Upload batch 16/20 (100 files)

outputs/gpu_power_experiment/04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/config.json

@@ -0,0 +1,52 @@
+{
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+  "diffusion_train_epochs": 5,
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+  "ramp_step_duration": 3.0,
+  "cuda_index": 0,
+  "gpu_physical_index": 0,
+  "device": "cuda:0",
+  "seed": 42,
+  "dataset_allow_download": false,
+  "dataset_root": "/data/datasets",
+  "imagenet_root": "/data/datasets/imagenet",
+  "transition_dpdt_threshold_w_per_s": 5000.0,
+  "checkpoint_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/checkpoints",
+  "mode": "fixed",
+  "model": "resnet18",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/phase_transitions.json

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outputs/gpu_power_experiment/04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/samples/phase_power_summary.csv

@@ -0,0 +1,10 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3002,30.02002,1672.458805,55.711518,79.12,98.075,7.486
+idle_post,3000,29.989998,289.885517,9.665801,14.924,15.149,8.061
+idle_pre,3001,30.010069,1622.11828,54.052498,78.315,78.612,7.987
+inference,1,0.009946,0.090863,9.136,9.136,9.136,9.136
+inference_idle,30017,300.288878,23389.149197,77.888607,78.593,78.941,9.136
+ramp,6112,61.130831,1577.35123,25.805848,78.221,78.47,7.923
+train,6,0.112894,2.411269,24.3335,27.505,27.505,8.476
+train_compute,918,9.209901,973.463658,105.785074,148.302,148.302,27.505
+validation,51,0.567308,44.945391,79.266118,79.403,79.403,78.866

outputs/gpu_power_experiment/04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/samples/transition_points.csv

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+idx,timestamp_ms,phase_from,phase_to,power_from_w,power_to_w,delta_power_w,delta_time_ms,dpdt_w_per_s,direction
+6112,61193.613,train_compute,train_compute,27.505,80.904,53.399,10.034664,5321.453677,up

outputs/gpu_power_experiment/06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

@@ -0,0 +1,52 @@
+{
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+}

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/phase_power_summary.csv

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+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
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outputs/gpu_power_experiment/06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/transition_points.csv

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+idx,timestamp_ms,phase_from,phase_to,power_from_w,power_to_w,delta_power_w,delta_time_ms,dpdt_w_per_s,direction
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outputs/gpu_power_experiment/06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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+  "checkpoint_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/checkpoints",
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+}

outputs/gpu_power_experiment/06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/phase_power_summary.csv

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+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3011,30.110466,1843.16453,61.214037,105.345,254.157,9.269
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+validation,209,2.166443,354.439076,166.603943,255.334,255.334,80.279

outputs/gpu_power_experiment/06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/transition_points.csv

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+idx,timestamp_ms,phase_from,phase_to,power_from_w,power_to_w,delta_power_w,delta_time_ms,dpdt_w_per_s,direction
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outputs/gpu_power_experiment/06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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+  "device": "cuda:0",
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+  "dataset_allow_download": false,
+  "dataset_root": "/data/datasets",
+  "imagenet_root": "/data/datasets/imagenet",
+  "transition_dpdt_threshold_w_per_s": 5000.0,
+  "checkpoint_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/checkpoints",
+  "mode": "fixed",
+  "model": "mobilenetv2",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/phase_power_summary.csv

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+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3002,30.020032,1633.251173,54.405513,81.293,94.486,8.152
+idle_post,3000,29.989965,1265.22156,42.177128,78.13225,78.431,8.059
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+inference,1,0.009922,0.08408,8.474,8.474,8.474,8.474
+inference_idle,30018,300.294939,23399.480477,77.921632,78.777,79.083,8.474
+train,6,0.102379,0.888959,8.683,8.683,8.683,8.683
+train_compute,925,9.27713,944.579334,101.885756,147.429,147.429,8.683
+validation,41,0.493143,39.634463,80.653854,82.592,82.592,78.98

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/transition_points.csv

@@ -0,0 +1 @@
+idx,timestamp_ms,phase_from,phase_to,power_from_w,power_to_w,delta_power_w,delta_time_ms,dpdt_w_per_s,direction

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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+  "idle_post_duration": 30.0,
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+  "use_amp": true,
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+  "checkpoint_every_steps": null,
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+  "ramp_enabled": false,
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+  "ramp_end_w": null,
+  "ramp_steps": 5,
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+  "cuda_index": 0,
+  "gpu_physical_index": 0,
+  "device": "cuda:0",
+  "seed": 42,
+  "dataset_allow_download": false,
+  "dataset_root": "/data/datasets",
+  "imagenet_root": "/data/datasets/imagenet",
+  "transition_dpdt_threshold_w_per_s": 5000.0,
+  "checkpoint_dir": "/home/hyunwoo/DataCenter_train/hyp_opt/outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/checkpoints",
+  "mode": "fixed",
+  "model": "resnet50",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/phase_power_summary.csv

@@ -0,0 +1,9 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3002,30.019992,1672.888168,55.725697,87.069,121.434,7.85
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+train_compute,1199,12.018986,1617.81513,134.698481,173.34,173.449,9.105
+validation,71,0.788471,73.145081,92.396831,103.7905,111.454,89.604

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/transition_points.csv

@@ -0,0 +1 @@
+idx,timestamp_ms,phase_from,phase_to,power_from_w,power_to_w,delta_power_w,delta_time_ms,dpdt_w_per_s,direction

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
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+  "learning_rate": 0.01,
+  "num_workers": 8,
+  "use_amp": true,
+  "train_time_limit_sec": null,
+  "target_val_acc_pct": null,
+  "checkpoint_every_steps": null,
+  "finegrained_train_phases": true,
+  "automl_n_trials": 10,
+  "automl_max_epochs_per_trial": 3,
+  "automl_pruning": true,
+  "diffusion_train_epochs": 5,
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+  "diffusion_train_batch_size": 1,
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+  "diffusion_steps": 30,
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+  "inference_interval_sec": 5.0,
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+  "inference_burst_pause": 15.0,
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+  "clock_lock_gpu": null,
+  "clock_lock_mem": null,
+  "ramp_enabled": false,
+  "ramp_start_w": null,
+  "ramp_end_w": null,
+  "ramp_steps": 5,
+  "ramp_step_duration": 3.0,
+  "cuda_index": 0,
+  "gpu_physical_index": 0,
+  "device": "cuda:0",
+  "seed": 42,
+  "dataset_allow_download": false,
+  "dataset_root": "/data/datasets",
+  "imagenet_root": "/data/datasets/imagenet",
+  "transition_dpdt_threshold_w_per_s": 5000.0,
+  "checkpoint_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/checkpoints",
+  "mode": "fixed",
+  "model": "resnext50_32x4d",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/phase_power_summary.csv

@@ -0,0 +1,9 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3015,30.153913,2067.205693,68.56171,162.888,449.579,8.323
+idle_post,3000,29.990032,1307.793388,43.596434,78.4433,78.718,8.621
+idle_pre,3004,30.072836,1603.967374,53.384863,78.634,79.244,7.672
+inference,4,0.039042,0.576684,14.771,14.771,14.771,14.771
+inference_idle,30077,300.880658,23924.409513,79.514501,83.55,84.067,14.771
+train,32,0.35083,3.923633,11.431406,26.721,26.721,8.6
+train_compute,4270,42.732029,16277.21075,381.140643,512.471,514.289,26.721
+validation,240,2.48003,695.916299,287.397533,449.579,449.579,83.336

outputs/gpu_power_experiment/06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/samples/transition_points.csv

@@ -0,0 +1,13 @@
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outputs/gpu_power_experiment/06_model_scaling_image/fixed_swin_t_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/config.json

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