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='~/sglang-lab/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=64, 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=8, output_file='~/sglang-lab/kit/capture/gpu/out-gb10/fp8-bench-random-c8.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='~/sglang-lab/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/Qwen3-30B-A3B-Instruct-2507-FP8', served_model_name=None, tokenizer=None, num_prompts=64, 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=8, output_file='~/sglang-lab/kit/capture/gpu/out-gb10/fp8-bench-random-c8.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: 32768
#Output tokens: 8192
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:                 8         
Successful requests:                     64        
Benchmark duration (s):                  59.09     
Total input tokens:                      32768     
Total input text tokens:                 32768     
Total generated tokens:                  8192      
Total generated tokens (retokenized):    8176      
Request throughput (req/s):              1.08      
Input token throughput (tok/s):          554.59    
Output token throughput (tok/s):         138.65    
Peak output token throughput (tok/s):    160.00    
Peak concurrent requests:                16        
Total token throughput (tok/s):          693.24    
Concurrency:                             8.00      
----------------End-to-End Latency----------------
Mean E2E Latency (ms):                   7381.71   
Median E2E Latency (ms):                 7567.39   
P90 E2E Latency (ms):                    7844.82   
P95 E2E Latency (ms):                    7844.91   
P99 E2E Latency (ms):                    7845.00   
---------------Time to First Token----------------
Mean TTFT (ms):                          442.27    
Median TTFT (ms):                        572.97    
P90 TTFT (ms):                           692.42    
P95 TTFT (ms):                           703.39    
P99 TTFT (ms):                           703.50    
-----Time per Output Token (excl. 1st token)------
Mean TPOT (ms):                          54.64     
Median TPOT (ms):                        54.69     
P90 TPOT (ms):                           56.87     
P95 TPOT (ms):                           58.89     
P99 TPOT (ms):                           60.20     
---------------Inter-Token Latency----------------
Mean ITL (ms):                           54.64     
Median ITL (ms):                         54.23     
P90 ITL (ms):                            57.78     
P95 ITL (ms):                            58.65     
P99 ITL (ms):                            61.61     
Max ITL (ms):                            615.13    
==================================================

  0%|          | 0/64 [00:00<?, ?it/s]
  2%|▏         | 1/64 [00:06<07:18,  6.96s/it]
 14%|█▍        | 9/64 [00:13<01:12,  1.32s/it]
 27%|██▋       | 17/64 [00:21<00:51,  1.10s/it]
 39%|███▉      | 25/64 [00:28<00:40,  1.05s/it]
 52%|█████▏    | 33/64 [00:36<00:31,  1.01s/it]
 64%|██████▍   | 41/64 [00:44<00:22,  1.01it/s]
 77%|███████▋  | 49/64 [00:52<00:14,  1.02it/s]
 89%|████████▉ | 57/64 [00:59<00:06,  1.05it/s]
100%|██████████| 64/64 [00:59<00:00,  1.08it/s]
