[ { "axis": "00_dataset_preflight_alpaca", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/00_dataset_preflight_alpaca/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok8_nocap", "run_name": "llm_gpt2_gpu0_ds_alpaca_fixed_maxtok8_nocap", "model": "gpt2", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 8, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019975, "inference_energy_j": 0.288022, "inference_power_avg_w": 14.419, "inference_power_peak_w": 14.419, "inference_prefill_duration_s": 0.21, "inference_prefill_energy_j": 3.027984, "inference_prefill_power_avg_w": 14.419, "inference_prefill_power_peak_w": 14.419, "inference_decode_duration_s": 0.030035, "inference_decode_energy_j": 0.433074, "inference_decode_power_avg_w": 14.419, "inference_decode_power_peak_w": 14.419, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 0.0, "inference_idle_energy_j": 0.0, "inference_idle_power_avg_w": 0.0, "inference_idle_power_peak_w": 0.0, "idle_pre_duration_s": 30.000115, "idle_pre_energy_j": 1603.328479, "idle_pre_power_avg_w": 53.444011, "idle_pre_power_peak_w": 79.267, "idle_mid_duration_s": 32.519979, "idle_mid_energy_j": 318.662017, "idle_mid_power_avg_w": 9.798952, "idle_mid_power_peak_w": 14.791, "idle_post_duration_s": 29.989963, "idle_post_energy_j": 1580.137367, "idle_post_power_avg_w": 52.674196, "idle_post_power_peak_w": 78.677, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 1.0, "total_input_tokens": 7.0, "total_output_tokens": 8.0, "prefill_time_total_ms": 205.0161361694336, "decode_time_total_ms": 32.6995849609375, "prefill_time_avg_ms": 205.0161361694336, "decode_time_avg_ms": 32.6995849609375, "decode_tokens_per_s": 244.65142323845077, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 2.956127667427063, "est_decode_energy_j": 0.47149531555175783, "est_total_infer_energy_j": 3.4276229829788205, "est_j_per_output_token": 0.42845287287235256 }, { "axis": "00_dataset_preflight_longbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/00_dataset_preflight_longbench/llm_gpt2_gpu0_ds_longbench_fixed_maxtok8_nocap", "run_name": "llm_gpt2_gpu0_ds_longbench_fixed_maxtok8_nocap", "model": "gpt2", "prompt_set": "longbench", "inference_pattern": "fixed", "gen_max_new_tokens": 8, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.042038, "inference_energy_j": 0.352909, "inference_power_avg_w": 8.395, "inference_power_peak_w": 8.395, "inference_prefill_duration_s": 0.169986, "inference_prefill_energy_j": 1.427029, "inference_prefill_power_avg_w": 8.395, "inference_prefill_power_peak_w": 8.395, "inference_decode_duration_s": 0.080003, "inference_decode_energy_j": 0.671622, "inference_decode_power_avg_w": 8.395, "inference_decode_power_peak_w": 8.395, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 0.0, "inference_idle_energy_j": 0.0, "inference_idle_power_avg_w": 0.0, "inference_idle_power_peak_w": 0.0, "idle_pre_duration_s": 30.01007, "idle_pre_energy_j": 1644.34956, "idle_pre_power_avg_w": 54.793168, "idle_pre_power_peak_w": 79.372, "idle_mid_duration_s": 34.127366, "idle_mid_energy_j": 333.663614, "idle_mid_power_avg_w": 9.777326, "idle_mid_power_peak_w": 14.891, "idle_post_duration_s": 29.989997, "idle_post_energy_j": 1565.099801, "idle_post_power_avg_w": 52.172607, "idle_post_power_peak_w": 80.133, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 1.0, "total_input_tokens": 512.0, "total_output_tokens": 8.0, "prefill_time_total_ms": 171.48399353027344, "decode_time_total_ms": 74.22256469726562, "prefill_time_avg_ms": 171.48399353027344, "decode_time_avg_ms": 74.22256469726562, "decode_tokens_per_s": 107.78393380274451, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 1.4396081256866455, "est_decode_energy_j": 0.6230984306335449, "est_total_infer_energy_j": 2.0627065563201903, "est_j_per_output_token": 0.2578383195400238 }, { "axis": "00_dataset_preflight_mmlu-pro", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/00_dataset_preflight_mmlu-pro/llm_gpt2_gpu0_ds_mmlu-pro_fixed_maxtok8_nocap", "run_name": "llm_gpt2_gpu0_ds_mmlu-pro_fixed_maxtok8_nocap", "model": "gpt2", "prompt_set": "mmlu-pro", "inference_pattern": "fixed", "gen_max_new_tokens": 8, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.01989, "inference_energy_j": 0.300305, "inference_power_avg_w": 15.098, "inference_power_peak_w": 15.098, "inference_prefill_duration_s": 0.17001, "inference_prefill_energy_j": 2.566806, "inference_prefill_power_avg_w": 15.098, "inference_prefill_power_peak_w": 15.098, "inference_decode_duration_s": 0.059992, "inference_decode_energy_j": 0.905765, "inference_decode_power_avg_w": 15.098, "inference_decode_power_peak_w": 15.098, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 0.0, "inference_idle_energy_j": 0.0, "inference_idle_power_avg_w": 0.0, "inference_idle_power_peak_w": 0.0, "idle_pre_duration_s": 30.000103, "idle_pre_energy_j": 1647.366947, "idle_pre_power_avg_w": 54.912037, "idle_pre_power_peak_w": 78.797, "idle_mid_duration_s": 32.530073, "idle_mid_energy_j": 327.709257, "idle_mid_power_avg_w": 10.074017, "idle_mid_power_peak_w": 15.098, "idle_post_duration_s": 29.990102, "idle_post_energy_j": 1613.305145, "idle_post_power_avg_w": 53.779683, "idle_post_power_peak_w": 80.439, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 1.0, "total_input_tokens": 187.0, "total_output_tokens": 8.0, "prefill_time_total_ms": 161.78297996520996, "decode_time_total_ms": 66.1475658416748, "prefill_time_avg_ms": 161.78297996520996, "decode_time_avg_ms": 66.1475658416748, "decode_tokens_per_s": 120.94171415389827, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 2.44259943151474, "est_decode_energy_j": 0.9986959490776063, "est_total_infer_energy_j": 3.4412953805923463, "est_j_per_output_token": 0.4301619225740433 }, { "axis": "00_smoke_test", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/00_smoke_test/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok16_nocap", "run_name": "llm_gpt2_gpu0_ds_alpaca_fixed_maxtok16_nocap", "model": "gpt2", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 16, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.020489, "inference_energy_j": 0.301808, "inference_power_avg_w": 14.73, "inference_power_peak_w": 14.73, "inference_prefill_duration_s": 0.189995, "inference_prefill_energy_j": 3.088379, "inference_prefill_power_avg_w": 16.255, "inference_prefill_power_peak_w": 20.525, "inference_decode_duration_s": 0.059996, "inference_decode_energy_j": 1.231422, "inference_decode_power_avg_w": 20.525, "inference_decode_power_peak_w": 20.525, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 0.0, "inference_idle_energy_j": 0.0, "inference_idle_power_avg_w": 0.0, "inference_idle_power_peak_w": 0.0, "idle_pre_duration_s": 30.01007, "idle_pre_energy_j": 1567.207726, "idle_pre_power_avg_w": 52.222543, "idle_pre_power_peak_w": 79.077, "idle_mid_duration_s": 32.542551, "idle_mid_energy_j": 315.063969, "idle_mid_power_avg_w": 9.681512, "idle_mid_power_peak_w": 15.206, "idle_post_duration_s": 29.990151, "idle_post_energy_j": 1579.788627, "idle_post_power_avg_w": 52.662576, "idle_post_power_peak_w": 81.762, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 1.0, "total_input_tokens": 7.0, "total_output_tokens": 16.0, "prefill_time_total_ms": 194.95677947998047, "decode_time_total_ms": 53.414344787597656, "prefill_time_avg_ms": 194.95677947998047, "decode_time_avg_ms": 53.414344787597656, "decode_tokens_per_s": 299.54500169615596, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 3.1690224504470823, "est_decode_energy_j": 1.0963294267654418, "est_total_infer_energy_j": 4.265351877212524, "est_j_per_output_token": 0.26658449232578274 }, { "axis": "01_model_scaling_initial", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/01_model_scaling_initial/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_gpt2_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "gpt2", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.0, "inference_energy_j": 0.0, "inference_power_avg_w": 0.0, "inference_power_peak_w": 0.0, "inference_prefill_duration_s": 0.390446, "inference_prefill_energy_j": 15.008107, "inference_prefill_power_avg_w": 38.615103, "inference_prefill_power_peak_w": 78.664, "inference_decode_duration_s": 10.159686, "inference_decode_energy_j": 785.23359, "inference_decode_power_avg_w": 77.289164, "inference_decode_power_peak_w": 92.152, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.051112, "inference_idle_energy_j": 11951.016683, "inference_idle_power_avg_w": 82.391827, "inference_idle_power_peak_w": 100.889, "idle_pre_duration_s": 30.010087, "idle_pre_energy_j": 1607.821557, "idle_pre_power_avg_w": 53.575974, "idle_pre_power_peak_w": 78.753, "idle_mid_duration_s": 32.509978, "idle_mid_energy_j": 328.723316, "idle_mid_power_avg_w": 10.11145, "idle_mid_power_peak_w": 15.123, "idle_post_duration_s": 29.989968, "idle_post_energy_j": 1700.086444, "idle_post_power_avg_w": 56.672675, "idle_post_power_peak_w": 98.44, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 382.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 351.2871265411377, "decode_time_total_ms": 10172.576665878296, "prefill_time_avg_ms": 11.70957088470459, "decode_time_avg_ms": 339.08588886260986, "decode_tokens_per_s": 377.48548141990887, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 13.564988573960065, "est_decode_energy_j": 786.2299462316408, "est_total_infer_energy_j": 799.7949348056009, "est_j_per_output_token": 0.20827993093895855 }, { "axis": "01_model_scaling_initial", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/01_model_scaling_initial/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "llama3.1-8b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019993, "inference_energy_j": 0.175954, "inference_power_avg_w": 8.801, "inference_power_peak_w": 8.801, "inference_prefill_duration_s": 0.749094, "inference_prefill_energy_j": 39.663901, "inference_prefill_power_avg_w": 52.983093, "inference_prefill_power_peak_w": 80.049, "inference_decode_duration_s": 50.320099, "inference_decode_energy_j": 11396.476805, "inference_decode_power_avg_w": 226.479781, "inference_decode_power_peak_w": 435.624, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.030832, "inference_idle_energy_j": 22033.793405, "inference_idle_power_avg_w": 151.924723, "inference_idle_power_peak_w": 435.54, "idle_pre_duration_s": 30.010067, "idle_pre_energy_j": 1603.038903, "idle_pre_power_avg_w": 53.416613, "idle_pre_power_peak_w": 80.009, "idle_mid_duration_s": 32.500002, "idle_mid_energy_j": 323.112906, "idle_mid_power_avg_w": 9.941925, "idle_mid_power_peak_w": 15.166, "idle_post_duration_s": 29.989985, "idle_post_energy_j": 2011.70938, "idle_post_power_avg_w": 67.059371, "idle_post_power_peak_w": 434.985, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 383.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 751.5397071838379, "decode_time_total_ms": 50284.16037559509, "prefill_time_avg_ms": 25.051323572794598, "decode_time_avg_ms": 1676.1386791865032, "decode_tokens_per_s": 76.3659961967607, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 39.81889819891405, "est_decode_energy_j": 11388.345629633655, "est_total_infer_energy_j": 11428.164527832569, "est_j_per_output_token": 2.976084512456398 }, { "axis": "01_model_scaling_initial", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/01_model_scaling_initial/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "mistral-7b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019997, "inference_energy_j": 0.166494, "inference_power_avg_w": 8.326, "inference_power_peak_w": 8.326, "inference_prefill_duration_s": 0.770235, "inference_prefill_energy_j": 39.353198, "inference_prefill_power_avg_w": 51.087766, "inference_prefill_power_peak_w": 78.997, "inference_decode_duration_s": 44.859541, "inference_decode_energy_j": 9944.680687, "inference_decode_power_avg_w": 221.68444, "inference_decode_power_peak_w": 428.021, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.050237, "inference_idle_energy_j": 21224.019556, "inference_idle_power_avg_w": 146.321186, "inference_idle_power_peak_w": 428.021, "idle_pre_duration_s": 30.010116, "idle_pre_energy_j": 1623.648032, "idle_pre_power_avg_w": 54.103225, "idle_pre_power_peak_w": 79.894, "idle_mid_duration_s": 32.47995, "idle_mid_energy_j": 319.445465, "idle_mid_power_avg_w": 9.835167, "idle_mid_power_peak_w": 15.212, "idle_post_duration_s": 29.989994, "idle_post_energy_j": 1991.507512, "idle_post_power_avg_w": 66.38616, "idle_post_power_peak_w": 427.244, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 430.0, "total_output_tokens": 3562.0, "prefill_time_total_ms": 776.4148712158203, "decode_time_total_ms": 44843.59335899353, "prefill_time_avg_ms": 25.88049570719401, "decode_time_avg_ms": 1494.7864452997844, "decode_tokens_per_s": 79.43163634288975, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 39.66530125959397, "est_decode_energy_j": 9941.1268813762, "est_total_infer_energy_j": 9980.792182635794, "est_j_per_output_token": 2.8020191416720364 }, { "axis": "01_model_scaling_initial", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/01_model_scaling_initial/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019997, "inference_energy_j": 0.181133, "inference_power_avg_w": 9.058, "inference_power_peak_w": 9.058, "inference_prefill_duration_s": 1.18955, "inference_prefill_energy_j": 52.329583, "inference_prefill_power_avg_w": 44.006042, "inference_prefill_power_peak_w": 78.961, "inference_decode_duration_s": 52.330052, "inference_decode_energy_j": 9071.174013, "inference_decode_power_avg_w": 173.34491, "inference_decode_power_peak_w": 298.237, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.030406, "inference_idle_energy_j": 18406.707336, "inference_idle_power_avg_w": 126.916123, "inference_idle_power_peak_w": 298.645, "idle_pre_duration_s": 30.010068, "idle_pre_energy_j": 1642.108328, "idle_pre_power_avg_w": 54.718406, "idle_pre_power_peak_w": 80.824, "idle_mid_duration_s": 32.559997, "idle_mid_energy_j": 332.204899, "idle_mid_power_avg_w": 10.202868, "idle_mid_power_peak_w": 15.328, "idle_post_duration_s": 29.990067, "idle_post_energy_j": 1942.928666, "idle_post_power_avg_w": 64.766899, "idle_post_power_peak_w": 293.197, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 1154.5767784118652, "decode_time_total_ms": 52338.07301521301, "prefill_time_avg_ms": 38.48589261372884, "decode_time_avg_ms": 1744.6024338404338, "decode_tokens_per_s": 72.85327449659222, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 50.80835420301724, "est_decode_energy_j": 9072.538556395528, "est_total_infer_energy_j": 9123.346910598546, "est_j_per_output_token": 2.392695229635076 }, { "axis": "02_decode_length_32_128", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/02_decode_length_32_128/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.010105, "inference_energy_j": 0.083383, "inference_power_avg_w": 8.252, "inference_power_peak_w": 8.252, "inference_prefill_duration_s": 0.859289, "inference_prefill_energy_j": 46.769523, "inference_prefill_power_avg_w": 54.453512, "inference_prefill_power_peak_w": 78.799, "inference_decode_duration_s": 50.449923, "inference_decode_energy_j": 8827.995613, "inference_decode_power_avg_w": 174.985012, "inference_decode_power_peak_w": 307.146, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.040859, "inference_idle_energy_j": 18347.689601, "inference_idle_power_avg_w": 126.5004, "inference_idle_power_peak_w": 307.146, "idle_pre_duration_s": 30.00013, "idle_pre_energy_j": 1604.198586, "idle_pre_power_avg_w": 53.472922, "idle_pre_power_peak_w": 81.719, "idle_mid_duration_s": 32.49993, "idle_mid_energy_j": 306.339518, "idle_mid_power_avg_w": 9.425852, "idle_mid_power_peak_w": 14.735, "idle_post_duration_s": 29.990028, "idle_post_energy_j": 1829.969002, "idle_post_power_avg_w": 61.001455, "idle_post_power_peak_w": 299.566, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 823.1363296508789, "decode_time_total_ms": 50465.76762199402, "prefill_time_avg_ms": 27.437877655029297, "decode_time_avg_ms": 1682.1922540664673, "decode_tokens_per_s": 75.55616766915513, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 44.82266400428009, "est_decode_energy_j": 8830.752952923835, "est_total_infer_energy_j": 8875.575616928114, "est_j_per_output_token": 2.3277145599077143 }, { "axis": "02_decode_length_32_128", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/02_decode_length_32_128/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 32, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019997, "inference_energy_j": 0.171331, "inference_power_avg_w": 8.568, "inference_power_peak_w": 8.568, "inference_prefill_duration_s": 0.799165, "inference_prefill_energy_j": 42.153896, "inference_prefill_power_avg_w": 52.7747, "inference_prefill_power_peak_w": 78.645, "inference_decode_duration_s": 12.579192, "inference_decode_energy_j": 1071.341996, "inference_decode_power_avg_w": 85.168576, "inference_decode_power_peak_w": 142.566, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.031649, "inference_idle_energy_j": 15060.587644, "inference_idle_power_avg_w": 103.843522, "inference_idle_power_peak_w": 182.323, "idle_pre_duration_s": 30.01007, "idle_pre_energy_j": 1574.056232, "idle_pre_power_avg_w": 52.450822, "idle_pre_power_peak_w": 80.266, "idle_mid_duration_s": 32.589995, "idle_mid_energy_j": 315.691709, "idle_mid_power_avg_w": 9.686778, "idle_mid_power_peak_w": 14.891, "idle_post_duration_s": 29.990004, "idle_post_energy_j": 1738.090513, "idle_post_power_avg_w": 57.939365, "idle_post_power_peak_w": 155.408, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 960.0, "prefill_time_total_ms": 813.4841918945312, "decode_time_total_ms": 12541.171073913574, "prefill_time_avg_ms": 27.116139729817707, "decode_time_avg_ms": 418.03903579711914, "decode_tokens_per_s": 76.54787534131167, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 42.93138418197632, "est_decode_energy_j": 1068.1136817376098, "est_total_infer_energy_j": 1111.045065919586, "est_j_per_output_token": 1.1573386103329022 }, { "axis": "03_dataset_alpaca_mmlu_longbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/03_dataset_alpaca_mmlu_longbench/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.012503, "inference_energy_j": 0.107862, "inference_power_avg_w": 8.627, "inference_power_peak_w": 8.627, "inference_prefill_duration_s": 0.780032, "inference_prefill_energy_j": 40.855412, "inference_prefill_power_avg_w": 52.386, "inference_prefill_power_peak_w": 78.694, "inference_decode_duration_s": 50.37973, "inference_decode_energy_j": 8754.992437, "inference_decode_power_avg_w": 173.779675, "inference_decode_power_peak_w": 306.055, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.090316, "inference_idle_energy_j": 18490.214541, "inference_idle_power_avg_w": 127.439403, "inference_idle_power_peak_w": 308.378, "idle_pre_duration_s": 30.010114, "idle_pre_energy_j": 1654.858879, "idle_pre_power_avg_w": 55.143311, "idle_pre_power_peak_w": 81.191, "idle_mid_duration_s": 32.569917, "idle_mid_energy_j": 328.669217, "idle_mid_power_avg_w": 10.091156, "idle_mid_power_peak_w": 14.976, "idle_post_duration_s": 29.990025, "idle_post_energy_j": 1896.990701, "idle_post_power_avg_w": 63.237833, "idle_post_power_peak_w": 301.287, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 803.7416934967041, "decode_time_total_ms": 50382.55953788757, "prefill_time_avg_ms": 26.79138978322347, "decode_time_avg_ms": 1679.4186512629192, "decode_tokens_per_s": 75.68095061015374, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 42.10481235551834, "est_decode_energy_j": 8755.464822162252, "est_total_infer_energy_j": 8797.569634517771, "est_j_per_output_token": 2.307256657361073 }, { "axis": "03_dataset_alpaca_mmlu_longbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/03_dataset_alpaca_mmlu_longbench/llm_qwen3-4b_gpu0_ds_longbench_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_longbench_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "longbench", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 4096, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.040708, "inference_energy_j": 0.348621, "inference_power_avg_w": 8.564, "inference_power_peak_w": 8.564, "inference_prefill_duration_s": 4.189805, "inference_prefill_energy_j": 305.237196, "inference_prefill_power_avg_w": 72.851988, "inference_prefill_power_peak_w": 93.708, "inference_decode_duration_s": 54.299759, "inference_decode_energy_j": 12306.165997, "inference_decode_power_avg_w": 226.633917, "inference_decode_power_peak_w": 357.789, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.580408, "inference_idle_energy_j": 18628.981504, "inference_idle_power_avg_w": 127.963353, "inference_idle_power_peak_w": 318.174, "idle_pre_duration_s": 30.000164, "idle_pre_energy_j": 1576.83161, "idle_pre_power_avg_w": 52.560825, "idle_pre_power_peak_w": 81.158, "idle_mid_duration_s": 34.057265, "idle_mid_energy_j": 333.623022, "idle_mid_power_avg_w": 9.796193, "idle_mid_power_peak_w": 14.857, "idle_post_duration_s": 29.989995, "idle_post_energy_j": 1898.624373, "idle_post_power_avg_w": 63.29235, "idle_post_power_peak_w": 312.159, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 122880.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 4171.168088912964, "decode_time_total_ms": 54290.35472869873, "prefill_time_avg_ms": 139.0389362970988, "decode_time_avg_ms": 1809.6784909566243, "decode_tokens_per_s": 70.73079590636965, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 303.8778875594702, "est_decode_energy_j": 12304.035747484466, "est_total_infer_energy_j": 12607.913635043937, "est_j_per_output_token": 3.2833108424593584 }, { "axis": "03_dataset_alpaca_mmlu_longbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/03_dataset_alpaca_mmlu_longbench/llm_qwen3-4b_gpu0_ds_mmlu-pro_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_mmlu-pro_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "mmlu-pro", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.029263, "inference_energy_j": 0.411496, "inference_power_avg_w": 14.062, "inference_power_peak_w": 14.062, "inference_prefill_duration_s": 0.950341, "inference_prefill_energy_j": 57.671817, "inference_prefill_power_avg_w": 60.681747, "inference_prefill_power_peak_w": 79.125, "inference_decode_duration_s": 53.989575, "inference_decode_energy_j": 9909.655592, "inference_decode_power_avg_w": 183.547178, "inference_decode_power_peak_w": 294.889, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.07009, "inference_idle_energy_j": 17868.819869, "inference_idle_power_avg_w": 123.173523, "inference_idle_power_peak_w": 294.889, "idle_pre_duration_s": 30.010097, "idle_pre_energy_j": 1591.493216, "idle_pre_power_avg_w": 53.03189, "idle_pre_power_peak_w": 81.269, "idle_mid_duration_s": 32.53075, "idle_mid_energy_j": 318.208575, "idle_mid_power_avg_w": 9.781671, "idle_mid_power_peak_w": 14.584, "idle_post_duration_s": 29.990003, "idle_post_energy_j": 1861.256906, "idle_post_power_avg_w": 62.044558, "idle_post_power_peak_w": 293.019, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 5055.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 933.809757232666, "decode_time_total_ms": 53982.61785507202, "prefill_time_avg_ms": 31.126991907755535, "decode_time_avg_ms": 1799.4205951690674, "decode_tokens_per_s": 71.13400854899827, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 56.66520743452406, "est_decode_energy_j": 9908.357168350884, "est_total_infer_energy_j": 9965.022375785407, "est_j_per_output_token": 2.5950579103607834 }, { "axis": "04_decode_length_32_256_512", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok256_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok256_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 256, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019992, "inference_energy_j": 0.14908, "inference_power_avg_w": 7.457, "inference_power_peak_w": 7.457, "inference_prefill_duration_s": 0.849989, "inference_prefill_energy_j": 46.642753, "inference_prefill_power_avg_w": 54.875129, "inference_prefill_power_peak_w": 78.824, "inference_decode_duration_s": 101.828956, "inference_decode_energy_j": 23629.733066, "inference_decode_power_avg_w": 232.052152, "inference_decode_power_peak_w": 296.876, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.021068, "inference_idle_energy_j": 17810.108217, "inference_idle_power_avg_w": 122.809769, "inference_idle_power_peak_w": 294.409, "idle_pre_duration_s": 30.010071, "idle_pre_energy_j": 1602.606878, "idle_pre_power_avg_w": 53.402125, "idle_pre_power_peak_w": 81.448, "idle_mid_duration_s": 32.789999, "idle_mid_energy_j": 305.828492, "idle_mid_power_avg_w": 9.32686, "idle_mid_power_peak_w": 15.038, "idle_post_duration_s": 29.990056, "idle_post_energy_j": 1844.239861, "idle_post_power_avg_w": 61.476987, "idle_post_power_peak_w": 288.339, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 7205.0, "prefill_time_total_ms": 828.0079364776611, "decode_time_total_ms": 101814.5387172699, "prefill_time_avg_ms": 27.60026454925537, "decode_time_avg_ms": 3393.81795724233, "decode_tokens_per_s": 70.7659248941613, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 45.43704232723546, "est_decode_energy_j": 23626.2828142298, "est_total_infer_energy_j": 23671.719856557032, "est_j_per_output_token": 3.285457301395841 }, { "axis": "04_decode_length_32_256_512", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 32, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019993, "inference_energy_j": 0.177717, "inference_power_avg_w": 8.889, "inference_power_peak_w": 8.889, "inference_prefill_duration_s": 0.859627, "inference_prefill_energy_j": 46.296709, "inference_prefill_power_avg_w": 53.868209, "inference_prefill_power_peak_w": 78.443, "inference_decode_duration_s": 13.169953, "inference_decode_energy_j": 1106.066293, "inference_decode_power_avg_w": 83.984027, "inference_decode_power_peak_w": 163.969, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.060436, "inference_idle_energy_j": 15055.021566, "inference_idle_power_avg_w": 103.784482, "inference_idle_power_peak_w": 181.39, "idle_pre_duration_s": 30.010115, "idle_pre_energy_j": 1585.73269, "idle_pre_power_avg_w": 52.839938, "idle_pre_power_peak_w": 81.103, "idle_mid_duration_s": 32.599953, "idle_mid_energy_j": 308.415283, "idle_mid_power_avg_w": 9.460576, "idle_mid_power_peak_w": 14.453, "idle_post_duration_s": 29.990037, "idle_post_energy_j": 1767.194584, "idle_post_power_avg_w": 58.909365, "idle_post_power_peak_w": 159.079, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 960.0, "prefill_time_total_ms": 836.2362384796143, "decode_time_total_ms": 13192.95358657837, "prefill_time_avg_ms": 27.87454128265381, "decode_time_avg_ms": 439.7651195526123, "decode_tokens_per_s": 72.76611667736329, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 45.046548467793706, "est_decode_energy_j": 1107.9973702249445, "est_total_infer_energy_j": 1153.043918692738, "est_j_per_output_token": 1.2010874153049356 }, { "axis": "04_decode_length_32_256_512", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok512_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok512_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 512, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019999, "inference_energy_j": 0.16929, "inference_power_avg_w": 8.465, "inference_power_peak_w": 8.465, "inference_prefill_duration_s": 0.808914, "inference_prefill_energy_j": 43.824297, "inference_prefill_power_avg_w": 54.208815, "inference_prefill_power_peak_w": 79.14, "inference_decode_duration_s": 173.619887, "inference_decode_energy_j": 46206.355583, "inference_decode_power_avg_w": 266.134713, "inference_decode_power_peak_w": 309.218, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.051243, "inference_idle_energy_j": 18530.060449, "inference_idle_power_avg_w": 127.748967, "inference_idle_power_peak_w": 309.218, "idle_pre_duration_s": 30.010091, "idle_pre_energy_j": 1574.822336, "idle_pre_power_avg_w": 52.476258, "idle_pre_power_peak_w": 81.83, "idle_mid_duration_s": 32.689973, "idle_mid_energy_j": 313.902395, "idle_mid_power_avg_w": 9.602183, "idle_mid_power_peak_w": 14.884, "idle_post_duration_s": 29.989958, "idle_post_energy_j": 1903.923634, "idle_post_power_avg_w": 63.467131, "idle_post_power_peak_w": 306.079, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 13162.0, "prefill_time_total_ms": 790.414571762085, "decode_time_total_ms": 173633.0442428589, "prefill_time_avg_ms": 26.3471523920695, "decode_time_avg_ms": 5787.76814142863, "decode_tokens_per_s": 75.8035433715626, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 42.84743729395509, "est_decode_energy_j": 46209.780396889546, "est_total_infer_energy_j": 46252.6278341835, "est_j_per_output_token": 3.5141033151636147 }, { "axis": "05_inference_pattern_fixed_var_burst", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_burst_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_burst_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "burst", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019991, "inference_energy_j": 0.149735, "inference_power_avg_w": 7.49, "inference_power_peak_w": 7.49, "inference_prefill_duration_s": 0.879419, "inference_prefill_energy_j": 77.123012, "inference_prefill_power_avg_w": 87.741682, "inference_prefill_power_peak_w": 209.446, "inference_decode_duration_s": 70.260518, "inference_decode_energy_j": 15053.596857, "inference_decode_power_avg_w": 214.254485, "inference_decode_power_peak_w": 306.608, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 135.000096, "inference_idle_energy_j": 12583.836466, "inference_idle_power_avg_w": 93.213549, "inference_idle_power_peak_w": 306.265, "idle_pre_duration_s": 30.010114, "idle_pre_energy_j": 1563.549671, "idle_pre_power_avg_w": 52.100654, "idle_pre_power_peak_w": 78.054, "idle_mid_duration_s": 34.459961, "idle_mid_energy_j": 310.820416, "idle_mid_power_avg_w": 9.019747, "idle_mid_power_peak_w": 14.669, "idle_post_duration_s": 29.990058, "idle_post_energy_j": 1848.648322, "idle_post_power_avg_w": 61.624371, "idle_post_power_peak_w": 304.928, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 842.4417972564697, "decode_time_total_ms": 50234.103202819824, "prefill_time_avg_ms": 28.081393241882324, "decode_time_avg_ms": 1674.4701067606609, "decode_tokens_per_s": 75.90460975495154, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 73.91726027838564, "est_decode_energy_j": 10762.881911157012, "est_total_infer_energy_j": 10836.799171435398, "est_j_per_output_token": 2.8420663969146074 }, { "axis": "05_inference_pattern_fixed_var_burst", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_concurrent_burst_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_concurrent_burst_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "concurrent_burst", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.0, "inference_energy_j": 0.0, "inference_power_avg_w": 0.0, "inference_power_peak_w": 0.0, "inference_prefill_duration_s": 0.769007, "inference_prefill_energy_j": 134.572444, "inference_prefill_power_avg_w": 175.111338, "inference_prefill_power_peak_w": 302.308, "inference_decode_duration_s": 51.260831, "inference_decode_energy_j": 14560.259993, "inference_decode_power_avg_w": 284.042518, "inference_decode_power_peak_w": 302.308, "inference_queue_duration_s": 0.060016, "inference_queue_energy_j": 6.276485, "inference_queue_power_avg_w": 104.672, "inference_queue_power_peak_w": 299.765, "inference_idle_duration_s": 12.110192, "inference_idle_energy_j": 1059.109758, "inference_idle_power_avg_w": 87.455975, "inference_idle_power_peak_w": 300.681, "idle_pre_duration_s": 30.010117, "idle_pre_energy_j": 1551.503898, "idle_pre_power_avg_w": 51.699203, "idle_pre_power_peak_w": 78.606, "idle_mid_duration_s": 34.029951, "idle_mid_energy_j": 313.646389, "idle_mid_power_avg_w": 9.216716, "idle_mid_power_peak_w": 14.493, "idle_post_duration_s": 29.990076, "idle_post_energy_j": 1855.718753, "idle_post_power_avg_w": 61.860187, "idle_post_power_peak_w": 297.889, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 742.9652214050293, "decode_time_total_ms": 51271.57258987427, "prefill_time_avg_ms": 24.765507380167644, "decode_time_avg_ms": 1709.0524196624756, "decode_tokens_per_s": 74.36869609014173, "queue_wait_avg_ms": 15612.065561612448, "e2e_latency_avg_ms": 17348.279865582783, "est_prefill_energy_j": 130.1016340077009, "est_decode_energy_j": 14563.306580247667, "est_total_infer_energy_j": 14693.408214255367, "est_j_per_output_token": 3.853503334449349 }, { "axis": "05_inference_pattern_fixed_var_burst", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019569, "inference_energy_j": 0.155574, "inference_power_avg_w": 7.95, "inference_power_peak_w": 7.95, "inference_prefill_duration_s": 0.869939, "inference_prefill_energy_j": 46.206683, "inference_prefill_power_avg_w": 53.117425, "inference_prefill_power_peak_w": 78.514, "inference_decode_duration_s": 50.219731, "inference_decode_energy_j": 8726.656689, "inference_decode_power_avg_w": 173.768944, "inference_decode_power_peak_w": 306.801, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.030374, "inference_idle_energy_j": 18290.014867, "inference_idle_power_avg_w": 126.111589, "inference_idle_power_peak_w": 306.801, "idle_pre_duration_s": 30.010085, "idle_pre_energy_j": 1539.710153, "idle_pre_power_avg_w": 51.306368, "idle_pre_power_peak_w": 78.65, "idle_mid_duration_s": 34.124767, "idle_mid_energy_j": 316.317988, "idle_mid_power_avg_w": 9.268048, "idle_mid_power_peak_w": 14.899, "idle_post_duration_s": 29.989972, "idle_post_energy_j": 1860.32329, "idle_post_power_avg_w": 62.013786, "idle_post_power_peak_w": 301.779, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 839.3146991729736, "decode_time_total_ms": 50214.84303474426, "prefill_time_avg_ms": 27.97715663909912, "decode_time_avg_ms": 1673.828101158142, "decode_tokens_per_s": 75.933723368641, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 44.582235584717985, "est_decode_energy_j": 8725.780247273266, "est_total_infer_energy_j": 8770.362482857983, "est_j_per_output_token": 2.3001212910721174 }, { "axis": "05_inference_pattern_fixed_var_burst", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_variable_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_variable_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "variable", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019996, "inference_energy_j": 0.15553, "inference_power_avg_w": 7.778, "inference_power_peak_w": 7.778, "inference_prefill_duration_s": 0.859922, "inference_prefill_energy_j": 48.004394, "inference_prefill_power_avg_w": 55.826674, "inference_prefill_power_peak_w": 120.794, "inference_decode_duration_s": 52.179703, "inference_decode_energy_j": 9180.784151, "inference_decode_power_avg_w": 175.945055, "inference_decode_power_peak_w": 299.051, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 154.910412, "inference_idle_energy_j": 19137.468548, "inference_idle_power_avg_w": 123.539041, "inference_idle_power_peak_w": 300.718, "idle_pre_duration_s": 30.010073, "idle_pre_energy_j": 1530.29808, "idle_pre_power_avg_w": 50.992755, "idle_pre_power_peak_w": 79.454, "idle_mid_duration_s": 34.119995, "idle_mid_energy_j": 322.801023, "idle_mid_power_avg_w": 9.460761, "idle_mid_power_peak_w": 15.037, "idle_post_duration_s": 29.989974, "idle_post_energy_j": 1814.721751, "idle_post_power_avg_w": 60.494338, "idle_post_power_peak_w": 294.682, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 854.7377586364746, "decode_time_total_ms": 52178.68447303772, "prefill_time_avg_ms": 28.49125862121582, "decode_time_avg_ms": 1739.2894824345906, "decode_tokens_per_s": 73.07581704115769, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 47.71716620688915, "est_decode_energy_j": 9180.581509436268, "est_total_infer_energy_j": 9228.298675643156, "est_j_per_output_token": 2.4202199516504477 }, { "axis": "06_power_cap_345_460_575", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/06_power_cap_345_460_575/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap345W", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap345W", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": 345, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019388, "inference_energy_j": 0.272806, "inference_power_avg_w": 14.071, "inference_power_peak_w": 14.071, "inference_prefill_duration_s": 0.588955, "inference_prefill_energy_j": 44.601832, "inference_prefill_power_avg_w": 75.734119, "inference_prefill_power_peak_w": 78.555, "inference_decode_duration_s": 52.469806, "inference_decode_energy_j": 9493.974764, "inference_decode_power_avg_w": 180.940888, "inference_decode_power_peak_w": 297.532, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.021276, "inference_idle_energy_j": 17954.84139, "inference_idle_power_avg_w": 123.808138, "inference_idle_power_peak_w": 297.532, "idle_pre_duration_s": 30.000101, "idle_pre_energy_j": 1556.146732, "idle_pre_power_avg_w": 51.87134, "idle_pre_power_peak_w": 80.471, "idle_mid_duration_s": 32.840578, "idle_mid_energy_j": 305.60755, "idle_mid_power_avg_w": 9.3057, "idle_mid_power_peak_w": 14.588, "idle_post_duration_s": 29.99001, "idle_post_energy_j": 1862.867845, "idle_post_power_avg_w": 62.099339, "idle_post_power_peak_w": 290.696, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 547.9934215545654, "decode_time_total_ms": 52478.959798812866, "prefill_time_avg_ms": 18.26644738515218, "decode_time_avg_ms": 1749.298659960429, "decode_tokens_per_s": 72.6576901413022, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 41.50179899923063, "est_decode_energy_j": 9495.589587313501, "est_total_infer_energy_j": 9537.091386312732, "est_j_per_output_token": 2.501204140129224 }, { "axis": "06_power_cap_345_460_575", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/06_power_cap_345_460_575/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap460W", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap460W", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": 460, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.018789, "inference_energy_j": 0.158957, "inference_power_avg_w": 8.46, "inference_power_peak_w": 8.46, "inference_prefill_duration_s": 0.579816, "inference_prefill_energy_j": 43.802933, "inference_prefill_power_avg_w": 75.547138, "inference_prefill_power_peak_w": 78.496, "inference_decode_duration_s": 52.949512, "inference_decode_energy_j": 9177.02313, "inference_decode_power_avg_w": 173.31608, "inference_decode_power_peak_w": 295.734, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.03068, "inference_idle_energy_j": 18273.87197, "inference_idle_power_avg_w": 125.9999, "inference_idle_power_peak_w": 295.734, "idle_pre_duration_s": 30.000125, "idle_pre_energy_j": 1528.548729, "idle_pre_power_avg_w": 50.951346, "idle_pre_power_peak_w": 79.65, "idle_mid_duration_s": 32.791145, "idle_mid_energy_j": 323.683782, "idle_mid_power_avg_w": 9.871129, "idle_mid_power_peak_w": 14.78, "idle_post_duration_s": 29.990001, "idle_post_energy_j": 1859.518123, "idle_post_power_avg_w": 61.986204, "idle_post_power_peak_w": 290.877, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 551.727294921875, "decode_time_total_ms": 52951.85351371765, "prefill_time_avg_ms": 18.390909830729168, "decode_time_avg_ms": 1765.0617837905884, "decode_tokens_per_s": 72.00881077774186, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 41.68141808782959, "est_decode_energy_j": 9177.40767973177, "est_total_infer_energy_j": 9219.0890978196, "est_j_per_output_token": 2.417804641442329 }, { "axis": "06_power_cap_345_460_575", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/06_power_cap_345_460_575/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap575W", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap575W", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": 575, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.011994, "inference_energy_j": 0.097563, "inference_power_avg_w": 8.134, "inference_power_peak_w": 8.134, "inference_prefill_duration_s": 0.859622, "inference_prefill_energy_j": 47.326467, "inference_prefill_power_avg_w": 55.07064, "inference_prefill_power_peak_w": 78.682, "inference_decode_duration_s": 52.460004, "inference_decode_energy_j": 9199.808958, "inference_decode_power_avg_w": 175.368549, "inference_decode_power_peak_w": 297.905, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.010446, "inference_idle_energy_j": 18160.640822, "inference_idle_power_avg_w": 125.236645, "inference_idle_power_peak_w": 297.905, "idle_pre_duration_s": 30.010091, "idle_pre_energy_j": 1568.33057, "idle_pre_power_avg_w": 52.260064, "idle_pre_power_peak_w": 78.395, "idle_mid_duration_s": 36.569974, "idle_mid_energy_j": 341.400583, "idle_mid_power_avg_w": 9.335538, "idle_mid_power_peak_w": 15.08, "idle_post_duration_s": 29.990009, "idle_post_energy_j": 1881.640741, "idle_post_power_avg_w": 62.72379, "idle_post_power_peak_w": 295.481, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 821.3622570037842, "decode_time_total_ms": 52446.71034812927, "prefill_time_avg_ms": 27.37874190012614, "decode_time_avg_ms": 1748.2236782709758, "decode_tokens_per_s": 72.70236731131806, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 45.23294516504288, "est_decode_energy_j": 9197.503493574715, "est_total_infer_energy_j": 9242.736438739757, "est_j_per_output_token": 2.4240064093206812 }, { "axis": "07_clock_lock_1005_1500_2100", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/07_clock_lock_1005_1500_2100/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_clk1005MHz", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_clk1005MHz", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": 1005, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.009997, "inference_energy_j": 0.521076, "inference_power_avg_w": 52.123, "inference_power_peak_w": 52.123, "inference_prefill_duration_s": 0.919616, "inference_prefill_energy_j": 48.198604, "inference_prefill_power_avg_w": 52.411717, "inference_prefill_power_peak_w": 52.966, "inference_decode_duration_s": 68.839925, "inference_decode_energy_j": 7431.261904, "inference_decode_power_avg_w": 107.949798, "inference_decode_power_peak_w": 146.07, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.0405, "inference_idle_energy_j": 10041.985385, "inference_idle_power_avg_w": 69.235787, "inference_idle_power_peak_w": 145.668, "idle_pre_duration_s": 30.010059, "idle_pre_energy_j": 1578.600188, "idle_pre_power_avg_w": 52.602366, "idle_pre_power_peak_w": 53.281, "idle_mid_duration_s": 34.320006, "idle_mid_energy_j": 1790.617321, "idle_mid_power_avg_w": 52.174156, "idle_mid_power_peak_w": 52.579, "idle_post_duration_s": 29.989967, "idle_post_energy_j": 1659.949951, "idle_post_power_avg_w": 55.349373, "idle_post_power_peak_w": 145.487, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 977.8149127960205, "decode_time_total_ms": 68757.69400596619, "prefill_time_avg_ms": 32.59383042653402, "decode_time_avg_ms": 2291.923133532206, "decode_tokens_per_s": 55.45561198822551, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 51.24895848784471, "est_decode_energy_j": 7422.379178889861, "est_total_infer_energy_j": 7473.628137377706, "est_j_per_output_token": 1.9600388506104656 }, { "axis": "07_clock_lock_1005_1500_2100", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/07_clock_lock_1005_1500_2100/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_clk1500MHz", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_clk1500MHz", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": 1500, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.009997, "inference_energy_j": 0.575004, "inference_power_avg_w": 57.517, "inference_power_peak_w": 57.517, "inference_prefill_duration_s": 0.869312, "inference_prefill_energy_j": 50.059388, "inference_prefill_power_avg_w": 57.585333, "inference_prefill_power_peak_w": 58.045, "inference_decode_duration_s": 55.369519, "inference_decode_energy_j": 6597.574192, "inference_decode_power_avg_w": 119.154618, "inference_decode_power_peak_w": 176.584, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.031211, "inference_idle_energy_j": 11265.369284, "inference_idle_power_avg_w": 77.675608, "inference_idle_power_peak_w": 176.584, "idle_pre_duration_s": 30.000118, "idle_pre_energy_j": 1722.968228, "idle_pre_power_avg_w": 57.432048, "idle_pre_power_peak_w": 57.847, "idle_mid_duration_s": 34.109948, "idle_mid_energy_j": 1964.290672, "idle_mid_power_avg_w": 57.587034, "idle_mid_power_peak_w": 57.914, "idle_post_duration_s": 29.990024, "idle_post_energy_j": 1826.603277, "idle_post_power_avg_w": 60.90587, "idle_post_power_peak_w": 175.746, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 845.8425998687744, "decode_time_total_ms": 55362.892627716064, "prefill_time_avg_ms": 28.19475332895915, "decode_time_avg_ms": 1845.4297542572021, "decode_tokens_per_s": 68.87284639623608, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 48.70812777902913, "est_decode_energy_j": 6596.744322430523, "est_total_infer_energy_j": 6645.452450209553, "est_j_per_output_token": 1.742840925835183 }, { "axis": "07_clock_lock_1005_1500_2100", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/07_clock_lock_1005_1500_2100/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_clk2100MHz", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_clk2100MHz", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": 2100, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.009995, "inference_energy_j": 0.610375, "inference_power_avg_w": 61.069, "inference_power_peak_w": 61.069, "inference_prefill_duration_s": 0.839501, "inference_prefill_energy_j": 51.456975, "inference_prefill_power_avg_w": 61.294774, "inference_prefill_power_peak_w": 62.029, "inference_decode_duration_s": 52.699755, "inference_decode_energy_j": 6749.58544, "inference_decode_power_avg_w": 128.076519, "inference_decode_power_peak_w": 199.308, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.050791, "inference_idle_energy_j": 12293.659414, "inference_idle_power_avg_w": 84.753892, "inference_idle_power_peak_w": 198.658, "idle_pre_duration_s": 30.010125, "idle_pre_energy_j": 1839.246958, "idle_pre_power_avg_w": 61.287545, "idle_pre_power_peak_w": 62.117, "idle_mid_duration_s": 34.109937, "idle_mid_energy_j": 2091.870153, "idle_mid_power_avg_w": 61.327294, "idle_mid_power_peak_w": 61.899, "idle_post_duration_s": 29.989999, "idle_post_energy_j": 1950.212173, "idle_post_power_avg_w": 65.027651, "idle_post_power_peak_w": 199.308, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 828.8140296936035, "decode_time_total_ms": 52705.62291145325, "prefill_time_avg_ms": 27.627134323120117, "decode_time_avg_ms": 1756.8540970484416, "decode_tokens_per_s": 72.34522218636775, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 50.801968638098714, "est_decode_energy_j": 6750.352714225576, "est_total_infer_energy_j": 6801.154682863675, "est_j_per_output_token": 1.7836755003576383 }, { "axis": "08_ramp_rate", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/08_ramp_rate/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ramp", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_ramp", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": true, "ramp_start_w": 360, "ramp_end_w": 600, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.021026, "inference_energy_j": 0.171149, "inference_power_avg_w": 8.14, "inference_power_peak_w": 8.14, "inference_prefill_duration_s": 0.810095, "inference_prefill_energy_j": 44.128852, "inference_prefill_power_avg_w": 54.474198, "inference_prefill_power_peak_w": 78.347, "inference_decode_duration_s": 50.399809, "inference_decode_energy_j": 8679.418371, "inference_decode_power_avg_w": 172.21214, "inference_decode_power_peak_w": 303.047, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.030112, "inference_idle_energy_j": 18200.421752, "inference_idle_power_avg_w": 125.493478, "inference_idle_power_peak_w": 303.047, "idle_pre_duration_s": 30.010079, "idle_pre_energy_j": 1589.174731, "idle_pre_power_avg_w": 52.95466, "idle_pre_power_peak_w": 79.173, "idle_mid_duration_s": 34.119992, "idle_mid_energy_j": 321.83639, "idle_mid_power_avg_w": 9.432481, "idle_mid_power_peak_w": 14.777, "idle_post_duration_s": 29.990008, "idle_post_energy_j": 287.173569, "idle_post_power_avg_w": 9.575995, "idle_post_power_peak_w": 14.773, "ramp_duration_s": 61.081415, "ramp_energy_j": 2026.231249, "ramp_power_avg_w": 33.173074, "ramp_power_peak_w": 299.544, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 801.2950420379639, "decode_time_total_ms": 50383.25309753418, "prefill_time_avg_ms": 26.709834734598797, "decode_time_avg_ms": 1679.441769917806, "decode_tokens_per_s": 75.67990881054509, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 43.649904776394365, "est_decode_energy_j": 8676.60783608799, "est_total_infer_energy_j": 8720.257740864383, "est_j_per_output_token": 2.286980787008755 }, { "axis": "09_control_combo_cap_clock_ramp", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/09_control_combo_cap_clock_ramp/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap345W_clk1500MHz", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap345W_clk1500MHz", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": 345, "clock_lock_gpu": 1500, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.01, "inference_energy_j": 0.579597, "inference_power_avg_w": 57.958, "inference_power_peak_w": 57.958, "inference_prefill_duration_s": 0.879839, "inference_prefill_energy_j": 50.764397, "inference_prefill_power_avg_w": 57.697307, "inference_prefill_power_peak_w": 57.958, "inference_decode_duration_s": 55.9497, "inference_decode_energy_j": 6412.671149, "inference_decode_power_avg_w": 114.614791, "inference_decode_power_peak_w": 176.152, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.010459, "inference_idle_energy_j": 11633.926189, "inference_idle_power_avg_w": 80.227918, "inference_idle_power_peak_w": 175.923, "idle_pre_duration_s": 30.010111, "idle_pre_energy_j": 1734.058735, "idle_pre_power_avg_w": 57.782482, "idle_pre_power_peak_w": 58.23, "idle_mid_duration_s": 34.18995, "idle_mid_energy_j": 1980.635075, "idle_mid_power_avg_w": 57.930329, "idle_mid_power_peak_w": 58.228, "idle_post_duration_s": 29.990041, "idle_post_energy_j": 1833.727505, "idle_post_power_avg_w": 61.143234, "idle_post_power_peak_w": 176.152, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 855.8876514434814, "decode_time_total_ms": 55930.803298950195, "prefill_time_avg_ms": 28.529588381449383, "decode_time_avg_ms": 1864.3601099650066, "decode_tokens_per_s": 68.17352469657035, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 49.38241258284354, "est_decode_energy_j": 6410.497330571287, "est_total_infer_energy_j": 6459.879743154131, "est_j_per_output_token": 1.6941725001715529 }, { "axis": "09_control_combo_cap_clock_ramp", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/09_control_combo_cap_clock_ramp/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap345W_ramp", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap345W_ramp", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": 345, "clock_lock_gpu": null, "ramp_enabled": true, "ramp_start_w": 360, "ramp_end_w": 600, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019982, "inference_energy_j": 0.161596, "inference_power_avg_w": 8.087, "inference_power_peak_w": 8.087, "inference_prefill_duration_s": 0.829873, "inference_prefill_energy_j": 44.208895, "inference_prefill_power_avg_w": 53.275855, "inference_prefill_power_peak_w": 78.404, "inference_decode_duration_s": 53.229312, "inference_decode_energy_j": 9403.245324, "inference_decode_power_avg_w": 176.654812, "inference_decode_power_peak_w": 296.431, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.08082, "inference_idle_energy_j": 17931.032851, "inference_idle_power_avg_w": 123.593541, "inference_idle_power_peak_w": 296.431, "idle_pre_duration_s": 30.010087, "idle_pre_energy_j": 1577.973433, "idle_pre_power_avg_w": 52.581385, "idle_pre_power_peak_w": 78.781, "idle_mid_duration_s": 34.130019, "idle_mid_energy_j": 305.964973, "idle_mid_power_avg_w": 8.964689, "idle_mid_power_peak_w": 14.696, "idle_post_duration_s": 29.990001, "idle_post_energy_j": 294.275039, "idle_post_power_avg_w": 9.814043, "idle_post_power_peak_w": 16.179, "ramp_duration_s": 61.060931, "ramp_energy_j": 2108.672314, "ramp_power_avg_w": 34.534143, "ramp_power_peak_w": 290.908, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 836.9174003601074, "decode_time_total_ms": 53241.010665893555, "prefill_time_avg_ms": 27.897246678670246, "decode_time_avg_ms": 1774.7003555297852, "decode_tokens_per_s": 71.61772386192935, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 44.58749006856203, "est_decode_energy_j": 9405.28072987342, "est_total_infer_energy_j": 9449.868219941982, "est_j_per_output_token": 2.4783289325837874 }, { "axis": "10_precision_bf16_fp16_4bit", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/10_precision_bf16_fp16_4bit/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.021406, "inference_energy_j": 0.166856, "inference_power_avg_w": 7.795, "inference_power_peak_w": 7.795, "inference_prefill_duration_s": 0.838977, "inference_prefill_energy_j": 45.070436, "inference_prefill_power_avg_w": 53.757024, "inference_prefill_power_peak_w": 78.546, "inference_decode_duration_s": 51.699637, "inference_decode_energy_j": 9407.161052, "inference_decode_power_avg_w": 181.957143, "inference_decode_power_peak_w": 302.718, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.031467, "inference_idle_energy_j": 17889.413117, "inference_idle_power_avg_w": 123.348982, "inference_idle_power_peak_w": 302.718, "idle_pre_duration_s": 30.010115, "idle_pre_energy_j": 1523.229924, "idle_pre_power_avg_w": 50.757176, "idle_pre_power_peak_w": 78.099, "idle_mid_duration_s": 34.701777, "idle_mid_energy_j": 330.486979, "idle_mid_power_avg_w": 9.523738, "idle_mid_power_peak_w": 14.567, "idle_post_duration_s": 29.990034, "idle_post_energy_j": 1856.605643, "idle_post_power_avg_w": 61.889527, "idle_post_power_peak_w": 302.707, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 831.2935829162598, "decode_time_total_ms": 51671.080112457275, "prefill_time_avg_ms": 27.70978609720866, "decode_time_avg_ms": 1722.3693370819092, "decode_tokens_per_s": 73.79369642944103, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 44.68786908787537, "est_decode_energy_j": 9401.922112986844, "est_total_infer_energy_j": 9446.609982074719, "est_j_per_output_token": 2.4774744248819087 }, { "axis": "10_precision_bf16_fp16_4bit", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/10_precision_bf16_fp16_4bit/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_4bit", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_4bit", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": true, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.029204, "inference_energy_j": 0.429207, "inference_power_avg_w": 14.697, "inference_power_peak_w": 14.697, "inference_prefill_duration_s": 1.509013, "inference_prefill_energy_j": 99.163106, "inference_prefill_power_avg_w": 65.722914, "inference_prefill_power_peak_w": 78.54, "inference_decode_duration_s": 94.069489, "inference_decode_energy_j": 13155.090505, "inference_decode_power_avg_w": 139.844313, "inference_decode_power_peak_w": 168.835, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.061537, "inference_idle_energy_j": 13718.14391, "inference_idle_power_avg_w": 94.567774, "inference_idle_power_peak_w": 168.695, "idle_pre_duration_s": 30.010067, "idle_pre_energy_j": 1577.487392, "idle_pre_power_avg_w": 52.565105, "idle_pre_power_peak_w": 87.534, "idle_mid_duration_s": 34.383948, "idle_mid_energy_j": 331.786146, "idle_mid_power_avg_w": 9.655086, "idle_mid_power_peak_w": 14.832, "idle_post_duration_s": 29.989968, "idle_post_energy_j": 1716.870926, "idle_post_power_avg_w": 57.231869, "idle_post_power_peak_w": 167.717, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3798.0, "prefill_time_total_ms": 1472.3632335662842, "decode_time_total_ms": 94113.22522163391, "prefill_time_avg_ms": 49.07877445220947, "decode_time_avg_ms": 3137.107507387797, "decode_tokens_per_s": 40.35564598977264, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 96.76800217643881, "est_decode_energy_j": 13161.199325333668, "est_total_infer_energy_j": 13257.967327510107, "est_j_per_output_token": 3.4907760209347307 }, { "axis": "10_precision_bf16_fp16_4bit", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/10_precision_bf16_fp16_4bit/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_fp16", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap_fp16", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": false, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019879, "inference_energy_j": 0.182887, "inference_power_avg_w": 9.2, "inference_power_peak_w": 9.2, "inference_prefill_duration_s": 1.298783, "inference_prefill_energy_j": 61.167749, "inference_prefill_power_avg_w": 47.126131, "inference_prefill_power_peak_w": 79.035, "inference_decode_duration_s": 53.639719, "inference_decode_energy_j": 9655.007355, "inference_decode_power_avg_w": 179.996655, "inference_decode_power_peak_w": 295.716, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.051536, "inference_idle_energy_j": 18008.145089, "inference_idle_power_avg_w": 124.15045, "inference_idle_power_peak_w": 295.716, "idle_pre_duration_s": 30.000163, "idle_pre_energy_j": 1572.969553, "idle_pre_power_avg_w": 52.432042, "idle_pre_power_peak_w": 78.298, "idle_mid_duration_s": 34.130021, "idle_mid_energy_j": 332.306021, "idle_mid_power_avg_w": 9.736483, "idle_mid_power_peak_w": 15.194, "idle_post_duration_s": 29.990015, "idle_post_energy_j": 1852.697079, "idle_post_power_avg_w": 61.75935, "idle_post_power_peak_w": 292.59, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 1297.250509262085, "decode_time_total_ms": 53627.22826004028, "prefill_time_avg_ms": 43.241683642069496, "decode_time_avg_ms": 1787.574275334676, "decode_tokens_per_s": 71.60541621468309, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 61.13439743930173, "est_decode_energy_j": 9652.721703728721, "est_total_infer_energy_j": 9713.856101168023, "est_j_per_output_token": 2.5296500263458395 }, { "axis": "11_train_infer_split", "scenario": "full_cycle", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/11_train_infer_split/full_cycle/llm_mistral-7b_gpu0_ds_longbench_fixed_maxtok256_nocap", "run_name": "llm_mistral-7b_gpu0_ds_longbench_fixed_maxtok256_nocap", "model": "mistral-7b", "prompt_set": "longbench", "inference_pattern": "fixed", "gen_max_new_tokens": 256, "max_seq_length": 4096, "train_max_seq_length": 512, "batch_size": 1, "train_epochs": 3, "train_max_steps": 200, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": false, "skip_inference": false, "train_duration_s": 84.705885, "train_energy_j": 44473.933926, "train_power_avg_w": 525.019738, "train_power_peak_w": 537.105, "validation_duration_s": 0.040064, "validation_energy_j": 21.480802, "validation_power_avg_w": 536.159, "validation_power_peak_w": 536.159, "inference_duration_s": 0.01766, "inference_energy_j": 0.264384, "inference_power_avg_w": 14.971, "inference_power_peak_w": 14.971, "inference_prefill_duration_s": 9.039371, "inference_prefill_energy_j": 755.037893, "inference_prefill_power_avg_w": 83.526908, "inference_prefill_power_peak_w": 170.734, "inference_decode_duration_s": 152.83049, "inference_decode_energy_j": 47158.775225, "inference_decode_power_avg_w": 308.569399, "inference_decode_power_peak_w": 409.056, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.470177, "inference_idle_energy_j": 19335.4513, "inference_idle_power_avg_w": 132.917887, "inference_idle_power_peak_w": 333.496, "idle_pre_duration_s": 36.214987, "idle_pre_energy_j": 1944.726426, "idle_pre_power_avg_w": 53.889434, "idle_pre_power_peak_w": 79.104, "idle_mid_duration_s": 37.098219, "idle_mid_energy_j": 2248.834564, "idle_mid_power_avg_w": 60.641458, "idle_mid_power_peak_w": 536.159, "idle_post_duration_s": 29.989969, "idle_post_energy_j": 1969.557927, "idle_post_power_avg_w": 65.655345, "idle_post_power_peak_w": 330.394, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 122880.0, "total_output_tokens": 7586.0, "prefill_time_total_ms": 9037.776231765747, "decode_time_total_ms": 152872.2219467163, "prefill_time_avg_ms": 301.2592077255249, "decode_time_avg_ms": 5095.74073155721, "decode_tokens_per_s": 49.623142147067796, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 754.8975038352843, "est_decode_energy_j": 47171.689649892855, "est_total_infer_energy_j": 47926.58715372814, "est_j_per_output_token": 6.317767882115494 }, { "axis": "11_train_infer_split", "scenario": "infer_only", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/11_train_infer_split/infer_only/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.01999, "inference_energy_j": 0.165854, "inference_power_avg_w": 8.297, "inference_power_peak_w": 8.297, "inference_prefill_duration_s": 0.899857, "inference_prefill_energy_j": 48.859658, "inference_prefill_power_avg_w": 54.302878, "inference_prefill_power_peak_w": 79.285, "inference_decode_duration_s": 53.579913, "inference_decode_energy_j": 9539.49891, "inference_decode_power_avg_w": 178.042265, "inference_decode_power_peak_w": 304.018, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.080289, "inference_idle_energy_j": 18303.174138, "inference_idle_power_avg_w": 126.159574, "inference_idle_power_peak_w": 304.018, "idle_pre_duration_s": 30.010115, "idle_pre_energy_j": 1557.268988, "idle_pre_power_avg_w": 51.891429, "idle_pre_power_peak_w": 78.967, "idle_mid_duration_s": 34.539949, "idle_mid_energy_j": 341.042536, "idle_mid_power_avg_w": 9.873882, "idle_mid_power_peak_w": 14.817, "idle_post_duration_s": 29.989958, "idle_post_energy_j": 1947.29006, "idle_post_power_avg_w": 64.912786, "idle_post_power_peak_w": 292.821, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 887.5777721405029, "decode_time_total_ms": 53607.79428482056, "prefill_time_avg_ms": 29.585925738016766, "decode_time_avg_ms": 1786.9264761606853, "decode_tokens_per_s": 71.12771661041236, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 48.19802747605753, "est_decode_energy_j": 9544.453116123506, "est_total_infer_energy_j": 9592.651143599564, "est_j_per_output_token": 2.5157752802516558 }, { "axis": "11_train_infer_split", "scenario": "train_only", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/11_train_infer_split/train_only/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": 200, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": false, "skip_inference": true, "train_duration_s": 220.944118, "train_energy_j": 125718.553321, "train_power_avg_w": 568.989625, "train_power_peak_w": 591.943, "validation_duration_s": 0.071788, "validation_energy_j": 38.216202, "validation_power_avg_w": 531.361429, "validation_power_peak_w": 570.766, "inference_duration_s": 0.0, "inference_energy_j": 0.0, "inference_power_avg_w": 0.0, "inference_power_peak_w": 0.0, "inference_prefill_duration_s": 0.0, "inference_prefill_energy_j": 0.0, "inference_prefill_power_avg_w": 0.0, "inference_prefill_power_peak_w": 0.0, "inference_decode_duration_s": 0.0, "inference_decode_energy_j": 0.0, "inference_decode_power_avg_w": 0.0, "inference_decode_power_peak_w": 0.0, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 0.0, "inference_idle_energy_j": 0.0, "inference_idle_power_avg_w": 0.0, "inference_idle_power_peak_w": 0.0, "idle_pre_duration_s": 36.800562, "idle_pre_energy_j": 2040.914519, "idle_pre_power_avg_w": 55.534414, "idle_pre_power_peak_w": 79.347, "idle_mid_duration_s": 30.000044, "idle_mid_energy_j": 2022.989904, "idle_mid_power_avg_w": 67.432415, "idle_mid_power_peak_w": 501.808, "idle_post_duration_s": 29.989961, "idle_post_energy_j": 300.621145, "idle_post_power_avg_w": 10.025641, "idle_post_power_peak_w": 15.324, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 0.0, "total_input_tokens": 0.0, "total_output_tokens": 0.0, "prefill_time_total_ms": 0.0, "decode_time_total_ms": 0.0, "prefill_time_avg_ms": 0.0, "decode_time_avg_ms": 0.0, "decode_tokens_per_s": 0.0, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 0.0, "est_decode_energy_j": 0.0, "est_total_infer_energy_j": 0.0, "est_j_per_output_token": 0.0 }, { "axis": "12_model_scaling_tokenpowerbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/12_model_scaling_tokenpowerbench/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_gpt2_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "gpt2", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.010002, "inference_energy_j": 0.08441, "inference_power_avg_w": 8.439, "inference_power_peak_w": 8.439, "inference_prefill_duration_s": 0.369506, "inference_prefill_energy_j": 14.735179, "inference_prefill_power_avg_w": 39.930649, "inference_prefill_power_peak_w": 78.64, "inference_decode_duration_s": 9.949569, "inference_decode_energy_j": 771.366851, "inference_decode_power_avg_w": 77.527618, "inference_decode_power_peak_w": 97.273, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.030967, "inference_idle_energy_j": 11965.029983, "inference_idle_power_avg_w": 82.499881, "inference_idle_power_peak_w": 100.49, "idle_pre_duration_s": 30.010113, "idle_pre_energy_j": 1639.224921, "idle_pre_power_avg_w": 54.622347, "idle_pre_power_peak_w": 79.597, "idle_mid_duration_s": 34.439946, "idle_mid_energy_j": 337.903279, "idle_mid_power_avg_w": 9.811345, "idle_mid_power_peak_w": 15.192, "idle_post_duration_s": 29.99001, "idle_post_energy_j": 1650.570857, "idle_post_power_avg_w": 55.021901, "idle_post_power_peak_w": 98.688, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 382.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 355.3440570831299, "decode_time_total_ms": 9934.163093566895, "prefill_time_avg_ms": 11.844801902770996, "decode_time_avg_ms": 331.13876978556317, "decode_tokens_per_s": 386.5448919886049, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 14.189118817622424, "est_decode_energy_j": 770.1720014677525, "est_total_infer_energy_j": 784.3611202853749, "est_j_per_output_token": 0.2042607084076497 }, { "axis": "12_model_scaling_tokenpowerbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/12_model_scaling_tokenpowerbench/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "llama3.1-8b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019993, "inference_energy_j": 0.164466, "inference_power_avg_w": 8.226, "inference_power_peak_w": 8.226, "inference_prefill_duration_s": 0.809462, "inference_prefill_energy_j": 43.917828, "inference_prefill_power_avg_w": 54.272988, "inference_prefill_power_peak_w": 78.986, "inference_decode_duration_s": 50.22965, "inference_decode_energy_j": 12342.91572, "inference_decode_power_avg_w": 245.728081, "inference_decode_power_peak_w": 434.973, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.030931, "inference_idle_energy_j": 21417.123216, "inference_idle_power_avg_w": 147.673086, "inference_idle_power_peak_w": 434.973, "idle_pre_duration_s": 30.010066, "idle_pre_energy_j": 1620.091145, "idle_pre_power_avg_w": 53.984804, "idle_pre_power_peak_w": 79.034, "idle_mid_duration_s": 34.502228, "idle_mid_energy_j": 334.030762, "idle_mid_power_avg_w": 9.681508, "idle_mid_power_peak_w": 14.638, "idle_post_duration_s": 29.990001, "idle_post_energy_j": 1983.263039, "idle_post_power_avg_w": 66.11291, "idle_post_power_peak_w": 434.345, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 383.0, "total_output_tokens": 3840.0, "prefill_time_total_ms": 759.7558498382568, "decode_time_total_ms": 50253.07083129883, "prefill_time_avg_ms": 25.325194994608562, "decode_time_avg_ms": 1675.1023610432942, "decode_tokens_per_s": 76.41324075280899, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 41.23422012120152, "est_decode_energy_j": 12348.590659732135, "est_total_infer_energy_j": 12389.824879853337, "est_j_per_output_token": 3.22651689579514 }, { "axis": "12_model_scaling_tokenpowerbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/12_model_scaling_tokenpowerbench/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "mistral-7b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.018704, "inference_energy_j": 0.162875, "inference_power_avg_w": 8.708, "inference_power_peak_w": 8.708, "inference_prefill_duration_s": 0.799509, "inference_prefill_energy_j": 42.059777, "inference_prefill_power_avg_w": 52.624725, "inference_prefill_power_peak_w": 78.988, "inference_decode_duration_s": 44.819886, "inference_decode_energy_j": 9962.215376, "inference_decode_power_avg_w": 222.271874, "inference_decode_power_peak_w": 426.932, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.020655, "inference_idle_energy_j": 21049.351545, "inference_idle_power_avg_w": 145.146722, "inference_idle_power_peak_w": 426.932, "idle_pre_duration_s": 30.010115, "idle_pre_energy_j": 1539.173396, "idle_pre_power_avg_w": 51.288399, "idle_pre_power_peak_w": 79.112, "idle_mid_duration_s": 34.141242, "idle_mid_energy_j": 353.648816, "idle_mid_power_avg_w": 10.358475, "idle_mid_power_peak_w": 15.08, "idle_post_duration_s": 29.990002, "idle_post_energy_j": 1953.982724, "idle_post_power_avg_w": 65.135946, "idle_post_power_peak_w": 425.289, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 430.0, "total_output_tokens": 3562.0, "prefill_time_total_ms": 760.5900764465332, "decode_time_total_ms": 44816.834926605225, "prefill_time_avg_ms": 25.353002548217773, "decode_time_avg_ms": 1493.8944975535076, "decode_tokens_per_s": 79.47906196038493, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 40.02584361072778, "est_decode_energy_j": 9961.521885885195, "est_total_infer_energy_j": 10001.547729495922, "est_j_per_output_token": 2.807846077904526 }, { "axis": "12_model_scaling_tokenpowerbench", "scenario": "", "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/llm_power_experiment/12_model_scaling_tokenpowerbench/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "run_name": "llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap", "model": "qwen3-4b", "prompt_set": "alpaca", "inference_pattern": "fixed", "gen_max_new_tokens": 128, "max_seq_length": 512, "train_max_seq_length": null, "batch_size": 4, "train_epochs": 3, "train_max_steps": null, "use_4bit": false, "use_bf16": true, "power_cap": null, "clock_lock_gpu": null, "ramp_enabled": false, "ramp_start_w": null, "ramp_end_w": null, "skip_training": true, "skip_inference": false, "train_duration_s": 0.0, "train_energy_j": 0.0, "train_power_avg_w": 0.0, "train_power_peak_w": 0.0, "validation_duration_s": 0.0, "validation_energy_j": 0.0, "validation_power_avg_w": 0.0, "validation_power_peak_w": 0.0, "inference_duration_s": 0.019993, "inference_energy_j": 0.189977, "inference_power_avg_w": 9.502, "inference_power_peak_w": 9.502, "inference_prefill_duration_s": 0.849124, "inference_prefill_energy_j": 46.590352, "inference_prefill_power_avg_w": 54.893588, "inference_prefill_power_peak_w": 78.944, "inference_decode_duration_s": 51.560046, "inference_decode_energy_j": 8958.376365, "inference_decode_power_avg_w": 173.745862, "inference_decode_power_peak_w": 302.872, "inference_queue_duration_s": 0.0, "inference_queue_energy_j": 0.0, "inference_queue_power_avg_w": 0.0, "inference_queue_power_peak_w": 0.0, "inference_idle_duration_s": 145.040873, "inference_idle_energy_j": 18464.776332, "inference_idle_power_avg_w": 127.307911, "inference_idle_power_peak_w": 302.872, "idle_pre_duration_s": 30.010074, "idle_pre_energy_j": 1566.000293, "idle_pre_power_avg_w": 52.182347, "idle_pre_power_peak_w": 79.389, "idle_mid_duration_s": 35.239994, "idle_mid_energy_j": 347.417193, "idle_mid_power_avg_w": 9.858594, "idle_mid_power_peak_w": 15.411, "idle_post_duration_s": 29.990013, "idle_post_energy_j": 1871.902399, "idle_post_power_avg_w": 62.400381, "idle_post_power_peak_w": 301.192, "ramp_duration_s": 0.0, "ramp_energy_j": 0.0, "ramp_power_avg_w": 0.0, "ramp_power_peak_w": 0.0, "n_requests": 30.0, "total_input_tokens": 354.0, "total_output_tokens": 3813.0, "prefill_time_total_ms": 822.5698471069336, "decode_time_total_ms": 51564.01252746582, "prefill_time_avg_ms": 27.418994903564453, "decode_time_avg_ms": 1718.800417582194, "decode_tokens_per_s": 73.94692175999661, "queue_wait_avg_ms": 0.0, "e2e_latency_avg_ms": 0.0, "est_prefill_energy_j": 45.15381028831101, "est_decode_energy_j": 8959.033804763347, "est_total_infer_energy_j": 9004.187615051658, "est_j_per_output_token": 2.361444430907857 } ]