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| <h1>GPU Power Experiment Results</h1> |
| <p class="subtitle">AI Datacenter Power Profile Analysis — Transfer Package</p> |
|
|
| <div class="meta-bar"> |
| <div class="meta-item"><strong>12</strong> Experiment Groups</div> |
| <div class="meta-item"><strong>31</strong> Total Runs</div> |
| <div class="meta-item">Hardware: <strong>NVIDIA RTX A6000 / PRO 6000</strong></div> |
| <div class="meta-item">Sampling: <strong>10 ms (NVML)</strong></div> |
| <div class="meta-item">Generated: <strong>2026-02-19 13:10</strong></div> |
| </div> |
|
|
| <div class="glossary"> |
| <h2>Quick Reference — Column Definitions</h2> |
| <dl> |
| <dt>Idle Avg (W)</dt> |
| <dd>Average power during pre-experiment idle phase (GPU loaded but no computation).</dd> |
| <dt>Train Avg / Peak (W)</dt> |
| <dd>Average and peak power during model training compute (forward + backward pass).</dd> |
| <dt>Val Avg (W)</dt> |
| <dd>Average power during validation (forward pass only, no gradients).</dd> |
| <dt>Infer Idle (W)</dt> |
| <dd>Average power between inference requests ("hot idle" — model stays loaded).</dd> |
| <dt>Energy (J)</dt> |
| <dd>Total energy consumed across all phases of the run.</dd> |
| </dl> |
| </div> |
|
|
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#00</span> |
| <span class="exp-title">Baseline Reference</span> |
| </div> |
| <p class="exp-desc">Standard conditions with no power throttling. Control experiment for comparison.</p> |
| <span class="exp-variable">Variable: None (control)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet50</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.7</td> |
| <td class="num">134.3</td> |
| <td class="num">178.0</td> |
| <td class="num">89.9</td> |
| <td class="num">78.1</td> |
| <td class="num">29670</td> |
| <td><a href="00_baseline_reference/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="00_baseline_reference/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#00</span> |
| <span class="exp-title">Smoke Test</span> |
| </div> |
| <p class="exp-desc">Quick end-to-end validation of the measurement pipeline.</p> |
| <span class="exp-variable">Variable: Pipeline validation</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">8</td> |
| <td>fixed</td> |
| <td class="num">52.2</td> |
| <td class="num">125.7</td> |
| <td class="num">137.2</td> |
| <td class="num">123.6</td> |
| <td class="num">23.7</td> |
| <td class="num">9149</td> |
| <td><a href="00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#01</span> |
| <span class="exp-title">Batch Size Sweep</span> |
| </div> |
| <p class="exp-desc">How does batch size affect power draw? Larger batches → higher GPU utilization → different power profiles.</p> |
| <span class="exp-variable">Variable: Batch size (16 / 64 / 128)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet50</td> |
| <td class="num">128</td> |
| <td>fixed</td> |
| <td class="num">51.8</td> |
| <td class="num">138.1</td> |
| <td class="num">211.8</td> |
| <td class="num">98.1</td> |
| <td class="num">78.2</td> |
| <td class="num">29205</td> |
| <td><a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs128_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs128_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet50</td> |
| <td class="num">16</td> |
| <td>fixed</td> |
| <td class="num">53.3</td> |
| <td class="num">139.9</td> |
| <td class="num">152.2</td> |
| <td class="num">132.5</td> |
| <td class="num">77.9</td> |
| <td class="num">32440</td> |
| <td><a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs16_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs16_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet50</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.5</td> |
| <td class="num">133.4</td> |
| <td class="num">173.2</td> |
| <td class="num">83.7</td> |
| <td class="num">78.3</td> |
| <td class="num">29732</td> |
| <td><a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#02</span> |
| <span class="exp-title">Operator Control (Variable Inference)</span> |
| </div> |
| <p class="exp-desc">Non-uniform inference request patterns, simulating real operator traffic.</p> |
| <span class="exp-variable">Variable: Variable inference interval</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>variable</td> |
| <td class="num">53.7</td> |
| <td class="num">128.5</td> |
| <td class="num">152.2</td> |
| <td class="num">133.8</td> |
| <td class="num">78.2</td> |
| <td class="num">34124</td> |
| <td><a href="02_operator_control/fixed_resnet18_cifar10_gpu0_bs64_ep5_req60_nocap_variable/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="02_operator_control/fixed_resnet18_cifar10_gpu0_bs64_ep5_req60_nocap_variable/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#03</span> |
| <span class="exp-title">Power Cap Sweep</span> |
| </div> |
| <p class="exp-desc">Effect of nvidia-smi power limits on performance and power. Tests whether power capping is effective.</p> |
| <span class="exp-variable">Variable: Power cap (345W / 460W / 575W)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">9.9</td> |
| <td class="num">111.6</td> |
| <td class="num">148.0</td> |
| <td class="num">148.6</td> |
| <td class="num">77.9</td> |
| <td class="num">27225</td> |
| <td><a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap345W_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap345W_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">9.4</td> |
| <td class="num">118.1</td> |
| <td class="num">147.3</td> |
| <td class="num">145.8</td> |
| <td class="num">78.1</td> |
| <td class="num">27206</td> |
| <td><a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap460W_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap460W_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.1</td> |
| <td class="num">102.0</td> |
| <td class="num">150.0</td> |
| <td class="num">79.7</td> |
| <td class="num">77.9</td> |
| <td class="num">28881</td> |
| <td><a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap575W_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap575W_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#04</span> |
| <span class="exp-title">Stepwise Power Ramp</span> |
| </div> |
| <p class="exp-desc">Gradually increasing/decreasing power limits to observe GPU adaptation behavior.</p> |
| <span class="exp-variable">Variable: Ramp enable</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">54.1</td> |
| <td class="num">105.8</td> |
| <td class="num">148.3</td> |
| <td class="num">79.3</td> |
| <td class="num">77.9</td> |
| <td class="num">29572</td> |
| <td><a href="04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#05</span> |
| <span class="exp-title">Inference Pattern Comparison</span> |
| </div> |
| <p class="exp-desc">Side-by-side comparison of three inference scheduling patterns and their grid impact.</p> |
| <span class="exp-variable">Variable: Pattern (fixed / variable / burst)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>burst</td> |
| <td class="num">51.9</td> |
| <td class="num">102.0</td> |
| <td class="num">151.7</td> |
| <td class="num">79.5</td> |
| <td class="num">78.4</td> |
| <td class="num">28671</td> |
| <td><a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.4</td> |
| <td class="num">100.1</td> |
| <td class="num">149.9</td> |
| <td class="num">80.6</td> |
| <td class="num">78.3</td> |
| <td class="num">28981</td> |
| <td><a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>variable</td> |
| <td class="num">52.3</td> |
| <td class="num">103.6</td> |
| <td class="num">150.7</td> |
| <td class="num">79.5</td> |
| <td class="num">78.0</td> |
| <td class="num">28852</td> |
| <td><a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_variable/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_variable/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#06</span> |
| <span class="exp-title">Model Architecture Scaling</span> |
| </div> |
| <p class="exp-desc">How different AI model architectures produce different power signatures. Models range from lightweight (~55W) to heavy (~310W).</p> |
| <span class="exp-variable">Variable: Model architecture (10 models)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>convnext_tiny</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.6</td> |
| <td class="num">325.6</td> |
| <td class="num">514.4</td> |
| <td class="num">264.8</td> |
| <td class="num">79.1</td> |
| <td class="num">42655</td> |
| <td><a href="06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>densenet121</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.7</td> |
| <td class="num">378.6</td> |
| <td class="num">436.7</td> |
| <td class="num">260.1</td> |
| <td class="num">79.2</td> |
| <td class="num">43719</td> |
| <td><a href="06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>efficientnet_b0</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.2</td> |
| <td class="num">310.7</td> |
| <td class="num">401.6</td> |
| <td class="num">166.6</td> |
| <td class="num">78.9</td> |
| <td class="num">38061</td> |
| <td><a href="06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>mobilenetv2</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">54.0</td> |
| <td class="num">103.0</td> |
| <td class="num">138.9</td> |
| <td class="num">81.8</td> |
| <td class="num">78.0</td> |
| <td class="num">29468</td> |
| <td><a href="06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.9</td> |
| <td class="num">101.9</td> |
| <td class="num">147.4</td> |
| <td class="num">80.7</td> |
| <td class="num">77.9</td> |
| <td class="num">28871</td> |
| <td><a href="06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet50</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.7</td> |
| <td class="num">134.7</td> |
| <td class="num">173.4</td> |
| <td class="num">92.4</td> |
| <td class="num">78.0</td> |
| <td class="num">29658</td> |
| <td><a href="06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnext50_32x4d</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.4</td> |
| <td class="num">381.1</td> |
| <td class="num">514.3</td> |
| <td class="num">287.4</td> |
| <td class="num">79.5</td> |
| <td class="num">45881</td> |
| <td><a href="06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>swin_t</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">51.8</td> |
| <td class="num">481.1</td> |
| <td class="num">512.4</td> |
| <td class="num">452.1</td> |
| <td class="num">80.2</td> |
| <td class="num">45197</td> |
| <td><a href="06_model_scaling_image/fixed_swin_t_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_swin_t_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>vgg16</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.1</td> |
| <td class="num">218.4</td> |
| <td class="num">287.3</td> |
| <td class="num">95.9</td> |
| <td class="num">78.0</td> |
| <td class="num">31082</td> |
| <td><a href="06_model_scaling_image/fixed_vgg16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_vgg16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>vit_b_16</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">51.7</td> |
| <td class="num">562.2</td> |
| <td class="num">585.8</td> |
| <td class="num">509.5</td> |
| <td class="num">80.2</td> |
| <td class="num">48888</td> |
| <td><a href="06_model_scaling_image/fixed_vit_b_16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="06_model_scaling_image/fixed_vit_b_16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#07</span> |
| <span class="exp-title">Dataset Comparison</span> |
| </div> |
| <p class="exp-desc">Whether the dataset (image resolution, number of classes) changes the power profile.</p> |
| <span class="exp-variable">Variable: Dataset (CIFAR-10 / CIFAR-100 / ImageNet)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet50</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.4</td> |
| <td class="num">131.6</td> |
| <td class="num">170.0</td> |
| <td class="num">85.2</td> |
| <td class="num">78.2</td> |
| <td class="num">29700</td> |
| <td><a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar100_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar100_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet50</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.7</td> |
| <td class="num">135.0</td> |
| <td class="num">172.6</td> |
| <td class="num">94.8</td> |
| <td class="num">78.3</td> |
| <td class="num">29821</td> |
| <td><a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet50</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.0</td> |
| <td class="num">479.7</td> |
| <td class="num">490.5</td> |
| <td class="num">163.7</td> |
| <td class="num">79.0</td> |
| <td class="num">338171</td> |
| <td><a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_imagenet_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_imagenet_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#08</span> |
| <span class="exp-title">Training Mode Comparison</span> |
| </div> |
| <p class="exp-desc">Fixed SGD training vs Optuna-based automated hyperparameter search.</p> |
| <span class="exp-variable">Variable: Training mode (fixed / automl)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">54.2</td> |
| <td class="num">102.5</td> |
| <td class="num">147.7</td> |
| <td class="num">82.2</td> |
| <td class="num">77.9</td> |
| <td class="num">28945</td> |
| <td><a href="08_train_modes_fixed_automl/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="08_train_modes_fixed_automl/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#09</span> |
| <span class="exp-title">Diffusion Models</span> |
| </div> |
| <p class="exp-desc">Stable Diffusion (SD1.5 / SDXL) power experiments.</p> |
| <span class="exp-variable">Variable: Diffusion model</span> |
| <p class="empty-msg">No completed runs in this experiment group.</p> |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#10</span> |
| <span class="exp-title">Checkpoint I/O Observation</span> |
| </div> |
| <p class="exp-desc">Periodic model saves create visible power spikes as GPU compute pauses for disk I/O.</p> |
| <span class="exp-variable">Variable: Checkpoint frequency</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.5</td> |
| <td class="num">—</td> |
| <td class="num">—</td> |
| <td class="num">79.4</td> |
| <td class="num">77.9</td> |
| <td class="num">29034</td> |
| <td><a href="10_checkpoint_iteration_observe/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="10_checkpoint_iteration_observe/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
| <div class="exp-card"> |
| <div class="exp-header"> |
| <span class="exp-number">#11</span> |
| <span class="exp-title">Clock Frequency Sweep</span> |
| </div> |
| <p class="exp-desc">Effect of locking GPU SM clocks at different frequencies. Lower clocks → less power, slower execution.</p> |
| <span class="exp-variable">Variable: Clock lock (1005 / 1500 / 2100 MHz)</span> |
| |
| <table class="run-table"> |
| <thead><tr> |
| <th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle Avg (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val Avg (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th> |
| <th>Plots</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.9</td> |
| <td class="num">64.4</td> |
| <td class="num">79.1</td> |
| <td class="num">54.1</td> |
| <td class="num">53.5</td> |
| <td class="num">21503</td> |
| <td><a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1005MHz_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1005MHz_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">57.9</td> |
| <td class="num">70.9</td> |
| <td class="num">88.1</td> |
| <td class="num">59.3</td> |
| <td class="num">57.9</td> |
| <td class="num">23260</td> |
| <td><a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1500MHz_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1500MHz_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| |
| <tr> |
| <td>resnet18</td> |
| <td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">61.2</td> |
| <td class="num">76.3</td> |
| <td class="num">98.1</td> |
| <td class="num">63.1</td> |
| <td class="num">61.8</td> |
| <td class="num">24797</td> |
| <td><a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk2100MHz_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊 Interactive</a> <a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk2100MHz_fixed/plots/gpu_metrics.png" class="btn btn-png">🖼️ Static</a></td> |
| </tr> |
| </tbody> |
| </table> |
| |
| </div> |
| |
|
|
| <div class="master-section"> |
| <h2>Master Summary — All Runs</h2> |
| <div style="overflow-x: auto;"> |
| <table class="master-table"> |
| <thead><tr> |
| <th>Group</th><th>Model</th><th>Batch</th><th>Pattern</th> |
| <th>Idle (W)</th><th>Train Avg (W)</th><th>Train Peak (W)</th> |
| <th>Val (W)</th><th>Infer Idle (W)</th><th>Energy (J)</th><th>Plot</th> |
| </tr></thead> |
| <tbody> |
| <tr> |
| <td>Baseline Reference</td><td>resnet50</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.7</td><td class="num">134.3</td> |
| <td class="num">178.0</td><td class="num">89.9</td> |
| <td class="num">78.1</td> |
| <td class="num">29670</td> |
| <td><a href="00_baseline_reference/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Smoke Test</td><td>resnet18</td><td class="num">8</td> |
| <td>fixed</td> |
| <td class="num">52.2</td><td class="num">125.7</td> |
| <td class="num">137.2</td><td class="num">123.6</td> |
| <td class="num">23.7</td> |
| <td class="num">9149</td> |
| <td><a href="00_smoke_test/fixed_resnet18_cifar10_gpu0_bs8_ep1_req2_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Batch Size Sweep</td><td>resnet50</td><td class="num">128</td> |
| <td>fixed</td> |
| <td class="num">51.8</td><td class="num">138.1</td> |
| <td class="num">211.8</td><td class="num">98.1</td> |
| <td class="num">78.2</td> |
| <td class="num">29205</td> |
| <td><a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs128_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Batch Size Sweep</td><td>resnet50</td><td class="num">16</td> |
| <td>fixed</td> |
| <td class="num">53.3</td><td class="num">139.9</td> |
| <td class="num">152.2</td><td class="num">132.5</td> |
| <td class="num">77.9</td> |
| <td class="num">32440</td> |
| <td><a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs16_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Batch Size Sweep</td><td>resnet50</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.5</td><td class="num">133.4</td> |
| <td class="num">173.2</td><td class="num">83.7</td> |
| <td class="num">78.3</td> |
| <td class="num">29732</td> |
| <td><a href="01_batch_sweep_resnet50/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Operator Control (Variable Inference)</td><td>resnet18</td><td class="num">64</td> |
| <td>variable</td> |
| <td class="num">53.7</td><td class="num">128.5</td> |
| <td class="num">152.2</td><td class="num">133.8</td> |
| <td class="num">78.2</td> |
| <td class="num">34124</td> |
| <td><a href="02_operator_control/fixed_resnet18_cifar10_gpu0_bs64_ep5_req60_nocap_variable/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Power Cap Sweep</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">9.9</td><td class="num">111.6</td> |
| <td class="num">148.0</td><td class="num">148.6</td> |
| <td class="num">77.9</td> |
| <td class="num">27225</td> |
| <td><a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap345W_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Power Cap Sweep</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">9.4</td><td class="num">118.1</td> |
| <td class="num">147.3</td><td class="num">145.8</td> |
| <td class="num">78.1</td> |
| <td class="num">27206</td> |
| <td><a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap460W_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Power Cap Sweep</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.1</td><td class="num">102.0</td> |
| <td class="num">150.0</td><td class="num">79.7</td> |
| <td class="num">77.9</td> |
| <td class="num">28881</td> |
| <td><a href="03_control_cap_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_cap575W_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Stepwise Power Ramp</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">54.1</td><td class="num">105.8</td> |
| <td class="num">148.3</td><td class="num">79.3</td> |
| <td class="num">77.9</td> |
| <td class="num">29572</td> |
| <td><a href="04_control_ramp/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_ramp_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Inference Pattern Comparison</td><td>resnet18</td><td class="num">64</td> |
| <td>burst</td> |
| <td class="num">51.9</td><td class="num">102.0</td> |
| <td class="num">151.7</td><td class="num">79.5</td> |
| <td class="num">78.4</td> |
| <td class="num">28671</td> |
| <td><a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_burst/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Inference Pattern Comparison</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.4</td><td class="num">100.1</td> |
| <td class="num">149.9</td><td class="num">80.6</td> |
| <td class="num">78.3</td> |
| <td class="num">28981</td> |
| <td><a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Inference Pattern Comparison</td><td>resnet18</td><td class="num">64</td> |
| <td>variable</td> |
| <td class="num">52.3</td><td class="num">103.6</td> |
| <td class="num">150.7</td><td class="num">79.5</td> |
| <td class="num">78.0</td> |
| <td class="num">28852</td> |
| <td><a href="05_pattern_fixed_var_burst/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_variable/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>convnext_tiny</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.6</td><td class="num">325.6</td> |
| <td class="num">514.4</td><td class="num">264.8</td> |
| <td class="num">79.1</td> |
| <td class="num">42655</td> |
| <td><a href="06_model_scaling_image/fixed_convnext_tiny_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>densenet121</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.7</td><td class="num">378.6</td> |
| <td class="num">436.7</td><td class="num">260.1</td> |
| <td class="num">79.2</td> |
| <td class="num">43719</td> |
| <td><a href="06_model_scaling_image/fixed_densenet121_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>efficientnet_b0</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.2</td><td class="num">310.7</td> |
| <td class="num">401.6</td><td class="num">166.6</td> |
| <td class="num">78.9</td> |
| <td class="num">38061</td> |
| <td><a href="06_model_scaling_image/fixed_efficientnet_b0_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>mobilenetv2</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">54.0</td><td class="num">103.0</td> |
| <td class="num">138.9</td><td class="num">81.8</td> |
| <td class="num">78.0</td> |
| <td class="num">29468</td> |
| <td><a href="06_model_scaling_image/fixed_mobilenetv2_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.9</td><td class="num">101.9</td> |
| <td class="num">147.4</td><td class="num">80.7</td> |
| <td class="num">77.9</td> |
| <td class="num">28871</td> |
| <td><a href="06_model_scaling_image/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>resnet50</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.7</td><td class="num">134.7</td> |
| <td class="num">173.4</td><td class="num">92.4</td> |
| <td class="num">78.0</td> |
| <td class="num">29658</td> |
| <td><a href="06_model_scaling_image/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>resnext50_32x4d</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.4</td><td class="num">381.1</td> |
| <td class="num">514.3</td><td class="num">287.4</td> |
| <td class="num">79.5</td> |
| <td class="num">45881</td> |
| <td><a href="06_model_scaling_image/fixed_resnext50_32x4d_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>swin_t</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">51.8</td><td class="num">481.1</td> |
| <td class="num">512.4</td><td class="num">452.1</td> |
| <td class="num">80.2</td> |
| <td class="num">45197</td> |
| <td><a href="06_model_scaling_image/fixed_swin_t_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>vgg16</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.1</td><td class="num">218.4</td> |
| <td class="num">287.3</td><td class="num">95.9</td> |
| <td class="num">78.0</td> |
| <td class="num">31082</td> |
| <td><a href="06_model_scaling_image/fixed_vgg16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Model Architecture Scaling</td><td>vit_b_16</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">51.7</td><td class="num">562.2</td> |
| <td class="num">585.8</td><td class="num">509.5</td> |
| <td class="num">80.2</td> |
| <td class="num">48888</td> |
| <td><a href="06_model_scaling_image/fixed_vit_b_16_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Dataset Comparison</td><td>resnet50</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.4</td><td class="num">131.6</td> |
| <td class="num">170.0</td><td class="num">85.2</td> |
| <td class="num">78.2</td> |
| <td class="num">29700</td> |
| <td><a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar100_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Dataset Comparison</td><td>resnet50</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.7</td><td class="num">135.0</td> |
| <td class="num">172.6</td><td class="num">94.8</td> |
| <td class="num">78.3</td> |
| <td class="num">29821</td> |
| <td><a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Dataset Comparison</td><td>resnet50</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.0</td><td class="num">479.7</td> |
| <td class="num">490.5</td><td class="num">163.7</td> |
| <td class="num">79.0</td> |
| <td class="num">338171</td> |
| <td><a href="07_dataset_cifar10_cifar100_imagenet/fixed_resnet50_imagenet_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Training Mode Comparison</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">54.2</td><td class="num">102.5</td> |
| <td class="num">147.7</td><td class="num">82.2</td> |
| <td class="num">77.9</td> |
| <td class="num">28945</td> |
| <td><a href="08_train_modes_fixed_automl/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Checkpoint I/O Observation</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">53.5</td><td class="num">—</td> |
| <td class="num">—</td><td class="num">79.4</td> |
| <td class="num">77.9</td> |
| <td class="num">29034</td> |
| <td><a href="10_checkpoint_iteration_observe/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Clock Frequency Sweep</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">52.9</td><td class="num">64.4</td> |
| <td class="num">79.1</td><td class="num">54.1</td> |
| <td class="num">53.5</td> |
| <td class="num">21503</td> |
| <td><a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1005MHz_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Clock Frequency Sweep</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">57.9</td><td class="num">70.9</td> |
| <td class="num">88.1</td><td class="num">59.3</td> |
| <td class="num">57.9</td> |
| <td class="num">23260</td> |
| <td><a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk1500MHz_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| |
| <tr> |
| <td>Clock Frequency Sweep</td><td>resnet18</td><td class="num">64</td> |
| <td>fixed</td> |
| <td class="num">61.2</td><td class="num">76.3</td> |
| <td class="num">98.1</td><td class="num">63.1</td> |
| <td class="num">61.8</td> |
| <td class="num">24797</td> |
| <td><a href="11_control_clock_sweep/fixed_resnet18_cifar10_gpu0_bs64_ep1_req10000_nocap_clk2100MHz_fixed/plots/gpu_power_interactive.html" class="btn btn-plot">📊</a></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| </div> |
|
|
| <div class="footer"> |
| <p>GPU Power Experiment Transfer Package · Generated 2026-02-19 13:10</p> |
| <p>Each run folder contains: config.json · phase_power_summary.csv · gpu_samples.csv · transition_points.csv · gpu_power_interactive.html · gpu_metrics.png</p> |
| </div> |
| </div> |
| </body> |
| </html> |
