Upload batch 3/20 (100 files)

outputs/llm_power_experiment/00_dataset_preflight_alpaca/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok8_nocap/config.json

@@ -0,0 +1,61 @@
+{
+  "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": 1,
+  "inference_interval_sec": 1.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
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+  "inference_burst_count": 3,
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+  "inference_burst_pause": 15.0,
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+  "concurrent_batch_window_ms": 50.0,
+  "concurrent_base_rate_rps": 0.2,
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+  "gen_max_new_tokens": 8,
+  "gen_temperature": 0.0,
+  "gen_do_sample": false,
+  "prompt_shuffle": false,
+  "seed": 42,
+  "inference_duration_sec": null,
+  "prompt_set": "alpaca",
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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",
+  "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": "2026-02-16T13:31:05.444151"
+}

outputs/llm_power_experiment/00_dataset_preflight_alpaca/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok8_nocap/phase_transitions.json

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+[
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+]

outputs/llm_power_experiment/00_dataset_preflight_alpaca/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok8_nocap/samples/inference_results.csv

@@ -0,0 +1,4 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,8,205.0161361694336,32.6995849609375,Give three tips for staying healthy.,"
+
+1. Don't eat too"

outputs/llm_power_experiment/00_dataset_preflight_alpaca/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok8_nocap/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,3252,32.519979,318.662017,9.798952,14.614,14.791,7.943
+idle_post,3000,29.989963,1580.137367,52.674196,78.414,78.677,8.047
+idle_pre,3000,30.000115,1603.328479,53.444011,78.747,79.267,7.716
+inference,2,0.019975,0.288022,14.419,14.419,14.419,14.419
+inference_decode,3,0.030035,0.433074,14.419,14.419,14.419,14.419
+inference_prefill,21,0.21,3.027984,14.419,14.419,14.419,14.419

outputs/llm_power_experiment/00_smoke_test/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok16_nocap/config.json

@@ -0,0 +1,61 @@
+{
+  "sampling_interval_ms": 10.0,
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+  "seed": 42,
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+  "prompt_set": "alpaca",
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+  "device": "cuda:0",
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+  "model": "gpt2",
+  "power_cap": null,
+  "gpu_info": {
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+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
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+  },
+  "experiment_timestamp": "2026-02-16T13:29:24.774072"
+}

outputs/llm_power_experiment/00_smoke_test/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok16_nocap/phase_transitions.json

@@ -0,0 +1,56 @@
+[
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+]

outputs/llm_power_experiment/00_smoke_test/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok16_nocap/samples/inference_results.csv

@@ -0,0 +1,6 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,16,194.95677947998047,53.414344787597656,Give three tips for staying healthy.,"
+
+1. Don't eat too much.
+
+The best way to"

outputs/llm_power_experiment/00_smoke_test/llm_gpt2_gpu0_ds_alpaca_fixed_maxtok16_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,3254,32.542551,315.063969,9.681512,14.734,15.206,8.15
+idle_post,3000,29.990151,1579.788627,52.662576,78.8374,81.762,8.813
+idle_pre,3001,30.01007,1567.207726,52.222543,78.586,79.077,7.36
+inference,2,0.020489,0.301808,14.73,14.73,14.73,14.73
+inference_decode,6,0.059996,1.231422,20.525,20.525,20.525,20.525
+inference_prefill,19,0.189995,3.088379,16.255,20.525,20.525,14.73

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_burst_maxtok128_nocap/config.json

@@ -0,0 +1,62 @@
+{
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+  "use_4bit": false,
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+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
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+  "gen_max_new_tokens": 128,
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+  "gen_do_sample": false,
+  "prompt_shuffle": false,
+  "seed": 42,
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+  "prompt_set": "alpaca",
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+  "device": "cuda:0",
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+  "skip_inference": false,
+  "model": "qwen3-4b",
+  "power_cap": null,
+  "gpu_info": {
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+  "experiment_timestamp": "2026-02-17T23:16:40.732795"
+}

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_burst_maxtok128_nocap/phase_transitions.json

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+    "timestamp_ms": 1771337697280.2002,
+    "phase": "inference",
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+  {
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+  {
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+  {
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+  {
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+    "timestamp_ms": 1771337699979.647,
+    "phase": "inference",
+    "sub_phase": "req_19_decode"
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+  {
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+  {
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+    "timestamp_ms": 1771337719356.2068,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771337719377.243,
+    "phase": "inference",
+    "sub_phase": "req_21_decode"
+  },
+  {
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+    "timestamp_ms": 1771337722063.9922,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771337722082.669,
+    "phase": "inference",
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_burst_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,89 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,101,304.4471740722656,1376.277208328247,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,7,128,17.934322357177734,1706.221342086792,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,7,128,19.253253936767578,1698.3544826507568,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,7,128,18.518686294555664,1702.9194831848145,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,12,128,18.47362518310547,1695.5287456512451,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"
+5,12,128,17.158985137939453,1691.3151741027832,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,18,128,22.34959602355957,1692.917823791504,"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}{"
+7,20,128,19.238710403442383,1683.3579540252686,Write a short story in third person narration about a protagonist who has to mak, The story should include a detailed description of the protagonist's surroundin
+8,9,128,17.87424087524414,1675.5354404449463,Render a 3D model of a house," with a red roof and a blue door.
+
+We are going to create a simple 3D model of a"
+9,21,128,19.14501190185547,1684.3359470367432,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a",".
+
+The sentence contains several spelling and grammar errors. Here is the correc"
+10,6,128,17.27890968322754,1667.3064231872559,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,7,128,19.186019897460938,1686.8388652801514,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,14,128,19.20485496520996,1697.101354598999,Generate a list of ten items a person might need for a camping trip,".
+
+1. Tent  
+2. Sleeping bag  
+3. Sleeping pad or air mattress  
+4. Headlamp or "
+13,7,128,18.677234649658203,1656.898021697998,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,19,128,19.14811134338379,1683.1269264221191,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", gold, rose, iron ore, human, coral, salt, fern
+
+Here is the classification of "
+15,11,128,17.02427864074707,1667.3521995544434,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,7,128,16.60752296447754,1673.3131408691406,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,39,128,18.983840942382812,1697.3886489868164,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact","
+
+# This function is broken. Fix it.
+
+# The function is broken because it only i"
+18,11,128,18.02372932434082,1660.2230072021484,Propose an ethical solution to the problem of data privacy," in the digital age.
+
+An ethical solution to the problem of data privacy in the "
+19,12,128,17.47608184814453,1678.9426803588867,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,6,128,17.79937744140625,1677.6542663574219,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,12,128,19.063234329223633,1685.3315830230713,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,7,128,18.418550491333008,1677.722692489624,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,13,128,17.822265625,1693.432331085205,"Transcribe the recording into text.
+Recording about the history of Waterloo",", Belgium, and the Battle of Waterloo.
+
+[00:00:00] Welcome to the history of Wat"
+24,9,128,19.397497177124023,1697.000503540039,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,9,128,17.73810386657715,1676.6836643218994,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,8,128,18.4633731842041,1691.7402744293213,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,10,128,19.797325134277344,1695.6346035003662,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,14,128,17.555952072143555,1670.546293258667,"Find the area of a circle given its radius.
+Radius = 4"," cm
+
+To find the area of a circle given its radius, we use the formula:
+
+$$
+A = "
+29,13,128,20.381927490234375,1693.1021213531494,Identify the lines of longitude that divides North and South America.," Also, identify the lines of longitude that divide the Eastern and Western Hemis"

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_burst_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,3446,34.459961,310.820416,9.019747,14.664,14.669,7.284
+idle_post,3000,29.990058,1848.648322,61.624371,118.746,304.928,7.416
+idle_pre,3001,30.010114,1563.549671,52.100654,77.964,78.054,6.946
+inference,2,0.019991,0.149735,7.49,7.49,7.49,7.49
+inference_decode,7026,70.260518,15053.596857,214.254485,304.39,306.608,7.49
+inference_idle,13500,135.000096,12583.836466,93.213549,216.963,306.265,77.124
+inference_prefill,88,0.879419,77.123012,87.741682,194.1834,209.446,7.49

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_concurrent_burst_maxtok128_nocap/config.json

@@ -0,0 +1,62 @@
+{
+  "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,
+  "train_max_seq_length": null,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "concurrent_burst",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "inference_batch_size": 1,
+  "concurrent_batch_window_ms": 50.0,
+  "concurrent_base_rate_rps": 0.2,
+  "concurrent_burst_rate_rps": 3.0,
+  "concurrent_burst_start_s": 20.0,
+  "concurrent_burst_duration_s": 30.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.0,
+  "gen_do_sample": false,
+  "prompt_shuffle": false,
+  "seed": 42,
+  "inference_duration_sec": null,
+  "prompt_set": "alpaca",
+  "strict_datasets": true,
+  "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",
+  "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": "2026-02-17T23:19:30.933478"
+}

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_concurrent_burst_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,584 @@
+[
+  {
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+    "sub_phase": "skipped"
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+  {
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+  {
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+    "timestamp_ms": 1771337876726.441,
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+  {
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+  },
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+    "timestamp_ms": 1771337883541.2002,
+    "phase": "inference",
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+  },
+  {
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+  {
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+  {
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+  {
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+  {
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+]

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_concurrent_burst_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,89 @@
+request_idx,batch_id,batch_size,arrival_rel_s,dispatch_rel_s,finish_rel_s,queue_wait_ms,e2e_latency_ms,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,1,1,5.100301,5.102085,6.814562,1.783609390258789,1714.2605781555176,7,101,291.9912338256836,1370.7003593444824,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,2,1,5.226946,6.814636,8.561887,1587.6898765563965,3334.9413871765137,7,128,15.112161636352539,1731.3036918640137,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,3,1,6.835066,8.561949,10.27656,1726.8826961517334,3441.4944648742676,7,128,16.628026962280273,1697.319746017456,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,4,1,8.097997,10.276611,12.007874,2178.6141395568848,3909.876585006714,7,128,15.183448791503906,1715.4426574707031,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,5,1,14.76596,14.769183,16.496055,3.2224655151367188,1730.0944328308105,12,128,19.251585006713867,1705.564022064209,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"
+5,6,1,20.742429,20.747116,22.499125,4.687070846557617,1756.6957473754883,12,128,17.878055572509766,1731.8453788757324,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,7,1,20.772747,22.499187,24.244238,1726.440668106079,3471.4910984039307,18,128,16.726016998291016,1727.6239395141602,"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}{"
+7,8,1,20.955429,24.244297,25.967032,3288.8684272766113,5011.603355407715,20,128,15.392303466796875,1706.648349761963,Write a short story in third person narration about a protagonist who has to mak, The story should include a detailed description of the protagonist's surroundin
+8,9,1,20.965512,25.967086,27.711568,5001.5740394592285,6746.055841445923,9,128,16.12401008605957,1727.7228832244873,Render a 3D model of a house," with a red roof and a blue door.
+
+We are going to create a simple 3D model of a"
+9,10,1,21.047751,27.711622,29.460194,6663.870334625244,8412.443161010742,21,128,15.872001647949219,1732.0280075073242,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a",".
+
+The sentence contains several spelling and grammar errors. Here is the correc"
+10,11,1,21.28239,29.460243,31.19002,8177.853584289551,9907.630681991577,6,128,15.331268310546875,1713.8614654541016,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,12,1,21.291354,31.190068,32.93387,9898.714065551758,11642.515182495117,7,128,14.437675476074219,1728.7652492523193,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,13,1,21.365252,32.933923,34.683424,11568.670988082886,13318.172454833984,14,128,15.310049057006836,1733.5400581359863,Generate a list of ten items a person might need for a camping trip,".
+
+1. Tent  
+2. Sleeping bag  
+3. Sleeping pad or air mattress  
+4. Headlamp or "
+13,14,1,21.715082,34.683475,36.424594,12968.392372131348,14709.511280059814,7,128,15.478849411010742,1724.959135055542,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,15,1,21.977525,36.424648,38.169704,14447.12209701538,16192.17848777771,19,128,15.619516372680664,1728.7163734436035,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", gold, rose, iron ore, human, coral, salt, fern
+
+Here is the classification of "
+15,16,1,22.060534,38.169753,39.897069,16109.21835899353,17836.53473854065,11,128,15.247344970703125,1711.449146270752,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,17,1,22.357137,39.897119,41.641774,17539.981603622437,19284.637212753296,7,128,14.438152313232422,1729.6216487884521,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,18,1,22.909717,41.641825,43.374312,18732.10835456848,20464.595794677734,39,128,15.262603759765625,1716.5169715881348,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact","
+
+# This function is broken. Fix it.
+
+# The function is broken because it only i"
+18,19,1,22.91189,43.37436,45.104043,20462.470531463623,22192.153215408325,11,128,15.227079391479492,1713.7572765350342,Propose an ethical solution to the problem of data privacy," in the digital age.
+
+An ethical solution to the problem of data privacy in the "
+19,20,1,23.458212,45.104095,46.827075,21645.882606506348,23368.863344192505,12,128,15.272378921508789,1707.0648670196533,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,21,1,23.857475,46.827148,48.574973,22969.67339515686,24717.49782562256,6,128,15.259742736816406,1731.8553924560547,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,22,1,23.996107,48.575034,50.304893,24578.927516937256,26308.785676956177,12,128,14.714956283569336,1714.4434452056885,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,23,1,24.052436,50.304945,52.028815,26252.509593963623,27976.37915611267,7,128,15.677690505981445,1707.568645477295,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,24,1,25.102943,52.028867,53.775562,26925.923585891724,28672.61838912964,13,128,15.401601791381836,1730.6325435638428,"Transcribe the recording into text.
+Recording about the history of Waterloo",", Belgium, and the Battle of Waterloo.
+
+[00:00:00] Welcome to the history of Wat"
+24,25,1,25.239733,53.775616,55.508209,28535.88342666626,30268.475770950317,9,128,15.228509902954102,1716.7177200317383,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,26,1,25.272177,55.50826,57.252116,30236.082792282104,31979.939460754395,9,128,15.096902847290039,1728.132724761963,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,27,1,25.306083,57.252169,58.989746,31946.085929870605,33683.66241455078,8,128,15.03610610961914,1721.907377243042,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,28,1,25.932934,58.989794,60.712619,33056.85901641846,34779.6847820282,10,128,14.919519424438477,1707.3078155517578,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,29,1,26.241484,60.712668,62.444801,34471.18353843689,36203.31621170044,14,128,14.853477478027344,1716.6967391967773,"Find the area of a circle given its radius.
+Radius = 4"," cm
+
+To find the area of a circle given its radius, we use the formula:
+
+$$
+A = "
+29,30,1,26.790061,62.444851,64.202348,35654.79016304016,37412.28723526001,13,128,14.992952346801758,1741.858959197998,Identify the lines of longitude that divides North and South America.," Also, identify the lines of longitude that divide the Eastern and Western Hemis"

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_concurrent_burst_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,3403,34.029951,313.646389,9.216716,14.282,14.493,7.634
+idle_post,3000,29.990076,1855.718753,61.860187,120.873,297.889,7.246
+idle_pre,3001,30.010117,1551.503898,51.699203,77.863,78.606,7.404
+inference_decode,5126,51.260831,14560.259993,284.042518,300.962,302.308,11.871
+inference_idle,1211,12.110192,1059.109758,87.455975,267.945,300.681,7.488
+inference_prefill,77,0.769007,134.572444,175.111338,301.462,302.308,7.897
+inference_queue,6,0.060016,6.276485,104.672,298.9935,299.765,7.897

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap/config.json

@@ -0,0 +1,62 @@
+{
+  "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,
+  "train_max_seq_length": null,
+  "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,
+  "inference_batch_size": 1,
+  "concurrent_batch_window_ms": 50.0,
+  "concurrent_base_rate_rps": 0.2,
+  "concurrent_burst_rate_rps": 3.0,
+  "concurrent_burst_start_s": 20.0,
+  "concurrent_burst_duration_s": 30.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.0,
+  "gen_do_sample": false,
+  "prompt_shuffle": false,
+  "seed": 42,
+  "inference_duration_sec": null,
+  "prompt_set": "alpaca",
+  "strict_datasets": true,
+  "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",
+  "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": "2026-02-17T23:06:13.933388"
+}

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
+[
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+    "timestamp_ms": 1771337081854.4316,
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+  {
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+    "timestamp_ms": 1771337081873.3386,
+    "phase": "inference",
+    "sub_phase": "req_20_decode"
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+  {
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+    "timestamp_ms": 1771337083549.2427,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771337088550.7854,
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+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_21_decode"
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+  {
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+    "timestamp_ms": 1771337090252.1506,
+    "phase": "inference",
+    "sub_phase": "req_21_idle_between"
+  },
+  {
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+    "timestamp_ms": 1771337095253.5183,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771337095271.7534,
+    "phase": "inference",
+    "sub_phase": "req_22_decode"
+  },
+  {
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+    "timestamp_ms": 1771337096970.9583,
+    "phase": "inference",
+    "sub_phase": "req_22_idle_between"
+  },
+  {
+    "timestamp": "2026-02-17T23:05:01.972272",
+    "timestamp_ms": 1771337101972.3044,
+    "phase": "inference",
+    "sub_phase": "req_23_prefill"
+  },
+  {
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+    "timestamp_ms": 1771337101989.499,
+    "phase": "inference",
+    "sub_phase": "req_23_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:05:03.662734",
+    "timestamp_ms": 1771337103662.742,
+    "phase": "inference",
+    "sub_phase": "req_23_idle_between"
+  },
+  {
+    "timestamp": "2026-02-17T23:05:08.664047",
+    "timestamp_ms": 1771337108664.0806,
+    "phase": "inference",
+    "sub_phase": "req_24_prefill"
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+  {
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+    "timestamp_ms": 1771337108681.7065,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771337143926.7583,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,89 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,101,301.13911628723145,1348.752498626709,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,7,128,18.978118896484375,1705.2099704742432,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,7,128,19.678115844726562,1686.4593029022217,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,7,128,19.95992660522461,1678.2639026641846,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,12,128,17.9901123046875,1675.4136085510254,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"
+5,12,128,19.7293758392334,1672.9555130004883,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,18,128,20.850419998168945,1686.143398284912,"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}{"
+7,20,128,22.340774536132812,1700.8113861083984,Write a short story in third person narration about a protagonist who has to mak, The story should include a detailed description of the protagonist's surroundin
+8,9,128,17.56572723388672,1667.9997444152832,Render a 3D model of a house," with a red roof and a blue door.
+
+We are going to create a simple 3D model of a"
+9,21,128,17.70782470703125,1678.1797409057617,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a",".
+
+The sentence contains several spelling and grammar errors. Here is the correc"
+10,6,128,17.908096313476562,1666.0518646240234,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,7,128,18.531322479248047,1677.5388717651367,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,14,128,18.083572387695312,1699.5515823364258,Generate a list of ten items a person might need for a camping trip,".
+
+1. Tent  
+2. Sleeping bag  
+3. Sleeping pad or air mattress  
+4. Headlamp or "
+13,7,128,17.973661422729492,1679.9304485321045,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,19,128,18.975257873535156,1681.053876876831,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", gold, rose, iron ore, human, coral, salt, fern
+
+Here is the classification of "
+15,11,128,18.544435501098633,1702.6631832122803,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,7,128,17.960309982299805,1685.6961250305176,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,39,128,18.588542938232422,1679.7118186950684,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact","
+
+# This function is broken. Fix it.
+
+# The function is broken because it only i"
+18,11,128,17.522573471069336,1689.1319751739502,Propose an ethical solution to the problem of data privacy," in the digital age.
+
+An ethical solution to the problem of data privacy in the "
+19,12,128,18.669843673706055,1680.0074577331543,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,6,128,18.621206283569336,1675.6021976470947,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,12,128,18.606901168823242,1682.1889877319336,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,7,128,17.96269416809082,1698.9080905914307,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,13,128,16.935348510742188,1672.9795932769775,"Transcribe the recording into text.
+Recording about the history of Waterloo",", Belgium, and the Battle of Waterloo.
+
+[00:00:00] Welcome to the history of Wat"
+24,9,128,17.355680465698242,1684.9932670593262,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,9,128,17.621755599975586,1686.2332820892334,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,8,128,17.763853073120117,1687.0338916778564,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,10,128,18.903017044067383,1694.7050094604492,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,14,128,18.771648406982422,1698.2221603393555,"Find the area of a circle given its radius.
+Radius = 4"," cm
+
+To find the area of a circle given its radius, we use the formula:
+
+$$
+A = "
+29,13,128,18.07546615600586,1692.4502849578857,Identify the lines of longitude that divides North and South America.," Also, identify the lines of longitude that divide the Eastern and Western Hemis"

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_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,3410,34.124767,316.317988,9.268048,14.444,14.899,7.65
+idle_post,3000,29.989972,1860.32329,62.013786,118.55,301.779,7.946
+idle_pre,3001,30.010085,1539.710153,51.306368,78.373,78.65,7.586
+inference,2,0.019569,0.155574,7.95,7.95,7.95,7.95
+inference_decode,5022,50.219731,8726.656689,173.768944,303.573,306.801,8.719
+inference_idle,14503,145.030374,18290.014867,126.111589,302.005,306.801,77.245
+inference_prefill,87,0.869939,46.206683,53.117425,78.075,78.514,7.95

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_variable_maxtok128_nocap/config.json

@@ -0,0 +1,62 @@
+{
+  "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,
+  "train_max_seq_length": null,
+  "use_4bit": false,
+  "use_bf16": true,
+  "inference_total_requests": 30,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "variable",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 3,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "inference_batch_size": 1,
+  "concurrent_batch_window_ms": 50.0,
+  "concurrent_base_rate_rps": 0.2,
+  "concurrent_burst_rate_rps": 3.0,
+  "concurrent_burst_start_s": 20.0,
+  "concurrent_burst_duration_s": 30.0,
+  "gen_max_new_tokens": 128,
+  "gen_temperature": 0.0,
+  "gen_do_sample": false,
+  "prompt_shuffle": false,
+  "seed": 42,
+  "inference_duration_sec": null,
+  "prompt_set": "alpaca",
+  "strict_datasets": true,
+  "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",
+  "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": "2026-02-17T23:11:28.089263"
+}

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_variable_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
+[
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+    "timestamp_ms": 1771337383882.661,
+    "phase": "inference",
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+  },
+  {
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+    "timestamp_ms": 1771337385631.0425,
+    "phase": "inference",
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+  },
+  {
+    "timestamp": "2026-02-17T23:09:47.684380",
+    "timestamp_ms": 1771337387684.4146,
+    "phase": "inference",
+    "sub_phase": "req_20_prefill"
+  },
+  {
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+    "timestamp_ms": 1771337387703.803,
+    "phase": "inference",
+    "sub_phase": "req_20_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:09:49.441329",
+    "timestamp_ms": 1771337389441.337,
+    "phase": "inference",
+    "sub_phase": "req_20_idle_8.4s"
+  },
+  {
+    "timestamp": "2026-02-17T23:09:57.889434",
+    "timestamp_ms": 1771337397889.4685,
+    "phase": "inference",
+    "sub_phase": "req_21_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:09:57.909003",
+    "timestamp_ms": 1771337397909.0137,
+    "phase": "inference",
+    "sub_phase": "req_21_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:09:59.676793",
+    "timestamp_ms": 1771337399676.801,
+    "phase": "inference",
+    "sub_phase": "req_21_idle_7.6s"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:07.263301",
+    "timestamp_ms": 1771337407263.337,
+    "phase": "inference",
+    "sub_phase": "req_22_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:07.283909",
+    "timestamp_ms": 1771337407283.9194,
+    "phase": "inference",
+    "sub_phase": "req_22_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:09.042372",
+    "timestamp_ms": 1771337409042.3801,
+    "phase": "inference",
+    "sub_phase": "req_22_idle_4.7s"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:13.765826",
+    "timestamp_ms": 1771337413765.8757,
+    "phase": "inference",
+    "sub_phase": "req_23_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:13.785065",
+    "timestamp_ms": 1771337413785.0757,
+    "phase": "inference",
+    "sub_phase": "req_23_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:15.555019",
+    "timestamp_ms": 1771337415555.028,
+    "phase": "inference",
+    "sub_phase": "req_23_idle_3.2s"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:18.800161",
+    "timestamp_ms": 1771337418800.1938,
+    "phase": "inference",
+    "sub_phase": "req_24_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:18.819776",
+    "timestamp_ms": 1771337418819.7869,
+    "phase": "inference",
+    "sub_phase": "req_24_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:20.578462",
+    "timestamp_ms": 1771337420578.471,
+    "phase": "inference",
+    "sub_phase": "req_24_idle_9.7s"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:30.237563",
+    "timestamp_ms": 1771337430237.5964,
+    "phase": "inference",
+    "sub_phase": "req_25_prefill"
+  },
+  {
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+    "timestamp_ms": 1771337430255.1855,
+    "phase": "inference",
+    "sub_phase": "req_25_decode"
+  },
+  {
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+    "timestamp_ms": 1771337431988.7935,
+    "phase": "inference",
+    "sub_phase": "req_25_idle_4.7s"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:36.682863",
+    "timestamp_ms": 1771337436682.8967,
+    "phase": "inference",
+    "sub_phase": "req_26_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:36.700917",
+    "timestamp_ms": 1771337436700.9253,
+    "phase": "inference",
+    "sub_phase": "req_26_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:38.454511",
+    "timestamp_ms": 1771337438454.5188,
+    "phase": "inference",
+    "sub_phase": "req_26_idle_2.7s"
+  },
+  {
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+    "timestamp_ms": 1771337441197.8896,
+    "phase": "inference",
+    "sub_phase": "req_27_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:41.216097",
+    "timestamp_ms": 1771337441216.108,
+    "phase": "inference",
+    "sub_phase": "req_27_decode"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_27_idle_2.8s"
+  },
+  {
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+    "timestamp_ms": 1771337445738.826,
+    "phase": "inference",
+    "sub_phase": "req_28_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:45.758153",
+    "timestamp_ms": 1771337445758.1646,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
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+    "timestamp_ms": 1771337447525.3748,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_8.8s"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:56.306754",
+    "timestamp_ms": 1771337456306.7866,
+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:56.324710",
+    "timestamp_ms": 1771337456324.7183,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:58.082472",
+    "timestamp_ms": 1771337458082.4802,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-17T23:10:58.082598",
+    "timestamp_ms": 1771337458082.6013,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_variable_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,89 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,101,302.7069568634033,1393.620252609253,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,7,128,20.529747009277344,1746.523141860962,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,7,128,18.622398376464844,1743.5331344604492,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,7,128,18.693923950195312,1761.711597442627,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,12,128,18.833160400390625,1749.7217655181885,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"
+5,12,128,19.446611404418945,1751.1529922485352,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,18,128,21.083831787109375,1769.6869373321533,"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}{"
+7,20,128,20.798444747924805,1753.4704208374023,Write a short story in third person narration about a protagonist who has to mak, The story should include a detailed description of the protagonist's surroundin
+8,9,128,19.251346588134766,1768.3708667755127,Render a 3D model of a house," with a red roof and a blue door.
+
+We are going to create a simple 3D model of a"
+9,21,128,19.621849060058594,1762.730360031128,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a",".
+
+The sentence contains several spelling and grammar errors. Here is the correc"
+10,6,128,19.703388214111328,1768.9595222473145,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,7,128,17.601490020751953,1731.2312126159668,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,14,128,18.815040588378906,1759.4194412231445,Generate a list of ten items a person might need for a camping trip,".
+
+1. Tent  
+2. Sleeping bag  
+3. Sleeping pad or air mattress  
+4. Headlamp or "
+13,7,128,19.01102066040039,1747.4942207336426,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,19,128,19.5772647857666,1745.4369068145752,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", gold, rose, iron ore, human, coral, salt, fern
+
+Here is the classification of "
+15,11,128,19.00959014892578,1743.0410385131836,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,7,128,18.9208984375,1738.555908203125,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,39,128,19.044160842895508,1722.9132652282715,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact","
+
+# This function is broken. Fix it.
+
+# The function is broken because it only i"
+18,11,128,18.371105194091797,1723.3002185821533,Propose an ethical solution to the problem of data privacy," in the digital age.
+
+An ethical solution to the problem of data privacy in the "
+19,12,128,18.499374389648438,1748.1391429901123,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,6,128,19.11473274230957,1737.3015880584717,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,12,128,19.246816635131836,1767.5223350524902,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,7,128,20.28632164001465,1758.2082748413086,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,13,128,18.91303062438965,1769.7076797485352,"Transcribe the recording into text.
+Recording about the history of Waterloo",", Belgium, and the Battle of Waterloo.
+
+[00:00:00] Welcome to the history of Wat"
+24,9,128,19.334077835083008,1758.4202289581299,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,9,128,17.31395721435547,1733.3662509918213,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,8,128,17.75813102722168,1753.352165222168,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,10,128,17.940282821655273,1747.2667694091797,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,14,128,19.0427303314209,1766.974687576294,"Find the area of a circle given its radius.
+Radius = 4"," cm
+
+To find the area of a circle given its radius, we use the formula:
+
+$$
+A = "
+29,13,128,17.646074295043945,1757.552146911621,Identify the lines of longitude that divides North and South America.," Also, identify the lines of longitude that divide the Eastern and Western Hemis"

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_gpu0_ds_alpaca_variable_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,3412,34.119995,322.801023,9.460761,14.93,15.037,7.731
+idle_post,3000,29.989974,1814.721751,60.494338,95.345,294.682,7.715
+idle_pre,3001,30.010073,1530.29808,50.992755,78.881,79.454,7.736
+inference,2,0.019996,0.15553,7.778,7.778,7.778,7.778
+inference_decode,5218,52.179703,9180.784151,175.945055,296.517,299.051,15.321
+inference_idle,15491,154.910412,19137.468548,123.539041,295.31,300.718,77.312
+inference_prefill,86,0.859922,48.004394,55.826674,92.92675,120.794,7.778

outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/repeats_strict/billing_metrics_mean_std.csv

@@ -0,0 +1,5 @@
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outputs/llm_power_experiment/05_inference_pattern_fixed_var_burst/repeats_strict/billing_metrics_per_run.csv

@@ -0,0 +1,21 @@
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