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[Benchmark] Add --async-engine option to benchmark_throughput.py #7964

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merged 2 commits into from
Sep 4, 2024
Merged

[Benchmark] Add --async-engine option to benchmark_throughput.py #7964

merged 2 commits into from
Sep 4, 2024

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@njhill njhill commented Aug 28, 2024 •
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Uses AsyncLLMEngine interface (rather than LLM)

Will use decoupled front-end depending on whether or not --disable-frontend-multiprocessing is also specified.

@njhill njhill mentioned this pull request Aug 28, 2024
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@njhill
[Benchmark] Add --async-engine option to benchmark_throughput.py
bd5ba81 
Uses AsyncLLMEngine interface (or rather than LLM)

Will use decoupled front-end depending on whether or not
--disable-frontend-multiprocessing is also specified.
@njhill njhill changed the title [Benchmark] Add async throughput benchmark [Benchmark] Add --async-engine option to benchmark_throughput.py Sep 3, 2024
@vllm-project vllm-project deleted a comment from github-actions bot Sep 3, 2024
@njhill njhill marked this pull request as ready for review September 3, 2024 21:48
@njhill njhill changed the title [Benchmark] Add --async-engine option to benchmark_throughput.py [Benchmark] Add --async-engine option to benchmark_throughput.py Sep 3, 2024
@njhill njhill added the ready ONLY add when PR is ready to merge/full CI is needed label Sep 3, 2024
comaniac
comaniac approved these changes Sep 4, 2024
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LGTM. Just a nit

benchmarks/benchmark_throughput.py
Comment on lines +336 to +340
if args.async_engine:
run_args.append(args.disable_frontend_multiprocessing)
elapsed_time = uvloop.run(run_vllm_async(*run_args))
else:
elapsed_time = run_vllm(*run_args)
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Nit: better to use kwargs

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Agree, but the list was already passed as regular args so this involved minimal changes.

@robertgshaw2-neuralmagic robertgshaw2-neuralmagic merged commit d4db9f5 into vllm-project:main Sep 4, 2024
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@njhill njhill deleted the async-llm-eng-bench branch September 4, 2024 01:01
@njhill njhill mentioned this pull request Sep 4, 2024
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triple-Mu pushed a commit to triple-Mu/vllm_official that referenced this pull request Sep 4, 2024
@njhill @triple-Mu
[Benchmark] Add --async-engine option to benchmark_throughput.py (v…
468ae41 
…llm-project#7964)
dsikka pushed a commit to neuralmagic/vllm that referenced this pull request Sep 5, 2024
@njhill @dsikka
[Benchmark] Add --async-engine option to benchmark_throughput.py (v…
35c720c 
…llm-project#7964)
opus24 added a commit to Hyper-Accel/vllm that referenced this pull request Sep 10, 2024
@opus24
Squashed commit of the following:
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commit a1d8742
Author: Simon Mo <[email protected]>
Date:   Mon Sep 9 23:21:00 2024 -0700

    Add NVIDIA Meetup slides, announce AMD meetup, and add contact info (vllm-project#8319)

commit 6cd5e5b
Author: Dipika Sikka <[email protected]>
Date:   Mon Sep 9 23:02:52 2024 -0400

    [Misc] Fused MoE Marlin support for GPTQ (vllm-project#8217)

commit c7cb5c3
Author: Kyle Sayers <[email protected]>
Date:   Mon Sep 9 16:27:26 2024 -0400

    [Misc] GPTQ Activation Ordering (vllm-project#8135)

commit f9b4a2d
Author: Vladislav Kruglikov <[email protected]>
Date:   Mon Sep 9 21:20:46 2024 +0300

    [Bugfix] Correct adapter usage for cohere and jamba (vllm-project#8292)

commit 58fcc85
Author: Adam Lugowski <[email protected]>
Date:   Mon Sep 9 11:16:37 2024 -0700

    [Frontend] Add progress reporting to run_batch.py (vllm-project#8060)

    Co-authored-by: Adam Lugowski <[email protected]>

commit 08287ef
Author: Kyle Mistele <[email protected]>
Date:   Mon Sep 9 09:45:11 2024 -0500

    [Bugfix] Streamed tool calls now more strictly follow OpenAI's format; ensures Vercel AI SDK compatibility (vllm-project#8272)

commit 4ef41b8
Author: Alexander Matveev <[email protected]>
Date:   Sun Sep 8 00:01:51 2024 -0400

    [Bugfix] Fix async postprocessor in case of preemption (vllm-project#8267)

commit cfe712b
Author: Joe Runde <[email protected]>
Date:   Sat Sep 7 14:03:16 2024 -0600

    [CI/Build] Use python 3.12 in cuda image (vllm-project#8133)

    Signed-off-by: Joe Runde <[email protected]>

commit b962ee1
Author: sumitd2 <[email protected]>
Date:   Sat Sep 7 23:48:40 2024 +0530

    ppc64le: Dockerfile fixed, and a script for buildkite (vllm-project#8026)

commit 36bf815
Author: Isotr0py <[email protected]>
Date:   Sun Sep 8 01:45:44 2024 +0800

    [Model][VLM] Decouple weight loading logic for `Paligemma` (vllm-project#8269)

commit e807125
Author: Isotr0py <[email protected]>
Date:   Sat Sep 7 16:38:23 2024 +0800

    [Model][VLM] Support multi-images inputs for InternVL2 models (vllm-project#8201)

commit 9f68e00
Author: Cyrus Leung <[email protected]>
Date:   Sat Sep 7 16:02:39 2024 +0800

    [Bugfix] Fix broken OpenAI tensorizer test (vllm-project#8258)

commit ce2702a
Author: youkaichao <[email protected]>
Date:   Fri Sep 6 22:40:46 2024 -0700

    [tpu][misc] fix typo (vllm-project#8260)

commit 795b662
Author: Wei-Sheng Chin <[email protected]>
Date:   Fri Sep 6 20:18:16 2024 -0700

    Enable Random Prefix Caching in Serving Profiling Tool (benchmark_serving.py) (vllm-project#8241)

commit 2f707fc
Author: Cyrus Leung <[email protected]>
Date:   Sat Sep 7 10:57:24 2024 +0800

    [Model] Multi-input support for LLaVA (vllm-project#8238)

commit 41e95c5
Author: Kyle Mistele <[email protected]>
Date:   Fri Sep 6 21:49:01 2024 -0500

    [Bugfix] Fix Hermes tool call chat template bug (vllm-project#8256)

    Co-authored-by: Kyle Mistele <[email protected]>

commit 12dd715
Author: William Lin <[email protected]>
Date:   Fri Sep 6 17:48:48 2024 -0700

    [misc] [doc] [frontend] LLM torch profiler support (vllm-project#7943)

commit 29f49cd
Author: Patrick von Platen <[email protected]>
Date:   Sat Sep 7 01:02:05 2024 +0200

    [Model] Allow loading from original Mistral format (vllm-project#8168)

    Co-authored-by: Michael Goin <[email protected]>

commit 23f3222
Author: Dipika Sikka <[email protected]>
Date:   Fri Sep 6 18:29:03 2024 -0400

    [Misc] Remove `SqueezeLLM` (vllm-project#8220)

commit 9db52ea
Author: rasmith <[email protected]>
Date:   Fri Sep 6 17:26:09 2024 -0500

    [Kernel] [Triton] Memory optimization for awq_gemm and awq_dequantize, 2x throughput (vllm-project#8248)

commit 1447c97
Author: Alexey Kondratiev(AMD) <[email protected]>
Date:   Fri Sep 6 14:51:03 2024 -0400

    [CI/Build] Increasing timeout for multiproc worker tests (vllm-project#8203)

commit de80783
Author: Rui Qiao <[email protected]>
Date:   Fri Sep 6 09:18:35 2024 -0700

    [Misc] Use ray[adag] dependency instead of cuda (vllm-project#7938)

commit e5cab71
Author: afeldman-nm <[email protected]>
Date:   Fri Sep 6 12:01:14 2024 -0400

    [Frontend] Add --logprobs argument to `benchmark_serving.py` (vllm-project#8191)

commit baa5467
Author: Nick Hill <[email protected]>
Date:   Thu Sep 5 20:39:29 2024 -0700

    [BugFix] Fix Granite model configuration (vllm-project#8216)

commit db3bf7c
Author: Jiaxin Shan <[email protected]>
Date:   Thu Sep 5 18:10:33 2024 -0700

    [Core] Support load and unload LoRA in api server (vllm-project#6566)

    Co-authored-by: Jee Jee Li <[email protected]>

commit 2febcf2
Author: sroy745 <[email protected]>
Date:   Thu Sep 5 13:25:29 2024 -0700

    [Documentation][Spec Decode] Add documentation about lossless guarantees in Speculative Decoding in vLLM (vllm-project#7962)

commit 2ee4528
Author: Michael Goin <[email protected]>
Date:   Thu Sep 5 11:09:46 2024 -0400

    Move verify_marlin_supported to GPTQMarlinLinearMethod (vllm-project#8165)

commit 9da25a8
Author: Alex Brooks <[email protected]>
Date:   Thu Sep 5 06:48:10 2024 -0600

    [MODEL] Qwen Multimodal Support (Qwen-VL / Qwen-VL-Chat) (vllm-project#8029)

    Signed-off-by: Alex-Brooks <[email protected]>
    Co-authored-by: DarkLight1337 <[email protected]>

commit 8685ba1
Author: [email protected] <[email protected]>
Date:   Thu Sep 5 17:03:37 2024 +0530

    Inclusion of InternVLChatModel In PP_SUPPORTED_MODELS(Pipeline Parallelism) (vllm-project#7860)

commit 288a938
Author: Cyrus Leung <[email protected]>
Date:   Thu Sep 5 18:51:53 2024 +0800

    [Doc] Indicate more information about supported modalities (vllm-project#8181)

commit e39ebf5
Author: Elfie Guo <[email protected]>
Date:   Wed Sep 4 22:12:26 2024 -0700

    [Core/Bugfix] Add query dtype as per FlashInfer API requirements. (vllm-project#8173)

commit ba262c4
Author: Kevin H. Luu <[email protected]>
Date:   Wed Sep 4 20:33:12 2024 -0700

    [ci] Mark LoRA test as soft-fail (vllm-project#8160)

    Signed-off-by: kevin <[email protected]>

commit 4624d98
Author: Woosuk Kwon <[email protected]>
Date:   Wed Sep 4 20:31:48 2024 -0700

    [Misc] Clean up RoPE forward_native (vllm-project#8076)

commit 1afc931
Author: William Lin <[email protected]>
Date:   Wed Sep 4 17:35:36 2024 -0700

    [bugfix] >1.43 constraint for openai (vllm-project#8169)

    Co-authored-by: Michael Goin <[email protected]>

commit e01c2be
Author: Maureen McElaney <[email protected]>
Date:   Wed Sep 4 19:50:13 2024 -0400

    [Doc] [Misc] Create CODE_OF_CONDUCT.md (vllm-project#8161)

commit 32e7db2
Author: Simon Mo <[email protected]>
Date:   Wed Sep 4 16:34:27 2024 -0700

    Bump version to v0.6.0 (vllm-project#8166)

commit 008cf88
Author: Harsha vardhan manoj Bikki <[email protected]>
Date:   Wed Sep 4 16:33:43 2024 -0700

    [Neuron] Adding support for adding/ overriding neuron configuration a… (vllm-project#8062)

    Co-authored-by: Harsha Bikki <[email protected]>

commit 77d9e51
Author: Cody Yu <[email protected]>
Date:   Wed Sep 4 13:23:22 2024 -0700

    [MISC] Replace input token throughput with total token throughput (vllm-project#8164)

    Co-authored-by: Michael Goin <[email protected]>

commit e02ce49
Author: Kyle Mistele <[email protected]>
Date:   Wed Sep 4 15:18:13 2024 -0500

    [Feature] OpenAI-Compatible Tools API + Streaming for Hermes & Mistral models (vllm-project#5649)

    Co-authored-by: constellate <[email protected]>
    Co-authored-by: Kyle Mistele <[email protected]>

commit 561d6f8
Author: Woosuk Kwon <[email protected]>
Date:   Wed Sep 4 13:05:50 2024 -0700

    [CI] Change test input in Gemma LoRA test (vllm-project#8163)

commit d1dec64
Author: alexeykondrat <[email protected]>
Date:   Wed Sep 4 14:57:54 2024 -0400

    [CI/Build][ROCm] Enabling LoRA tests on ROCm (vllm-project#7369)

    Co-authored-by: Simon Mo <[email protected]>

commit 2ad2e56
Author: Cody Yu <[email protected]>
Date:   Wed Sep 4 11:53:25 2024 -0700

    [MISC] Consolidate FP8 kv-cache tests (vllm-project#8131)

commit d331156
Author: wnma <[email protected]>
Date:   Wed Sep 4 18:55:37 2024 +0800

    [Bugfix] remove post_layernorm in siglip (vllm-project#8106)

commit ccd7207
Author: TimWang <[email protected]>
Date:   Wed Sep 4 14:17:05 2024 +0800

    chore: Update check-wheel-size.py to read MAX_SIZE_MB from env (vllm-project#8103)

commit 855c262
Author: Cyrus Leung <[email protected]>
Date:   Wed Sep 4 13:22:17 2024 +0800

    [Frontend] Multimodal support in offline chat (vllm-project#8098)

commit 2be8ec6
Author: Peter Salas <[email protected]>
Date:   Tue Sep 3 21:38:21 2024 -0700

    [Model] Add Ultravox support for multiple audio chunks (vllm-project#7963)

commit e16fa99
Author: Dipika Sikka <[email protected]>
Date:   Tue Sep 3 22:12:41 2024 -0400

    [Misc] Update fbgemmfp8 to use `vLLMParameters` (vllm-project#7972)

    Co-authored-by: Michael Goin <[email protected]>

commit 61f4a93
Author: Woosuk Kwon <[email protected]>
Date:   Tue Sep 3 18:35:33 2024 -0700

    [TPU][Bugfix] Use XLA rank for persistent cache path (vllm-project#8137)

commit d4db9f5
Author: Nick Hill <[email protected]>
Date:   Tue Sep 3 17:57:41 2024 -0700

    [Benchmark] Add `--async-engine` option to benchmark_throughput.py (vllm-project#7964)

commit 2188a60
Author: Dipika Sikka <[email protected]>
Date:   Tue Sep 3 17:21:44 2024 -0400

    [Misc] Update `GPTQ` to use `vLLMParameters` (vllm-project#7976)

commit dc0b606
Author: Simon Mo <[email protected]>
Date:   Tue Sep 3 14:11:42 2024 -0700

    [CI] Change PR remainder to avoid at-mentions (vllm-project#8134)

commit 0af3abe
Author: Woosuk Kwon <[email protected]>
Date:   Tue Sep 3 13:29:24 2024 -0700

    [TPU][Bugfix] Fix next_token_ids shape (vllm-project#8128)

commit f1575dc
Author: Kevin H. Luu <[email protected]>
Date:   Tue Sep 3 13:25:09 2024 -0700

    [ci] Fix GHA workflow  (vllm-project#8129)

    Signed-off-by: kevin <[email protected]>

commit c02638e
Author: tomeras91 <[email protected]>
Date:   Tue Sep 3 22:37:08 2024 +0300

    [CI/Build] make pip install vllm work in macos (for import only) (vllm-project#8118)

commit 652c83b
Author: Antoni Baum <[email protected]>
Date:   Tue Sep 3 12:28:25 2024 -0700

    [Misc] Raise a more informative exception in add/remove_logger (vllm-project#7750)

commit 6d646d0
Author: Alexander Matveev <[email protected]>
Date:   Tue Sep 3 14:50:29 2024 -0400

    [Core] Optimize Async + Multi-step (vllm-project#8050)

commit 95a178f
Author: Kevin H. Luu <[email protected]>
Date:   Tue Sep 3 11:32:27 2024 -0700

    [CI] Only PR reviewers/committers can trigger CI on PR (vllm-project#8124)

    Signed-off-by: kevin <[email protected]>

commit bd852f2
Author: Cody Yu <[email protected]>
Date:   Tue Sep 3 10:49:18 2024 -0700

    [Performance] Enable chunked prefill and prefix caching together (vllm-project#8120)

    Co-authored-by: Tao He <[email protected]>
    Co-authored-by: Juelianqvq <[email protected]>

commit ec26653
Author: Isotr0py <[email protected]>
Date:   Tue Sep 3 21:37:52 2024 +0800

    [Bugfix][VLM] Add fallback to SDPA for ViT model running on CPU backend (vllm-project#8061)

commit 0fbc669
Author: Woosuk Kwon <[email protected]>
Date:   Mon Sep 2 20:35:42 2024 -0700

    [Bugfix] Fix single output condition in output processor (vllm-project#7881)

commit 6e36f4f
Author: wang.yuqi <[email protected]>
Date:   Tue Sep 3 05:20:12 2024 +0800

    improve chunked prefill performance

    [Bugfix] Fix vllm-project#7592 vllm 0.5.4 enable_chunked_prefill throughput is slightly lower than 0.5.3~0.5.0. (vllm-project#7874)

commit dd2a6a8
Author: Isotr0py <[email protected]>
Date:   Mon Sep 2 23:48:56 2024 +0800

    [Bugfix] Fix internlm2 tensor parallel inference (vllm-project#8055)

commit 4ca65a9
Author: Isotr0py <[email protected]>
Date:   Mon Sep 2 20:43:26 2024 +0800

    [Core][Bugfix] Accept GGUF model without .gguf extension (vllm-project#8056)

commit e2b2aa5
Author: Woosuk Kwon <[email protected]>
Date:   Sun Sep 1 23:09:46 2024 -0700

    [TPU] Align worker index with node boundary (vllm-project#7932)

commit e6a26ed
Author: Lily Liu <[email protected]>
Date:   Sun Sep 1 21:23:29 2024 -0700

    [SpecDecode][Kernel] Flashinfer Rejection Sampling (vllm-project#7244)

commit f8d6014
Author: Shawn Tan <[email protected]>
Date:   Sun Sep 1 21:37:18 2024 -0400

    [Model] Add Granite model (vllm-project#7436)

    Co-authored-by: Nick Hill <[email protected]>

commit 5b86b19
Author: Roger Wang <[email protected]>
Date:   Sun Sep 1 14:46:57 2024 -0700

    [Misc] Optional installation of audio related packages (vllm-project#8063)

commit 5231f08
Author: Roger Wang <[email protected]>
Date:   Sat Aug 31 16:35:53 2024 -0700

    [Frontend][VLM] Add support for multiple multi-modal items (vllm-project#8049)

commit 8423aef
Author: Robert Shaw <[email protected]>
Date:   Sat Aug 31 15:44:03 2024 -0400

    [BugFix][Core] Multistep Fix Crash on Request Cancellation (vllm-project#8059)

commit 4f5d844
Author: Nicolò Lucchesi <[email protected]>
Date:   Sat Aug 31 09:27:58 2024 +0200

    [Bugfix] Fix ModelScope models in v0.5.5 (vllm-project#8037)

commit d05f0a9
Author: Cyrus Leung <[email protected]>
Date:   Sat Aug 31 13:26:55 2024 +0800

    [Bugfix] Fix import error in Phi-3.5-MoE (vllm-project#8052)

commit 622f8ab
Author: Pavani Majety <[email protected]>
Date:   Fri Aug 30 22:18:50 2024 -0700

    [Bugfix] bugfix and add model test for flashinfer fp8 kv cache. (vllm-project#8013)

commit 1248e85
Author: Wenxiang <[email protected]>
Date:   Sat Aug 31 03:42:57 2024 +0800

    [Model] Adding support for MSFT Phi-3.5-MoE (vllm-project#7729)

    Co-authored-by: Your Name <[email protected]>
    Co-authored-by: Zeqi Lin <[email protected]>
    Co-authored-by: Zeqi Lin <[email protected]>

commit 2684efc
Author: Woosuk Kwon <[email protected]>
Date:   Fri Aug 30 09:01:26 2024 -0700

    [TPU][Bugfix] Fix tpu type api (vllm-project#8035)

commit 058344f
Author: Kaunil Dhruv <[email protected]>
Date:   Fri Aug 30 08:21:02 2024 -0700

    [Frontend]-config-cli-args (vllm-project#7737)

    Co-authored-by: Cyrus Leung <[email protected]>
    Co-authored-by: Kaunil Dhruv <[email protected]>

commit 98cef6a
Author: Cyrus Leung <[email protected]>
Date:   Fri Aug 30 23:20:34 2024 +0800

    [Core] Increase default `max_num_batched_tokens` for multimodal models (vllm-project#8028)

commit f97be32
Author: Jungho Christopher Cho <[email protected]>
Date:   Sat Aug 31 00:19:27 2024 +0900

    [VLM][Model] TP support for ViTs (vllm-project#7186)

    Co-authored-by: Roger Wang <[email protected]>
    Co-authored-by: Roger Wang <[email protected]>

commit afd39a4
Author: Cyrus Leung <[email protected]>
Date:   Fri Aug 30 23:03:28 2024 +0800

    [Bugfix] Fix import error in Exaone model (vllm-project#8034)

commit 2148441
Author: Richard Liu <[email protected]>
Date:   Fri Aug 30 00:27:40 2024 -0700

    [TPU] Support single and multi-host TPUs on GKE (vllm-project#7613)

commit dc13e99
Author: Yohan Na <[email protected]>
Date:   Fri Aug 30 15:34:20 2024 +0900

    [MODEL] add Exaone model support (vllm-project#7819)

commit 34a0e96
Author: Avshalom Manevich <[email protected]>
Date:   Fri Aug 30 11:11:39 2024 +0700

    [Kernel] changing fused moe kernel chunk size default to 32k (vllm-project#7995)

commit 80c7b08
Author: Woosuk Kwon <[email protected]>
Date:   Thu Aug 29 19:35:29 2024 -0700

    [TPU] Async output processing for TPU (vllm-project#8011)

commit 428dd14
Author: afeldman-nm <[email protected]>
Date:   Thu Aug 29 22:19:08 2024 -0400

    [Core] Logprobs support in Multi-step (vllm-project#7652)

commit 4abed65
Author: Cyrus Leung <[email protected]>
Date:   Fri Aug 30 08:49:04 2024 +0800

    [VLM] Disallow overflowing `max_model_len` for multimodal models (vllm-project#7998)

commit 0c785d3
Author: Wei-Sheng Chin <[email protected]>
Date:   Thu Aug 29 16:48:11 2024 -0700

    Add more percentiles and latencies (vllm-project#7759)

commit 4664cea
Author: chenqianfzh <[email protected]>
Date:   Thu Aug 29 16:09:08 2024 -0700

    support bitsandbytes 8-bit and FP4 quantized models (vllm-project#7445)

commit 257afc3
Author: Harsha vardhan manoj Bikki <[email protected]>
Date:   Thu Aug 29 13:58:14 2024 -0700

    [Neuron] Adding support for context-lenght, token-gen buckets. (vllm-project#7885)

    Co-authored-by: Harsha Bikki <[email protected]>

commit 86a677d
Author: Dipika Sikka <[email protected]>
Date:   Thu Aug 29 16:46:55 2024 -0400

    [misc] update tpu int8 to use new vLLM Parameters (vllm-project#7973)

commit d78789a
Author: Isotr0py <[email protected]>
Date:   Fri Aug 30 03:54:49 2024 +0800

    [Bugfix] Fix incorrect vocal embedding shards for GGUF model in tensor parallelism (vllm-project#7954)

commit c334b18
Author: kushanam <[email protected]>
Date:   Thu Aug 29 12:15:04 2024 -0700

    extend cuda graph size for H200 (vllm-project#7894)

    Co-authored-by: youkaichao <[email protected]>

commit 6b34215
Author: Pavani Majety <[email protected]>
Date:   Thu Aug 29 11:53:11 2024 -0700

    [Core][Kernels] Enable FP8 KV Cache with Flashinfer backend.  + BugFix for kv_cache_dtype=auto (vllm-project#7985)

    Co-authored-by: Simon Mo <[email protected]>
    Co-authored-by: Cody Yu <[email protected]>

commit 3f60f22
Author: Alexander Matveev <[email protected]>
Date:   Thu Aug 29 14:18:26 2024 -0400

    [Core] Combine async postprocessor and multi-step (vllm-project#7921)

commit f205c09
Author: Jonas M. Kübler <[email protected]>
Date:   Thu Aug 29 07:18:13 2024 +0200

    [Bugfix] Unify rank computation across regular decoding and speculative decoding (vllm-project#7899)

commit ef99a78
Author: youkaichao <[email protected]>
Date:   Wed Aug 28 21:27:06 2024 -0700

    Revert "[Core][Kernels] Use FlashInfer backend for FP8 KV Cache when available." (vllm-project#7982)

commit 74d5543
Author: Peter Salas <[email protected]>
Date:   Wed Aug 28 20:24:31 2024 -0700

    [VLM][Core] Fix exceptions on ragged NestedTensors (vllm-project#7974)

commit a7f65c2
Author: youkaichao <[email protected]>
Date:   Wed Aug 28 17:32:26 2024 -0700

    [torch.compile] remove reset (vllm-project#7975)

commit 4289cad
Author: Nick Hill <[email protected]>
Date:   Wed Aug 28 17:22:43 2024 -0700

    [Frontend] Minor optimizations to zmq decoupled front-end (vllm-project#7957)

    Co-authored-by: Robert Shaw <rshaw@neuralmagic>

commit af59df0
Author: Michael Goin <[email protected]>
Date:   Wed Aug 28 19:19:17 2024 -0400

    Remove faulty Meta-Llama-3-8B-Instruct-FP8.yaml lm-eval test (vllm-project#7961)

commit ce6bf3a
Author: youkaichao <[email protected]>
Date:   Wed Aug 28 16:10:12 2024 -0700

    [torch.compile] avoid Dynamo guard evaluation overhead (vllm-project#7898)

    Co-authored-by: Woosuk Kwon <[email protected]>

commit 3cdfe1f
Author: bnellnm <[email protected]>
Date:   Wed Aug 28 18:11:49 2024 -0400

    [Bugfix] Make torch registration of punica ops optional (vllm-project#7970)

commit fdd9daa
Author: Mor Zusman <[email protected]>
Date:   Thu Aug 29 01:06:52 2024 +0300

    [Kernel/Model] Migrate mamba_ssm and causal_conv1d kernels to vLLM (vllm-project#7651)

commit 8c56e57
Author: Stas Bekman <[email protected]>
Date:   Wed Aug 28 13:54:23 2024 -0700

    [Doc] fix 404 link (vllm-project#7966)

commit eeffde1
Author: Woosuk Kwon <[email protected]>
Date:   Wed Aug 28 13:10:21 2024 -0700

    [TPU] Upgrade PyTorch XLA nightly (vllm-project#7967)

commit e5697d1
Author: rasmith <[email protected]>
Date:   Wed Aug 28 14:37:47 2024 -0500

    [Kernel] [Triton] [AMD] Adding Triton implementations awq_dequantize and awq_gemm to support AWQ (vllm-project#7386)

commit b98cc28
Author: Pavani Majety <[email protected]>
Date:   Wed Aug 28 10:01:22 2024 -0700

    [Core][Kernels] Use FlashInfer backend for FP8 KV Cache when available. (vllm-project#7798)

    Co-authored-by: Simon Mo <[email protected]>

commit ef9baee
Author: Cyrus Leung <[email protected]>
Date:   Wed Aug 28 23:11:18 2024 +0800

    [Bugfix][VLM] Fix incompatibility between vllm-project#7902 and vllm-project#7230 (vllm-project#7948)

commit 98c12cf
Author: Stas Bekman <[email protected]>
Date:   Wed Aug 28 05:12:32 2024 -0700

    [Doc] fix the autoAWQ example (vllm-project#7937)

commit f52a43a
Author: youkaichao <[email protected]>
Date:   Wed Aug 28 01:27:07 2024 -0700

    [ci][test] fix pp test failure (vllm-project#7945)

commit e358053
Author: Cody Yu <[email protected]>
Date:   Wed Aug 28 00:36:31 2024 -0700

    [Performance] Enable chunked prefill and prefix caching together (vllm-project#7753)
Jeffwan pushed a commit to aibrix/vllm that referenced this pull request Sep 19, 2024
@njhill @Jeffwan
[Benchmark] Add --async-engine option to benchmark_throughput.py (v…
6c92ed3 
…llm-project#7964)
siddharth9820 pushed a commit to axonn-ai/vllm that referenced this pull request Sep 30, 2024
@njhill @siddharth9820
[Benchmark] Add --async-engine option to benchmark_throughput.py (v…
c6e2066 
…llm-project#7964)
Alvant pushed a commit to compressa-ai/vllm that referenced this pull request Oct 26, 2024
@njhill @Alvant
[Benchmark] Add --async-engine option to benchmark_throughput.py (v…
f80915f 
…llm-project#7964)

Signed-off-by: Alvant <[email protected]>
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