{ "metadata": { "experiment": "dsv4_p800_max_context_length", "run_id": "20260709-033134", "timestamp": "2026-07-09T03:31:34+00:00", "model": "/data1/models/DeepSeek-V4-Flash-INT8", "backend": "sglang", "engine": "sglang-xpu", "hardware": "8x Kunlun P800 XPU", "accelerator": "Kunlun P800 XPU", "chip": "kunlun_p800", "script": "experiments/dsv4_p800_max_context_length/run_bench.sh", "env": "", "git_commit": "407bc21", "git_dirty": "dirty", "description": "P800 max context length exploration for DeepSeek-V4-Flash-INT8" }, "config": { "tp": 8, "ep": 8, "xpu_visible_devices": "0,1,2,3,4,5,6,7", "output_len": 1, "num_prompts": 1, "max_concurrency": 1, "request_rate": 10000, "context_pad": 1024 }, "scenarios": [ { "backend": "sglang", "target_len": 4096, "max_context_len": 5120, "success": true, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 5120 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 5120", "metrics": { "success_count": 1, "total_count": 1, "duration_s": 3.3655072329565883, "request_throughput": 0.2971320311564159, "input_token_throughput": 1217.0527996166795, "output_token_throughput": 0.2971320311564159, "total_input_tokens": 4096, "total_output_tokens": 1, "e2e_ms": { "mean": 233.7192000122741, "p50": 233.7192000122741, "p90": 233.7192000122741, "p95": 0.0, "p99": 233.7192000122741 }, "ttft_ms": { "mean": 233.70750999310985, "p50": 233.70750999310985, "p90": 0.0, "p95": 0.0, "p99": 233.70750999310985 }, "tpot_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 }, "itl_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 } }, "error": null }, { "backend": "sglang", "target_len": 8192, "max_context_len": 9216, "success": true, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 9216 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 9216", "metrics": { "success_count": 1, "total_count": 1, "duration_s": 3.376425461960025, "request_throughput": 0.2961712056926312, "input_token_throughput": 2426.234517034035, "output_token_throughput": 0.2961712056926312, "total_input_tokens": 8192, "total_output_tokens": 1, "e2e_ms": { "mean": 239.87414099974558, "p50": 239.87414099974558, "p90": 239.87414099974558, "p95": 0.0, "p99": 239.87414099974558 }, "ttft_ms": { "mean": 239.86148100811988, "p50": 239.86148100811988, "p90": 0.0, "p95": 0.0, "p99": 239.86148100811988 }, "tpot_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 }, "itl_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 } }, "error": null }, { "backend": "sglang", "target_len": 16384, "max_context_len": 17408, "success": true, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 17408 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 17408", "metrics": { "success_count": 1, "total_count": 1, "duration_s": 3.4154617289896123, "request_throughput": 0.292786182176261, "input_token_throughput": 4797.00880877586, "output_token_throughput": 0.292786182176261, "total_input_tokens": 16384, "total_output_tokens": 1, "e2e_ms": { "mean": 262.1981970150955, "p50": 262.1981970150955, "p90": 262.1981970150955, "p95": 0.0, "p99": 262.1981970150955 }, "ttft_ms": { "mean": 262.1856770128943, "p50": 262.1856770128943, "p90": 0.0, "p95": 0.0, "p99": 262.1856770128943 }, "tpot_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 }, "itl_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 } }, "error": null }, { "backend": "sglang", "target_len": 32768, "max_context_len": 33792, "success": true, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 33792 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 33792", "metrics": { "success_count": 1, "total_count": 1, "duration_s": 3.431973898957949, "request_throughput": 0.2913775073591411, "input_token_throughput": 9547.858161144335, "output_token_throughput": 0.2913775073591411, "total_input_tokens": 32768, "total_output_tokens": 1, "e2e_ms": { "mean": 309.53772098291665, "p50": 309.53772098291665, "p90": 309.53772098291665, "p95": 0.0, "p99": 309.53772098291665 }, "ttft_ms": { "mean": 309.5244810101576, "p50": 309.5244810101576, "p90": 0.0, "p95": 0.0, "p99": 309.5244810101576 }, "tpot_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 }, "itl_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 } }, "error": null }, { "backend": "sglang", "target_len": 65536, "max_context_len": 66560, "success": true, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 66560 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 66560", "metrics": { "success_count": 1, "total_count": 1, "duration_s": 3.5316250980249606, "request_throughput": 0.28315576320919333, "input_token_throughput": 18556.896097677694, "output_token_throughput": 0.28315576320919333, "total_input_tokens": 65536, "total_output_tokens": 1, "e2e_ms": { "mean": 390.7171559985727, "p50": 390.7171559985727, "p90": 390.7171559985727, "p95": 0.0, "p99": 390.7171559985727 }, "ttft_ms": { "mean": 390.70626598550007, "p50": 390.70626598550007, "p90": 0.0, "p95": 0.0, "p99": 390.70626598550007 }, "tpot_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 }, "itl_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 } }, "error": null }, { "backend": "sglang", "target_len": 131072, "max_context_len": 132096, "success": true, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 132096 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 132096", "metrics": { "success_count": 1, "total_count": 1, "duration_s": 0.6164236619952135, "request_throughput": 1.6222608923921629, "input_token_throughput": 212632.97968762557, "output_token_throughput": 1.6222608923921629, "total_input_tokens": 131072, "total_output_tokens": 1, "e2e_ms": { "mean": 583.9470439823344, "p50": 583.9470439823344, "p90": 583.9470439823344, "p95": 0.0, "p99": 583.9470439823344 }, "ttft_ms": { "mean": 583.9353539631702, "p50": 583.9353539631702, "p90": 0.0, "p95": 0.0, "p99": 583.9353539631702 }, "tpot_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 }, "itl_ms": { "mean": 0.0, "p50": 0.0, "p90": 0.0, "p95": 0.0, "p99": 0.0 } }, "error": null }, { "backend": "sglang", "target_len": 262144, "max_context_len": 263168, "success": false, "server_args": "python -m sglang.launch_server --host 0.0.0.0 --port 30013 --model-path /models --attention-backend nsa --nsa-prefill klxdsa --nsa-decode klxdsa --trust-remote-code --disable-custom-all-reduce --chunked-prefill-size 8192 --page-size 64 --mem-fraction-static 0.8 --max-prefill-tokens 263168 --max-running-requests 64 --tensor-parallel-size 8 --ep-size 8 --disable-shared-experts-fusion --quantization w8a8_int8 --kv-cache-dtype float16 --disable-piecewise-cuda-graph --cuda-graph-max-bs 32 --watchdog-timeout 3000000 --tool-call-parser deepseekv4 --reasoning-parser deepseek-v4 --speculative-algorithm EAGLE --speculative-num-steps 3 --speculative-eagle-topk 1 --speculative-num-draft-tokens 4 --constrained-json-disable-any-whitespace --enable-metrics --enable-request-time-stats-logging --context-length 263168", "metrics": null, "error": "bench_serving exited with code 137; see /data1/yy/sskj/experiments/dsv4_p800_max_context_length/results/20260709-033134/logs/sglang_ctx_262144.log" } ] }