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- grid-cell.glsl: hexagonal 3-wave grid cell firing pattern Three cosine waves at 60° intervals, orientation + phase + spacing params - addition-linear.glsl: multiplication-free L1 distance linear layer y = -||W - x||₁ + bias, no multiplications, only add/sub/abs - snippets/grid_cell.glsl: JIT-fusable op_grid_cell() - snippets/addition_linear.glsl: op_addition_linear(), op_sign_activation(), op_additive_sigmoid() for JIT fusion pipeline Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Core infrastructure for typed message passing between Vulkan compute (C++) and CubeMind brain modules (Python). Proto definitions (cpp/proto/grilly_channels.proto): - TensorData, SpikeTrain, SpikeEvent - ExpertWeights, ExpertUpdate, RouteRequest/Response - MemoryCapsule, MemoryQuery/Result - TelemetryEvent, NeurochemState - TrainStepRequest/Result - GrillyCompute RPC service C++ channel (cpp/include/grilly/channels/channel.h): - BaseChannel abstract interface - InProcessChannel: thread-safe queue with listener pattern - MessageEnvelope with type, timestamp, sender, payload Python channel (backend/channels.py): - Channel class: C++ backend with pure-Python fallback - Convenience: send_tensor, receive_tensor, send_spikes, receive_spikes, send_telemetry - Subscriber pattern: ch.on(MessageType.TELEMETRY, callback) pybind11 bindings (cpp/python/bindings_channels.cpp): - MessageType enum, MessageEnvelope, InProcessChannel - numpy array convenience methods Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Massive upgrade. DO NOT USE IN PRODUCTION. Latest git is for pre-release v1.0 which will be released soon. Use pypi + the attached pyd in the release section for the latest 0.6.1 gpu ready binary.