ea56
[Misc]add coding benchmark for speculative decoding ( #15303 )
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Signed-off-by: CXIAAAAA <cxia0209@gmail.com >
2025-03-28 10:47:05 +08:00
a6e0d096dd
[Feature] Add visionarena offline support for benchmark_throughput ( #14654 )
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Signed-off-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com >
Signed-off-by: Jennifer Zhao <ai.jenniferzhao@gmail.com >
Co-authored-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com >
Co-authored-by: Jennifer Zhao <JenZhao@users.noreply.github.com >
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com >
2025-03-14 04:07:54 +00:00
1253b15774
[Feature] Consolidate performance benchmark datasets ( #14036 )
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Signed-off-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com >
Signed-off-by: Roger Wang <ywang@roblox.com >
Co-authored-by: Jennifer Zhao <7443418+JenZhao@users.noreply.github.com >
Co-authored-by: Roger Wang <ywang@roblox.com >
2025-03-10 07:23:11 +00:00
58abe35455
[Benchmarks] Make detokenization optional in benchmark scripts ( #11697 )
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Signed-off-by: Jeremy Arnold <Jeremy.Arnold@amd.com >
2025-03-07 08:09:00 -08:00
0ca3b8e01c
[BUGFIX] Skip tokenization support for throughput benchmark ( #12712 )
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Signed-off-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu >
Signed-off-by: Aleksandr Malyshev <maleksan@amd.com >
Co-authored-by: root <root@banff-cyxtera-s73-5.ctr.dcgpu >
Co-authored-by: Aleksandr Malyshev <maleksan@amd.com >
2025-03-07 02:51:47 -08:00
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
e7ef74e26e
Fix some issues with benchmark data output ( #13641 )
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Signed-off-by: Huy Do <huydhn@gmail.com >
2025-02-24 10:23:18 +08:00
8aca27fa11
[Bugfix] Fix benchmark script bug: inaccurate stats for vllm backend when max_model_len < input_len + output_len ( #13691 )
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Signed-off-by: WangErXiao <863579016@qq.com >
2025-02-22 14:10:38 +08:00
45186834a0
Run v1 benchmark and integrate with PyTorch OSS benchmark database ( #13068 )
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Signed-off-by: Huy Do <huydhn@gmail.com >
2025-02-17 08:16:32 +00:00
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
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- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**
commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com >
Date: Fri Jan 31 14:18:24 2025 -0500
Add SPDX license headers to python source files
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
also be easily used by tools to help manage license compliance.
The Linux Foundation runs license scans against the codebase to help
ensure
we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
More information can be found on the SPDX site:
- https://spdx.dev/learn/handling-license-info/
Signed-off-by: Russell Bryant <rbryant@redhat.com >
commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com >
Date: Fri Jan 31 14:36:32 2025 -0500
Check for SPDX headers using pre-commit
Signed-off-by: Russell Bryant <rbryant@redhat.com >
---------
Signed-off-by: Russell Bryant <rbryant@redhat.com >
2025-02-02 11:58:18 -08:00
98356735ac
[misc] benchmark_throughput : Add LoRA ( #11267 )
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Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com >
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com >
2024-12-19 15:43:16 +08:00
4433195ab7
[Bugfix] Prevent benchmark_throughput.py from using duplicated random prompts ( #10753 )
2024-12-03 02:26:15 +00:00
d2e80332a7
[Feature] Update benchmark_throughput.py to support image input ( #9851 )
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Signed-off-by: Linkun Chen <github+anyscale@lkchen.net >
Co-authored-by: Linkun Chen <github+anyscale@lkchen.net >
2024-11-05 19:30:02 +00:00
9a5664d4a4
[Misc] Refactor benchmark_throughput.py ( #9779 )
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Signed-off-by: Linkun Chen <github+anyscale@lkchen.net >
Co-authored-by: Linkun Chen <lkchen@github.com >
Co-authored-by: Linkun Chen <github+anyscale@lkchen.net >
2024-11-04 14:32:16 -08:00
fd0e2cfdb2
[Misc] Separate total and output tokens in benchmark_throughput.py ( #8914 )
2024-10-23 16:47:20 +00:00
65050a40e6
[Bugfix] Generate exactly input_len tokens in benchmark_throughput ( #9592 )
2024-10-22 17:45:35 -07:00
cb6fdaa0a0
[Misc] Make benchmarks use EngineArgs ( #9529 )
2024-10-22 15:40:38 -07:00
81ede99ca4
[Core] Deprecating block manager v1 and make block manager v2 default ( #8704 )
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Removing the block manager v1. This is the initial piece of prefix-caching-centric design. In order to achieve prefix-caching-centric design, we need to simplify the code path so that we only use v2 block manager (which has much higher performance on prefix caching).
2024-10-17 11:38:15 -05:00
f3a507f1d3
[Core] Add an environment variable which needs to be set explicitly to allow BlockSpaceManagerV1 ( #9149 )
2024-10-10 14:17:17 +08:00
18b296fdb2
[core] remove beam search from the core ( #9105 )
2024-10-07 05:47:04 +00:00
168cab6bbf
[Frontend] API support for beam search ( #9087 )
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Co-authored-by: youkaichao <youkaichao@126.com >
2024-10-05 23:39:03 -07:00
0250dd68c5
re-implement beam search on top of vllm core ( #8726 )
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Co-authored-by: Brendan Wong <bjwpokemon@gmail.com >
2024-09-23 22:08:12 -07:00
855c8ae2c9
[MISC] remove engine_use_ray in benchmark_throughput.py ( #8615 )
2024-09-18 22:33:20 -07:00
8baa454937
[Misc] Move device options to a single place ( #8322 )
2024-09-11 13:25:58 -07:00
d4db9f53c8
[Benchmark] Add --async-engine option to benchmark_throughput.py ( #7964 )
2024-09-03 20:57:41 -04:00
2eedede875
[Core] Asynchronous Output Processor ( #7049 )
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Co-authored-by: Alexander Matveev <alexm@neuralmagic.com >
2024-08-26 20:53:20 -07:00
9db93de20c
[Core] Add multi-step support to LLMEngine ( #7789 )
2024-08-23 12:45:53 -07:00
57f09a419c
[Hardware][Intel] OpenVINO vLLM backend ( #5379 )
2024-06-28 13:50:16 +00:00
8065a7e220
[Frontend] Add FlexibleArgumentParser to support both underscore and dash in names ( #5718 )
2024-06-20 17:00:13 -06:00
728c4c8a06
[Hardware][Intel GPU] Add Intel GPU(XPU) inference backend ( #3814 )
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Co-authored-by: Jiang Li <jiang1.li@intel.com >
Co-authored-by: Abhilash Majumder <abhilash.majumder@intel.com >
Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com >
2024-06-17 11:01:25 -07:00
0e9164b40a
[mypy] Enable type checking for test directory ( #5017 )
2024-06-15 04:45:31 +00:00
319ad7f1d3
[CI/Build][Misc] Add CI that benchmarks vllm performance on those PRs with perf-benchmarks label ( #5073 )
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Co-authored-by: simon-mo <simon.mo@hey.com >
2024-06-13 22:36:20 -07:00
1a8bfd92d5
[Hardware] Initial TPU integration ( #5292 )
2024-06-12 11:53:03 -07:00
b3376e5c76
[Misc] Add args for selecting distributed executor to benchmarks ( #5335 )
2024-06-08 09:20:16 +08:00
a3a73ab069
[Misc] Load FP8 kv-cache scaling factors from checkpoints ( #4893 )
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The 2nd PR for #4532 .
This PR supports loading FP8 kv-cache scaling factors from a FP8 checkpoint (with .kv_scale parameter).
2024-05-22 13:28:20 -07:00
f09edd8a25
Add JSON output support for benchmark_latency and benchmark_throughput ( #4848 )
2024-05-16 10:02:56 -07:00
a395a638c2
[Misc] Use public API in benchmark_throughput ( #4300 )
2024-04-24 21:10:24 +00:00
53b018edcb
[Bugfix] Get available quantization methods from quantization registry ( #4098 )
2024-04-18 00:21:55 -07:00
67b4221a61
[Core][5/N] Fully working chunked prefill e2e ( #3884 )
2024-04-10 17:56:48 -07:00
c013d32c75
[Benchmark] Add cpu options to bench scripts ( #3915 )
2024-04-09 21:30:03 -07:00
b7782002e1
[Benchmark] Refactor sample_requests in benchmark_throughput ( #3613 )
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Co-authored-by: Roger Wang <ywang@roblox.com >
2024-04-04 09:56:22 +00:00
2ff767b513
Enable scaled FP8 (e4m3fn) KV cache on ROCm (AMD GPU) ( #3290 )
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Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com >
Co-authored-by: HaiShaw <hixiao@gmail.com >
Co-authored-by: AdrianAbeyta <Adrian.Abeyta@amd.com >
Co-authored-by: Matthew Wong <Matthew.Wong2@amd.com >
Co-authored-by: root <root@gt-pla-u18-08.pla.dcgpu >
Co-authored-by: mawong-amd <156021403+mawong-amd@users.noreply.github.com >
Co-authored-by: ttbachyinsda <ttbachyinsda@outlook.com >
Co-authored-by: guofangze <guofangze@kuaishou.com >
Co-authored-by: Michael Goin <mgoin64@gmail.com >
Co-authored-by: jacobthebanana <50071502+jacobthebanana@users.noreply.github.com >
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu >
2024-04-03 14:15:55 -07:00
98a42e7078
[Benchmark] Change mii to use persistent deployment and support tensor parallel ( #3628 )
2024-03-28 17:33:52 -07:00
1956931436
[Misc] add the "download-dir" option to the latency/throughput benchmarks ( #3621 )
2024-03-27 13:39:05 -07:00
01bfb22b41
[CI] Try introducing isort. ( #3495 )
2024-03-25 07:59:47 -07:00
9cbc7e5f3b
enable --gpu-memory-utilization in benchmark_throughput.py ( #3175 )
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Co-authored-by: zixiao <shunli.dsl@alibaba-inc.com >
2024-03-04 10:37:58 -08:00
