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Excalidraw Data

Text Elements

DNN Program

Buggy Model

Hyperparameter

Batch Size

Epochs

Learning Rate

Disable Batching

Optimization

Loss Function

Layer

Output Shape

Layer Type

Layer Number

Neurons

Kernel Size

Filter Size

Strides Size

Padding

Pooling Size

Activation Function

Correct Model

Dynamic Execution Phase

Static Analysis Phase

CUDA Binary

Binary Parser

PTX Code

CFG

CFG Analysis

Instruction Types

FLOPs

Memory Access Patterns

Static Analysis

Power Model Development

Computational Intensity Estimate

Parallelism Estimate

Instruction-Power Correlation

Application Segmentation

Application Stages

Power Management Strategy

Power Adjustment Rules

Runtime Power Adjustment

Feedback Loop

Embedded Files

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