benchmark_args=Namespace(backend='sglang', base_url=None, host='0.0.0.0', port=30000, ready_check_timeout_sec=60, dataset_name='random', dataset_path='/data/sglang/hf/hub/datasets--anon8231489123--ShareGPT_Vicuna_unfiltered/snapshots/192ab2185289094fc556ec8ce5ce1e8e587154ca/ShareGPT_V3_unfiltered_cleaned_split.json', dataset_offset=0, agentic_max_turns=None, speed_bench_category=None, speed_bench_output_len=512, model=None, served_model_name=None, tokenizer=None, num_prompts=256, sharegpt_output_len=None, sharegpt_context_len=None, random_input_len=512, random_output_len=128, random_range_ratio=1.0, image_count=1, image_resolution='1080p', random_image_count=False, image_format='jpeg', image_content='random', request_rate=inf, use_trace_timestamps=False, max_concurrency=64, output_file='/data/sglang/kit/capture/gpu/out-l4/bench-random-c64.jsonl', output_details=False, print_requests=False, disable_tqdm=False, disable_stream=False, return_logprob=False, top_logprobs_num=0, token_ids_logprob=None, logprob_start_len=-1, return_routed_experts=False, cache_report=False, seed=7, disable_ignore_eos=False, temperature=0.0, top_p=1.0, extra_request_body=None, apply_chat_template=False, profile=False, plot_throughput=False, profile_activities=['CPU', 'GPU'], profile_start_step=None, profile_steps=None, profile_num_steps=None, profile_by_stage=False, profile_stages=None, profile_output_dir=None, profile_prefix=None, lora_name=None, lora_request_distribution='uniform', lora_zipf_alpha=1.5, prompt_suffix='', pd_separated=False, profile_prefill_url=None, profile_decode_url=None, flush_cache=False, flush_cache_timeout=60.0, warmup_requests=1, tokenize_prompt=False, gsp_num_groups=64, gsp_prompts_per_group=16, gsp_system_prompt_len=2048, gsp_question_len=128, gsp_output_len=256, gsp_range_ratio=1.0, gsp_fast_prepare=False, gsp_send_routing_key=False, gsp_num_turns=1, gsp_ordered=False, gsp_group_distribution='uniform', gsp_zipf_alpha=None, mooncake_slowdown_factor=1.0, mooncake_num_rounds=1, mooncake_workload='conversation', fake_prefill=False, tag=None, header=None, rust_client=False, rust_worker_threads=None) Waiting up to 60s for http://0.0.0.0:30000/v1/models to become ready... Server ready in 0.0s. Namespace(backend='sglang', base_url=None, host='0.0.0.0', port=30000, ready_check_timeout_sec=60, dataset_name='random', dataset_path='/data/sglang/hf/hub/datasets--anon8231489123--ShareGPT_Vicuna_unfiltered/snapshots/192ab2185289094fc556ec8ce5ce1e8e587154ca/ShareGPT_V3_unfiltered_cleaned_split.json', dataset_offset=0, agentic_max_turns=None, speed_bench_category=None, speed_bench_output_len=512, model='Qwen/Qwen3-8B', served_model_name=None, tokenizer=None, num_prompts=256, sharegpt_output_len=None, sharegpt_context_len=None, random_input_len=512, random_output_len=128, random_range_ratio=1.0, image_count=1, image_resolution='1080p', random_image_count=False, image_format='jpeg', image_content='random', request_rate=inf, use_trace_timestamps=False, max_concurrency=64, output_file='/data/sglang/kit/capture/gpu/out-l4/bench-random-c64.jsonl', output_details=False, print_requests=False, disable_tqdm=False, disable_stream=False, return_logprob=False, top_logprobs_num=0, token_ids_logprob=None, logprob_start_len=-1, return_routed_experts=False, cache_report=False, seed=7, disable_ignore_eos=False, temperature=0.0, top_p=1.0, extra_request_body=None, apply_chat_template=False, profile=False, plot_throughput=False, profile_activities=['CPU', 'GPU'], profile_start_step=None, profile_steps=None, profile_num_steps=None, profile_by_stage=False, profile_stages=None, profile_output_dir=None, profile_prefix=None, lora_name=None, lora_request_distribution='uniform', lora_zipf_alpha=1.5, prompt_suffix='', pd_separated=False, profile_prefill_url=None, profile_decode_url=None, flush_cache=False, flush_cache_timeout=60.0, warmup_requests=1, tokenize_prompt=False, gsp_num_groups=64, gsp_prompts_per_group=16, gsp_system_prompt_len=2048, gsp_question_len=128, gsp_output_len=256, gsp_range_ratio=1.0, gsp_fast_prepare=False, gsp_send_routing_key=False, gsp_num_turns=1, gsp_ordered=False, gsp_group_distribution='uniform', gsp_zipf_alpha=None, mooncake_slowdown_factor=1.0, mooncake_num_rounds=1, mooncake_workload='conversation', fake_prefill=False, tag=None, header=None, rust_client=False, rust_worker_threads=None) #Input tokens: 131072 #Output tokens: 32768 Starting warmup with 1 sequences... Warmup completed with 1 sequences. Starting main benchmark run... ============ Serving Benchmark Result ============ Backend: sglang Traffic request rate: inf Max request concurrency: 64 Successful requests: 256 Benchmark duration (s): 182.95 Total input tokens: 131072 Total input text tokens: 131072 Total generated tokens: 32768 Total generated tokens (retokenized): 32764 Request throughput (req/s): 1.40 Input token throughput (tok/s): 716.43 Output token throughput (tok/s): 179.11 Peak output token throughput (tok/s): 432.00 Peak concurrent requests: 100 Total token throughput (tok/s): 895.53 Concurrency: 57.18 ----------------End-to-End Latency---------------- Mean E2E Latency (ms): 40861.04 Median E2E Latency (ms): 49247.15 P90 E2E Latency (ms): 51417.48 P95 E2E Latency (ms): 51419.78 P99 E2E Latency (ms): 51421.50 ---------------Time to First Token---------------- Mean TTFT (ms): 24397.90 Median TTFT (ms): 28975.94 P90 TTFT (ms): 35095.08 P95 TTFT (ms): 37115.48 P99 TTFT (ms): 37614.18 -----Time per Output Token (excl. 1st token)------ Mean TPOT (ms): 129.63 Median TPOT (ms): 127.93 P90 TPOT (ms): 169.24 P95 TPOT (ms): 172.98 P99 TPOT (ms): 176.58 ---------------Inter-Token Latency---------------- Mean ITL (ms): 129.63 Median ITL (ms): 86.06 P90 ITL (ms): 109.73 P95 ITL (ms): 119.07 P99 ITL (ms): 130.82 Max ITL (ms): 9561.38 ================================================== 0%| | 0/256 [00:00