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57 Commits
Author SHA1 Message Date
Jiahan Chang (Cyrus)andOpenAI Codex 4e5ffda19d [Bugfix] Isolate supplemental FlashInfer BF16 autotuning (#57285) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-09-17 07:38:58 +00:00
Harry MellorandClaude Opus 5 8c1557a79c Add pydocstyle to the ruff rules (#52136) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
 2026-09-16 16:44:29 +00:00
Roberto L. CastroandCodex e52be1a62d [9/N][warmup][DSv4] Migrate MHC TileLang kernels (#50178) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
 2026-09-12 17:25:23 -07:00
Roberto L. CastroLucas WilkinsonOpenAI Codex
 		aed894c190 [6/N][warmup][DSv4] Migrate sampling, and DFlash JIT kernels (#56323) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-09-12 17:24:24 -07:00
Raphaël RiallandOpenAI CodexSimon VeitnerTomas Ruiz
 		7ee8a6dd01 [watermarking] Dual-key gumbel-max watermarking for speculative decoding support (#56122) 
Signed-off-by: Raphael Rialland <raphael.rialland@mistral.ai>
Signed-off-by: Simon Veitner <sveitner@redhat.com>
Signed-off-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Simon Veitner <sveitner@redhat.com>
Co-authored-by: Tomas Ruiz <tomas.ruiz.te@gmail.com>
 2026-09-12 18:42:01 +00:00
Matthew BonanniOpenAI CodexLucas WilkinsonLucas WilkinsonNicolò LucchesiOpenAI CodexClaude Opus 5Lucas Wilkinson
 		d43bb2f37f [3/N] HiSparse: host-resident sparse-MLA decode hot-buffering (#53781) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Matthew Bonanni <matthew@neuralmagic.com>
Signed-off-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Nicolò Lucchesi <nicolo.lucchesi@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-09-12 00:36:47 -04:00
Thien TranOpenAI CodexJee Jee Li
 		cc4210f671 [Perf] Improve BF16x3 router GEMM accuracy and make it default on sm100 (#55899) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-09-09 07:33:12 -07:00
mingg26Kimi Codemergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		7fa2c63796 [Bugfix] Autotune FlashInfer deferred MoE decode kernels before CUDA graph capture (#55377) 
Signed-off-by: ming <ming@inferact.ai>
Co-authored-by: Kimi Code <kimi-code@moonshot.cn>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-08 04:02:23 +00:00
Roberto L. CastroCodexmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		42801b3a6b [3/N][warmup][DSv4] Migrate FA4 MLA and shared CuTeDSL kernels (#53565) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-07 09:36:35 -04:00
vhagorandIsotr0py 3dc7a68ce4 [Perf] Extend Qwen Triton warmup to avoid first-request latency spikes (#54797) 
Signed-off-by: Juqi Li <2223621784@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
 2026-09-07 11:46:00 +08:00
Jiangyun Zhu 98ed0856f3 [Model] add GLM-5.3-Flash support (#53906) 2026-09-03 09:40:35 -07:00
Gabriel WuandKimi Code 396c5a5632 [Bugfix] Lazy-import FlashInfer PCIe IPC all-reduce in kernel_warmup (#54869) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Kimi Code <noreply@moonshot.cn>
 2026-09-02 04:31:03 +00:00
Yongye ZhuandOpenAI Codex 3ba9907a1d [Kimi-K3] Overlap low-M TP8 KDA projections (#54697) 
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-09-02 03:35:28 +00:00
Thien Tran 003e34341a [Qwen3.8-Flash-Next] Separate prefill and decode paths for QSA indexer (#54513) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
 2026-09-02 09:08:10 +08:00
Andrii SkliarandAndrii Skliar adebc41b7e [Mamba] Add FlashInfer ReplaySSM backend (#52506) 
Signed-off-by: Andrii Skliar <askliar@nvidia.com>
Signed-off-by: Andrii Skliar <andreyws96@gmail.com>
Co-authored-by: Andrii Skliar <askliar@nvidia.com>
 2026-09-01 10:26:43 -04:00
Gabriel WuYongye Zhumergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 		446c769482 [Distributed] Add opt-in FlashInfer PCIe IPC all-reduce backend (#53576) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-09-01 03:34:56 +00:00
Roberto L. CastroandCodex e16b5e518d [1/N][warmup][DSv4] Migrate generic MLA metadata and indexing kernels (#50175) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
 2026-08-31 23:26:05 -04:00
Jiahan Chang (Cyrus)OpenAI CodexJee Jee Li
 		7c877062ac [kernel] Integrate FlashInfer BF16 CuTeDSL Low Latency GEMM (#50572) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-08-27 22:29:12 +00:00
Ning Xie 6648eb118d [Core] drop duplicate VLLM_USE_DEEP_GEMM check (#48687) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2026-08-24 16:30:50 +00:00
Thien TranOpenAI Codexwzhao18
 		2785c72a14 [Kimi-K3] Extend GEMM-RS to GEMM-AR (#53053) 
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-08-21 03:44:15 +00:00
Roberto L. CastroandCodex 49905ad94d [3/N][Feat][Perf] Add new warmup infrastructure for JITs. Add provider registry and orchestration for JIT warmup (#50174) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Co-authored-by: Codex <codex@openai.com>
 2026-08-17 10:11:14 -07:00
Luke Alonso 3c79b1a8bf [Kernel] Add B12X dense linear backends (#52016) 
Signed-off-by: Luke Alonso <lalonso@gmail.com>
 2026-08-13 19:48:33 -07:00
Wei ZhaojiahancKevin H. Luu
 		f18e10a7e1 Bump Flashinfer version to 0.6.16.post3 (#50892) 
Signed-off-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
 2026-08-09 00:54:07 -07:00
Michael GoinandOpenAI Codex 90329913e9 [UX] Reduce startup log noise (#50590) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
 2026-07-31 13:04:34 -07:00
+13
Jiangyun ZhuIsotr0pyThien TranBugen ZhaoYongye ZhuZiming HuangRoger WangIsotr0pyaoshen02Woosuk KwonJee Jee Liaoshen02Summer YangKevin H. LuuBowen WanggnovackNick HillYifan QiaoxiaozhoupyRoy WangJeff MaCodexWei Zhao
 		aeeb36b1f1 [New model] Kimi K3 (#50000) 
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-07-30 03:49:58 -07:00
Nick Hill 0d0504b54c [Core] Warm up runner-owned Triton kernels before the first request (#49903) 2026-07-28 07:58:02 -07:00
Itay Alroy 35efdf6b34 [Elastic EP] Async preparation (#47288) 
Signed-off-by: Itay Alroy <ialroy@nvidia.com>
 2026-07-28 05:19:13 -07:00
Roberto L. Castro 56c96b0d91 [Perf] Tune LL BF16 Router GEMM (#48774) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
 2026-07-27 10:25:37 -04:00
neweyes 96fa3f42c9 [Perf] Skip ll_bf16 router GEMM warmup for non-MoE models (#49659) 
Signed-off-by: neweyes <328719365@qq.com>
 2026-07-27 05:16:42 -07:00
Roberto L. Castroandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 7ca017778f [Feat][Perf] Add new warmup infrastructure for JITs (#47451) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
 2026-07-20 13:21:55 -07:00
Woosuk KwonBugen ZhaoGiancarlo DelfinIsotr0pyIsotr0pyJee Jee LiRoger WangYifan QiaoClaude Fable 5OpenAI Codex
 		6570c9800c [Model] Add Inkling model support [1/N] (#48799) 
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
 2026-07-15 23:40:07 -07:00
Roberto L. CastroandLucas Wilkinson 0762f2afeb [Perf][Feat] Add generic cuteDSL LL BF16 router (GEMM) (#42562) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
 2026-07-13 23:01:21 -07:00
Michael GoinandClaude Fable 5 29fd688892 Add VLLM_FLASHINFER_AUTOTUNE_SKIP_OPS and skip CuTeDSL fp4_gemm autotuning by default (#48268) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
 2026-07-10 18:13:08 -07:00
Harry Mellor ae098abe3f [CI] Fix some errors on main (#47726) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-07-06 19:40:23 +00:00
Roberto L. CastroandLucas Wilkinson 248d1fbb71 [Feat][1/N] CuTeDSL warmup infrastructure, FA4 MLA (#46182) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-06-30 12:17:34 -07:00
Roberto L. CastroandLucas Wilkinson 030c9523bd [Perf][1/N] Expand Triton kernel warmup coverage, DSv4 (#46634) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2026-06-29 16:40:34 +00:00
Wei ZhaoandJee Jee Li 4708292d48 Bump flashinfer version to 0.6.13 (#46683) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2026-06-29 09:30:57 -07:00
Roberto L. Castro eddfd4cf21 [Perf][2/N] Expand Triton kernel warmup coverage, Qwen (#46750) 
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
 2026-06-29 10:10:07 +00:00
Gabriel WuClaude Opus 4.8Yongye Zhu
 		44d95069e9 Enable DeepSeek V4 and GLM-5.1 on SM120 (#43477) 
Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
 2026-06-22 11:54:14 -07:00
youkaichaoOpenAI CodexIsotr0pyThien TranBugen ZhaoJee Jee LiRoger WangfunctionstackxYongye ZhuJee Jee Li
 		0a1c5034f5 [Model] Add MiniMax M3 support (#45381) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
 2026-06-16 01:01:25 +08:00
Wei Zhaoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> 9aaf83ef50 [CI failure] Temporarily disable using persistent cache for flashinfer autotune (#43119) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-05-19 11:44:32 -07:00
Mohammad Miadh Angkad da03e549b3 [UX] Add a persistent cache for FlashInfer autotuning (#42537) 
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
 2026-05-18 20:25:37 -07:00
Wei Zhao 8c296de63b [Perf] Re-enable flashinfer autotune by default and cleanup (#42857) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
 2026-05-18 09:12:27 -07:00
Robert ShawRobert ShawRobert Shaw
 		97995f6376 [MoE Refactor] Create MK for TRTLLM Kernels (#32564) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
 2026-03-03 10:39:50 -08:00
Mohammad Miadh AngkadandLuka Govedič dd6a6e1190 [Kernel] Add KernelConfig flag to enable/disable FlashInfer autotune (#34006) 
Signed-off-by: Mohammad Miadh Angkad <176301910+mmangkad@users.noreply.github.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2026-02-07 05:24:44 -08:00
Michael Goin d4d2751732 Update note comment for flashinfer attention warmup (#30711) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-12-16 21:29:03 -08:00
Chenguang Zhengn00909098knlnguyen1802herotai214gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>Khuong LeKhuong Le
 		4ccffe561f [Core] Encoder separation for Encode-Prefill-Decode Disaggregation (#25233) 
Signed-off-by: n00909098 <nguyen.kha.long@huawei.com>
Signed-off-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Signed-off-by: herotai214 <herotai214@gmail.com>
Signed-off-by: Khuong Le <khuong.le.manh@huawei.com>
Signed-off-by: Khuong Le <lemanhkhuong2611@gmail.com>
Co-authored-by: n00909098 <nguyen.kha.long@huawei.com>
Co-authored-by: knlnguyen1802 <knlnguyen1802@gmail.com>
Co-authored-by: herotai214 <herotai214@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Khuong Le <khuong.le.manh@huawei.com>
Co-authored-by: Khuong Le <lemanhkhuong2611@gmail.com>
 2025-11-11 18:58:33 -08:00
Varun Sundar Rabindranath 4022a9d279 [BugFix][Performance] Restore flashinfer autotuning for all scenarios (#27904) 2025-11-04 15:56:21 +08:00
Varun Sundar RabindranathandVarun Sundar Rabindranath e5e076cad7 [BugFix] Stopgap - Flashinfer Autotuner + GPT-OSS + DP/TP (#27762) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-30 08:24:31 -07:00
Varun Sundar RabindranathVarun Sundar RabindranathMichael Goin
 		5ff5d94e77 [Bugfix] Fix gpt-oss w4a8 DP/EP on B200 (#26729) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
 2025-10-21 01:51:14 -04:00