Tools
View Positional Encoding Visualization
Positional Encoding
Interactive visualization of sinusoidal positional encodings used in Transformer models. Explore how d_model and sequence length affect the waves.
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View Optimizer Simulator
Optimizer Simulator
Compare how SGD, Momentum, RMSProp, and Adam navigate loss landscapes. Visualize convergence, oscillations, and saddle points in real-time.
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View CNN Visualizer
CNN Visualizer
Interactive convolution demonstration. Adjust stride, padding, and dilation to see how they transform the input feature map in real-time.
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View Quantization Visualizer
Quantization Visualizer
Interactive visualization of FP32 to Int4 quantization. Explore symmetric vs asymmetric schemes and how dynamic ranges affect precision.
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View Bilinear Interpolation
Bilinear Interpolation
Interactive 3D visualization of bilinear interpolation. Adjust corner values and see how the surface connects them in a hyperbolic paraboloid.
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