Upload batch 20/20 (47 files)

.gitattributes

@@ -97,3 +97,5 @@ outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap360/r01/l
 outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280/r01/llm_qwen3-4b_gpu0_ds_alpaca_fixed_maxtok128_cap280W/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
 outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280/r01/llm_llama3.1-8b_gpu0_ds_alpaca_fixed_maxtok128_cap280W/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
 outputs/llm_power_experiment/14_control_sim_matrix_train_infer_idle/cap280/r01/llm_mistral-7b_gpu0_ds_alpaca_fixed_maxtok128_cap280W/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/Vision_Transformer_baseline/fixed_vit_l_16_cifar10_nocap_fixed/samples/gpu_samples.csv filter=lfs diff=lfs merge=lfs -text
+outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/Vision_Transformer_baseline/fixed_vit_l_16_cifar10_nocap_fixed/plots/gpu_power_interactive.html filter=lfs diff=lfs merge=lfs -text

outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/CNN_baseline/fixed_resnet18_cifar10_nocap_fixed/config.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/CNN_baseline/fixed_resnet18_cifar10_nocap_fixed/phase_transitions.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/CNN_baseline/fixed_resnet50_cifar10_nocap_fixed/config.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/CNN_baseline/fixed_resnet50_cifar10_nocap_fixed/phase_transitions.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/CNN_baseline/fixed_vgg16_cifar10_nocap_fixed/config.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/CNN_baseline/fixed_vgg16_cifar10_nocap_fixed/phase_transitions.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/Vision_Transformer_baseline/fixed_vit_b_16_cifar10_nocap_fixed/config.json

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+    "timestamp_ms": 1770983852547.1277,
+    "phase": "idle_post",
+    "sub_phase": ""
+  }
+]

outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/Vision_Transformer_baseline/fixed_vit_l_16_cifar10_nocap_fixed/config.json

@@ -0,0 +1,30 @@
+{
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+  "idle_pre_duration": 30.0,
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+  "idle_post_duration": 30.0,
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+  "batch_size": 64,
+  "learning_rate": 0.01,
+  "num_workers": 4,
+  "automl_n_trials": 10,
+  "automl_max_epochs_per_trial": 3,
+  "automl_pruning": true,
+  "inference_total_requests": 60,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
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+  "inference_burst_count": 5,
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+  "clock_lock_gpu": null,
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+  "ramp_enabled": false,
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+  "ramp_end_w": null,
+  "ramp_steps": 5,
+  "ramp_step_duration": 3.0,
+  "device": "cuda:0",
+  "gpu_index": 0
+}

outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/Vision_Transformer_baseline/fixed_vit_l_16_cifar10_nocap_fixed/phase_transitions.json

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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/sample_test/diffusion_sd15_steps_10_fixed_nocap/config.json

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+{
+  "sampling_interval_ms": 10.0,
+  "idle_pre_duration": 10.0,
+  "idle_mid_duration": 10.0,
+  "idle_post_duration": 10.0,
+  "train_epochs": 5,
+  "batch_size": 64,
+  "learning_rate": 0.01,
+  "num_workers": 4,
+  "automl_n_trials": 10,
+  "automl_max_epochs_per_trial": 3,
+  "automl_pruning": true,
+  "inference_total_requests": 3,
+  "inference_interval_sec": 5.0,
+  "inference_pattern": "fixed",
+  "inference_variable_min": 2.0,
+  "inference_variable_max": 10.0,
+  "inference_burst_count": 5,
+  "inference_burst_gap": 1.0,
+  "inference_burst_pause": 15.0,
+  "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,
+  "diffusion_steps": 10,
+  "model": "sd15",
+  "power_cap": null,
+  "model_type": "diffusion",
+  "hf_model": "stable-diffusion-v1-5/stable-diffusion-v1-5"
+}

outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/sample_test/diffusion_sd15_steps_10_fixed_nocap/phase_transitions.json

@@ -0,0 +1,44 @@
+[
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outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/sample_test/diffusion_sd15_steps_10_fixed_nocap/samples/generation_results.csv

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+request_idx,prompt_len_chars,num_steps,generation_time_s,pattern
+0,63,10,0.486,fixed
+1,64,10,0.181,fixed
+2,62,10,0.181,fixed

outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/sample_test/fixed_resnet18_cifar10_nocap_fixed/config.json

@@ -0,0 +1,30 @@
+{
+  "sampling_interval_ms": 10.0,
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+  "num_workers": 4,
+  "automl_n_trials": 10,
+  "automl_max_epochs_per_trial": 3,
+  "automl_pruning": true,
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+  "inference_interval_sec": 5.0,
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+  "ramp_steps": 5,
+  "ramp_step_duration": 3.0,
+  "device": "cuda:0",
+  "gpu_index": 0
+}

outputs/archive_legacy/gpu_power_experiment_legacy_20260216_185624/sample_test/fixed_resnet18_cifar10_nocap_fixed/phase_transitions.json

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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_maxtok256_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
+0,11,1,29.291868209838867,86.53831481933594,Develop a plan to reduce electricity usage in a home.,
+1,12,1,33.913612365722656,30.241727828979492,Compare and contrast the Cuban Missile Crisis and the Vietnam War.,
+2,7,1,31.863927841186523,29.953479766845703,Give two examples of a liquid.,
+3,11,1,33.69283676147461,31.633615493774414,Explain the concept of artificial intelligence in simple terms.,
+4,46,1,36.249637603759766,31.279802322387695,"Extract the facts from the paragraph.
+Online education continues to become more ",
+5,21,35,33.36191177368164,950.6769180297852,"Arrange the given numbers in ascending order.
+2, 4, 0, 8, 3",", 6, 1, 5
+Answer:
+
+0, 1, 2, 3, 4, 5, 6, 8"
+6,31,1,36.05818748474121,32.37438201904297,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}",
+7,7,77,33.04481506347656,2089.099884033203,Describe the function of a computer motherboard,".
+Answer: A computer motherboard is the main circuit board of a computer. It con"
+8,7,7,32.31072425842285,199.27072525024414,How can we reduce air pollution?, (100 words)
+9,30,1,32.601356506347656,29.5870304107666,"Analyze the given text for its tone.
+The world has been greatly impacted by the ",
+10,7,1,32.804250717163086,31.10527992248535,What is the capital of France?,
+11,13,1,32.300710678100586,29.419422149658203,Identify the lines of longitude that divides North and South America.,
+12,12,1,31.21042251586914,29.982805252075195,Describe a time when you had to make a difficult decision.,
+13,18,82,31.972885131835938,2231.872081756592,"Explain why the following fraction is equivalent to 1/4
+4/16","
+Answer: We can simplify the fraction 4/16 by dividing both the numerator and th"
+14,14,55,31.690597534179688,1469.5367813110352,Generate a list of ten items a person might need for a camping trip,".
+1. Tent
+2. Sleeping bag
+3. Cooking utensils
+4. Flashlight
+5. First aid kit
+6. "
+15,11,6,31.805992126464844,167.3417091369629,Propose an ethical solution to the problem of data privacy," in the digital age.
+"
+16,11,1,30.922412872314453,29.09255027770996,Explain the process of cellular respiration in plants.,
+17,20,1,37.54425048828125,32.84931182861328,Write a short story in third person narration about a protagonist who has to mak,
+18,9,1,29.963254928588867,28.688430786132812,Design a logo for a website about recycling.,
+19,8,192,32.56654739379883,5122.986793518066,Look up the boiling point of water.," Then calculate the boiling point of water at an altitude of 10,000 feet. Show y"
+20,7,1,30.979394912719727,28.904199600219727,Outline the consequences of deforestation.,
+21,21,21,34.850120544433594,571.4271068572998,"Evaluate this sentence for spelling and grammar mistakes
+He finnished his meal a","
+Spelling mistakes: finnished, resturant
+Grammar mistakes: No grammar mistakes."
+22,12,1,33.50329399108887,30.49445152282715,"Generate three verbs that mean the same as ""to apologize""",
+23,31,1,32.49359130859375,30.92479705810547,"Edit the following sentence to make it more concise.
+He ran to the bus stop in o",
+24,13,1,33.37526321411133,31.265974044799805,Generate a list of adjectives that describe a person as brave.,
+25,12,7,33.80107879638672,198.55093955993652,"Identify the odd one out.
+Twitter, Instagram, Telegram",", Facebook
+Answer:
+
+Telegram"
+26,9,10,33.43605995178223,287.2617244720459,Render a 3D model of a house," with a blue roof and a red door.
+"
+27,9,1,32.56344795227051,29.364585876464844,Generate a poem with 10 lines.,
+28,7,1,33.757686614990234,31.261682510375977,Give three tips for staying healthy.,
+29,7,1,35.70270538330078,32.09114074707031,Generate a list of random words.,

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok256_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
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+idle_post,3000,29.990011,1637.447137,54.584469,79.126,84.026,8.147
+idle_pre,3434,34.804571,1852.142763,53.740668,79.526,81.068,8.146
+inference_decode,1398,13.979401,2052.73756,146.837479,212.741,213.685,14.425
+inference_idle,14501,145.011002,12570.10448,86.683857,121.13,213.685,14.425
+inference_prefill,103,1.033229,77.776384,75.493097,78.558,78.591,14.425
+train,41564,416.012878,235926.379158,567.102568,573.459,574.85,78.254
+validation,394,3.943058,1668.780666,423.748784,573.504,574.098,211.379

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok32_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
+0,14,32,32.155752182006836,904.7296047210693,"Find the area of a circle given its radius.
+Radius = 4"," cm
+A = pi * r^2
+A = pi * 4^2
+A = 16 pi
+A = 50."
+1,8,1,30.730724334716797,28.445720672607422,Provide one example for a cultural practice.,
+2,9,1,32.02462196350098,29.860258102416992,Who is the world's most famous painter?,
+3,31,1,34.6376895904541,30.930280685424805,"Given a set of numbers, find the maximum value.
+Set: {10, 3, 25, 6, 16}",
+4,12,7,36.081552505493164,200.12760162353516,"Identify the odd one out.
+Twitter, Instagram, Telegram",", Facebook
+Answer: Telegram"
+5,12,16,31.651735305786133,433.3357810974121,Describe a time when you had to make a difficult decision.," What were the factors that influenced your decision, and what was the outcome?"
+6,16,32,33.590078353881836,860.572099685669,What is the force on a 1 kg mass due to the gravitational force?," - Quora
+What is the force on a 1 kg mass due to the gravitational force?
+Sort
+R"
+7,31,1,33.89763832092285,31.904220581054688,"Edit the following sentence to make it more concise.
+He ran to the bus stop in o",
+8,18,32,34.88898277282715,862.5555038452148,"Explain why the following fraction is equivalent to 1/4
+4/16","
+Answer:
+The fraction $\dfrac{4}{16}$ is equivalent to $\dfrac{1}{4}$ because wh"
+9,11,32,32.311439514160156,857.306718826294,What is the product of 6 and 2?," Also, what is the product of 2 and 6?
+
+The product of 6 and 2 is 12. The produc"
+10,7,1,31.28528594970703,29.503822326660156,Generate a list of random words.,
+11,7,32,33.55121612548828,878.288984298706,Discuss the causes of the Great Depression," and its impact on the economy.
+The Great Depression was a severe worldwide econ"
+12,11,1,34.536123275756836,31.265735626220703,Explain the concept of artificial intelligence in simple terms.,
+13,6,32,32.95612335205078,861.2926006317139,How did Julius Caesar die?, Julius Caesar was assassinated on the Ides of March (March 15) in 44 BCE. He wa
+14,8,27,31.646728515625,721.2674617767334,Look up the boiling point of water.," What is the boiling point of water in degrees Celsius?
+Answer:
+
+The boiling poi"
+15,9,18,32.11498260498047,495.6057071685791,Explain the concept of cogging torque.," | Physics Forums
+Forums
+Homework Help
+Engineering and Comp Sci Homework Help"
+16,7,1,34.0883731842041,29.378414154052734,What is the capital of France?,
+17,46,24,34.81793403625488,653.9895534515381,"Extract the facts from the paragraph.
+Online education continues to become more ", Online education can be used to supplement traditional education as well as rep
+18,7,1,31.73375129699707,29.318809509277344,Give three tips for staying healthy.,
+19,9,1,32.00125694274902,29.546022415161133,Brainstorm possible solutions to reduce water pollution.,
+20,8,1,29.939651489257812,28.649568557739258,Design an app for a delivery company.,
+21,12,32,32.96971321105957,862.393856048584,"Generate three verbs that mean the same as ""to apologize"""," and include an example sentence for each verb.
+1. To regret: I regret not being"
+22,21,16,34.88945960998535,440.5694007873535,"Arrange the given numbers in ascending order.
+2, 4, 0, 8, 3",", 5, 1, 6, 9, 7"
+23,11,1,31.89873695373535,30.111074447631836,Explain the process of cellular respiration in plants.,
+24,18,1,34.50775146484375,32.503366470336914,"Rewrite the following sentence using active voice.
+The news report was read by t",
+25,19,13,34.12127494812012,359.3790531158447,"Classify the following into animals, plants, and minerals
+Oak tree, copper ore, ",", grass, gold, butterfly, salt, and coral."
+26,13,1,36.14449501037598,29.88123893737793,Generate a list of adjectives that describe a person as brave.,
+27,7,1,31.998872756958008,27.96196937561035,Generate a poem that expresses joy.,
+28,18,1,35.48455238342285,31.736373901367188,"Explain why the given definition is wrong.
+A mole is an animal that lives underg",
+29,23,32,35.54344177246094,880.345344543457,Variable x is defined as “4x + 2y = 10”. Find the value of x.," To solve for x, we can use the given equation:
+
+4x + 2y = 10
+
+Subtracting 2y fr"

outputs/archive_legacy/llm_power_experiment_legacy_20260216_130144/04_decode_length_32_256_512/llm_qwen3-4b_ds_alpaca_fixed_maxtok32_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,3206,32.060001,1833.515276,57.189934,112.44,345.767,9.413
+idle_post,3000,29.990001,1724.326701,57.480057,115.454,177.678,7.619
+idle_pre,3426,34.784199,1845.197242,53.588393,78.594,80.957,7.608
+inference_decode,1072,10.719172,951.747557,88.788788,123.32,148.131,10.357
+inference_idle,14501,145.012044,13002.82696,89.667346,135.257,195.461,77.461
+inference_prefill,107,1.068788,80.676101,75.487869,78.656,78.666,10.357
+train,41562,416.005698,235966.660412,567.21008,573.511,596.621,77.449
+validation,382,3.819705,1639.762543,429.493168,572.351,572.351,212.341