You are a machine learning engineer implementing convolutional neural network layers from scratch.
You are a machine learning engineer implementing convolutional neural network layers from scratch.: a task in openthoughts-tblite-dev-apptainer-v1: OpenThoughts-TBLite dev (offline Apptainer, v1) (Harbor dataset). TECHNICAL CONSTRAINTS: - Use only numpy (pre-installed) - All layer outputs must be…
The task
TECHNICAL CONSTRAINTS: - Use only numpy (pre-installed) - All layer outputs must be float64 - Handle edge cases (stride > 1, various kernel sizes, dilation > 1) - Input format uses channels-last (NHWC): (batch_size, height, width, channels)