Upload batch 6/20 (100 files)

.gitattributes

@@ -58,3 +58,13 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap200/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap200W/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap200/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap200W/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap200/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap200W/plots/gpu_power_interactive_cap_200_2.html filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap200/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap200W/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap200/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap200W/plots/gpu_power_interactive_cap_200_1.html filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_nocap/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap/r02/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_nocap/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/nocap/r02/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_nocap/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text

outputs/llm_power_experiment/02_decode_length_32_128/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_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,3259,32.589995,315.691709,9.686778,14.756,14.891,8.086
+idle_post,3000,29.990004,1738.090513,57.939365,100.599,155.408,8.555
+idle_pre,3001,30.01007,1574.056232,52.450822,78.46,80.266,8.336
+inference,2,0.019997,0.171331,8.568,8.568,8.568,8.568
+inference_decode,1258,12.579192,1071.341996,85.168576,117.96195,142.566,15.978
+inference_idle,14503,145.031649,15060.587644,103.843522,167.701,182.323,77.273
+inference_prefill,80,0.799165,42.153896,52.7747,78.37235,78.645,8.568

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok256_nocap/config.json

@@ -0,0 +1,61 @@
+{
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+  "inference_pattern": "fixed",
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+  "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,
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+  "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",
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+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
+    "cuda_version": "13.0"
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+  "experiment_timestamp": "2026-02-16T14:28:19.895784"
+}

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok256_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
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+    "sub_phase": "req_22_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:26:49.369201",
+    "timestamp_ms": 1771219609369.2107,
+    "phase": "inference",
+    "sub_phase": "req_22_idle_between"
+  },
+  {
+    "timestamp": "2026-02-16T14:26:54.370628",
+    "timestamp_ms": 1771219614370.663,
+    "phase": "inference",
+    "sub_phase": "req_23_prefill"
+  },
+  {
+    "timestamp": "2026-02-16T14:26:54.389517",
+    "timestamp_ms": 1771219614389.5278,
+    "phase": "inference",
+    "sub_phase": "req_23_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:26:58.039830",
+    "timestamp_ms": 1771219618039.8457,
+    "phase": "inference",
+    "sub_phase": "req_23_idle_between"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:03.041137",
+    "timestamp_ms": 1771219623041.1736,
+    "phase": "inference",
+    "sub_phase": "req_24_prefill"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:03.061241",
+    "timestamp_ms": 1771219623061.2517,
+    "phase": "inference",
+    "sub_phase": "req_24_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:06.620655",
+    "timestamp_ms": 1771219626620.6626,
+    "phase": "inference",
+    "sub_phase": "req_24_idle_between"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:11.621943",
+    "timestamp_ms": 1771219631621.9775,
+    "phase": "inference",
+    "sub_phase": "req_25_prefill"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:11.639749",
+    "timestamp_ms": 1771219631639.7585,
+    "phase": "inference",
+    "sub_phase": "req_25_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:15.259260",
+    "timestamp_ms": 1771219635259.2676,
+    "phase": "inference",
+    "sub_phase": "req_25_idle_between"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:20.260560",
+    "timestamp_ms": 1771219640260.5935,
+    "phase": "inference",
+    "sub_phase": "req_26_prefill"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:20.279296",
+    "timestamp_ms": 1771219640279.3071,
+    "phase": "inference",
+    "sub_phase": "req_26_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:23.905038",
+    "timestamp_ms": 1771219643905.0469,
+    "phase": "inference",
+    "sub_phase": "req_26_idle_between"
+  },
+  {
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+    "timestamp_ms": 1771219648906.4067,
+    "phase": "inference",
+    "sub_phase": "req_27_prefill"
+  },
+  {
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+    "timestamp_ms": 1771219648925.6265,
+    "phase": "inference",
+    "sub_phase": "req_27_decode"
+  },
+  {
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+    "timestamp_ms": 1771219652578.4155,
+    "phase": "inference",
+    "sub_phase": "req_27_idle_between"
+  },
+  {
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+    "timestamp_ms": 1771219657579.8254,
+    "phase": "inference",
+    "sub_phase": "req_28_prefill"
+  },
+  {
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+    "timestamp_ms": 1771219657598.8281,
+    "phase": "inference",
+    "sub_phase": "req_28_decode"
+  },
+  {
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+    "timestamp_ms": 1771219661238.8022,
+    "phase": "inference",
+    "sub_phase": "req_28_idle_between"
+  },
+  {
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+    "timestamp_ms": 1771219666240.193,
+    "phase": "inference",
+    "sub_phase": "req_29_prefill"
+  },
+  {
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+    "timestamp_ms": 1771219666259.8,
+    "phase": "inference",
+    "sub_phase": "req_29_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:49.891181",
+    "timestamp_ms": 1771219669891.1887,
+    "phase": "inference",
+    "sub_phase": "session_finished"
+  },
+  {
+    "timestamp": "2026-02-16T14:27:49.891268",
+    "timestamp_ms": 1771219669891.2708,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok256_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
+0,7,101,279.5248031616211,1438.5108947753906,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,7,256,18.335819244384766,3569.873809814453,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,7,256,21.73328399658203,3584.6192836761475,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,7,256,18.903493881225586,3571.826696395874,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,12,256,18.080472946166992,3556.154251098633,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"
+5,12,209,18.20516586303711,2874.424457550049,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,18,256,18.607616424560547,3594.9292182922363,"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}{"
+7,20,256,18.785715103149414,3617.978096008301,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
+8,9,256,18.805503845214844,3671.640157699585,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"
+9,21,256,17.344236373901367,3653.7086963653564,"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"
+10,6,227,19.56486701965332,3235.124111175537,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,7,140,19.173145294189453,1993.6256408691406,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,14,128,18.435001373291016,1824.796438217163,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 "
+13,7,256,18.48125457763672,3661.597490310669,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,19,256,19.477128982543945,3652.4670124053955,"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 "
+15,11,256,20.071744918823242,3649.5418548583984,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,7,256,17.876625061035156,3635.6019973754883,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,39,256,18.680572509765625,3638.8847827911377,"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"
+18,11,256,17.106294631958008,3639.803409576416,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 "
+19,12,256,19.56462860107422,3575.531005859375,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,6,256,18.163681030273438,3588.4902477264404,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,12,256,18.891096115112305,3562.1156692504883,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,7,256,22.616147994995117,3646.2252140045166,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,13,256,18.60952377319336,3650.0043869018555,"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"
+24,9,256,19.833087921142578,3559.096336364746,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,9,256,17.554044723510742,3619.22550201416,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,8,256,18.483638763427734,3625.4398822784424,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,10,256,18.985986709594727,3652.5022983551025,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,14,256,18.746137619018555,3639.6875381469727,"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 = "
+29,13,256,19.367218017578125,3631.1123371124268,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/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok256_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,3279,32.789999,305.828492,9.32686,14.001,15.038,7.457
+idle_post,3000,29.990056,1844.239861,61.476987,115.14,288.339,7.959
+idle_pre,3001,30.010071,1602.606878,53.402125,78.692,81.448,9.172
+inference,2,0.019992,0.14908,7.457,7.457,7.457,7.457
+inference_decode,10183,101.828956,23629.733066,232.052152,293.952,296.876,7.457
+inference_idle,14502,145.021068,17810.108217,122.809769,287.383,294.409,77.536
+inference_prefill,85,0.849989,46.642753,54.875129,78.6836,78.824,7.457

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_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": 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": 32,
+  "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": "2026-02-16T14:22:29.867974"
+}

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_nocap/phase_transitions.json

@@ -0,0 +1,578 @@
+[
+  {
+    "timestamp": "2026-02-16T14:18:18.144628",
+    "timestamp_ms": 1771219098144.6387,
+    "phase": "idle_pre",
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+    "phase": "train",
+    "sub_phase": "skipped"
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+  {
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+    "phase": "idle_mid",
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+  {
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+    "timestamp_ms": 1771219158145.1628,
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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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+  {
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+  {
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+    "timestamp_ms": 1771219265256.0073,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771219270257.2056,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771219270275.6448,
+    "phase": "inference",
+    "sub_phase": "req_20_decode"
+  },
+  {
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+    "timestamp_ms": 1771219270716.0679,
+    "phase": "inference",
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+  {
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+    "timestamp_ms": 1771219275717.4785,
+    "phase": "inference",
+    "sub_phase": "req_21_prefill"
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+  {
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+    "timestamp_ms": 1771219275735.369,
+    "phase": "inference",
+    "sub_phase": "req_21_decode"
+  },
+  {
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+    "timestamp_ms": 1771219276170.703,
+    "phase": "inference",
+    "sub_phase": "req_21_idle_between"
+  },
+  {
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+    "timestamp_ms": 1771219281172.012,
+    "phase": "inference",
+    "sub_phase": "req_22_prefill"
+  },
+  {
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+    "timestamp_ms": 1771219281189.8696,
+    "phase": "inference",
+    "sub_phase": "req_22_decode"
+  },
+  {
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+    "timestamp_ms": 1771219281637.155,
+    "phase": "inference",
+    "sub_phase": "req_22_idle_between"
+  },
+  {
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+    "phase": "inference",
+    "sub_phase": "req_23_prefill"
+  },
+  {
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+    "timestamp_ms": 1771219286657.0378,
+    "phase": "inference",
+    "sub_phase": "req_23_decode"
+  },
+  {
+    "timestamp": "2026-02-16T14:21:27.092014",
+    "timestamp_ms": 1771219287092.0225,
+    "phase": "inference",
+    "sub_phase": "req_23_idle_between"
+  },
+  {
+    "timestamp": "2026-02-16T14:21:32.093171",
+    "timestamp_ms": 1771219292093.2058,
+    "phase": "inference",
+    "sub_phase": "req_24_prefill"
+  },
+  {
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+    "timestamp_ms": 1771219292111.928,
+    "phase": "inference",
+    "sub_phase": "req_24_decode"
+  },
+  {
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+    "timestamp_ms": 1771219292545.758,
+    "phase": "inference",
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+  {
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+    "phase": "inference",
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+  {
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+  {
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+    "phase": "inference",
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+  {
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+    "phase": "inference",
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+  {
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+  {
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+  {
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+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_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
+0,7,32,288.8600826263428,458.3311080932617,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,7,32,20.220518112182617,432.21139907836914,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,7,32,19.624710083007812,438.18092346191406,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,7,32,18.099546432495117,436.65480613708496,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,12,32,17.243623733520508,429.8691749572754,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"
+5,12,32,18.591642379760742,436.27262115478516,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,18,32,20.200490951538086,442.17944145202637,"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}{"
+7,20,32,20.398616790771484,445.94717025756836,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
+8,9,32,20.874500274658203,458.33349227905273,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"
+9,21,32,20.064353942871094,445.01233100891113,"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"
+10,6,32,21.90685272216797,434.48567390441895,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,7,32,17.720460891723633,438.1444454193115,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,14,32,18.67532730102539,436.5079402923584,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 "
+13,7,32,19.003868103027344,440.7153129577637,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,19,32,18.524646759033203,432.28673934936523,"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 "
+15,11,32,17.68326759338379,447.39556312561035,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,7,32,18.70894432067871,436.3265037536621,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,39,32,20.505189895629883,435.32586097717285,"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"
+18,11,32,17.28987693786621,428.41529846191406,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 "
+19,12,32,18.26190948486328,438.5561943054199,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,6,32,18.216371536254883,440.2139186859131,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,12,32,17.66180992126465,435.1370334625244,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,7,32,17.628192901611328,447.0815658569336,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,13,32,18.285036087036133,434.7834587097168,"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"
+24,9,32,18.49651336669922,433.63070487976074,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,9,32,19.082069396972656,437.3471736907959,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,8,32,18.796920776367188,458.2712650299072,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,10,32,17.26508140563965,434.56482887268066,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,14,32,18.451213836669922,435.69183349609375,"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 = "
+29,13,32,19.89459991455078,445.0798034667969,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/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok32_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,3260,32.599953,308.415283,9.460576,14.306,14.453,7.745
+idle_post,3000,29.990037,1767.194584,58.909365,125.04,159.079,8.411
+idle_pre,3001,30.010115,1585.73269,52.839938,78.543,81.103,8.044
+inference,2,0.019993,0.177717,8.889,8.889,8.889,8.889
+inference_decode,1317,13.169953,1106.066293,83.984027,121.066,163.969,8.889
+inference_idle,14506,145.060436,15055.021566,103.784482,172.858,181.39,23.546
+inference_prefill,86,0.859627,46.296709,53.868209,78.374,78.443,8.889

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok512_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": 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": 512,
+  "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,
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+}

outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok512_nocap/phase_transitions.json

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outputs/llm_power_experiment/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok512_nocap/samples/inference_results.csv

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+request_idx,input_tokens,output_tokens,prefill_time_ms,decode_time_ms,prompt_preview,output_preview
+0,7,101,280.06768226623535,1371.4377880096436,Give three tips for staying healthy.," 1. Eat a balanced diet rich in fruits, vegetables, whole grains, lean proteins,"
+1,7,512,17.019033432006836,6915.634632110596,What are the three primary colors?," What are the three secondary colors? What are the three tertiary colors?
+
+The t"
+2,7,512,17.561912536621094,6756.337642669678,Describe the structure of an atom.," Include the subatomic particles, their charges, and their locations within the "
+3,7,512,17.20261573791504,6738.798141479492,How can we reduce air pollution?, What are the main sources of air pollution? What are the health effects of air 
+4,12,512,16.902446746826172,6709.6757888793945,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"
+5,12,209,16.35575294494629,2742.5355911254883,"Identify the odd one out.
+Twitter, Instagram, Telegram",", WhatsApp
+
+The odd one out is **Telegram**.
+
+**Reasoning:**
+- **Twitter**, **In"
+6,18,512,19.751310348510742,6712.98623085022,"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}{"
+7,20,512,17.45438575744629,6753.007888793945,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
+8,9,512,16.79825782775879,6746.929883956909,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"
+9,21,512,17.365455627441406,6761.69490814209,"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"
+10,6,227,20.786046981811523,2965.1219844818115,How did Julius Caesar die?," Julius Caesar died by **assassination**. On the Ides of March (March 15), 44 BC"
+11,7,140,16.258955001831055,1801.7172813415527,What is the capital of France?," The capital of France is Paris. It is a major cultural, economic, and political"
+12,14,128,16.90816879272461,1664.313554763794,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 "
+13,7,512,15.828609466552734,6785.408973693848,Discuss the causes of the Great Depression,", and how it affected the global economy.
+
+The Great Depression was a severe wor"
+14,19,512,17.669677734375,6781.223297119141,"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 "
+15,11,512,18.007278442382812,6757.0319175720215,Explain the use of word embeddings in Natural Language Processing," (NLP), and how they help in representing text data.
+
+Word embeddings are a type"
+16,7,405,17.30656623840332,5336.717844009399,Describe the function of a computer motherboard,".
+
+The **motherboard** is the central component of a computer system that connec"
+17,39,512,18.950939178466797,6767.184734344482,"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"
+18,11,512,17.647981643676758,6730.373382568359,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 "
+19,12,512,16.22629165649414,6755.500555038452,"Generate three verbs that mean the same as ""to apologize"""," and provide a synonym for each.
+
+Certainly! Here are three verbs that mean the "
+20,6,512,17.071008682250977,6785.359621047974,What does DNA stand for?, What is the structure of DNA? What are the four nitrogenous bases in DNA? How d
+21,12,512,18.73016357421875,6734.337329864502,Compare and contrast the Cuban Missile Crisis and the Vietnam War.," What were the key differences and similarities between these two events?
+
+The C"
+22,7,280,17.404556274414062,3663.198232650757,Generate a list of random words.," Here is a list of 10 random words: 
+
+1. Quibble  
+2. Glimmer  
+3. Mirth  
+4. Ze"
+23,13,512,17.94290542602539,6728.515625,"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"
+24,9,408,16.47043228149414,5354.440212249756,Who is the world's most famous painter?," The title of the ""world's most famous painter"" can vary depending on cultural c"
+25,9,512,19.370317459106445,6741.192102432251,Explain the concept of cogging torque.," Cogging torque is a phenomenon observed in electric motors, particularly in per"
+26,8,512,17.322063446044922,6747.8132247924805,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius and degrees Fahrenheit?
+
+"
+27,10,512,19.29330825805664,6772.470712661743,Describe the life and reign of King Charles II.," King Charles II of England (1630–1685) was the monarch of England, Scotland, an"
+28,14,512,16.567468643188477,6738.54923248291,"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 = "
+29,13,512,18.1729793548584,6813.535928726196,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/04_decode_length_32_256_512/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok512_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,3269,32.689973,313.902395,9.602183,14.567,14.884,7.738
+idle_post,3000,29.989958,1903.923634,63.467131,132.862,306.079,8.425
+idle_pre,3001,30.010091,1574.822336,52.476258,78.407,81.83,8.099
+inference,2,0.019999,0.16929,8.465,8.465,8.465,8.465
+inference_decode,17362,173.619887,46206.355583,266.134713,307.275,309.218,8.465
+inference_idle,14505,145.051243,18530.060449,127.748967,304.379,309.218,77.781
+inference_prefill,81,0.808914,43.824297,54.208815,78.891,79.14,8.465

outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap200/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap200W/config.json

@@ -0,0 +1,62 @@
+{
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+  "idle_post_duration": 30.0,
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+  "lora_r": 16,
+  "lora_alpha": 32,
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+  "inference_burst_pause": 15.0,
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+  "concurrent_burst_duration_s": 30.0,
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+  "prompt_set": "alpaca",
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+  "power_cap": 200,
+  "gpu_info": {
+    "gpu_name": "NVIDIA RTX PRO 6000 Blackwell Workstation Edition",
+    "tdp_w": 600,
+    "memory_total_mb": 97887,
+    "driver_version": "580.82.07",
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+  },
+  "experiment_timestamp": "2026-02-19T06:11:58.138585"
+}

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+}