Wraps a list of ArrayBuffers into a slice()-able object without allocating
a large ArrayBuffer.
Allocating large ArrayBuffers (~2GB) can be unstable on Chrome. TFJS loads
its weights as a list of (usually) 4MB ArrayBuffers and then slices the
weight tensors out of them. For small models, it's safe to concatenate all
the weight buffers into a single ArrayBuffer and then slice the weight
tensors out of it, but for large models, a different approach is needed.
Wraps a list of ArrayBuffers into a
slice()-able object without allocating a large ArrayBuffer.Allocating large ArrayBuffers (~2GB) can be unstable on Chrome. TFJS loads its weights as a list of (usually) 4MB ArrayBuffers and then slices the weight tensors out of them. For small models, it's safe to concatenate all the weight buffers into a single ArrayBuffer and then slice the weight tensors out of it, but for large models, a different approach is needed.