Upload batch 19/20 (100 files)

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_128/config.json

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+{
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+  "model": "qwen3-4b",
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+  "experiment_timestamp": "2026-02-12T10:46:19.857143"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_128/phase_transitions.json

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+  },
+  {
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+    "timestamp_ms": 1770860730476.826,
+    "phase": "inference",
+    "sub_phase": "req_26_decode"
+  },
+  {
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+    "timestamp_ms": 1770860733870.3816,
+    "phase": "inference",
+    "sub_phase": "req_26_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770860738870.7146,
+    "phase": "inference",
+    "sub_phase": "req_27_prefill"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_27_decode"
+  },
+  {
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+    "timestamp_ms": 1770860739489.889,
+    "phase": "inference",
+    "sub_phase": "req_27_idle_between"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_28_prefill"
+  },
+  {
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+    "timestamp_ms": 1770860744526.7327,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
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+    "timestamp_ms": 1770860744589.4277,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_between"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "timestamp_ms": 1770860749850.6013,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-12T10:45:49.850705",
+    "timestamp_ms": 1770860749850.707,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_128/samples/inference_results.csv

@@ -0,0 +1,47 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,9,1,33.15877914428711,89.65563774108887,Generate a poem with 10 lines.,
+1,7,1,36.719322204589844,30.922889709472656,Generate a list of random words.,
+2,7,8,38.35177421569824,224.90191459655762,What is the capital of France?, The capital of France is Paris.
+3,9,1,34.026384353637695,31.10194206237793,Brainstorm possible solutions to reduce water pollution.,
+4,11,1,34.39807891845703,32.145023345947266,Explain the concept of artificial intelligence in simple terms.,
+5,66,1,58.16221237182617,33.08820724487305,"Rewrite the given paragraph in a shorter, easier to understand form.
+Although it",
+6,9,1,35.05873680114746,29.84905242919922,Who is the world's most famous painter?,
+7,12,38,32.813310623168945,1017.5819396972656,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," Include in your discussion the causes, key events, and outcomes of each conflic"
+8,13,1,34.397125244140625,30.23815155029297,Generate a list of adjectives that describe a person as brave.,
+9,30,1,33.21218490600586,31.000614166259766,"Analyze the given text for its tone.
+The world has been greatly impacted by the ",
+10,11,1,33.364295959472656,29.67357635498047,Develop a plan to reduce electricity usage in a home.,
+11,12,1,33.495187759399414,30.699491500854492,Describe a time when you had to make a difficult decision.,
+12,7,1,33.97417068481445,29.47211265563965,Give two examples of a liquid.,
+13,11,10,31.70323371887207,270.7211971282959,What is the product of 6 and 2?, To find the product of 6 and 
+14,12,30,32.04965591430664,797.1155643463135,"Identify the odd one out.
+Twitter, Instagram, Telegram",", Facebook
+Answer: Telegram is the odd one out. It is a messaging app, while Twi"
+15,39,1,35.18056869506836,31.727075576782227,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact",
+16,7,128,33.22887420654297,3361.316442489624,Discuss the causes of the Great Depression," and its effects on the United States economy and society.
+The Great Depression "
+17,6,94,32.96160697937012,2478.165626525879,How did Julius Caesar die?," Julius Caesar was assassinated on March 15, 44 BC, in the Roman Senate. He was "
+18,31,1,34.307003021240234,31.523466110229492,"Edit the following sentence to make it more concise.
+He ran to the bus stop in o",
+19,18,1,35.4306697845459,31.06403350830078,"Rewrite the following sentence using active voice.
+The news report was read by t",
+20,7,1,31.39495849609375,28.49268913269043,How can we reduce air pollution?,
+21,7,1,33.509016036987305,30.670881271362305,Give three tips for staying healthy.,
+22,10,128,34.98530387878418,3373.1813430786133,Describe the life and reign of King Charles II.," King Charles II (1630–1685) was the King of England, Scotland, and Ireland from"
+23,19,72,34.66510772705078,1908.4618091583252,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", rose bush, gold, shark, quartz, cactus, silver, butterfly, iron ore, fern, rhi"
+24,14,2,32.146453857421875,57.80744552612305,Generate a list of ten items a person might need for a camping trip,.
+25,25,1,34.26313400268555,31.384944915771484,"Use the given data to calculate the median.
+[2, 3, 7, 8, 10]",
+26,6,128,34.922122955322266,3393.1565284729004,What does DNA stand for?," What is its structure? What are its main functions?
+Answer: DNA stands for **de"
+27,16,22,34.060001373291016,583.245038986206,What is the force on a 1 kg mass due to the gravitational force?," Also, what is the force on a 1 kg mass due to the electric force?
+
+Okay, the"
+28,9,2,34.90424156188965,62.413930892944336,Render a 3D model of a house,".
+"
+29,46,8,35.26735305786133,223.06180000305176,"Extract the facts from the paragraph.
+Online education continues to become more "," However, there are also disadvantages such"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_128/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,3214,32.140024,1869.643298,58.171714,111.695,221.496,9.482
+idle_post,3000,29.990003,1664.096995,55.472787,95.2745,105.199,8.048
+idle_pre,3416,34.636449,1869.060721,54.461789,78.863,80.794,8.022
+inference_decode,1833,18.329309,2814.397402,153.542916,214.95,215.019,10.197
+inference_idle,14501,145.011714,12848.947696,88.606278,129.935,214.455,11.816
+inference_prefill,116,1.158966,88.164385,76.087328,78.918,78.924,10.197
+train,41559,415.996009,235384.218662,565.82527,572.254,573.855,78.095
+validation,428,4.276319,1755.106645,410.649449,569.967,572.289,211.096

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_32/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": 32,
+  "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": 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": "2026-02-12T10:27:56.243244"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_32/phase_transitions.json

@@ -0,0 +1,620 @@
+[
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+  {
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+  {
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+    "phase": "inference",
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+    "phase": "inference",
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+    "phase": "inference",
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+    "phase": "inference",
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+  {
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+    "phase": "inference",
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+    "phase": "inference",
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+  },
+  {
+    "timestamp": "2026-02-12T10:26:35.731677",
+    "timestamp_ms": 1770859595731.7217,
+    "phase": "inference",
+    "sub_phase": "req_20_prefill"
+  },
+  {
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+    "timestamp_ms": 1770859595771.876,
+    "phase": "inference",
+    "sub_phase": "req_20_decode"
+  },
+  {
+    "timestamp": "2026-02-12T10:26:36.655477",
+    "timestamp_ms": 1770859596655.4854,
+    "phase": "inference",
+    "sub_phase": "req_20_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770859601655.916,
+    "phase": "inference",
+    "sub_phase": "req_21_prefill"
+  },
+  {
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+    "timestamp_ms": 1770859601697.0884,
+    "phase": "inference",
+    "sub_phase": "req_21_decode"
+  },
+  {
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+    "timestamp_ms": 1770859601931.004,
+    "phase": "inference",
+    "sub_phase": "req_21_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770859606931.3088,
+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
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+  },
+  {
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+    "timestamp_ms": 1770859607831.104,
+    "phase": "inference",
+    "sub_phase": "req_22_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770859612831.4404,
+    "phase": "inference",
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+  },
+  {
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+    "timestamp_ms": 1770859612870.1663,
+    "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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+    "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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+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
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+    "timestamp_ms": 1770859646229.5747,
+    "phase": "inference",
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+  },
+  {
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_32/samples/inference_results.csv

@@ -0,0 +1,70 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,71,1,51.142215728759766,87.63957023620605,"Summarize the given passage.
+A recent study showed that global climate change is",
+1,19,32,37.909507751464844,865.7760620117188,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", gold, rose bush, silver, shark, iron ore, lily, coral, goldfish, quartz, rhino"
+2,8,1,34.020185470581055,29.56247329711914,Provide one example for a cultural practice.,
+3,46,1,35.43257713317871,31.998395919799805,"Extract the facts from the paragraph.
+Online education continues to become more ",
+4,9,1,32.61065483093262,30.225038528442383,Brainstorm possible solutions to reduce water pollution.,
+5,9,32,32.13667869567871,864.274263381958,Generate a poem with 10 lines.," The poem should be about the beauty of a summer day.
+The sun shines bright, a g"
+6,25,1,36.135196685791016,33.07652473449707,"Use the given data to calculate the median.
+[2, 3, 7, 8, 10]",
+7,16,1,31.94570541381836,30.672311782836914,What is the force on a 1 kg mass due to the gravitational force?,
+8,9,1,34.09838676452637,29.56390380859375,Who is the world's most famous painter?,
+9,7,1,34.062862396240234,29.761552810668945,What is the capital of France?,
+10,17,32,35.94636917114258,877.051830291748,Calculate the total surface area of a cube with a side length of 5 cm.," To calculate the total surface area of a cube, we can use the formula:
+
+$$
+\tex"
+11,17,32,36.94748878479004,867.300271987915,"Convert the given equation into an algebraic expression.
+3x+5y=9","
+Answer:
+$$
+3x+5y=9
+$$
+$$
+3x+5y=9
+$$
+
+Use the following information."
+12,10,32,31.086206436157227,858.5872650146484,Describe the life and reign of King Charles II.," King Charles II of England was born on May 29, 1630, and became king on May 2, "
+13,7,1,34.386634826660156,31.092166900634766,How can we reduce air pollution?,
+14,7,32,32.48023986816406,874.0777969360352,Discuss the causes of the Great Depression,".
+Answer:
+The Great Depression was caused by a combination of factors, including"
+15,31,1,33.608198165893555,32.28616714477539,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}",
+16,11,1,31.893014907836914,29.749631881713867,Explain the process of cellular respiration in plants.,
+17,7,1,32.44519233703613,28.365373611450195,Generate a poem that expresses joy.,
+18,21,2,33.904075622558594,60.7600212097168,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a","
+"
+19,7,1,33.948421478271484,31.8906307220459,Give three tips for staying healthy.,
+20,13,32,38.19608688354492,883.3017349243164,"Transcribe the recording into text.
+Recording about the history of Waterloo",":
+The Battle of Waterloo was fought on June 18, 1815, near the town of Waterloo "
+21,12,8,39.23749923706055,233.62016677856445,"Generate three verbs that mean the same as ""to apologize""", and explain the differences in usage.
+22,9,32,29.45733070373535,868.5975074768066,Explain the concept of cogging torque., Cogging torque is a type of torque that occurs in permanent magnet synchronous 
+23,30,1,36.79943084716797,32.24658966064453,"Analyze the given text for its tone.
+The world has been greatly impacted by the ",
+24,14,32,32.83858299255371,862.4956607818604,Generate a list of ten items a person might need for a camping trip,".
+1. Tent
+2. Sleeping bag
+3. Sleeping pad
+4. Headlamp
+5. Camping stove
+6. Cookin"
+25,21,32,34.761667251586914,887.3093128204346,"Arrange the given numbers in ascending order.
+2, 4, 0, 8, 3",", 7, 1, 5
+Answer: 0, 1, 2, 3, 4, 5, 7"
+26,11,1,32.2422981262207,30.406951904296875,What is the product of 6 and 2?,
+27,9,14,29.869794845581055,392.0860290527344,Render a 3D model of a house,"
+
+I cannot render a 3D model of a house."
+28,14,32,32.40966796875,876.6171932220459,"Find the area of a circle given its radius.
+Radius = 4"," cm
+Answer:
+The area of a circle is $A = \pi r^2$.  Substituting $r = 4$, we get"
+29,7,1,32.51504898071289,30.191659927368164,Give two examples of a liquid.,

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/02_decode_length_32_128/llm_qwen3-4b_ds_alpaca_fixed_nocap_32/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,3203,32.031572,1844.419991,57.583528,98.558,211.527,9.344
+idle_post,3000,29.989986,1645.957203,54.86885,78.5956,85.081,8.373
+idle_pre,3429,34.777913,1854.805668,53.852407,79.14,81.395,7.859
+inference_decode,1089,10.889255,1039.187178,95.432311,138.819,186.095,9.512
+inference_idle,14500,145.000182,13034.871496,89.895549,140.346,189.978,9.512
+inference_prefill,110,1.101915,80.535874,73.164082,78.812,79.053,9.512
+train,41558,415.931577,235542.472533,566.293723,572.57,574.048,77.78
+validation,414,4.143002,1727.631612,417.2033,571.156,572.139,211.527

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok256_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": 256,
+  "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": 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": "2026-02-12T13:35:05.240895"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok256_nocap/phase_transitions.json

@@ -0,0 +1,620 @@
+[
+  {
+    "timestamp": "2026-02-12T13:23:48.372990",
+    "timestamp_ms": 1770870228372.9998,
+    "phase": "idle_pre",
+    "sub_phase": ""
+  },
+  {
+    "timestamp": "2026-02-12T13:24:18.373177",
+    "timestamp_ms": 1770870258373.2192,
+    "phase": "train",
+    "sub_phase": "start"
+  },
+  {
+    "timestamp": "2026-02-12T13:24:23.176347",
+    "timestamp_ms": 1770870263176.358,
+    "phase": "train",
+    "sub_phase": "epoch_1_start"
+  },
+  {
+    "timestamp": "2026-02-12T13:26:41.875903",
+    "timestamp_ms": 1770870401875.913,
+    "phase": "validation",
+    "sub_phase": "epoch_1"
+  },
+  {
+    "timestamp": "2026-02-12T13:26:43.390079",
+    "timestamp_ms": 1770870403390.0903,
+    "phase": "train",
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+  },
+  {
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+    "phase": "validation",
+    "sub_phase": "epoch_2"
+  },
+  {
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+    "timestamp_ms": 1770870543426.2,
+    "phase": "train",
+    "sub_phase": "epoch_3_start"
+  },
+  {
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+    "timestamp_ms": 1770870682090.179,
+    "phase": "validation",
+    "sub_phase": "epoch_3"
+  },
+  {
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+    "timestamp_ms": 1770870683118.22,
+    "phase": "train",
+    "sub_phase": "finished"
+  },
+  {
+    "timestamp": "2026-02-12T13:31:23.125081",
+    "timestamp_ms": 1770870683125.0874,
+    "phase": "idle_mid",
+    "sub_phase": ""
+  },
+  {
+    "timestamp": "2026-02-12T13:31:53.125323",
+    "timestamp_ms": 1770870713125.3633,
+    "phase": "inference",
+    "sub_phase": "start"
+  },
+  {
+    "timestamp": "2026-02-12T13:31:55.208472",
+    "timestamp_ms": 1770870715208.4822,
+    "phase": "inference",
+    "sub_phase": "session_start_pattern_fixed"
+  },
+  {
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+    "timestamp_ms": 1770870715208.5962,
+    "phase": "inference",
+    "sub_phase": "req_0_prefill"
+  },
+  {
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+    "timestamp_ms": 1770870715256.363,
+    "phase": "inference",
+    "sub_phase": "req_0_decode"
+  },
+  {
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+    "phase": "inference",
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+  },
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outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok32_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",
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+  "inference_burst_pause": 15.0,
+  "gen_max_new_tokens": 32,
+  "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": 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": "2026-02-12T13:18:45.660348"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok32_nocap/phase_transitions.json

@@ -0,0 +1,620 @@
+[
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outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok512_nocap/config.json

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+{
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+  "experiment_timestamp": "2026-02-12T13:51:20.701008"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok512_nocap/phase_transitions.json

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+    "timestamp_ms": 1770871817088.3599,
+    "phase": "inference",
+    "sub_phase": "req_26_prefill"
+  },
+  {
+    "timestamp": "2026-02-12T13:50:17.120744",
+    "timestamp_ms": 1770871817120.753,
+    "phase": "inference",
+    "sub_phase": "req_26_decode"
+  },
+  {
+    "timestamp": "2026-02-12T13:50:28.061927",
+    "timestamp_ms": 1770871828061.9365,
+    "phase": "inference",
+    "sub_phase": "req_26_idle_between"
+  },
+  {
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+    "timestamp_ms": 1770871833062.3088,
+    "phase": "inference",
+    "sub_phase": "req_27_prefill"
+  },
+  {
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+    "timestamp_ms": 1770871833097.8296,
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+    "sub_phase": "req_27_decode"
+  },
+  {
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+    "timestamp_ms": 1770871833128.271,
+    "phase": "inference",
+    "sub_phase": "req_27_idle_between"
+  },
+  {
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+  },
+  {
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+    "timestamp_ms": 1770871838164.706,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
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+    "timestamp_ms": 1770871843653.9917,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_between"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
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+    "timestamp_ms": 1770871848689.1094,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-12T13:50:50.694249",
+    "timestamp_ms": 1770871850694.2583,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-12T13:50:50.694368",
+    "timestamp_ms": 1770871850694.3704,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok512_nocap/samples/inference_results.csv

@@ -0,0 +1,57 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,11,117,30.71451187133789,3178.7312030792236,Propose an ethical solution to the problem of data privacy," in the age of artificial intelligence.
+
+An ethical solution to the problem of d"
+1,13,200,32.61518478393555,5447.169065475464,"Transcribe the recording into text.
+Recording about the history of Waterloo","
+The Battle of Waterloo was fought on June 18, 1815, between the French army of "
+2,7,1,32.13047981262207,29.588937759399414,Generate a list of random words.,
+3,12,12,34.10649299621582,334.39087867736816,Describe a time when you had to make a difficult decision.," What was the decision, and what was the outcome?
+"
+4,18,57,34.795284271240234,1540.3728485107422,"Explain why the following fraction is equivalent to 1/4
+4/16","
+Answer:
+The fraction $\frac{4}{16}$ is equivalent to $\frac{1}{4}$ because both"
+5,6,83,30.83515167236328,2247.347831726074,How did Julius Caesar die?, Julius Caesar was assassinated on the Ides of March (March 15th) in 44 BCE. He 
+6,7,123,34.36589241027832,3306.541681289673,Describe the structure of an atom., An atom is the smallest unit of matter that has the properties of an element. I
+7,11,10,29.78205680847168,277.7402400970459,What is the product of 6 and 2?, To find the product of 6 and 
+8,31,1,35.73918342590332,31.15534782409668,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}",
+9,8,1,36.77511215209961,33.77819061279297,Design an app for a delivery company.,
+10,7,8,33.35690498352051,234.78460311889648,What is the capital of France?, The capital of France is Paris.
+11,9,1,32.361745834350586,29.35647964477539,Generate a poem with 10 lines.,
+12,71,1,56.035757064819336,33.36834907531738,"Summarize the given passage.
+A recent study showed that global climate change is",
+13,15,11,36.24534606933594,312.60132789611816,"Convert from celsius to fahrenheit.
+Temperature in Celsius: 15","
+Temperature in Fahrenheit: 59.0"
+14,7,1,31.6159725189209,29.061317443847656,Generate a poem that expresses joy.,
+15,15,105,32.39607810974121,2852.224111557007,"Write a short paragraph about the given topic.
+The importance of using renewable"," sources
+Using renewable energy sources is becoming increasingly important as th"
+16,8,68,31.65721893310547,1814.7799968719482,Look up the boiling point of water.," (Hint: Use the Internet or a reference book.)
+Answer:
+
+The boiling point of wat"
+17,7,1,29.101848602294922,29.232501983642578,Give two examples of a liquid.,
+18,66,1,38.43426704406738,34.276723861694336,"Rewrite the given paragraph in a shorter, easier to understand form.
+Although it",
+19,11,66,33.87594223022461,1773.7245559692383,Explain the use of word embeddings in Natural Language Processing," (NLP)
+Word embeddings are a type of representation that allows words to be repr"
+20,23,1,35.32600402832031,32.233238220214844,Variable x is defined as “4x + 2y = 10”. Find the value of x.,
+21,8,1,38.7575626373291,34.220218658447266,Provide one example for a cultural practice.,
+22,9,1,32.58109092712402,32.158613204956055,Brainstorm possible solutions to reduce water pollution.,
+23,12,10,33.40959548950195,280.684232711792,"Generate three verbs that mean the same as ""to apologize""", and provide an example sentence for each verb.
+24,11,1,37.17184066772461,31.9826602935791,Develop a plan to reduce electricity usage in a home.,
+25,14,60,33.07604789733887,1632.598638534546,Generate a list of ten items a person might need for a camping trip,".
+1. Tent
+2. Sleeping bag
+3. Sleeping pad
+4. Flashlight
+5. Headlamp
+6. First aid"
+26,7,409,31.046628952026367,10940.744638442993,Discuss the causes of the Great Depression,".
+Answer: The Great Depression was caused by a number of factors. The stock mark"
+27,11,1,33.94293785095215,30.15303611755371,Explain the concept of artificial intelligence in simple terms.,
+28,10,205,34.50918197631836,5488.884687423706,Describe the life and reign of King Charles II.," King Charles II of England was the monarch of England, Scotland, and Ireland fr"
+29,7,75,33.31637382507324,2004.8320293426514,Outline the consequences of deforestation.," Deforestation has numerous consequences for the environment, economy, and socie"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok512_nocap/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,3462,34.620007,1823.401471,52.668822,100.034,285.164,8.842
+idle_post,3000,29.990035,1753.98957,58.468856,114.725,212.426,7.147
+idle_pre,3530,35.785962,1894.132371,53.458663,78.179,80.972,7.358
+inference_decode,4415,44.149841,7500.859681,169.894873,213.197,214.088,8.89
+inference_idle,14502,145.02118,13610.127286,93.849528,172.826,214.088,77.105
+inference_prefill,106,1.058975,79.043982,74.645547,78.483,78.491,8.89
+train,41573,416.089454,235936.495413,567.02861,573.097,574.834,77.545
+validation,430,4.299228,1764.564099,410.622872,571.745,571.745,199.182

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_burst_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": "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,
+  "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": 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": "2026-02-12T15:16:34.403475"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_burst_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,506 @@
+[
+  {
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+    "phase": "idle_pre",
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+  },
+  {
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+    "timestamp_ms": 1770876317924.4597,
+    "phase": "train",
+    "sub_phase": "start"
+  },
+  {
+    "timestamp": "2026-02-12T15:05:24.662594",
+    "timestamp_ms": 1770876324662.6072,
+    "phase": "train",
+    "sub_phase": "epoch_1_start"
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+    "phase": "validation",
+    "sub_phase": "epoch_2"
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+  {
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+  {
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+    "timestamp_ms": 1770876745014.971,
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+  {
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+    "timestamp_ms": 1770876745023.3687,
+    "phase": "idle_mid",
+    "sub_phase": ""
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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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+  {
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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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+    "timestamp_ms": 1770876898813.9836,
+    "phase": "inference",
+    "sub_phase": "burst_7_start"
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+  {
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+  },
+  {
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+    "timestamp_ms": 1770876903351.2612,
+    "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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+  {
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_burst_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,66 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,16,68,34.136295318603516,1938.462734222412,What is the force on a 1 kg mass due to the gravitational force?," Also, what is the force on a 1 kg mass due to the electric force? How do you ca"
+1,13,128,33.875465393066406,3506.3018798828125,Identify the lines of longitude that divides North and South America.," 
+
+A. 20°W and 80°W 
+
+B. 40°W and 80°W 
+
+C. 20°W and 40°W 
+
+D. 80°W and 120°W
+An"
+2,25,1,34.75642204284668,32.27829933166504,"Use the given data to calculate the median.
+[2, 3, 7, 8, 10]",
+3,8,1,33.684492111206055,31.029939651489258,Provide one example for a cultural practice.,
+4,7,1,31.97646141052246,30.049800872802734,Generate a poem that expresses joy.,
+5,9,63,34.42716598510742,1730.0658226013184,Who is the world's most famous painter?, The world's most famous painter is Leonardo da Vinci. He was an Italian polymat
+6,23,1,32.70101547241211,31.141042709350586,Variable x is defined as “4x + 2y = 10”. Find the value of x.,
+7,18,17,37.201642990112305,484.31897163391113,"Explain why the following fraction is equivalent to 1/4
+4/16","
+
+If the question has a final answer, please place it in \boxed{}"
+8,21,2,34.342050552368164,62.358856201171875,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a","
+"
+9,9,21,32.43303298950195,586.5013599395752,Render a 3D model of a house,"
+I cannot render a 3D model of a house as it requires specialized software and h"
+10,7,100,32.49168395996094,2742.2478199005127,Outline the consequences of deforestation.," Deforestation has a number of consequences, including the loss of biodiversity,"
+11,14,74,32.15360641479492,2031.4857959747314,"Find the area of a circle given its radius.
+Radius = 4"," cm
+To find the area of a circle, you can use the formula:
+Area = πr²
+where r is"
+12,18,1,35.2168083190918,31.68177604675293,"Rewrite the following sentence using active voice.
+The news report was read by t",
+13,7,128,32.85026550292969,3508.3770751953125,Discuss the causes of the Great Depression,", and how it affected the United States.
+The Great Depression was a worldwide ec"
+14,7,1,31.45432472229004,30.16352653503418,Give two examples of a liquid.,
+15,11,1,36.41319274902344,31.058788299560547,Explain the process of cellular respiration in plants.,
+16,12,25,32.216787338256836,691.0912990570068,Describe a time when you had to make a difficult decision., What was the decision and why was it difficult? What did you do to make the dec
+17,71,1,56.54478073120117,33.70833396911621,"Summarize the given passage.
+A recent study showed that global climate change is",
+18,11,128,33.34236145019531,3501.3535022735596,Explain the use of word embeddings in Natural Language Processing,".
+Word embeddings are a type of representation used in Natural Language Processi"
+19,7,109,32.06157684326172,2955.359697341919,How can we reduce air pollution?, What are the main causes of air pollution? What can we do to protect our planet
+20,11,8,31.785011291503906,226.30071640014648,Propose an ethical solution to the problem of data privacy," in the age of artificial intelligence.
+"
+21,11,1,33.12945365905762,30.74336051940918,Develop a plan to reduce electricity usage in a home.,
+22,12,7,31.815290451049805,198.7144947052002,"Identify the odd one out.
+Twitter, Instagram, Telegram",", Snapchat
+
+Answer: Telegram"
+23,9,1,32.46712684631348,32.770633697509766,Brainstorm possible solutions to reduce water pollution.,
+24,21,30,36.10849380493164,829.7197818756104,"Arrange the given numbers in ascending order.
+2, 4, 0, 8, 3",", 5, 7
+Answer: 0, 2, 3, 4, 5, 7, 8"
+25,12,9,31.914710998535156,256.2987804412842,"Generate three verbs that mean the same as ""to apologize"""," and are used in the past tense.
+"
+26,12,128,32.02629089355469,3488.4955883026123,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What do they have in common?
+Answer:
+
+The Cuban Missile Crisis and the Vietnam "
+27,10,21,34.72018241882324,579.4367790222168,Describe the life and reign of King Charles II.," King Charles II was the monarch of England, Scotland and Ireland from 1660 to "
+28,31,1,34.98363494873047,32.87959098815918,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}",
+29,11,1,31.994104385375977,29.418230056762695,Explain the concept of artificial intelligence in simple terms.,

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_burst_maxtok128_nocap/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,3356,33.559962,1825.469543,54.394452,114.191,303.33,9.612
+idle_post,3000,29.990036,1634.468084,54.485787,78.492,101.477,8.482
+idle_pre,3623,36.738811,1971.884676,54.219407,78.123,80.009,7.249
+inference_decode,4974,49.739879,7413.113859,149.037112,211.08,212.388,10.336
+inference_idle,13500,135.000433,11359.927932,84.147453,105.173,209.78,77.759
+inference_prefill,107,1.069693,102.408769,95.750925,135.664,159.558,10.18
+train,41572,416.104003,235939.744065,567.014329,573.378,574.822,77.769
+validation,426,4.263633,1736.472364,407.543423,573.562,573.562,194.91

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/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": 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": "2026-02-12T14:36:34.154014"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/phase_transitions.json

@@ -0,0 +1,620 @@
+[
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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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+  },
+  {
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,58 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,21,10,33.64253044128418,346.30680084228516,Arrange the words in the given sentence to form a grammatically correct sentence,"
+Answer: The quick brown fox jumped."
+1,7,69,34.174442291259766,1904.1943550109863,Outline the consequences of deforestation.," Deforestation has many consequences, including but not limited to: increased gr"
+2,7,1,34.662723541259766,30.526161193847656,Give two examples of a liquid.,
+3,13,14,32.389163970947266,397.82190322875977,"Transcribe the recording into text.
+Recording about the history of Waterloo",", the location of the battle and its impact on the world."
+4,17,98,36.602020263671875,2735.5406284332275,Calculate the total surface area of a cube with a side length of 5 cm.," The total surface area of a cube can be calculated using the formula:
+
+Surface "
+5,7,13,35.9957218170166,376.6155242919922,What are the three primary colors?," The three primary colors are red, blue, and yellow."
+6,14,51,33.498525619506836,1434.157133102417,Generate a list of ten items a person might need for a camping trip,".
+1. Tent
+2. Sleeping bag
+3. Sleeping pad
+4. Headlamp
+5. Multi-tool
+6. Water fil"
+7,7,1,34.29007530212402,31.09264373779297,Generate a poem that expresses joy.,
+8,12,9,33.59532356262207,266.72887802124023,"Generate three verbs that mean the same as ""to apologize""", and provide an example sentence for each.
+9,11,1,34.09433364868164,31.17823600769043,Explain the concept of artificial intelligence in simple terms.,
+10,9,1,33.99491310119629,31.1126708984375,Brainstorm possible solutions to reduce water pollution.,
+11,11,10,32.13357925415039,288.97666931152344,What is the product of 6 and 2?, To find the product of 6 and 
+12,18,9,38.51485252380371,268.8734531402588,"Rewrite the following sentence using active voice.
+The news report was read by t"," 
+The captain read the news report."
+13,15,79,34.43789482116699,2156.4910411834717,"Write a short paragraph about the given topic.
+The importance of using renewable"," sources
+Using renewable energy sources is crucial in the fight against climate "
+14,9,1,31.38899803161621,29.523372650146484,Who is the world's most famous painter?,
+15,11,1,33.33115577697754,30.28082847595215,Explain the process of cellular respiration in plants.,
+16,30,1,33.19382667541504,31.543254852294922,"Analyze the given text for its tone.
+The world has been greatly impacted by the ",
+17,11,1,33.64825248718262,29.566526412963867,Develop a plan to reduce electricity usage in a home.,
+18,21,15,33.20598602294922,415.78102111816406,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a","
+Corrected sentence: He finished his meal and left the restaurant."
+19,12,128,32.904863357543945,3512.542724609375,Describe a time when you had to make a difficult decision.," What was the decision and why was it difficult?
+Answer: One of the most difficu"
+20,6,128,34.548044204711914,3442.110538482666,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? What 
+21,13,1,31.865596771240234,29.857158660888672,Generate a list of adjectives that describe a person as brave.,
+22,71,1,48.42734336853027,32.05561637878418,"Summarize the given passage.
+A recent study showed that global climate change is",
+23,11,59,33.53095054626465,1597.0265865325928,Explain the use of word embeddings in Natural Language Processing,".
+Word embeddings are a type of representation that maps words in a language int"
+24,9,17,33.196449279785156,463.4568691253662,Explain the concept of cogging torque.," | Chegg.com
+Engineering
+Mechanical Engineering
+Mechanical Engineering questions"
+25,8,1,36.56411170959473,30.238628387451172,Design an app for a delivery company.,
+26,7,49,30.538082122802734,1331.0964107513428,Describe the function of a computer motherboard,".
+Answer: The motherboard is the main circuit board of a computer. It connects a"
+27,11,128,33.15114974975586,3475.6853580474854,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 "
+28,18,1,35.72893142700195,32.57942199707031,"Explain why the following fraction is equivalent to 1/4
+4/16",
+29,7,1,33.27345848083496,28.7930965423584,Describe the structure of an atom.,

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_nocap/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,3208,32.08,1843.913526,57.478543,104.66,214.371,9.256
+idle_post,3000,29.990046,1646.599266,54.891327,83.0973,85.055,8.481
+idle_pre,3425,34.769448,1836.651138,53.398755,78.128,81.113,7.005
+inference_decode,2482,24.819564,3671.76931,147.938006,211.232,212.486,15.151
+inference_idle,14501,145.010923,13420.07,92.545274,147.438,210.891,29.328
+inference_prefill,109,1.090729,81.986527,75.236991,78.737,78.761,15.151
+train,41565,416.046249,235806.899658,566.774792,573.321,586.376,77.646
+validation,427,4.263972,1773.235139,416.086042,572.554,573.992,210.129

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_variable_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,
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+  "experiment_timestamp": "2026-02-12T14:49:18.493197"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_variable_maxtok128_nocap/phase_transitions.json

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+    "timestamp_ms": 1770875314818.9792,
+    "phase": "inference",
+    "sub_phase": "req_27_prefill"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:34.853729",
+    "timestamp_ms": 1770875314853.7388,
+    "phase": "inference",
+    "sub_phase": "req_27_decode"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:34.885053",
+    "timestamp_ms": 1770875314885.062,
+    "phase": "inference",
+    "sub_phase": "req_27_idle_2.4s"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:37.262299",
+    "timestamp_ms": 1770875317262.334,
+    "phase": "inference",
+    "sub_phase": "req_28_prefill"
+  },
+  {
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+    "timestamp_ms": 1770875317298.5996,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:37.587572",
+    "timestamp_ms": 1770875317587.5803,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_7.8s"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:45.403654",
+    "timestamp_ms": 1770875325403.6887,
+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:45.438099",
+    "timestamp_ms": 1770875325438.1077,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:48.485014",
+    "timestamp_ms": 1770875328485.0227,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-12T14:48:48.485139",
+    "timestamp_ms": 1770875328485.1418,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_variable_maxtok128_nocap/samples/inference_results.csv

@@ -0,0 +1,66 @@
+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,18,65,33.54024887084961,1874.988079071045,"Explain why the following fraction is equivalent to 1/4
+4/16","
+Answer: 4/16 is equivalent to 1/4 because both fractions represent the same val"
+1,14,45,32.553911209106445,1261.610507965088,"Find the area of a circle given its radius.
+Radius = 4","
+A = πr^2
+A = π(4)^2
+A = 16π
+A = 50.27 square units
+Answer: 50.27 square units"
+2,13,1,33.51235389709473,30.254602432250977,Identify the lines of longitude that divides North and South America.,
+3,13,1,32.79995918273926,30.08866310119629,Generate a list of adjectives that describe a person as brave.,
+4,7,1,31.718015670776367,29.848337173461914,Give two examples of a liquid.,
+5,7,1,32.66429901123047,29.957056045532227,Give three tips for staying healthy.,
+6,12,6,32.33003616333008,171.87070846557617,"Identify the odd one out.
+Twitter, Instagram, Telegram",", LinkedIn
+Answer:"
+7,18,1,38.46478462219238,32.81378746032715,"Rewrite the following sentence using active voice.
+The news report was read by t",
+8,14,52,32.38201141357422,1431.628704071045,Generate a list of ten items a person might need for a camping trip,".
+1. Tent
+2. Sleeping bag
+3. Sleeping pad
+4. Headlamp
+5. Camping stove
+6. Cookin"
+9,16,37,35.19082069396973,1029.313325881958,What is the force on a 1 kg mass due to the gravitational force?," Also, what is the force on a 1 kg mass due to the electric force? How does the "
+10,8,1,34.38377380371094,30.439376831054688,Design an app for a delivery company.,
+11,19,40,36.59868240356445,1119.208574295044,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", rose bush, gold, snail, iron ore, cactus, goldfish, salt, rosemary, coral, gra"
+12,7,1,33.5235595703125,31.145334243774414,Describe the structure of an atom.,
+13,11,1,34.89565849304199,30.70068359375,Develop a plan to reduce electricity usage in a home.,
+14,21,35,35.6297492980957,993.6137199401855,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a","
+The sentence has a spelling mistake in the word ""finnished"" which should be ""fi"
+15,39,1,36.75484657287598,32.46808052062988,"Reverse engineer this code to create a new version
+def factorialize(num):
+  fact",
+16,7,128,34.502506256103516,3564.479112625122,Outline the consequences of deforestation.," Deforestation has numerous negative consequences, including but not limited to "
+17,6,90,34.393310546875,2473.2351303100586,What does DNA stand for?," What is its function in the body?
+
+DNA stands for deoxyribonucleic acid. It is "
+18,8,1,32.8366756439209,30.318260192871094,Provide one example for a cultural practice.,
+19,12,50,35.225629806518555,1401.7698764801025,"Generate three verbs that mean the same as ""to apologize"""," and provide an example sentence for each verb.
+1. To regret - I regret having h"
+20,7,1,41.77379608154297,34.17015075683594,Generate a poem that expresses joy.,
+21,66,1,56.349992752075195,33.80250930786133,"Rewrite the given paragraph in a shorter, easier to understand form.
+Although it",
+22,12,11,34.761667251586914,327.36682891845703,Describe a time when you had to make a difficult decision., What was the decision and what was the outcome?
+23,17,99,36.30232810974121,2744.765043258667,Calculate the total surface area of a cube with a side length of 5 cm.," The total surface area of a cube can be calculated using the formula:
+
+Surface "
+24,7,1,34.583091735839844,31.821489334106445,What is the capital of France?,
+25,11,6,32.747745513916016,181.32543563842773,Propose an ethical solution to the problem of data privacy," in the digital age.
+"
+26,17,19,36.78560256958008,543.5028076171875,"Convert the given equation into an algebraic expression.
+3x+5y=9","
+Answer: The algebraic expression is: 3x+5y=9."
+27,7,1,33.23483467102051,31.014442443847656,Generate a list of random words.,
+28,21,10,34.62982177734375,288.71607780456543,Arrange the words in the given sentence to form a grammatically correct sentence,"
+Answer: The quick brown fox jumped."
+29,15,110,32.85980224609375,3046.576976776123,"Write a short paragraph about the given topic.
+The importance of using renewable"," sources
+
+Renewable energy sources are an important part of any sustainable ener"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/05_inference_pattern_fixed_var_burst/llm_qwen3-4b_ds_alpaca_variable_maxtok128_nocap/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,3478,34.78095,1863.492565,53.578894,118.739,210.987,9.085
+idle_post,3000,29.990006,1750.034909,58.336959,95.969,208.286,7.353
+idle_pre,3421,34.718753,1840.776047,53.579227,78.631,80.887,6.777
+inference_decode,2291,22.908675,3249.559504,141.846757,208.934,210.092,12.014
+inference_idle,14540,145.402554,13298.642224,91.460921,160.847,209.883,77.372
+inference_prefill,111,1.107828,85.664205,77.274198,91.791,107.576,12.014
+train,41574,416.113219,236071.070623,567.31966,573.326,575.622,77.637
+validation,437,4.368341,1773.955637,406.170723,572.406,574.107,210.903

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/06_power_cap_345_460_575/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_cap345W/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": false,
+  "skip_inference": false,
+  "model": "qwen3-4b",
+  "power_cap": 345,
+  "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": "2026-02-12T16:10:08.793589"
+}

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/06_power_cap_345_460_575/llm_qwen3-4b_ds_alpaca_fixed_maxtok128_cap345W/phase_transitions.json

@@ -0,0 +1,620 @@
+[
+  {
+    "timestamp": "2026-02-12T15:57:05.723125",
+    "timestamp_ms": 1770879425723.1577,
+    "phase": "idle_pre",
+    "sub_phase": ""
+  },
+  {
+    "timestamp": "2026-02-12T15:57:35.723489",
+    "timestamp_ms": 1770879455723.5303,
+    "phase": "train",
+    "sub_phase": "start"
+  },
+  {
+    "timestamp": "2026-02-12T15:57:38.712564",
+    "timestamp_ms": 1770879458712.5784,
+    "phase": "train",
+    "sub_phase": "epoch_1_start"
+  },
+  {
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+    "timestamp_ms": 1770879630066.4558,
+    "phase": "validation",
+    "sub_phase": "epoch_1"
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+  {
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+    "timestamp_ms": 1770879631462.053,
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+  },
+  {
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+    "phase": "validation",
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+  {
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+    "phase": "train",
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+  {
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+    "timestamp_ms": 1770879976411.0266,
+    "phase": "validation",
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+  },
+  {
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+    "timestamp_ms": 1770879977808.79,
+    "phase": "train",
+    "sub_phase": "finished"
+  },
+  {
+    "timestamp": "2026-02-12T16:06:17.816546",
+    "timestamp_ms": 1770879977816.5542,
+    "phase": "idle_mid",
+    "sub_phase": ""
+  },
+  {
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+    "timestamp_ms": 1770880007816.7737,
+    "phase": "inference",
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+  },
+  {
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+    "timestamp_ms": 1770880015548.727,
+    "phase": "inference",
+    "sub_phase": "session_start_pattern_fixed"
+  },
+  {
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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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+  },
+  {
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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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+  },
+  {
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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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+    "timestamp_ms": 1770880089841.9294,
+    "phase": "inference",
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+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_13_decode"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_13_idle_between"
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