CNN Architecture Simulator

Select an Architecture

LeNet-5

AlexNet

VGG16

GoogLeNet

ResNet-50

MobileNet

Input size:

Batch size:

Hardware:

Visualization type:

Layer Information

Select a layer in the diagram to view its details.

Architecture Visualization

Select an architecture to view its structure.

Performance Metrics

Parameters

Millions

FLOPS

GFLOPS

Inference Time

Accuracy (Top-1)

ImageNet

Architecture Comparison

Comparison metric:

Hardware:

Architectures to compare:

LeNet-5

AlexNet

VGG16

GoogLeNet

ResNet-50

MobileNet

Comparison Chart

Comparative Analysis

Select architectures and metrics to see a comparative analysis.

Training Simulator

Architecture:

Dataset:

Learning Rate: 0.001

Optimizer:

Epochs: 10

Batch Size:

Training Progress

Accuracy (Training)

Accuracy (Validation)

Loss (Training)

Loss (Validation)

Training Analysis

Start the training to view the analysis.