Upload microsoft_phi-4_2025-05-28-13-42-11.json
Browse filesik_llama.cpp with modified code to send data: [DONE] at the end of a stream. run as: ./llama-server -m ./phi-4-Q8_0.gguf -c 16384 -ngl 99 -np 8 --cont-batching --host 0.0.0.0 --port 8000
with benchmark sudo docker run --network host -e HF_TOKEN=$HF_TOKEN -v ~/inference-benchmarker-results:/opt/inference-benchmarker/results inference_benchmarker inference-benchmarker --no-console --prompt-options "num_tokens=200,max_tokens=220,min_tokens=180,variance=10" --decode-options "num_tokens=200,max_tokens=220,min_tokens=180,variance=10" --url $URL --rates 1.0 --rates 10.0 --rates 30.0 --rates 100.0 --max-vus 8 --duration 120s --warmup 30s --benchmark-kind rate --model-name "phi-4" --tokenizer-name "microsoft/phi-4"
results/microsoft_phi-4_2025-05-28-13-42-11.json
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{
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"config": {
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"max_vus": 8,
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"duration_secs": 120,
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"benchmark_kind": "Rate",
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"warmup_duration_secs": 30,
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"rates": [
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1.0,
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10.0,
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30.0,
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100.0
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],
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"num_rates": 10,
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"prompt_options": {
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"num_tokens": 200,
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"min_tokens": 180,
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"max_tokens": 220,
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"variance": 10
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},
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"decode_options": {
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"num_tokens": 200,
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"min_tokens": 180,
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"max_tokens": 220,
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"variance": 10
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},
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"tokenizer": "microsoft/phi-4",
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"model_name": "phi-4",
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"profile": null,
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"meta": null,
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"run_id": "ik_llama.cpp -np 8, max-vus 8: unsloth/phi-4-GGUF:Q8_0 (200 tokens)"
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},
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"results": [
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{
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"id": "warmup",
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"executor_type": "ConstantVUs",
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"config": {
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"max_vus": 1,
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"duration_secs": 30,
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"rate": null
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},
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"total_requests": 10,
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"total_tokens": 2028,
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"token_throughput_secs": 70.47125620736956,
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| 44 |
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"duration_ms": 28777,
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| 45 |
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"time_to_first_token_ms": {
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"p50": 60.59,
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| 47 |
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"p60": 61.796,
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| 48 |
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"p70": 63.439,
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"p80": 64.946,
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"p90": 81.602,
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"p95": 155.918,
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"p99": 215.37,
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"avg": 75.779
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},
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"inter_token_latency_ms": {
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| 56 |
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"p50": 14.033,
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"p60": 14.194,
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"p70": 14.398,
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"p80": 14.584,
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"p90": 14.584,
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| 61 |
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"p95": 14.585,
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"p99": 14.586,
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| 63 |
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"avg": 13.878
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},
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| 65 |
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"failed_requests": 0,
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| 66 |
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"successful_requests": 10,
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| 67 |
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"request_rate": 0.3474914014170097,
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| 68 |
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"total_tokens_sent": 2000,
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| 69 |
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"e2e_latency_ms": {
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| 70 |
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"p50": 2864.745,
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"p60": 2908.546,
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"p80": 2988.578,
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"p90": 3093.512,
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"p95": 3147.24,
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"p99": 3190.223,
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| 77 |
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"avg": 2877.561
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| 78 |
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}
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| 79 |
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},
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| 80 |
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{
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| 81 |
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"id": "[email protected]/s",
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| 82 |
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"executor_type": "ConstantArrivalRate",
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| 83 |
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"config": {
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| 84 |
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"max_vus": 8,
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| 85 |
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| 86 |
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"rate": 1.0
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| 87 |
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},
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| 88 |
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"total_requests": 115,
|
| 89 |
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| 90 |
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"token_throughput_secs": 188.2822912572045,
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| 91 |
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"duration_ms": 118269,
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| 92 |
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"time_to_first_token_ms": {
|
| 93 |
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"p50": 77.545,
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"p60": 80.119,
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| 95 |
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"p70": 82.873,
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"p80": 84.894,
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"p90": 86.369,
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"p95": 88.841,
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"p99": 90.539,
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"avg": 78.252
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| 101 |
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},
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| 102 |
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"inter_token_latency_ms": {
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| 103 |
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"p50": 21.732,
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"p60": 21.861,
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"p70": 21.941,
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"p80": 22.088,
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"p90": 22.237,
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"p95": 22.379,
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"p99": 22.553,
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"avg": 21.692
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| 111 |
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},
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"failed_requests": 0,
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| 113 |
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"successful_requests": 115,
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| 114 |
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"request_rate": 0.9723578001876466,
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"total_tokens_sent": 23000,
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"e2e_latency_ms": {
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| 117 |
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"p50": 4378.041,
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"p60": 4425.06,
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"p70": 4485.123,
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"p80": 4522.143,
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"p90": 4622.866,
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"p95": 4718.184,
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"p99": 4806.536,
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"avg": 4258.713
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| 125 |
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}
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| 126 |
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},
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| 127 |
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{
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| 128 |
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"id": "[email protected]/s",
|
| 129 |
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"executor_type": "ConstantArrivalRate",
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| 130 |
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"config": {
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| 131 |
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"max_vus": 8,
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| 132 |
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"duration_secs": 120,
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| 133 |
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"rate": 10.0
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| 134 |
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},
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| 135 |
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"total_requests": 193,
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| 136 |
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"total_tokens": 37058,
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| 137 |
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"token_throughput_secs": 310.9991755719263,
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| 138 |
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"duration_ms": 119157,
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| 139 |
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"time_to_first_token_ms": {
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| 140 |
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"p50": 82.59,
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"p60": 84.095,
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"p70": 86.489,
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"p80": 88.756,
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"p90": 91.487,
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"p95": 93.974,
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"p99": 102.261,
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"avg": 82.342
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| 148 |
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},
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"inter_token_latency_ms": {
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"p50": 24.484,
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"p70": 24.683,
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"p80": 24.805,
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"p90": 25.007,
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"p95": 25.16,
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| 156 |
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"p99": 25.839,
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"avg": 24.636
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| 158 |
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},
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| 159 |
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"failed_requests": 0,
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"successful_requests": 193,
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| 161 |
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"request_rate": 1.6196999537314958,
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"total_tokens_sent": 38600,
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"e2e_latency_ms": {
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| 164 |
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"p50": 4935.02,
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"p60": 5008.802,
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"p70": 5069.111,
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"p95": 5378.949,
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"p99": 5423.959,
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"avg": 4767.408
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| 172 |
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}
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| 173 |
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},
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| 174 |
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{
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| 175 |
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"id": "[email protected]/s",
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| 176 |
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"executor_type": "ConstantArrivalRate",
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| 177 |
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"config": {
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| 178 |
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"max_vus": 8,
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"duration_secs": 120,
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"rate": 30.0
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},
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"total_requests": 194,
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"total_tokens": 37598,
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"token_throughput_secs": 314.1879498529714,
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"p50": 84.269,
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"p60": 86.906,
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"p70": 89.633,
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"p80": 93.125,
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"p90": 121.593,
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"p95": 131.792,
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"p99": 270.457,
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"avg": 93.428
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},
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"inter_token_latency_ms": {
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"avg": 24.62
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},
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"failed_requests": 0,
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"request_rate": 1.6211623562816229,
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"total_tokens_sent": 38800,
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"e2e_latency_ms": {
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"avg": 4841.162
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}
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},
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{
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"id": "[email protected]/s",
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| 223 |
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"executor_type": "ConstantArrivalRate",
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"config": {
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"max_vus": 8,
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"rate": 100.0
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},
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"duration_ms": 118725,
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"time_to_first_token_ms": {
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"p50": 88.263,
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"p70": 92.039,
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},
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"avg": 24.788
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},
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| 254 |
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| 255 |
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| 256 |
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| 257 |
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| 258 |
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| 259 |
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| 260 |
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| 261 |
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| 262 |
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| 263 |
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| 264 |
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| 265 |
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"avg": 4817.913
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| 266 |
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}
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| 267 |
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}
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| 268 |
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],
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| 269 |
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"start_time": "2025-05-28T13:34:12.239832087+00:00",
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| 270 |
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"end_time": "2025-05-28T13:42:11.658461959+00:00",
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| 271 |
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"system": {
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| 272 |
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"cpu": [
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| 273 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu0@4699MHz",
|
| 274 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu1@4699MHz",
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| 275 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu2@4699MHz",
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| 276 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu3@4699MHz",
|
| 277 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu4@4699MHz",
|
| 278 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu5@4699MHz",
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| 279 |
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|
| 280 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu7@4699MHz",
|
| 281 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu8@4699MHz",
|
| 282 |
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| 283 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu10@4699MHz",
|
| 284 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu11@4699MHz",
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| 285 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu12@4699MHz",
|
| 286 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu13@4699MHz",
|
| 287 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu14@4699MHz",
|
| 288 |
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"AMD Ryzen 7 9800X3D 8-Core Processor cpu15@4699MHz"
|
| 289 |
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],
|
| 290 |
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"memory": "83.47 GB",
|
| 291 |
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"os_name": "Debian GNU/Linux",
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| 292 |
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"os_version": "11",
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| 293 |
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"kernel": "5.15.167.4-microsoft-standard-WSL2",
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| 294 |
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"hostname": "computer"
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| 295 |
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}
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| 296 |
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}
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