Support Matrix

The profiler support matrix lists down the supported torch.nn.Module objects for each metric. The metrics include:

• MAdds (Multiply-Adds)

• FLOPs (Floating Point Operations, ~2x MAdds)

• Parameters (Weights and Biases)

• Memory (Reads and Writes in Bytes)

• Linear Layers
• Pooling Layers
• Normalization Layers
• Activation Layers
• Recurrent Layers
• Transformer Layers
• Miscellaneous Layers