| [ | |
| { | |
| "axis": "00_baseline_reference", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/00_baseline_reference/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.030372", | |
| "idle_mid_energy_j": "1649.114011", | |
| "idle_mid_power_avg_w": "54.915373", | |
| "idle_mid_power_peak_w": "117.262", | |
| "idle_post_duration_s": "29.98995", | |
| "idle_post_energy_j": "1308.138453", | |
| "idle_post_power_avg_w": "43.60747", | |
| "idle_post_power_peak_w": "78.681", | |
| "idle_pre_duration_s": "30.060812", | |
| "idle_pre_energy_j": "1584.394075", | |
| "idle_pre_power_avg_w": "52.736805", | |
| "idle_pre_power_peak_w": "78.899", | |
| "inference_duration_s": "0.009628", | |
| "inference_energy_j": "0.07888", | |
| "inference_power_avg_w": "8.193", | |
| "inference_power_peak_w": "8.193", | |
| "inference_idle_duration_s": "300.424376", | |
| "inference_idle_energy_j": "23453.887233", | |
| "inference_idle_power_avg_w": "78.06916", | |
| "inference_idle_power_peak_w": "79.437", | |
| "train_duration_s": "0.090483", | |
| "train_energy_j": "0.759336", | |
| "train_power_avg_w": "8.392", | |
| "train_power_peak_w": "8.392", | |
| "train_compute_duration_s": "11.920167", | |
| "train_compute_energy_j": "1601.138243", | |
| "train_compute_power_avg_w": "134.322401", | |
| "train_compute_power_peak_w": "177.96", | |
| "validation_duration_s": "0.800975", | |
| "validation_energy_j": "72.316252", | |
| "validation_power_avg_w": "89.9078", | |
| "validation_power_peak_w": "92.894" | |
| }, | |
| { | |
| "axis": "00_smoke_test", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 8, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 2, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.01997", | |
| "idle_mid_energy_j": "1668.31371", | |
| "idle_mid_power_avg_w": "55.573466", | |
| "idle_mid_power_peak_w": "120.11", | |
| "idle_post_duration_s": "29.990033", | |
| "idle_post_energy_j": "1615.465009", | |
| "idle_post_power_avg_w": "53.851455", | |
| "idle_post_power_peak_w": "79.274", | |
| "idle_pre_duration_s": "30.032431", | |
| "idle_pre_energy_j": "1567.415428", | |
| "idle_pre_power_avg_w": "52.194022", | |
| "idle_pre_power_peak_w": "79.129", | |
| "inference_duration_s": "0.010001", | |
| "inference_energy_j": "0.087148", | |
| "inference_power_avg_w": "8.714", | |
| "inference_power_peak_w": "8.714", | |
| "inference_idle_duration_s": "1.009999", | |
| "inference_idle_energy_j": "23.948861", | |
| "inference_idle_power_avg_w": "23.712574", | |
| "inference_idle_power_peak_w": "54.05", | |
| "train_duration_s": "0.105681", | |
| "train_energy_j": "0.981353", | |
| "train_power_avg_w": "9.286", | |
| "train_power_peak_w": "9.286", | |
| "train_compute_duration_s": "31.459993", | |
| "train_compute_energy_j": "3955.762987", | |
| "train_compute_power_avg_w": "125.732348", | |
| "train_compute_power_peak_w": "137.227", | |
| "validation_duration_s": "2.566004", | |
| "validation_energy_j": "317.246129", | |
| "validation_power_avg_w": "123.603051", | |
| "validation_power_peak_w": "137.049" | |
| }, | |
| { | |
| "axis": "01_batch_sweep_resnet50", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs128_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar10_gpu0_bs128_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 128, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.029989", | |
| "idle_mid_energy_j": "1713.408251", | |
| "idle_mid_power_avg_w": "57.056549", | |
| "idle_mid_power_peak_w": "116.582", | |
| "idle_post_duration_s": "29.989972", | |
| "idle_post_energy_j": "1295.337163", | |
| "idle_post_power_avg_w": "43.182713", | |
| "idle_post_power_peak_w": "78.694", | |
| "idle_pre_duration_s": "30.040894", | |
| "idle_pre_energy_j": "1556.408893", | |
| "idle_pre_power_avg_w": "51.810855", | |
| "idle_pre_power_peak_w": "78.611", | |
| "inference_duration_s": "0.020002", | |
| "inference_energy_j": "0.28517", | |
| "inference_power_avg_w": "14.257", | |
| "inference_power_peak_w": "14.257", | |
| "inference_idle_duration_s": "300.418591", | |
| "inference_idle_energy_j": "23478.773236", | |
| "inference_idle_power_avg_w": "78.153628", | |
| "inference_idle_power_peak_w": "79.529", | |
| "train_duration_s": "0.137287", | |
| "train_energy_j": "1.182861", | |
| "train_power_avg_w": "8.616", | |
| "train_power_peak_w": "8.616", | |
| "train_compute_duration_s": "8.018635", | |
| "train_compute_energy_j": "1106.444677", | |
| "train_compute_power_avg_w": "138.13034", | |
| "train_compute_power_peak_w": "211.751", | |
| "validation_duration_s": "0.546879", | |
| "validation_energy_j": "53.562397", | |
| "validation_power_avg_w": "98.09225", | |
| "validation_power_peak_w": "99.545" | |
| }, | |
| { | |
| "axis": "01_batch_sweep_resnet50", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs16_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar10_gpu0_bs16_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 16, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.010023", | |
| "idle_mid_energy_j": "1664.076738", | |
| "idle_mid_power_avg_w": "55.450781", | |
| "idle_mid_power_peak_w": "130.944", | |
| "idle_post_duration_s": "29.990024", | |
| "idle_post_energy_j": "1251.140043", | |
| "idle_post_power_avg_w": "41.707548", | |
| "idle_post_power_peak_w": "78.165", | |
| "idle_pre_duration_s": "30.048023", | |
| "idle_pre_energy_j": "1601.356123", | |
| "idle_pre_power_avg_w": "53.305115", | |
| "idle_pre_power_peak_w": "78.487", | |
| "inference_duration_s": "0.019944", | |
| "inference_energy_j": "0.152394", | |
| "inference_power_avg_w": "7.641", | |
| "inference_power_peak_w": "7.641", | |
| "inference_idle_duration_s": "300.403349", | |
| "inference_idle_energy_j": "23389.124946", | |
| "inference_idle_power_avg_w": "77.858786", | |
| "inference_idle_power_peak_w": "79.287", | |
| "train_duration_s": "0.093527", | |
| "train_energy_j": "0.749709", | |
| "train_power_avg_w": "8.016", | |
| "train_power_peak_w": "8.016", | |
| "train_compute_duration_s": "29.990072", | |
| "train_compute_energy_j": "4196.435542", | |
| "train_compute_power_avg_w": "139.927567", | |
| "train_compute_power_peak_w": "152.172", | |
| "validation_duration_s": "2.530536", | |
| "validation_energy_j": "336.70419", | |
| "validation_power_avg_w": "132.535327", | |
| "validation_power_peak_w": "148.919" | |
| }, | |
| { | |
| "axis": "01_batch_sweep_resnet50", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.029967", | |
| "idle_mid_energy_j": "1700.314271", | |
| "idle_mid_power_avg_w": "56.620538", | |
| "idle_mid_power_peak_w": "118.173", | |
| "idle_post_duration_s": "29.99002", | |
| "idle_post_energy_j": "1263.762264", | |
| "idle_post_power_avg_w": "42.128333", | |
| "idle_post_power_peak_w": "78.635", | |
| "idle_pre_duration_s": "30.042691", | |
| "idle_pre_energy_j": "1576.208713", | |
| "idle_pre_power_avg_w": "52.469407", | |
| "idle_pre_power_peak_w": "80.288", | |
| "inference_duration_s": "0.010002", | |
| "inference_energy_j": "0.085133", | |
| "inference_power_avg_w": "8.512", | |
| "inference_power_peak_w": "8.512", | |
| "inference_idle_duration_s": "300.413948", | |
| "inference_idle_energy_j": "23528.420098", | |
| "inference_idle_power_avg_w": "78.320084", | |
| "inference_idle_power_peak_w": "79.624", | |
| "train_duration_s": "0.11609", | |
| "train_energy_j": "1.029371", | |
| "train_power_avg_w": "8.867", | |
| "train_power_peak_w": "8.867", | |
| "train_compute_duration_s": "11.980963", | |
| "train_compute_energy_j": "1597.172608", | |
| "train_compute_power_avg_w": "133.446038", | |
| "train_compute_power_peak_w": "173.169", | |
| "validation_duration_s": "0.775886", | |
| "validation_energy_j": "64.716413", | |
| "validation_power_avg_w": "83.683352", | |
| "validation_power_peak_w": "114.278" | |
| }, | |
| { | |
| "axis": "02_operator_control", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/02_operator_control/fixed_resnet18_cifar10_gpu0_bs64_ep5_req60_nocap_variable", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep5_req60_nocap_variable", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 5, | |
| "inference_pattern": "variable", | |
| "inference_total_requests": 60, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.020328", | |
| "idle_mid_energy_j": "1627.255881", | |
| "idle_mid_power_avg_w": "54.205531", | |
| "idle_mid_power_peak_w": "140.955", | |
| "idle_post_duration_s": "29.990022", | |
| "idle_post_energy_j": "1639.890823", | |
| "idle_post_power_avg_w": "54.666239", | |
| "idle_post_power_peak_w": "78.691", | |
| "idle_pre_duration_s": "30.075931", | |
| "idle_pre_energy_j": "1614.883885", | |
| "idle_pre_power_avg_w": "53.740429", | |
| "idle_pre_power_peak_w": "79.527", | |
| "inference_duration_s": "0.009674", | |
| "inference_energy_j": "0.080678", | |
| "inference_power_avg_w": "8.34", | |
| "inference_power_peak_w": "8.34", | |
| "inference_idle_duration_s": "331.412512", | |
| "inference_idle_energy_j": "25925.139836", | |
| "inference_idle_power_avg_w": "78.226233", | |
| "inference_idle_power_peak_w": "79.311", | |
| "train_duration_s": "0.214228", | |
| "train_energy_j": "14.527915", | |
| "train_power_avg_w": "78.455556", | |
| "train_power_peak_w": "152.221", | |
| "train_compute_duration_s": "23.495331", | |
| "train_compute_energy_j": "3019.730404", | |
| "train_compute_power_avg_w": "128.522572", | |
| "train_compute_power_peak_w": "152.221", | |
| "validation_duration_s": "2.155009", | |
| "validation_energy_j": "282.912503", | |
| "validation_power_avg_w": "133.849087", | |
| "validation_power_peak_w": "152.221" | |
| }, | |
| { | |
| "axis": "03_control_cap_sweep", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap345W_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap345W_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": 345, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.030064", | |
| "idle_mid_energy_j": "1654.934656", | |
| "idle_mid_power_avg_w": "55.10931", | |
| "idle_mid_power_peak_w": "148.625", | |
| "idle_post_duration_s": "29.990045", | |
| "idle_post_energy_j": "1313.462463", | |
| "idle_post_power_avg_w": "43.786842", | |
| "idle_post_power_peak_w": "78.648", | |
| "idle_pre_duration_s": "30.105907", | |
| "idle_pre_energy_j": "298.195531", | |
| "idle_pre_power_avg_w": "9.907196", | |
| "idle_pre_power_peak_w": "15.732", | |
| "inference_duration_s": "0.0099", | |
| "inference_energy_j": "0.14002", | |
| "inference_power_avg_w": "14.143", | |
| "inference_power_peak_w": "14.143", | |
| "inference_idle_duration_s": "300.300001", | |
| "inference_idle_energy_j": "23407.991348", | |
| "inference_idle_power_avg_w": "77.948695", | |
| "inference_idle_power_peak_w": "78.841", | |
| "train_duration_s": "0.152472", | |
| "train_energy_j": "1.369354", | |
| "train_power_avg_w": "8.981", | |
| "train_power_peak_w": "8.981", | |
| "train_compute_duration_s": "4.231658", | |
| "train_compute_energy_j": "475.869847", | |
| "train_compute_power_avg_w": "111.59417", | |
| "train_compute_power_peak_w": "147.989", | |
| "validation_duration_s": "0.493073", | |
| "validation_energy_j": "73.240421", | |
| "validation_power_avg_w": "148.609488", | |
| "validation_power_peak_w": "148.625" | |
| }, | |
| { | |
| "axis": "03_control_cap_sweep", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap460W_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap460W_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": 460, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.029996", | |
| "idle_mid_energy_j": "1631.34834", | |
| "idle_mid_power_avg_w": "54.323805", | |
| "idle_mid_power_peak_w": "145.772", | |
| "idle_post_duration_s": "29.999915", | |
| "idle_post_energy_j": "1322.817136", | |
| "idle_post_power_avg_w": "44.082084", | |
| "idle_post_power_peak_w": "78.595", | |
| "idle_pre_duration_s": "30.095019", | |
| "idle_pre_energy_j": "281.872928", | |
| "idle_pre_power_avg_w": "9.368999", | |
| "idle_pre_power_peak_w": "14.693", | |
| "inference_duration_s": "0.010001", | |
| "inference_energy_j": "0.079427", | |
| "inference_power_avg_w": "7.942", | |
| "inference_power_peak_w": "7.942", | |
| "inference_idle_duration_s": "300.290091", | |
| "inference_idle_energy_j": "23438.746789", | |
| "inference_idle_power_avg_w": "78.053689", | |
| "inference_idle_power_peak_w": "79.308", | |
| "train_duration_s": "0.121636", | |
| "train_energy_j": "1.401732", | |
| "train_power_avg_w": "11.524", | |
| "train_power_peak_w": "11.524", | |
| "train_compute_duration_s": "3.872306", | |
| "train_compute_energy_j": "458.6596", | |
| "train_compute_power_avg_w": "118.053806", | |
| "train_compute_power_peak_w": "147.318", | |
| "validation_duration_s": "0.484681", | |
| "validation_energy_j": "70.654501", | |
| "validation_power_avg_w": "145.807136", | |
| "validation_power_peak_w": "147.318" | |
| }, | |
| { | |
| "axis": "03_control_cap_sweep", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap575W_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap575W_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": 575, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.020079", | |
| "idle_mid_energy_j": "1691.032658", | |
| "idle_mid_power_avg_w": "56.330175", | |
| "idle_mid_power_peak_w": "95.22", | |
| "idle_post_duration_s": "29.989997", | |
| "idle_post_energy_j": "1290.515775", | |
| "idle_post_power_avg_w": "43.02", | |
| "idle_post_power_peak_w": "78.227", | |
| "idle_pre_duration_s": "30.032277", | |
| "idle_pre_energy_j": "1564.026181", | |
| "idle_pre_power_avg_w": "52.081171", | |
| "idle_pre_power_peak_w": "78.969", | |
| "inference_duration_s": "0.009913", | |
| "inference_energy_j": "0.080732", | |
| "inference_power_avg_w": "8.144", | |
| "inference_power_peak_w": "8.144", | |
| "inference_idle_duration_s": "300.293887", | |
| "inference_idle_energy_j": "23382.334163", | |
| "inference_idle_power_avg_w": "77.864887", | |
| "inference_idle_power_peak_w": "78.963", | |
| "train_duration_s": "0.126371", | |
| "train_energy_j": "1.08919", | |
| "train_power_avg_w": "8.619", | |
| "train_power_peak_w": "8.619", | |
| "train_compute_duration_s": "8.920962", | |
| "train_compute_energy_j": "909.869518", | |
| "train_compute_power_avg_w": "101.994899", | |
| "train_compute_power_peak_w": "149.961", | |
| "validation_duration_s": "0.526635", | |
| "validation_energy_j": "41.957743", | |
| "validation_power_avg_w": "79.703182", | |
| "validation_power_peak_w": "79.85" | |
| }, | |
| { | |
| "axis": "04_control_ramp", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": true, | |
| "ramp_start_w": 360, | |
| "ramp_end_w": 600, | |
| "idle_mid_duration_s": "30.02002", | |
| "idle_mid_energy_j": "1672.458805", | |
| "idle_mid_power_avg_w": "55.711518", | |
| "idle_mid_power_peak_w": "98.075", | |
| "idle_post_duration_s": "29.989998", | |
| "idle_post_energy_j": "289.885517", | |
| "idle_post_power_avg_w": "9.665801", | |
| "idle_post_power_peak_w": "15.149", | |
| "idle_pre_duration_s": "30.010069", | |
| "idle_pre_energy_j": "1622.11828", | |
| "idle_pre_power_avg_w": "54.052498", | |
| "idle_pre_power_peak_w": "78.612", | |
| "inference_duration_s": "0.009946", | |
| "inference_energy_j": "0.090863", | |
| "inference_power_avg_w": "9.136", | |
| "inference_power_peak_w": "9.136", | |
| "inference_idle_duration_s": "300.288878", | |
| "inference_idle_energy_j": "23389.149197", | |
| "inference_idle_power_avg_w": "77.888607", | |
| "inference_idle_power_peak_w": "78.941", | |
| "ramp_duration_s": "61.130831", | |
| "ramp_energy_j": "1577.35123", | |
| "ramp_power_avg_w": "25.805848", | |
| "ramp_power_peak_w": "78.47", | |
| "train_duration_s": "0.112894", | |
| "train_energy_j": "2.411269", | |
| "train_power_avg_w": "24.3335", | |
| "train_power_peak_w": "27.505", | |
| "train_compute_duration_s": "9.209901", | |
| "train_compute_energy_j": "973.463658", | |
| "train_compute_power_avg_w": "105.785074", | |
| "train_compute_power_peak_w": "148.302", | |
| "validation_duration_s": "0.567308", | |
| "validation_energy_j": "44.945391", | |
| "validation_power_avg_w": "79.266118", | |
| "validation_power_peak_w": "79.403" | |
| }, | |
| { | |
| "axis": "05_pattern_fixed_var_burst", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "burst", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.030001", | |
| "idle_mid_energy_j": "1654.147925", | |
| "idle_mid_power_avg_w": "55.083184", | |
| "idle_mid_power_peak_w": "96.842", | |
| "idle_post_duration_s": "29.989995", | |
| "idle_post_energy_j": "634.404611", | |
| "idle_post_power_avg_w": "21.149849", | |
| "idle_post_power_peak_w": "78.411", | |
| "idle_pre_duration_s": "30.046761", | |
| "idle_pre_energy_j": "1558.871432", | |
| "idle_pre_power_avg_w": "51.905751", | |
| "idle_pre_power_peak_w": "78.493", | |
| "inference_duration_s": "0.009996", | |
| "inference_energy_j": "0.094504", | |
| "inference_power_avg_w": "9.454", | |
| "inference_power_peak_w": "9.454", | |
| "inference_idle_duration_s": "304.400146", | |
| "inference_idle_energy_j": "23878.544557", | |
| "inference_idle_power_avg_w": "78.444389", | |
| "inference_idle_power_peak_w": "79.672", | |
| "train_duration_s": "0.088017", | |
| "train_energy_j": "0.727021", | |
| "train_power_avg_w": "8.26", | |
| "train_power_peak_w": "8.26", | |
| "train_compute_duration_s": "8.881722", | |
| "train_compute_energy_j": "905.557388", | |
| "train_compute_power_avg_w": "102.038047", | |
| "train_compute_power_peak_w": "151.714", | |
| "validation_duration_s": "0.488518", | |
| "validation_energy_j": "38.832531", | |
| "validation_power_avg_w": "79.499714", | |
| "validation_power_peak_w": "79.526" | |
| }, | |
| { | |
| "axis": "05_pattern_fixed_var_burst", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.020001", | |
| "idle_mid_energy_j": "1657.232252", | |
| "idle_mid_power_avg_w": "55.204156", | |
| "idle_mid_power_peak_w": "96.225", | |
| "idle_post_duration_s": "29.990039", | |
| "idle_post_energy_j": "1278.921899", | |
| "idle_post_power_avg_w": "42.63355", | |
| "idle_post_power_peak_w": "78.807", | |
| "idle_pre_duration_s": "30.030966", | |
| "idle_pre_energy_j": "1604.168784", | |
| "idle_pre_power_avg_w": "53.418466", | |
| "idle_pre_power_peak_w": "79.137", | |
| "inference_duration_s": "0.009999", | |
| "inference_energy_j": "0.085888", | |
| "inference_power_avg_w": "8.59", | |
| "inference_power_peak_w": "8.59", | |
| "inference_idle_duration_s": "300.293831", | |
| "inference_idle_energy_j": "23505.116439", | |
| "inference_idle_power_avg_w": "78.273653", | |
| "inference_idle_power_peak_w": "79.371", | |
| "train_duration_s": "0.107125", | |
| "train_energy_j": "0.885279", | |
| "train_power_avg_w": "8.264", | |
| "train_power_peak_w": "8.264", | |
| "train_compute_duration_s": "8.979637", | |
| "train_compute_energy_j": "897.828809", | |
| "train_compute_power_avg_w": "100.122817", | |
| "train_compute_power_peak_w": "149.937", | |
| "validation_duration_s": "0.459916", | |
| "validation_energy_j": "37.023529", | |
| "validation_power_avg_w": "80.579698", | |
| "validation_power_peak_w": "89.781" | |
| }, | |
| { | |
| "axis": "05_pattern_fixed_var_burst", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_variable", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_variable", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "variable", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.030046", | |
| "idle_mid_energy_j": "1701.814811", | |
| "idle_mid_power_avg_w": "56.670478", | |
| "idle_mid_power_peak_w": "96.38", | |
| "idle_post_duration_s": "29.99004", | |
| "idle_post_energy_j": "995.301622", | |
| "idle_post_power_avg_w": "33.179433", | |
| "idle_post_power_peak_w": "78.788", | |
| "idle_pre_duration_s": "30.089489", | |
| "idle_pre_energy_j": "1570.942647", | |
| "idle_pre_power_avg_w": "52.265367", | |
| "idle_pre_power_peak_w": "78.724", | |
| "inference_duration_s": "0.009954", | |
| "inference_energy_j": "0.084269", | |
| "inference_power_avg_w": "8.466", | |
| "inference_power_peak_w": "8.466", | |
| "inference_idle_duration_s": "302.820741", | |
| "inference_idle_energy_j": "23620.974263", | |
| "inference_idle_power_avg_w": "78.003251", | |
| "inference_idle_power_peak_w": "79.228", | |
| "train_duration_s": "0.097017", | |
| "train_energy_j": "1.191555", | |
| "train_power_avg_w": "14.162667", | |
| "train_power_peak_w": "15.151", | |
| "train_compute_duration_s": "8.914404", | |
| "train_compute_energy_j": "922.788979", | |
| "train_compute_power_avg_w": "103.582074", | |
| "train_compute_power_peak_w": "150.661", | |
| "validation_duration_s": "0.489384", | |
| "validation_energy_j": "38.923044", | |
| "validation_power_avg_w": "79.519548", | |
| "validation_power_peak_w": "79.706" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "convnext_tiny", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.152742", | |
| "idle_mid_energy_j": "2000.125264", | |
| "idle_mid_power_avg_w": "66.338335", | |
| "idle_mid_power_peak_w": "392.004", | |
| "idle_post_duration_s": "29.990089", | |
| "idle_post_energy_j": "1275.224627", | |
| "idle_post_power_avg_w": "42.510264", | |
| "idle_post_power_peak_w": "78.729", | |
| "idle_pre_duration_s": "30.065334", | |
| "idle_pre_energy_j": "1611.782025", | |
| "idle_pre_power_avg_w": "53.647422", | |
| "idle_pre_power_peak_w": "78.958", | |
| "inference_duration_s": "0.037277", | |
| "inference_energy_j": "0.353495", | |
| "inference_power_avg_w": "9.483", | |
| "inference_power_peak_w": "9.483", | |
| "inference_idle_duration_s": "300.743112", | |
| "inference_idle_energy_j": "23803.24612", | |
| "inference_idle_power_avg_w": "79.14747", | |
| "inference_idle_power_peak_w": "83.41", | |
| "train_duration_s": "0.338168", | |
| "train_energy_j": "4.322647", | |
| "train_power_avg_w": "13.168935", | |
| "train_power_peak_w": "14.349", | |
| "train_compute_duration_s": "40.976584", | |
| "train_compute_energy_j": "13337.912043", | |
| "train_compute_power_avg_w": "325.64016", | |
| "train_compute_power_peak_w": "514.439", | |
| "validation_duration_s": "2.393998", | |
| "validation_energy_j": "622.287107", | |
| "validation_power_avg_w": "264.82706", | |
| "validation_power_peak_w": "396.614" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "densenet121", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.112029", | |
| "idle_mid_energy_j": "2013.542605", | |
| "idle_mid_power_avg_w": "66.871649", | |
| "idle_mid_power_peak_w": "402.236", | |
| "idle_post_duration_s": "29.99002", | |
| "idle_post_energy_j": "1274.617042", | |
| "idle_post_power_avg_w": "42.490195", | |
| "idle_post_power_peak_w": "78.587", | |
| "idle_pre_duration_s": "30.072644", | |
| "idle_pre_energy_j": "1612.126726", | |
| "idle_pre_power_avg_w": "53.656438", | |
| "idle_pre_power_peak_w": "80.229", | |
| "inference_duration_s": "0.047961", | |
| "inference_energy_j": "0.738077", | |
| "inference_power_avg_w": "15.389", | |
| "inference_power_peak_w": "15.389", | |
| "inference_idle_duration_s": "300.983575", | |
| "inference_idle_energy_j": "23833.955461", | |
| "inference_idle_power_avg_w": "79.187232", | |
| "inference_idle_power_peak_w": "83.343", | |
| "train_duration_s": "0.228055", | |
| "train_energy_j": "1.962868", | |
| "train_power_avg_w": "8.607", | |
| "train_power_peak_w": "8.607", | |
| "train_compute_duration_s": "37.977829", | |
| "train_compute_energy_j": "14370.4027", | |
| "train_compute_power_avg_w": "378.580339", | |
| "train_compute_power_peak_w": "436.674", | |
| "validation_duration_s": "2.400694", | |
| "validation_energy_j": "612.080364", | |
| "validation_power_avg_w": "260.08781", | |
| "validation_power_peak_w": "402.236" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "efficientnet_b0", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.110466", | |
| "idle_mid_energy_j": "1843.16453", | |
| "idle_mid_power_avg_w": "61.214037", | |
| "idle_mid_power_peak_w": "254.157", | |
| "idle_post_duration_s": "29.989964", | |
| "idle_post_energy_j": "1327.652118", | |
| "idle_post_power_avg_w": "44.258157", | |
| "idle_post_power_peak_w": "78.96", | |
| "idle_pre_duration_s": "30.048817", | |
| "idle_pre_energy_j": "1597.815237", | |
| "idle_pre_power_avg_w": "53.201305", | |
| "idle_pre_power_peak_w": "80.05", | |
| "inference_duration_s": "0.029527", | |
| "inference_energy_j": "0.282394", | |
| "inference_power_avg_w": "9.564", | |
| "inference_power_peak_w": "9.564", | |
| "inference_idle_duration_s": "300.692095", | |
| "inference_idle_energy_j": "23730.143473", | |
| "inference_idle_power_avg_w": "78.917445", | |
| "inference_idle_power_peak_w": "81.444", | |
| "train_duration_s": "0.378608", | |
| "train_energy_j": "3.486977", | |
| "train_power_avg_w": "9.21", | |
| "train_power_peak_w": "9.21", | |
| "train_compute_duration_s": "29.64147", | |
| "train_compute_energy_j": "9203.607656", | |
| "train_compute_power_avg_w": "310.741675", | |
| "train_compute_power_peak_w": "401.572", | |
| "validation_duration_s": "2.166443", | |
| "validation_energy_j": "354.439076", | |
| "validation_power_avg_w": "166.603943", | |
| "validation_power_peak_w": "255.334" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "mobilenetv2", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.039971", | |
| "idle_mid_energy_j": "1642.508494", | |
| "idle_mid_power_avg_w": "54.677394", | |
| "idle_mid_power_peak_w": "103.318", | |
| "idle_post_duration_s": "29.990004", | |
| "idle_post_energy_j": "1321.052436", | |
| "idle_post_power_avg_w": "44.038017", | |
| "idle_post_power_peak_w": "78.387", | |
| "idle_pre_duration_s": "30.065609", | |
| "idle_pre_energy_j": "1621.741461", | |
| "idle_pre_power_avg_w": "53.993453", | |
| "idle_pre_power_peak_w": "79.597", | |
| "inference_duration_s": "0.009999", | |
| "inference_energy_j": "0.080626", | |
| "inference_power_avg_w": "8.063", | |
| "inference_power_peak_w": "8.063", | |
| "inference_idle_duration_s": "300.385542", | |
| "inference_idle_energy_j": "23429.521655", | |
| "inference_idle_power_avg_w": "77.998205", | |
| "inference_idle_power_peak_w": "79.381", | |
| "train_duration_s": "0.074666", | |
| "train_energy_j": "0.65467", | |
| "train_power_avg_w": "8.768", | |
| "train_power_peak_w": "8.768", | |
| "train_compute_duration_s": "13.555383", | |
| "train_compute_energy_j": "1395.404981", | |
| "train_compute_power_avg_w": "102.985759", | |
| "train_compute_power_peak_w": "138.908", | |
| "validation_duration_s": "0.695596", | |
| "validation_energy_j": "56.694203", | |
| "validation_power_avg_w": "81.763286", | |
| "validation_power_peak_w": "83.691" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.020032", | |
| "idle_mid_energy_j": "1633.251173", | |
| "idle_mid_power_avg_w": "54.405513", | |
| "idle_mid_power_peak_w": "94.486", | |
| "idle_post_duration_s": "29.989965", | |
| "idle_post_energy_j": "1265.22156", | |
| "idle_post_power_avg_w": "42.177128", | |
| "idle_post_power_peak_w": "78.431", | |
| "idle_pre_duration_s": "30.049034", | |
| "idle_pre_energy_j": "1587.709157", | |
| "idle_pre_power_avg_w": "52.865143", | |
| "idle_pre_power_peak_w": "78.578", | |
| "inference_duration_s": "0.009922", | |
| "inference_energy_j": "0.08408", | |
| "inference_power_avg_w": "8.474", | |
| "inference_power_peak_w": "8.474", | |
| "inference_idle_duration_s": "300.294939", | |
| "inference_idle_energy_j": "23399.480477", | |
| "inference_idle_power_avg_w": "77.921632", | |
| "inference_idle_power_peak_w": "79.083", | |
| "train_duration_s": "0.102379", | |
| "train_energy_j": "0.888959", | |
| "train_power_avg_w": "8.683", | |
| "train_power_peak_w": "8.683", | |
| "train_compute_duration_s": "9.27713", | |
| "train_compute_energy_j": "944.579334", | |
| "train_compute_power_avg_w": "101.885756", | |
| "train_compute_power_peak_w": "147.429", | |
| "validation_duration_s": "0.493143", | |
| "validation_energy_j": "39.634463", | |
| "validation_power_avg_w": "80.653854", | |
| "validation_power_peak_w": "82.592" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.019992", | |
| "idle_mid_energy_j": "1672.888168", | |
| "idle_mid_power_avg_w": "55.725697", | |
| "idle_mid_power_peak_w": "121.434", | |
| "idle_post_duration_s": "29.990041", | |
| "idle_post_energy_j": "1238.822888", | |
| "idle_post_power_avg_w": "41.296948", | |
| "idle_post_power_peak_w": "78.65", | |
| "idle_pre_duration_s": "30.083658", | |
| "idle_pre_energy_j": "1615.429094", | |
| "idle_pre_power_avg_w": "53.747655", | |
| "idle_pre_power_peak_w": "78.924", | |
| "inference_duration_s": "0.020002", | |
| "inference_energy_j": "0.159373", | |
| "inference_power_avg_w": "7.968", | |
| "inference_power_peak_w": "7.968", | |
| "inference_idle_duration_s": "300.432184", | |
| "inference_idle_energy_j": "23438.569513", | |
| "inference_idle_power_avg_w": "78.01625", | |
| "inference_idle_power_peak_w": "79.576", | |
| "train_duration_s": "0.082202", | |
| "train_energy_j": "0.748449", | |
| "train_power_avg_w": "9.105", | |
| "train_power_peak_w": "9.105", | |
| "train_compute_duration_s": "12.018986", | |
| "train_compute_energy_j": "1617.81513", | |
| "train_compute_power_avg_w": "134.698481", | |
| "train_compute_power_peak_w": "173.449", | |
| "validation_duration_s": "0.788471", | |
| "validation_energy_j": "73.145081", | |
| "validation_power_avg_w": "92.396831", | |
| "validation_power_peak_w": "111.454" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnext50_32x4d", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.153913", | |
| "idle_mid_energy_j": "2067.205693", | |
| "idle_mid_power_avg_w": "68.56171", | |
| "idle_mid_power_peak_w": "449.579", | |
| "idle_post_duration_s": "29.990032", | |
| "idle_post_energy_j": "1307.793388", | |
| "idle_post_power_avg_w": "43.596434", | |
| "idle_post_power_peak_w": "78.718", | |
| "idle_pre_duration_s": "30.072836", | |
| "idle_pre_energy_j": "1603.967374", | |
| "idle_pre_power_avg_w": "53.384863", | |
| "idle_pre_power_peak_w": "79.244", | |
| "inference_duration_s": "0.039042", | |
| "inference_energy_j": "0.576684", | |
| "inference_power_avg_w": "14.771", | |
| "inference_power_peak_w": "14.771", | |
| "inference_idle_duration_s": "300.880658", | |
| "inference_idle_energy_j": "23924.409513", | |
| "inference_idle_power_avg_w": "79.514501", | |
| "inference_idle_power_peak_w": "84.067", | |
| "train_duration_s": "0.35083", | |
| "train_energy_j": "3.923633", | |
| "train_power_avg_w": "11.431406", | |
| "train_power_peak_w": "26.721", | |
| "train_compute_duration_s": "42.732029", | |
| "train_compute_energy_j": "16277.21075", | |
| "train_compute_power_avg_w": "381.140643", | |
| "train_compute_power_peak_w": "514.289", | |
| "validation_duration_s": "2.48003", | |
| "validation_energy_j": "695.916299", | |
| "validation_power_avg_w": "287.397533", | |
| "validation_power_peak_w": "449.579" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_swin_t_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_swin_t_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "swin_t", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.189958", | |
| "idle_mid_energy_j": "2188.208505", | |
| "idle_mid_power_avg_w": "72.481238", | |
| "idle_mid_power_peak_w": "511.767", | |
| "idle_post_duration_s": "29.990049", | |
| "idle_post_energy_j": "1323.138688", | |
| "idle_post_power_avg_w": "44.107811", | |
| "idle_post_power_peak_w": "79.439", | |
| "idle_pre_duration_s": "30.067634", | |
| "idle_pre_energy_j": "1555.41703", | |
| "idle_pre_power_avg_w": "51.755785", | |
| "idle_pre_power_peak_w": "78.839", | |
| "inference_duration_s": "0.029997", | |
| "inference_energy_j": "0.278549", | |
| "inference_power_avg_w": "9.286", | |
| "inference_power_peak_w": "9.286", | |
| "inference_idle_duration_s": "301.009089", | |
| "inference_idle_energy_j": "24149.583474", | |
| "inference_idle_power_avg_w": "80.227267", | |
| "inference_idle_power_peak_w": "85.845", | |
| "train_duration_s": "0.370968", | |
| "train_energy_j": "3.17326", | |
| "train_power_avg_w": "8.554", | |
| "train_power_peak_w": "8.554", | |
| "train_compute_duration_s": "30.857654", | |
| "train_compute_energy_j": "14846.599213", | |
| "train_compute_power_avg_w": "481.1048", | |
| "train_compute_power_peak_w": "512.395", | |
| "validation_duration_s": "2.493507", | |
| "validation_energy_j": "1130.879017", | |
| "validation_power_avg_w": "452.055049", | |
| "validation_power_peak_w": "512.149" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_vgg16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_vgg16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "vgg16", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.030039", | |
| "idle_mid_energy_j": "1735.061949", | |
| "idle_mid_power_avg_w": "57.777675", | |
| "idle_mid_power_peak_w": "166.033", | |
| "idle_post_duration_s": "29.990029", | |
| "idle_post_energy_j": "1306.896841", | |
| "idle_post_power_avg_w": "43.566449", | |
| "idle_post_power_peak_w": "78.633", | |
| "idle_pre_duration_s": "30.151163", | |
| "idle_pre_energy_j": "1568.332389", | |
| "idle_pre_power_avg_w": "52.060056", | |
| "idle_pre_power_peak_w": "79.625", | |
| "inference_duration_s": "0.009924", | |
| "inference_energy_j": "0.077767", | |
| "inference_power_avg_w": "7.836", | |
| "inference_power_peak_w": "7.836", | |
| "inference_idle_duration_s": "300.262311", | |
| "inference_idle_energy_j": "23419.090051", | |
| "inference_idle_power_avg_w": "77.995505", | |
| "inference_idle_power_peak_w": "79.311", | |
| "train_duration_s": "0.105177", | |
| "train_energy_j": "0.978146", | |
| "train_power_avg_w": "9.3", | |
| "train_power_peak_w": "9.3", | |
| "train_compute_duration_s": "13.78671", | |
| "train_compute_energy_j": "3007.79945", | |
| "train_compute_power_avg_w": "218.403672", | |
| "train_compute_power_peak_w": "287.307", | |
| "validation_duration_s": "0.456355", | |
| "validation_energy_j": "43.748857", | |
| "validation_power_avg_w": "95.8644", | |
| "validation_power_peak_w": "95.877" | |
| }, | |
| { | |
| "axis": "06_model_scaling_image", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_vit_b_16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_vit_b_16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "vit_b_16", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.112253", | |
| "idle_mid_energy_j": "2138.240742", | |
| "idle_mid_power_avg_w": "71.013308", | |
| "idle_mid_power_peak_w": "578.356", | |
| "idle_post_duration_s": "29.999841", | |
| "idle_post_energy_j": "1296.447524", | |
| "idle_post_power_avg_w": "43.204077", | |
| "idle_post_power_peak_w": "78.69", | |
| "idle_pre_duration_s": "30.125064", | |
| "idle_pre_energy_j": "1556.957787", | |
| "idle_pre_power_avg_w": "51.733139", | |
| "idle_pre_power_peak_w": "79.168", | |
| "inference_duration_s": "0.027743", | |
| "inference_energy_j": "0.250579", | |
| "inference_power_avg_w": "9.032", | |
| "inference_power_peak_w": "9.032", | |
| "inference_idle_duration_s": "300.971074", | |
| "inference_idle_energy_j": "24140.102166", | |
| "inference_idle_power_avg_w": "80.206449", | |
| "inference_idle_power_peak_w": "86.98", | |
| "train_duration_s": "0.437922", | |
| "train_energy_j": "6.679174", | |
| "train_power_avg_w": "15.8829", | |
| "train_power_peak_w": "29.412", | |
| "train_compute_duration_s": "32.740353", | |
| "train_compute_energy_j": "18406.150112", | |
| "train_compute_power_avg_w": "562.171097", | |
| "train_compute_power_peak_w": "585.793", | |
| "validation_duration_s": "2.630414", | |
| "validation_energy_j": "1343.156739", | |
| "validation_power_avg_w": "509.451544", | |
| "validation_power_peak_w": "585.793" | |
| }, | |
| { | |
| "axis": "07_dataset_cifar10_cifar100_imagenet", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar100_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar100_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar100", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.019955", | |
| "idle_mid_energy_j": "1684.822593", | |
| "idle_mid_power_avg_w": "56.123406", | |
| "idle_mid_power_peak_w": "117.775", | |
| "idle_post_duration_s": "29.990013", | |
| "idle_post_energy_j": "1272.254416", | |
| "idle_post_power_avg_w": "42.411517", | |
| "idle_post_power_peak_w": "78.545", | |
| "idle_pre_duration_s": "30.043212", | |
| "idle_pre_energy_j": "1574.146398", | |
| "idle_pre_power_avg_w": "52.400679", | |
| "idle_pre_power_peak_w": "78.571", | |
| "inference_duration_s": "0.020005", | |
| "inference_energy_j": "0.168663", | |
| "inference_power_avg_w": "8.431", | |
| "inference_power_peak_w": "8.431", | |
| "inference_idle_duration_s": "300.414783", | |
| "inference_idle_energy_j": "23497.954883", | |
| "inference_idle_power_avg_w": "78.218458", | |
| "inference_idle_power_peak_w": "79.35", | |
| "train_duration_s": "0.130602", | |
| "train_energy_j": "1.034625", | |
| "train_power_avg_w": "7.922", | |
| "train_power_peak_w": "7.922", | |
| "train_compute_duration_s": "12.150607", | |
| "train_compute_energy_j": "1598.448782", | |
| "train_compute_power_avg_w": "131.55576", | |
| "train_compute_power_peak_w": "169.96", | |
| "validation_duration_s": "0.844104", | |
| "validation_energy_j": "71.244118", | |
| "validation_power_avg_w": "85.177671", | |
| "validation_power_peak_w": "97.874" | |
| }, | |
| { | |
| "axis": "07_dataset_cifar10_cifar100_imagenet", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.019964", | |
| "idle_mid_energy_j": "1671.622792", | |
| "idle_mid_power_avg_w": "55.683759", | |
| "idle_mid_power_peak_w": "121.836", | |
| "idle_post_duration_s": "29.989996", | |
| "idle_post_energy_j": "1318.530015", | |
| "idle_post_power_avg_w": "43.953762", | |
| "idle_post_power_peak_w": "78.885", | |
| "idle_pre_duration_s": "30.083534", | |
| "idle_pre_energy_j": "1613.539584", | |
| "idle_pre_power_avg_w": "53.684925", | |
| "idle_pre_power_peak_w": "79.065", | |
| "inference_duration_s": "0.019995", | |
| "inference_energy_j": "0.178092", | |
| "inference_power_avg_w": "8.907", | |
| "inference_power_peak_w": "8.907", | |
| "inference_idle_duration_s": "300.398782", | |
| "inference_idle_energy_j": "23533.305324", | |
| "inference_idle_power_avg_w": "78.340228", | |
| "inference_idle_power_peak_w": "79.477", | |
| "train_duration_s": "0.08064", | |
| "train_energy_j": "0.732699", | |
| "train_power_avg_w": "9.086", | |
| "train_power_peak_w": "9.086", | |
| "train_compute_duration_s": "11.936293", | |
| "train_compute_energy_j": "1609.593866", | |
| "train_compute_power_avg_w": "134.966778", | |
| "train_compute_power_peak_w": "172.577", | |
| "validation_duration_s": "0.780414", | |
| "validation_energy_j": "73.952033", | |
| "validation_power_avg_w": "94.817757", | |
| "validation_power_peak_w": "104.123" | |
| }, | |
| { | |
| "axis": "07_dataset_cifar10_cifar100_imagenet", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_imagenet_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet50_imagenet_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet50", | |
| "dataset": "imagenet", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.240967", | |
| "idle_mid_energy_j": "1766.339432", | |
| "idle_mid_power_avg_w": "58.410362", | |
| "idle_mid_power_peak_w": "193.084", | |
| "idle_post_duration_s": "29.989983", | |
| "idle_post_energy_j": "1269.712277", | |
| "idle_post_power_avg_w": "42.327275", | |
| "idle_post_power_peak_w": "78.45", | |
| "idle_pre_duration_s": "30.095523", | |
| "idle_pre_energy_j": "1564.634981", | |
| "idle_pre_power_avg_w": "52.0445", | |
| "idle_pre_power_peak_w": "78.89", | |
| "inference_duration_s": "0.029007", | |
| "inference_energy_j": "0.28436", | |
| "inference_power_avg_w": "9.803", | |
| "inference_power_peak_w": "9.803", | |
| "inference_idle_duration_s": "300.800043", | |
| "inference_idle_energy_j": "23769.927431", | |
| "inference_idle_power_avg_w": "79.022365", | |
| "inference_idle_power_peak_w": "83.391", | |
| "train_duration_s": "0.371245", | |
| "train_energy_j": "7.269452", | |
| "train_power_avg_w": "19.2805", | |
| "train_power_peak_w": "31.501", | |
| "train_compute_duration_s": "633.169306", | |
| "train_compute_energy_j": "303698.965116", | |
| "train_compute_power_avg_w": "479.652661", | |
| "train_compute_power_peak_w": "490.486", | |
| "validation_duration_s": "37.160818", | |
| "validation_energy_j": "6093.910757", | |
| "validation_power_avg_w": "163.724122", | |
| "validation_power_peak_w": "286.566" | |
| }, | |
| { | |
| "axis": "08_train_modes_fixed_automl", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/08_train_modes_fixed_automl/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.020026", | |
| "idle_mid_energy_j": "1662.504458", | |
| "idle_mid_power_avg_w": "55.379937", | |
| "idle_mid_power_peak_w": "96.207", | |
| "idle_post_duration_s": "29.990068", | |
| "idle_post_energy_j": "1263.250739", | |
| "idle_post_power_avg_w": "42.111249", | |
| "idle_post_power_peak_w": "78.423", | |
| "idle_pre_duration_s": "30.031113", | |
| "idle_pre_energy_j": "1627.116779", | |
| "idle_pre_power_avg_w": "54.182342", | |
| "idle_pre_power_peak_w": "78.414", | |
| "inference_duration_s": "0.009938", | |
| "inference_energy_j": "0.083232", | |
| "inference_power_avg_w": "8.375", | |
| "inference_power_peak_w": "8.375", | |
| "inference_idle_duration_s": "300.295765", | |
| "inference_idle_energy_j": "23401.497645", | |
| "inference_idle_power_avg_w": "77.928225", | |
| "inference_idle_power_peak_w": "79.201", | |
| "train_duration_s": "0.129157", | |
| "train_energy_j": "1.952336", | |
| "train_power_avg_w": "15.116", | |
| "train_power_peak_w": "15.116", | |
| "train_compute_duration_s": "9.170377", | |
| "train_compute_energy_j": "940.131307", | |
| "train_compute_power_avg_w": "102.519382", | |
| "train_compute_power_peak_w": "147.726", | |
| "validation_duration_s": "0.596539", | |
| "validation_energy_j": "48.757039", | |
| "validation_power_avg_w": "82.193353", | |
| "validation_power_peak_w": "85.015" | |
| }, | |
| { | |
| "axis": "10_checkpoint_iteration_observe", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/10_checkpoint_iteration_observe/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": null, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.029998", | |
| "idle_mid_energy_j": "1603.214391", | |
| "idle_mid_power_avg_w": "53.38705", | |
| "idle_mid_power_peak_w": "94.418", | |
| "idle_post_duration_s": "29.990001", | |
| "idle_post_energy_j": "1442.018669", | |
| "idle_post_power_avg_w": "48.070139", | |
| "idle_post_power_peak_w": "78.305", | |
| "idle_pre_duration_s": "30.048591", | |
| "idle_pre_energy_j": "1605.276067", | |
| "idle_pre_power_avg_w": "53.450865", | |
| "idle_pre_power_peak_w": "78.262", | |
| "inference_duration_s": "0.020005", | |
| "inference_energy_j": "0.306617", | |
| "inference_power_avg_w": "15.327", | |
| "inference_power_peak_w": "15.327", | |
| "inference_idle_duration_s": "300.834005", | |
| "inference_idle_energy_j": "23438.695878", | |
| "inference_idle_power_avg_w": "77.912244", | |
| "inference_idle_power_peak_w": "79.009", | |
| "train_duration_s": "8.965651", | |
| "train_energy_j": "904.156135", | |
| "train_power_avg_w": "101.316308", | |
| "train_power_peak_w": "150.416", | |
| "validation_duration_s": "0.5044", | |
| "validation_energy_j": "39.983296", | |
| "validation_power_avg_w": "79.401116", | |
| "validation_power_peak_w": "79.789" | |
| }, | |
| { | |
| "axis": "11_control_clock_sweep", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1005MHz_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1005MHz_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": 1005, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.019998", | |
| "idle_mid_energy_j": "1606.125427", | |
| "idle_mid_power_avg_w": "53.501853", | |
| "idle_mid_power_peak_w": "57.731", | |
| "idle_post_duration_s": "29.990005", | |
| "idle_post_energy_j": "1601.347898", | |
| "idle_post_power_avg_w": "53.395923", | |
| "idle_post_power_peak_w": "53.913", | |
| "idle_pre_duration_s": "30.038948", | |
| "idle_pre_energy_j": "1589.292939", | |
| "idle_pre_power_avg_w": "52.907487", | |
| "idle_pre_power_peak_w": "54.459", | |
| "inference_duration_s": "0.009992", | |
| "inference_energy_j": "0.535446", | |
| "inference_power_avg_w": "53.586", | |
| "inference_power_peak_w": "53.586", | |
| "inference_idle_duration_s": "300.293479", | |
| "inference_idle_energy_j": "16073.485502", | |
| "inference_idle_power_avg_w": "53.52572", | |
| "inference_idle_power_peak_w": "54.726", | |
| "train_duration_s": "0.092655", | |
| "train_energy_j": "4.944618", | |
| "train_power_avg_w": "53.366", | |
| "train_power_peak_w": "53.366", | |
| "train_compute_duration_s": "9.280305", | |
| "train_compute_energy_j": "597.676427", | |
| "train_compute_power_avg_w": "64.438403", | |
| "train_compute_power_peak_w": "79.121", | |
| "validation_duration_s": "0.544359", | |
| "validation_energy_j": "29.387905", | |
| "validation_power_avg_w": "54.062319", | |
| "validation_power_peak_w": "55.376" | |
| }, | |
| { | |
| "axis": "11_control_clock_sweep", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1500MHz_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1500MHz_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": 1500, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.030003", | |
| "idle_mid_energy_j": "1745.044749", | |
| "idle_mid_power_avg_w": "58.110046", | |
| "idle_mid_power_peak_w": "63.394", | |
| "idle_post_duration_s": "29.99005", | |
| "idle_post_energy_j": "1730.848946", | |
| "idle_post_power_avg_w": "57.714051", | |
| "idle_post_power_peak_w": "57.961", | |
| "idle_pre_duration_s": "30.056617", | |
| "idle_pre_energy_j": "1741.581075", | |
| "idle_pre_power_avg_w": "57.943235", | |
| "idle_pre_power_peak_w": "59.683", | |
| "inference_idle_duration_s": "300.304727", | |
| "inference_idle_energy_j": "17372.795761", | |
| "inference_idle_power_avg_w": "57.850615", | |
| "inference_idle_power_peak_w": "58.281", | |
| "train_duration_s": "0.081526", | |
| "train_energy_j": "4.734151", | |
| "train_power_avg_w": "58.069", | |
| "train_power_peak_w": "58.069", | |
| "train_compute_duration_s": "8.974245", | |
| "train_compute_energy_j": "635.738874", | |
| "train_compute_power_avg_w": "70.873886", | |
| "train_compute_power_peak_w": "88.106", | |
| "validation_duration_s": "0.493205", | |
| "validation_energy_j": "29.174994", | |
| "validation_power_avg_w": "59.299488", | |
| "validation_power_peak_w": "60.297" | |
| }, | |
| { | |
| "axis": "11_control_clock_sweep", | |
| "run_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk2100MHz_fixed", | |
| "run_name": "fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk2100MHz_fixed", | |
| "model": "resnet18", | |
| "dataset": "cifar10", | |
| "mode": "fixed", | |
| "batch_size": 64, | |
| "train_epochs": 1, | |
| "inference_pattern": "fixed", | |
| "inference_total_requests": 10000, | |
| "power_cap": null, | |
| "clock_lock_gpu": 2100, | |
| "ramp_enabled": false, | |
| "ramp_start_w": null, | |
| "ramp_end_w": null, | |
| "idle_mid_duration_s": "30.020014", | |
| "idle_mid_energy_j": "1844.754272", | |
| "idle_mid_power_avg_w": "61.45081", | |
| "idle_mid_power_peak_w": "68.552", | |
| "idle_post_duration_s": "29.989943", | |
| "idle_post_energy_j": "1846.341598", | |
| "idle_post_power_avg_w": "61.5655", | |
| "idle_post_power_peak_w": "62.107", | |
| "idle_pre_duration_s": "30.020225", | |
| "idle_pre_energy_j": "1836.550073", | |
| "idle_pre_power_avg_w": "61.177126", | |
| "idle_pre_power_peak_w": "62.73", | |
| "inference_duration_s": "0.009982", | |
| "inference_energy_j": "0.611465", | |
| "inference_power_avg_w": "61.259", | |
| "inference_power_peak_w": "61.259", | |
| "inference_idle_duration_s": "300.296384", | |
| "inference_idle_energy_j": "18551.974613", | |
| "inference_idle_power_avg_w": "61.778926", | |
| "inference_idle_power_peak_w": "62.681", | |
| "train_duration_s": "0.123888", | |
| "train_energy_j": "7.566983", | |
| "train_power_avg_w": "61.079", | |
| "train_power_peak_w": "61.079", | |
| "train_compute_duration_s": "8.914165", | |
| "train_compute_energy_j": "679.502198", | |
| "train_compute_power_avg_w": "76.265218", | |
| "train_compute_power_peak_w": "98.058", | |
| "validation_duration_s": "0.476343", | |
| "validation_energy_j": "30.002902", | |
| "validation_power_avg_w": "63.092857", | |
| "validation_power_peak_w": "66.363" | |
| } | |
| ] |