Upload batch 17/20 (100 files)

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/08_ramp_rate/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap_ramp/config.json

@@ -0,0 +1,50 @@
+{
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+  "idle_pre_duration": 30.0,
+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
+  "train_epochs": 3,
+  "train_max_steps": null,
+  "batch_size": 4,
+  "gradient_accumulation_steps": 4,
+  "learning_rate": 0.0002,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "max_seq_length": 512,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.7,
+  "gen_do_sample": true,
+  "prompt_set": "alpaca",
+  "clock_lock_gpu": null,
+  "clock_lock_mem": null,
+  "ramp_enabled": true,
+  "ramp_start_w": 80,
+  "ramp_end_w": 575,
+  "ramp_steps": 10,
+  "ramp_step_duration": 3.0,
+  "device": "cuda:0",
+  "gpu_index": 0,
+  "skip_training": false,
+  "skip_inference": false,
+  "model": "qwen3-4b",
+  "power_cap": null,
+  "gpu_info": {
+    "gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
+    "tdp_w": 600,
+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
+    "cuda_version": "13.0"
+  },
+  "experiment_timestamp": "2026-02-12T23:22:55.043180"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/08_ramp_rate/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap_ramp/phase_transitions.json

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+    "sub_phase": "req_26_decode"
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+  },
+  {
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+    "timestamp_ms": 1770906103436.3127,
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+    "sub_phase": "req_27_prefill"
+  },
+  {
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+    "timestamp_ms": 1770906103493.719,
+    "phase": "inference",
+    "sub_phase": "req_27_decode"
+  },
+  {
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+  {
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+  },
+  {
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+    "timestamp_ms": 1770906108564.57,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
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+    "timestamp_ms": 1770906109247.3518,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770906114247.6223,
+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
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+    "timestamp_ms": 1770906114278.3955,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-12T23:21:54.586277",
+    "timestamp_ms": 1770906114586.2847,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
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+    "timestamp_ms": 1770906114586.3887,
+    "phase": "ramp",
+    "sub_phase": "down_575W_to_80W"
+  },
+  {
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+    "timestamp_ms": 1770906145036.1602,
+    "phase": "ramp",
+    "sub_phase": "down_complete"
+  },
+  {
+    "timestamp": "2026-02-12T23:22:25.036240",
+    "timestamp_ms": 1770906145036.2478,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/08_ramp_rate/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap_ramp/samples/inference_results.csv

@@ -0,0 +1,68 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,21,2,36.01384162902832,121.16670608520508,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a",.
+1,7,1,31.063318252563477,28.5794734954834,Give two examples of a liquid.,
+2,7,1,34.61647033691406,30.921220779418945,Outline the consequences of deforestation.,
+3,14,39,32.773494720458984,1092.7789211273193,"Find the area of a circle given its radius.
+Radius = 4","
+Area = pi * (radius^2)
+Area = pi * (4^2)
+Area = pi * 16
+Area = 50.27 (approx)"
+4,11,90,32.85026550292969,2457.597017288208,Propose an ethical solution to the problem of data privacy," in the digital age.
+
+One ethical solution to the problem of data privacy in the"
+5,8,1,33.09035301208496,29.848575592041016,Design an app for a delivery company.,
+6,12,1,33.872127532958984,29.80351448059082,Compare and contrast the Cuban Missile Crisis and the Vietnam War.,
+7,7,13,34.12914276123047,365.9930229187012,What are the three primary colors?," The three primary colors are red, blue, and yellow."
+8,14,51,31.924962997436523,1395.6196308135986,Generate a list of ten items a person might need for a camping trip,".
+1. Tent
+2. Sleeping bag
+3. Cooking pot
+4. Cooler
+5. Headlamp
+6. First aid kit
+"
+9,18,1,33.538103103637695,31.435728073120117,"Rewrite the following sentence using active voice.
+The news report was read by t",
+10,7,1,32.1955680847168,33.045291900634766,Describe the structure of an atom.,
+11,7,1,32.987356185913086,31.778335571289062,Give three tips for staying healthy.,
+12,12,16,33.51020812988281,456.8219184875488,Describe a time when you had to make a difficult decision.," What was the decision, and what factors did you consider in making it?"
+13,46,12,35.60829162597656,343.9450263977051,"Extract the facts from the paragraph.
+Online education continues to become more "," However, there are some disadvantages to online education, such"
+14,7,1,36.79680824279785,29.503345489501953,What is the capital of France?,
+15,9,1,35.75301170349121,29.148101806640625,Design a logo for a website about recycling.,
+16,15,96,36.87763214111328,2598.0122089385986,"Write a short paragraph about the given topic.
+The importance of using renewable"," sources. 
+
+Renewable energy sources are important for a number of reasons. Firs"
+17,9,1,33.16211700439453,31.405210494995117,Generate a poem with 10 lines.,
+18,21,18,45.11666297912598,497.387170791626,Arrange the words in the given sentence to form a grammatically correct sentence," over the lazy dog
+Output: The quick brown fox jumped over the lazy dog."
+19,11,97,32.019853591918945,2631.563901901245,Explain the use of word embeddings in Natural Language Processing,".
+Word embeddings are a type of representation used in Natural Language Processi"
+20,25,1,36.35525703430176,32.10711479187012,"Use the given data to calculate the median.
+[2, 3, 7, 8, 10]",
+21,11,1,35.39562225341797,31.244993209838867,Develop a plan to reduce electricity usage in a home.,
+22,8,1,33.603668212890625,31.729698181152344,Provide one example for a cultural practice.,
+23,13,15,33.695220947265625,419.2793369293213,"Transcribe the recording into text.
+Recording about the history of Waterloo",":
+The Battle of Waterloo, fought on June 18, "
+24,6,68,33.350467681884766,1852.3433208465576,How did Julius Caesar die?, Julius Caesar was assassinated on the Ides of March (March 15th) in 44 BCE. He 
+25,13,128,32.04345703125,3510.875940322876,Identify the lines of longitude that divides North and South America.," 
+
+A. 10°W and 20°W  
+B. 10°W and 15°W  
+C. 20°W and 40°W  
+D. 40°W and 60°W
+Ans"
+26,7,1,32.247066497802734,30.106782913208008,How can we reduce air pollution?,
+27,66,1,55.09138107299805,32.77277946472168,"Rewrite the given paragraph in a shorter, easier to understand form.
+Although it",
+28,12,25,35.933732986450195,682.5323104858398,"Identify the odd one out.
+Twitter, Instagram, Telegram","
+Answer:
+Telegram is the odd one out as it is a messaging app while Twitter and "
+29,15,11,29.327869415283203,307.6364994049072,"Convert from celsius to fahrenheit.
+Temperature in Celsius: 15","
+Temperature in Fahrenheit: 59.0"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/08_ramp_rate/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap_ramp/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,3363,33.63002,1890.868126,56.225512,97.59,268.937,8.845
+idle_post,3000,29.990052,273.011157,9.103412,14.599,14.747,7.648
+idle_pre,3001,30.010068,1624.932625,54.146127,77.445,77.588,7.211
+inference_decode,1922,19.219466,2716.792259,141.354562,210.075,210.751,8.845
+inference_idle,14500,145.003192,13036.839324,89.907411,135.125,210.751,8.845
+inference_prefill,112,1.11732,83.515622,74.752107,78.523,79.739,8.845
+ramp,6715,67.599347,2342.344501,34.776654,79.077,98.107,7.013
+train,41597,416.352758,234854.497605,564.07268,570.347,572.695,77.387
+validation,432,4.315293,1793.497265,415.778065,570.144,570.144,196.661

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_gpt2_ds_alpaca_fixed_maxtok128_nocap/config.json

@@ -0,0 +1,50 @@
+{
+  "sampling_interval_ms": 10.0,
+  "idle_pre_duration": 30.0,
+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
+  "train_epochs": 3,
+  "train_max_steps": null,
+  "batch_size": 4,
+  "gradient_accumulation_steps": 4,
+  "learning_rate": 0.0002,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "max_seq_length": 512,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.7,
+  "gen_do_sample": true,
+  "prompt_set": "alpaca",
+  "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,
+  "device": "cuda:0",
+  "gpu_index": 0,
+  "skip_training": true,
+  "skip_inference": false,
+  "model": "gpt2",
+  "power_cap": null,
+  "gpu_info": {
+    "gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
+    "tdp_w": 600,
+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
+    "cuda_version": "13.0"
+  },
+  "experiment_timestamp": "2026-02-13T14:50:12.111719"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_gpt2_ds_alpaca_fixed_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
+[
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+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_gpt2_ds_alpaca_fixed_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,96 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,128,214.58721160888672,605.3135395050049,Give three tips for staying healthy.,"
+
+1. Buy healthy food.
+
+Some people are so desperate to get healthy they want to"
+1,8,128,5.532264709472656,386.86227798461914,Design an app for a delivery company.,"
+
+This is a small app that lets you do all sorts of things.
+
+This app is for eve"
+2,11,128,4.894733428955078,398.1354236602783,Describe the life and reign of King Charles II.,"
+
+The story begins with a visit to the Royal Children's Hospital in London in 16"
+3,8,128,7.489681243896484,397.2821235656738,Render a 3D model of a house," from a new angle, showing the same angle in all three dimensions. The house is "
+4,11,2,4.428386688232422,11.75379753112793,Propose an ethical solution to the problem of data privacy,.
+5,53,128,5.54656982421875,391.9224739074707,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact","
+def doxygen(num):     for i in range(1, num):          
+for num in count(num): "
+6,20,128,5.455970764160156,407.58371353149414,Write a short story in third person narration about a protagonist who has to mak,"
+
+Narrate your story directly to the reader. You can add the words of your hero'"
+7,6,128,5.154132843017578,391.31665229797363,How did Julius Caesar die?, Is it possible that the Roman Emperor died during the reign of Augustus? For ex
+8,25,128,5.235433578491211,396.99387550354004,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}","
+Set of numbers: {0, 2, 6, 5, 4}
+Set of values: {0, 1, 10}
+Set of values: {0, 3,"
+9,23,128,5.2738189697265625,390.2015686035156,Arrange the words in the given sentence to form a grammatically correct sentence," out of his nest and started running towards the door.
+""I'll take you out when y"
+10,19,128,4.380702972412109,395.11728286743164,"Explain why the given definition is wrong.
+A mole is an animal that lives underg", Its food is usually a mix of soil and water. The mole has a body mass of around
+11,19,128,5.073308944702148,392.9727077484131,"Convert the given equation into an algebraic expression.
+3x+5y=9","x/10y=13x/14x=20x/25y=35x/40y+60y=80x/90y+110x/120y
+The above equation can be do"
+12,18,128,5.993843078613281,400.38371086120605,Calculate the total surface area of a cube with a side length of 5 cm.,"
+
+To find the minimum depth of the cube, divide the distance between the two edg"
+13,9,128,4.939794540405273,400.5284309387207,Design a logo for a website about recycling.,"
+
+The idea is that after the site has been redesigned, with the site being the f"
+14,9,128,5.007743835449219,392.1947479248047,Explain the concept of cogging torque.,"
+
+Let's say you're in a race. You want to know how many steps you need to make t"
+15,11,128,5.470514297485352,399.7819423675537,Explain the process of cellular respiration in plants.,"
+
+Proliferative Chemistry
+
+The chemists have identified a chemical product of th"
+16,7,9,5.344390869140625,34.53683853149414,Discuss the causes of the Great Depression, and what it means for people today.
+17,15,128,4.845857620239258,394.4530487060547,What is the force on a 1 kg mass due to the gravitational force?,"
+
+The force on a 1 kg mass is the force divided by the mass divided by the mass."
+18,13,128,6.186485290527344,392.0886516571045,Describe a time when you had to make a difficult decision.,"
+
+Your decision to commit suicide by suicide was painful. But now you are experi"
+19,16,128,5.428314208984375,395.0660228729248,"Explain why the following fraction is equivalent to 1/4
+4/16"," = 1.75 = 14.25
+5/16 = 15.25 = 16.25 = 31.25
+6/16 = 19.25 = 24.25 = 38.25
+7/16 ="
+20,15,128,4.713296890258789,399.2118835449219,Generate a list of ten items a person might need for a camping trip,", and then choose which one to use. You can choose the value of the first item i"
+21,8,128,4.785776138305664,390.1824951171875,Describe the structure of an atom.,"
+
+The atom consists of two parts: an atom that has a nucleus and a spin. A spin "
+22,7,128,4.740238189697266,394.42896842956543,What are the three primary colors?,"
+
+Pink, Blue, and Yellow.
+
+What color will be used in the game?
+
+The following t"
+23,21,66,8.002042770385742,207.89098739624023,"Use the given data to calculate the median.
+[2, 3, 7, 8, 10]","
+There are three ways to calculate the median.
+[1, 2, 3, 4, 5, 6, 11]
+[2, 3, 4, "
+24,9,128,5.3234100341796875,392.17686653137207,Who is the world's most famous painter?, What are the most famous paintings? Who is the world's most famous musician? Wh
+25,7,128,5.42759895324707,387.3109817504883,How can we reduce air pollution?,"
+
+The answer to this question is complicated and we don't want to just jump to c"
+26,23,128,4.314661026000977,387.8059387207031,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a"," alone.
+'She's not going to be here before she's gone,' he said.
+He glanced over"
+27,19,128,4.817485809326172,396.6984748840332,"Rewrite the following sentence using active voice.
+The news report was read by t","
+The captain said something to the effect of ""I will be the first one to go to M"
+28,13,128,4.557371139526367,389.47558403015137,Explain the use of word embeddings in Natural Language Processing," (NLP).
+
+The second example illustrates the use of word embeddings in Natural La"
+29,7,128,5.580425262451172,388.4294033050537,Outline the consequences of deforestation.,"
+
+In many places, the amount of water the Amazon consumes is much higher than th"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_gpt2_ds_alpaca_fixed_maxtok128_nocap/samples/phase_power_summary.csv

@@ -0,0 +1,7 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3335,33.483248,309.625786,9.250325,14.635,14.765,7.574
+idle_post,3000,29.989958,1608.086256,53.605432,78.325,91.001,6.969
+idle_pre,3001,30.01006,1612.965583,53.747406,78.435,79.647,7.522
+inference_decode,1114,11.139613,852.811078,76.556568,86.774,91.001,8.911
+inference_idle,14501,145.01153,11922.965078,82.220878,96.495,102.422,43.361
+inference_prefill,49,0.488904,21.451692,43.959224,78.2042,78.405,7.783

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_llama3.1-8b_ds_alpaca_fixed_maxtok128_nocap/config.json

@@ -0,0 +1,50 @@
+{
+  "sampling_interval_ms": 10.0,
+  "idle_pre_duration": 30.0,
+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
+  "train_epochs": 3,
+  "train_max_steps": null,
+  "batch_size": 4,
+  "gradient_accumulation_steps": 4,
+  "learning_rate": 0.0002,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "max_seq_length": 512,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.7,
+  "gen_do_sample": true,
+  "prompt_set": "alpaca",
+  "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,
+  "device": "cuda:0",
+  "gpu_index": 0,
+  "skip_training": true,
+  "skip_inference": false,
+  "model": "llama3.1-8b",
+  "power_cap": null,
+  "gpu_info": {
+    "gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
+    "tdp_w": 600,
+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
+    "cuda_version": "13.0"
+  },
+  "experiment_timestamp": "2026-02-13T15:16:27.375097"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_llama3.1-8b_ds_alpaca_fixed_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
+[
+  {
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+    "timestamp_ms": 1770963095115.1238,
+    "phase": "idle_pre",
+    "sub_phase": ""
+  },
+  {
+    "timestamp": "2026-02-13T15:12:05.115548",
+    "timestamp_ms": 1770963125115.5862,
+    "phase": "train",
+    "sub_phase": "skipped"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:05.115682",
+    "timestamp_ms": 1770963125115.6904,
+    "phase": "idle_mid",
+    "sub_phase": ""
+  },
+  {
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+    "timestamp_ms": 1770963155115.991,
+    "phase": "inference",
+    "sub_phase": "start"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:38.476499",
+    "timestamp_ms": 1770963158476.5122,
+    "phase": "inference",
+    "sub_phase": "session_start_pattern_fixed"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:38.476628",
+    "timestamp_ms": 1770963158476.6309,
+    "phase": "inference",
+    "sub_phase": "req_0_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:38.816631",
+    "timestamp_ms": 1770963158816.6428,
+    "phase": "inference",
+    "sub_phase": "req_0_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:40.792783",
+    "timestamp_ms": 1770963160792.813,
+    "phase": "inference",
+    "sub_phase": "req_0_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:45.793181",
+    "timestamp_ms": 1770963165793.217,
+    "phase": "inference",
+    "sub_phase": "req_1_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:45.810557",
+    "timestamp_ms": 1770963165810.568,
+    "phase": "inference",
+    "sub_phase": "req_1_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:12:47.568807",
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+  {
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+  },
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+  },
+  {
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+  },
+  {
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  {
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+  },
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+  },
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+  {
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+    "phase": "inference",
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+  },
+  {
+    "timestamp": "2026-02-13T15:15:55.600418",
+    "timestamp_ms": 1770963355600.4287,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:15:57.363801",
+    "timestamp_ms": 1770963357363.8093,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-13T15:15:57.363902",
+    "timestamp_ms": 1770963357363.9043,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_llama3.1-8b_ds_alpaca_fixed_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,71 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,8,128,320.8603858947754,1936.0580444335938,Generate a list of random words.," Here is one list of 10 random words: 
+
+1. Space
+2. Helicopter
+3. Pineapple
+4. G"
+1,8,128,15.880346298217773,1757.9174041748047,Describe the structure of an atom.," 
+An atom is a tiny particle that makes up everything around us, including the c"
+2,8,128,16.511917114257812,1758.1751346588135,Describe the function of a computer motherboard,"
+A computer motherboard is the primary circuit board of a computer, connecting a"
+3,18,128,17.695188522338867,1761.1734867095947,"Explain why the following fraction is equivalent to 1/4
+4/16"," is equivalent to 1/4
+To see why, let’s try to reduce the fraction 4/16 to its l"
+4,12,128,16.199588775634766,1758.7261199951172,Explain the process of cellular respiration in plants., Cellular respiration is the process by which cells break down glucose to produc
+5,29,128,16.67642593383789,1760.8389854431152,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}"," 
+First, we sort the set in ascending order: {3, 6, 10, 16, 25}
+Then, we find th"
+6,9,128,17.26984977722168,1759.8199844360352,Generate a poem with 10 lines.," The poem should be about the beauty of the stars in the night sky.
+
+The stars s"
+7,7,128,16.423940658569336,1759.322166442871,What does DNA stand for?," What does it represent?
+A. DNA stands for Deoxyribonucleic Acid. It represents "
+8,12,128,17.035722732543945,1760.2012157440186,What is the product of 6 and 2?," 
+Step 1:  To find the product of 6 and 2, we need to multiply these two numbers"
+9,7,128,15.502452850341797,1760.1375579833984,How did Julius Caesar die?, Julius Caesar was a Roman general and statesman who played a critical role in t
+10,30,128,17.156600952148438,1761.343002319336,"Analyze the given text for its tone.
+The world has been greatly impacted by the "," We have had to adapt to a new normal, which includes social distancing, wearing"
+11,22,128,17.437219619750977,1758.486032485962,"Arrange the given numbers in ascending order.
+2, 4, 0, 8, 3",", 1, 6, 7, 5, 9
+The correct answer is: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9
+The correct "
+12,8,128,15.615463256835938,1755.5911540985107,Give three tips for staying healthy., I want to know what foods you recommend and what exercise routines you recommen
+13,13,128,16.29328727722168,1755.5346488952637,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," Essay Example
+Compare and contrast the Cuban Missile Crisis and the Vietnam War"
+14,15,128,15.985488891601562,1757.5948238372803,Generate a list of ten items a person might need for a camping trip,. This list should include items that are essential for a safe and comfortable c
+15,8,128,16.08872413635254,1755.9077739715576,What are the three primary colors?, Primary colors are the basic colors that cannot be created by mixing other colo
+16,23,128,16.10112190246582,1757.4870586395264,Variable x is defined as “4x + 2y = 10”. Find the value of x.," 
+Step 1: Identify the variables and the equation. 
+The variable x is defined as"
+17,8,128,16.155004501342773,1757.869005203247,Give two examples of a liquid.," Explain why they are liquids.
+## Step 1: Identify the first example of a liquid"
+18,72,128,38.91324996948242,1765.0864124298096,"Summarize the given passage.
+A recent study showed that global climate change is", The study highlighted the need for immediate action to reduce greenhouse gas em
+19,10,128,15.765905380249023,1757.2834491729736,Who is the world's most famous painter?," This is a subjective question, as opinions on art are often personal and varied"
+20,11,128,16.478300094604492,1757.4574947357178,Describe the life and reign of King Charles II.," Charles II, also known as the Merry Monarch, was the king of England, Scotland,"
+21,14,128,15.909910202026367,1759.0091228485107,"Transcribe the recording into text.
+Recording about the history of Waterloo"," Region in Ontario, Canada.
+Transcription:
+Here's a brief history of Waterloo Re"
+22,9,128,15.495061874389648,1759.9248886108398,Provide one example for a cultural practice., Provide one example for a cultural product. Provide one example for a cultural 
+23,19,128,16.555309295654297,1761.4634037017822,"Rewrite the following sentence using active voice.
+The news report was read by t"," (passive voice)
+The captain read the news report. (active voice)
+In the passive"
+24,8,128,16.040563583374023,1759.0117454528809,What is the capital of France?," Paris is the capital of France.
+What is the largest city in the United States? "
+25,13,128,15.721321105957031,1757.5478553771973,"Identify the odd one out.
+Twitter, Instagram, Telegram",", Snapchat, Facebook
+The odd one out is Telegram.
+Why? Because the other four ar"
+26,9,128,16.607999801635742,1760.4961395263672,Design an app for a delivery company.," Create a tracking system and provide information about the delivery status.
+Des"
+27,10,128,15.795230865478516,1759.629726409912,Brainstorm possible solutions to reduce water pollution.," How can we reduce the amount of pollution in our water sources?
+Here are some p"
+28,25,128,16.43657684326172,1761.1958980560303,"Use the given data to calculate the median.
+[2, 3, 7, 8, 10]", (a) Find the median of the data set. (b) Find the median of the data set if 1 i
+29,20,128,17.00758934020996,1763.085126876831,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", granite, dog, pine tree, gold, iron ore, cat, rose bush, diamond, rabbit
+Anima"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_llama3.1-8b_ds_alpaca_fixed_maxtok128_nocap/samples/phase_power_summary.csv

@@ -0,0 +1,7 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3324,33.357168,303.837636,9.110901,14.496,14.834,7.521
+idle_post,3000,29.989999,1955.323326,65.179907,126.326,421.607,7.464
+idle_pre,3001,30.010115,1610.136846,53.653079,78.186,80.069,7.742
+inference_decode,5302,53.018674,12435.561062,234.545182,422.176,423.328,8.458
+inference_idle,14500,145.000785,21469.096394,148.062656,421.073,423.328,77.506
+inference_prefill,87,0.870546,44.165622,50.71892,78.131,79.661,7.979

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_mistral-7b_ds_alpaca_fixed_maxtok128_nocap/config.json

@@ -0,0 +1,50 @@
+{
+  "sampling_interval_ms": 10.0,
+  "idle_pre_duration": 30.0,
+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
+  "train_epochs": 3,
+  "train_max_steps": null,
+  "batch_size": 4,
+  "gradient_accumulation_steps": 4,
+  "learning_rate": 0.0002,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "max_seq_length": 512,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.7,
+  "gen_do_sample": true,
+  "prompt_set": "alpaca",
+  "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,
+  "device": "cuda:0",
+  "gpu_index": 0,
+  "skip_training": true,
+  "skip_inference": false,
+  "model": "mistral-7b",
+  "power_cap": null,
+  "gpu_info": {
+    "gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
+    "tdp_w": 600,
+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
+    "cuda_version": "13.0"
+  },
+  "experiment_timestamp": "2026-02-13T15:07:05.752612"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_mistral-7b_ds_alpaca_fixed_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
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+    "timestamp_ms": 1770962756098.3855,
+    "phase": "inference",
+    "sub_phase": "req_23_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:05:57.766889",
+    "timestamp_ms": 1770962757766.897,
+    "phase": "inference",
+    "sub_phase": "req_23_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:02.767109",
+    "timestamp_ms": 1770962762767.1458,
+    "phase": "inference",
+    "sub_phase": "req_24_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:02.784020",
+    "timestamp_ms": 1770962762784.0308,
+    "phase": "inference",
+    "sub_phase": "req_24_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:04.451218",
+    "timestamp_ms": 1770962764451.2258,
+    "phase": "inference",
+    "sub_phase": "req_24_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:09.451479",
+    "timestamp_ms": 1770962769451.5156,
+    "phase": "inference",
+    "sub_phase": "req_25_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:09.468864",
+    "timestamp_ms": 1770962769468.8743,
+    "phase": "inference",
+    "sub_phase": "req_25_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:10.435038",
+    "timestamp_ms": 1770962770435.045,
+    "phase": "inference",
+    "sub_phase": "req_25_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:15.435300",
+    "timestamp_ms": 1770962775435.3352,
+    "phase": "inference",
+    "sub_phase": "req_26_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:15.452479",
+    "timestamp_ms": 1770962775452.4895,
+    "phase": "inference",
+    "sub_phase": "req_26_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:16.784189",
+    "timestamp_ms": 1770962776784.1973,
+    "phase": "inference",
+    "sub_phase": "req_26_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:21.784475",
+    "timestamp_ms": 1770962781784.5151,
+    "phase": "inference",
+    "sub_phase": "req_27_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:21.802665",
+    "timestamp_ms": 1770962781802.6807,
+    "phase": "inference",
+    "sub_phase": "req_27_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:22.314857",
+    "timestamp_ms": 1770962782314.8652,
+    "phase": "inference",
+    "sub_phase": "req_27_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:27.315154",
+    "timestamp_ms": 1770962787315.1946,
+    "phase": "inference",
+    "sub_phase": "req_28_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:27.372821",
+    "timestamp_ms": 1770962787372.8333,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:29.045190",
+    "timestamp_ms": 1770962789045.1992,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:34.045431",
+    "timestamp_ms": 1770962794045.466,
+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:34.063477",
+    "timestamp_ms": 1770962794063.4878,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:35.735967",
+    "timestamp_ms": 1770962795735.9753,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-13T15:06:35.736066",
+    "timestamp_ms": 1770962795736.0676,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_mistral-7b_ds_alpaca_fixed_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,100 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,35,128,279.5259952545166,1855.9198379516602,"Analyze the given text for its tone.
+The world has been greatly impacted by the ","As we continue to adapt to this “new normal,” it is important to remember the le"
+1,25,128,17.602205276489258,1672.5170612335205,Variable x is defined as “4x + 2y = 10”. Find the value of x.,"
+
+First, we need to solve for x. To do this, we can subtract 2y from both sides "
+2,14,128,15.091180801391602,1668.0312156677246,Explain the use of word embeddings in Natural Language Processing,"(NLP)
+
+Word embeddings in Natural Language Processing (NLP) are a type of word r"
+3,11,128,15.8843994140625,1665.9305095672607,Who is the world's most famous painter?,Leonardo da Vinci is considered the world's most famous painter. He is best know
+4,13,128,16.185760498046875,1665.8780574798584,Describe a time when you had to make a difficult decision.,"
+
+In the spring of 2019, I found myself in a challenging position, one that requ"
+5,15,128,16.316652297973633,1668.6017513275146,"Generate three verbs that mean the same as ""to apologize""","
+
+1. To express regret: This verb means to openly communicate that you feel sorr"
+6,10,128,15.38538932800293,1668.036699295044,Discuss the causes of the Great Depression,".
+
+The Great Depression was a severe economic downturn that occurred in the 1930"
+7,13,128,15.118598937988281,1667.0458316802979,Explain the process of cellular respiration in plants.,"
+
+Cellular respiration is a process by which cells convert biochemical energy fr"
+8,12,128,15.792608261108398,1671.0522174835205,Explain the concept of cogging torque.,"
+
+Cogging torque, also known as magneto-motive force (MMF) torque or detent torq"
+9,10,128,14.977216720581055,1668.687105178833,Render a 3D model of a house,"and its surroundings, including vegetation, furniture, and people.
+
+To create a "
+10,16,128,15.583038330078125,1668.994426727295,"Identify the odd one out.
+Twitter, Instagram, Telegram",", and Blogger. That’s a tough one. Let’s break it down: Twitter and Instagram ar"
+11,8,128,15.421390533447266,1668.8275337219238,Generate a list of random words.,"
+
+A new list of random words can be generated by using the `random_word_list` fu"
+12,19,128,16.290903091430664,1669.273853302002,"Transcribe the recording into text.
+Recording about the history of Waterloo",", Ontario
+
+[Narrator]
+In the heart of Southwestern Ontario lies the city of Wate"
+13,12,128,16.2355899810791,1669.4316864013672,Explain the concept of artificial intelligence in simple terms.,"
+
+Artificial Intelligence, often abbreviated as AI, is a field of computer scien"
+14,18,128,16.89457893371582,1668.5261726379395,What is the force on a 1 kg mass due to the gravitational force?,"
+
+The gravitational force on an object is given by the formula F = G * (m1 * m2)"
+15,11,128,16.601085662841797,1667.9136753082275,Brainstorm possible solutions to reduce water pollution.,"
+
+1. Implementing stricter regulations on industrial and agricultural waste disp"
+16,21,128,17.008543014526367,1670.764446258545,"Rewrite the following sentence using active voice.
+The news report was read by t","
+
+The captain read the news report.
+
+Rewrite the following sentence using passiv"
+17,33,128,16.85643196105957,1671.424388885498,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}","
+
+The maximum value is 25.
+
+Given a set of integers, return the maximum value.
+
+"
+18,8,128,18.440961837768555,1669.9459552764893,How can we reduce air pollution?,"There are many ways to reduce air pollution, and it is important to take action "
+19,22,128,16.04914665222168,1670.8288192749023,"Convert from celsius to fahrenheit.
+Temperature in Celsius: 15","°C
+Temperature in Fahrenheit: 59°F
+
+Convert from celsius to kelvin.
+Temperature "
+20,11,128,16.39103889465332,1667.2108173370361,Design a logo for a website about recycling.,"The website focuses on the importance of recycling, the benefits of recycling, a"
+21,18,128,16.678571701049805,1669.2430973052979,"Write a short paragraph about the given topic.
+The importance of using renewable","cannot be overstated. Renewable energy sources, such as wind, solar, and hydro p"
+22,9,128,15.42973518371582,1669.2485809326172,Generate a poem that expresses joy.,"
+
+In the heart of the morning, where the sun does play,
+A symphony of colors, in"
+23,10,128,16.62421226501465,1668.191909790039,Outline the consequences of deforestation.,"
+
+Deforestation has a significant impact on various aspects of the environment a"
+24,9,128,15.437841415405273,1666.858196258545,Describe the function of a computer motherboard,".
+
+A computer motherboard, often referred to as the mainboard, is the central ci"
+25,16,74,15.859127044677734,965.8749103546143,"Find the area of a circle given its radius.
+Radius = 4","cm
+Area of a Circle = π × r^{2}
+Area of the circle = π × (4)^{2}
+= 16π square cm"
+26,25,102,15.606403350830078,1331.3851356506348,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a",".
+The sentence has a spelling mistake in the word ""finnished"" and should be ""fin"
+27,12,39,16.58177375793457,511.86060905456543,What is the product of 6 and 2?,"
+
+The product of 6 and 2 is 12. To find the product, you can multiply the number"
+28,12,128,15.995264053344727,1672.0077991485596,Develop a plan to reduce electricity usage in a home.,"
+
+Title: Home Energy Efficiency Plan
+
+1. Energy Audit:
+   - Hire a professional "
+29,50,128,16.27182960510254,1672.1444129943848,"Extract the facts from the paragraph.
+Online education continues to become more ","In addition, online education allows for a greater access to a diversity of educ"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_mistral-7b_ds_alpaca_fixed_maxtok128_nocap/samples/phase_power_summary.csv

@@ -0,0 +1,7 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3309,33.089904,301.422803,9.1092,14.691,14.742,7.661
+idle_post,3000,29.990008,1948.79249,64.962303,141.69,417.962,7.477
+idle_pre,3000,30.00016,1586.395752,52.879611,78.576,80.624,7.932
+inference_decode,4805,48.049664,10514.571696,218.827262,418.51,419.141,14.772
+inference_idle,14501,145.011508,21375.647398,147.406668,417.747,419.141,77.349
+inference_prefill,89,0.888826,50.032122,56.318944,78.317,78.467,10.193

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/config.json

@@ -0,0 +1,50 @@
+{
+  "sampling_interval_ms": 10.0,
+  "idle_pre_duration": 30.0,
+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
+  "train_epochs": 3,
+  "train_max_steps": null,
+  "batch_size": 4,
+  "gradient_accumulation_steps": 4,
+  "learning_rate": 0.0002,
+  "lora_r": 16,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "max_seq_length": 512,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.7,
+  "gen_do_sample": true,
+  "prompt_set": "alpaca",
+  "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,
+  "device": "cuda:0",
+  "gpu_index": 0,
+  "skip_training": true,
+  "skip_inference": false,
+  "model": "qwen3-4b",
+  "power_cap": null,
+  "gpu_info": {
+    "gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
+    "tdp_w": 600,
+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
+    "cuda_version": "13.0"
+  },
+  "experiment_timestamp": "2026-02-13T15:00:07.417347"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
+[
+  {
+    "timestamp": "2026-02-13T14:55:15.032368",
+    "timestamp_ms": 1770962115032.3792,
+    "phase": "idle_pre",
+    "sub_phase": ""
+  },
+  {
+    "timestamp": "2026-02-13T14:55:45.032807",
+    "timestamp_ms": 1770962145032.8765,
+    "phase": "train",
+    "sub_phase": "skipped"
+  },
+  {
+    "timestamp": "2026-02-13T14:55:45.032990",
+    "timestamp_ms": 1770962145032.9985,
+    "phase": "idle_mid",
+    "sub_phase": ""
+  },
+  {
+    "timestamp": "2026-02-13T14:56:15.033249",
+    "timestamp_ms": 1770962175033.2903,
+    "phase": "inference",
+    "sub_phase": "start"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:18.240965",
+    "timestamp_ms": 1770962178240.9778,
+    "phase": "inference",
+    "sub_phase": "session_start_pattern_fixed"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:18.241176",
+    "timestamp_ms": 1770962178241.1797,
+    "phase": "inference",
+    "sub_phase": "req_0_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:18.567272",
+    "timestamp_ms": 1770962178567.283,
+    "phase": "inference",
+    "sub_phase": "req_0_decode"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:20.532641",
+    "timestamp_ms": 1770962180532.651,
+    "phase": "inference",
+    "sub_phase": "req_0_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:25.532937",
+    "timestamp_ms": 1770962185532.9724,
+    "phase": "inference",
+    "sub_phase": "req_1_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:25.553415",
+    "timestamp_ms": 1770962185553.4253,
+    "phase": "inference",
+    "sub_phase": "req_1_decode"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:27.318684",
+    "timestamp_ms": 1770962187318.6926,
+    "phase": "inference",
+    "sub_phase": "req_1_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:32.318954",
+    "timestamp_ms": 1770962192318.9885,
+    "phase": "inference",
+    "sub_phase": "req_2_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:32.339031",
+    "timestamp_ms": 1770962192339.0403,
+    "phase": "inference",
+    "sub_phase": "req_2_decode"
+  },
+  {
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+    "timestamp_ms": 1770962194119.1187,
+    "phase": "inference",
+    "sub_phase": "req_2_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770962199119.3801,
+    "phase": "inference",
+    "sub_phase": "req_3_prefill"
+  },
+  {
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+    "timestamp_ms": 1770962199138.6548,
+    "phase": "inference",
+    "sub_phase": "req_3_decode"
+  },
+  {
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+    "timestamp_ms": 1770962200906.23,
+    "phase": "inference",
+    "sub_phase": "req_3_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770962205906.507,
+    "phase": "inference",
+    "sub_phase": "req_4_prefill"
+  },
+  {
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+    "timestamp_ms": 1770962205926.4202,
+    "phase": "inference",
+    "sub_phase": "req_4_decode"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:47.725945",
+    "timestamp_ms": 1770962207725.9531,
+    "phase": "inference",
+    "sub_phase": "req_4_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:52.726197",
+    "timestamp_ms": 1770962212726.231,
+    "phase": "inference",
+    "sub_phase": "req_5_prefill"
+  },
+  {
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+    "timestamp_ms": 1770962212746.1318,
+    "phase": "inference",
+    "sub_phase": "req_5_decode"
+  },
+  {
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+    "timestamp_ms": 1770962214540.1829,
+    "phase": "inference",
+    "sub_phase": "req_5_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T14:56:59.540418",
+    "timestamp_ms": 1770962219540.4502,
+    "phase": "inference",
+    "sub_phase": "req_6_prefill"
+  },
+  {
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+    "timestamp_ms": 1770962219559.351,
+    "phase": "inference",
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+  },
+  {
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+    "timestamp_ms": 1770962221373.2905,
+    "phase": "inference",
+    "sub_phase": "req_6_idle_between"
+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
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+  },
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_8_idle_between"
+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_9_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770962246768.232,
+    "phase": "inference",
+    "sub_phase": "req_10_prefill"
+  },
+  {
+    "timestamp": "2026-02-13T14:57:26.787421",
+    "timestamp_ms": 1770962246787.432,
+    "phase": "inference",
+    "sub_phase": "req_10_decode"
+  },
+  {
+    "timestamp": "2026-02-13T14:57:28.571056",
+    "timestamp_ms": 1770962248571.064,
+    "phase": "inference",
+    "sub_phase": "req_10_idle_between"
+  },
+  {
+    "timestamp": "2026-02-13T14:57:33.571302",
+    "timestamp_ms": 1770962253571.337,
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+  {
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+  },
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+    "phase": "inference",
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+  },
+  {
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+  {
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+  {
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+    "phase": "inference",
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,91 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,13,128,302.9158115386963,1964.7059440612793,"Transcribe the recording into text.
+Recording about the history of Waterloo",", Belgium
+
+Transcription:
+
+The town of Waterloo, Belgium, has a rich and fascina"
+1,7,128,18.947839736938477,1764.9621963500977,Discuss the causes of the Great Depression," and the impact of the New Deal on the economy.
+
+The Great Depression was a seve"
+2,18,128,18.546104431152344,1779.7765731811523,"Explain why the following fraction is equivalent to 1/4
+4/16","
+
+To determine why the fraction \( \frac{4}{16} \) is equivalent to \( \frac{1}{"
+3,6,128,17.976760864257812,1767.2712802886963,What does DNA stand for?," What is the role of DNA in cells?
+
+If the question has a part that is not answe"
+4,21,128,18.36252212524414,1799.23677444458,"Arrange the given numbers in ascending order.
+2, 4, 0, 8, 3",", 1, 5, 7, 9
+
+To arrange the numbers in ascending order, we start by listing the"
+5,8,128,18.47553253173828,1793.74361038208,Provide one example for a cultural practice.," One example of a cultural practice is the celebration of Diwali, a festival of "
+6,11,128,17.535924911499023,1783.761739730835,Explain the use of word embeddings in Natural Language Processing," (NLP).
+
+Word embeddings are a type of representation used in Natural Language P"
+7,23,128,18.88585090637207,1765.2132511138916,Variable x is defined as “4x + 2y = 10”. Find the value of x.," To solve for \( x \) in the equation:
+
+\[
+4x + 2y = 10
+\]
+
+we need to isolate \"
+8,12,128,17.56596565246582,1784.3947410583496,Describe a time when you had to make a difficult decision.," What was the decision, and what factors influenced your choice? How did you han"
+9,11,128,18.099308013916016,1784.0917110443115,Develop a plan to reduce electricity usage in a home.," Include specific actions, estimated savings, and a timeline for implementation."
+10,16,128,17.67897605895996,1783.3211421966553,What is the force on a 1 kg mass due to the gravitational force?," Also, what is the gravitational force between two 1 kg masses separated by 1 me"
+11,7,128,17.150163650512695,1783.8139533996582,What is the capital of France?," The capital of France is Paris. 🇫🇷✨
+
+How about the capital of Japan? The capita"
+12,11,128,17.374515533447266,1783.5524082183838,Explain the concept of artificial intelligence in simple terms., Artificial intelligence (AI) is like teaching a computer to think and make deci
+13,9,128,17.926931381225586,1784.7566604614258,Explain the concept of cogging torque., Cogging torque is a phenomenon observed in permanent magnet synchronous motors 
+14,6,128,19.171714782714844,1769.4740295410156,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+15,12,128,17.64655113220215,1769.5910930633545,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," How were they similar and different?
+
+The Cuban Missile Crisis (1962) and the V"
+16,9,128,20.63918113708496,1788.1560325622559,Design a logo for a website about recycling.," The logo should be simple, modern, and use green as the primary color. Include "
+17,7,128,17.199039459228516,1765.1429176330566,Describe the function of a computer motherboard,".
+Answer:
+The **motherboard** is the central component of a computer, acting as "
+18,17,128,17.448902130126953,1776.2086391448975,"Convert the given equation into an algebraic expression.
+3x+5y=9","
+
+To convert the equation \(3x + 5y = 9\) into an algebraic expression, we can s"
+19,12,128,17.52305030822754,1778.0795097351074,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each verb.
+
+Certainly! Here are three verbs that mean"
+20,39,128,18.059968948364258,1772.0024585723877,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact","
+
+The provided code has a logical error. It only loops from 1 to num-1, which me"
+21,7,128,17.377138137817383,1775.6307125091553,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+22,8,128,18.141508102416992,1775.9082317352295,Look up the boiling point of water., The boiling point of water is 100°C at standard atmospheric pressure (1 atm). H
+23,66,128,41.011810302734375,1783.5252285003662,"Rewrite the given paragraph in a shorter, easier to understand form.
+Although it"," This lack of understanding can create confusion and even fear, especially among"
+24,15,128,22.02606201171875,1799.1230487823486,"Convert from celsius to fahrenheit.
+Temperature in Celsius: 15","
+
+To convert from Celsius to Fahrenheit, use the formula:
+
+$$
+F = \frac{9}{5}C +"
+25,11,128,17.495393753051758,1810.8704090118408,What is the product of 6 and 2?, What is the product of 6 and 3? What is the product of 6 and 4? What is the pro
+26,10,128,17.174482345581055,1792.6347255706787,Describe the life and reign of King Charles II., King Charles II of England (1630–1685) was the son of King Charles I and a key 
+27,31,94,20.856380462646484,1304.6925067901611,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}"," To find the **maximum value** in the set:
+
+$$
+\{10, 3, 25, 6, 16\}
+$$
+
+We compa"
+28,11,128,17.78721809387207,1790.280818939209,Propose an ethical solution to the problem of data privacy," in the context of social media.
+
+An ethical solution to the problem of data pri"
+29,7,128,17.80104637145996,1768.0444717407227,Generate a list of random words.," Here are 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Sputter  
+5"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/12_model_scaling_tokenpowerbench/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/samples/phase_power_summary.csv

@@ -0,0 +1,8 @@
+phase,num_samples,duration_s,energy_j,power_avg_w,power_p95_w,power_peak_w,power_min_w
+idle_mid,3307,33.196828,297.92451,8.978725,14.363,14.78,7.399
+idle_post,3000,29.990084,1812.735358,60.427189,95.098,296.006,7.687
+idle_pre,3001,30.010071,1627.266507,54.223937,78.529,81.326,7.884
+inference,1,0.009473,0.071779,7.577,7.577,7.577,7.577
+inference_decode,5318,53.179544,9338.629083,175.60539,295.52,297.916,8.664
+inference_idle,14500,145.002009,18146.562914,125.147308,293.683,297.916,77.312
+inference_prefill,98,0.984124,54.076077,55.259051,78.351,78.551,7.577

outputs/gpu_power_experiment/00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed/config.json

@@ -0,0 +1,52 @@
+{
+  "sampling_interval_ms": 10.0,
+  "idle_pre_duration": 30.0,
+  "idle_mid_duration": 30.0,
+  "idle_post_duration": 30.0,
+  "train_epochs": 1,
+  "batch_size": 8,
+  "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,
+  "diffusion_train_steps_per_epoch": 20,
+  "diffusion_train_batch_size": 1,
+  "diffusion_train_lr": 0.0001,
+  "diffusion_steps": 30,
+  "inference_total_requests": 2,
+  "inference_interval_sec": 1.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 5,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "inference_duration_sec": null,
+  "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/00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed/checkpoints",
+  "mode": "fixed",
+  "model": "resnet18",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed/phase_transitions.json

@@ -0,0 +1,68 @@
+[
+  {
+    "timestamp": "2026-02-16T18:56:45.412273",
+    "timestamp_ms": 1771235805412.2876,
+    "phase": "idle_pre",
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outputs/gpu_power_experiment/00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_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,3002,30.01997,1668.31371,55.573466,83.288,120.11,8.714
+idle_post,3000,29.990033,1615.465009,53.851455,79.085,79.274,8.046
+idle_pre,3003,30.032431,1567.415428,52.194022,78.951,79.129,8.347
+inference,1,0.010001,0.087148,8.714,8.714,8.714,8.714
+inference_idle,101,1.009999,23.948861,23.712574,54.05,54.05,8.714
+train,5,0.105681,0.981353,9.286,9.286,9.286,9.286
+train_compute,3144,31.459993,3955.762987,125.732348,137.155,137.227,9.286
+validation,256,2.566004,317.246129,123.603051,137.049,137.049,118.571

outputs/gpu_power_experiment/00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_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/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/config.json

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+{
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+  "idle_post_duration": 30.0,
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+  "num_workers": 8,
+  "use_amp": true,
+  "train_time_limit_sec": null,
+  "target_val_acc_pct": null,
+  "checkpoint_every_steps": null,
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+  "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_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/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/checkpoints",
+  "mode": "fixed",
+  "model": "resnet18",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/phase_transitions.json

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outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/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,3003,30.030001,1654.147925,55.083184,81.35,96.842,8.492
+idle_post,3000,29.989995,634.404611,21.149849,78.3008,78.411,8.367
+idle_pre,3003,30.046761,1558.871432,51.905751,78.429,78.493,8.26
+inference,1,0.009996,0.094504,9.454,9.454,9.454,9.454
+inference_idle,30428,304.400146,23878.544557,78.444389,79.298,79.672,9.454
+train,5,0.088017,0.727021,8.26,8.26,8.26,8.26
+train_compute,885,8.881722,905.557388,102.038047,151.714,151.714,8.26
+validation,42,0.488518,38.832531,79.499714,79.526,79.526,79.434

outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/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/05_pattern_fixed_var_burst/fixed_resnet18_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,
+  "train_time_limit_sec": null,
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+  "checkpoint_every_steps": null,
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+  "diffusion_train_batch_size": 1,
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+  "clock_lock_mem": null,
+  "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/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/checkpoints",
+  "mode": "fixed",
+  "model": "resnet18",
+  "dataset": "cifar10",
+  "power_cap": null
+}

outputs/gpu_power_experiment/05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/phase_transitions.json

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