experiment information-retrieval azure evaluation indexing openai sparse vectors chunking acs embedding dense rag llm genai Updated Dec 16, 2024 Python vene / sparse-structured-attention Star 222 Code Issues Pull requests Sparse and structured neural attention mechanisms deep-neural-networks sparsity ...
indexing structures to access the inner lists. LL thus frees the programmer from reasoning about these optimized data structure layouts, eliminating dependence on explicit array indirection. The first step compresses rows by invoking the constructor for ...
s = tensor.ivector()# Sparse advanced indexing produces unsorted sparse matricesa = sparse_random_inputs(format, (4,3), out_dtype=dtype, unsorted_indices=True)[1][0]# Make sure it's unsortedassertnota.has_sorted_indicesdefmy_op(x):y = tensor.constant(a.indices) z = tensor.constant(...
#DENSE = #sparse_tensor.encoding<{map = (d0, d1) -> (d0 : dense, d1 : dense)}> #DENSE_P = #sparse_tensor.encoding<{map = (d0, d1) -> (d1 : dense, d0 : dense)}> // CHECK-LABEL: @concat_sparse_sparse( // CHECK-SAME: %[[TMP_arg0:.*]]: tensor<2x4xf64, #sparse...
Indexing and visualizing sparse data. Sparse Matrix Operations Reordering, factoring, and computing with sparse matrices. Iterative Methods for Linear Systems One of the most important and common applications of numerical linear algebra is the solution of linear systems that can be expressed in the for...
expanded to C{ng x 1} and that everything has been converted to internal indexing, i.e. all gens are on-line (by the 'ext2int' callback). The optional args are not currently used. """## initialize some thingsppc = om.get_ppc() ...
Emulating such sparsity in an artificial system requires off-chip memory indexing, which has a considerable energy and latency overhead. Here, we report an in-memory sparsity architecture in which index memory is moved next to individual synapses, creating a sparse neural network without external ...
Sparse BLAS Level 1 Routines Sparse BLAS Level 2 and Level 3 Routines Naming Conventions in Sparse BLAS Level 2 and Level 3 Sparse Matrix Storage Formats for Sparse BLAS Routines Routines and Supported Operations Interface Consideration Sparse BLAS Level 2 and Level 3 Routines....
Using dense per pixel features we are able to 1) directly distill the learned priors from 2D models to 3D models and create useful 3D backbones, 2) extract more consistent and less noisy 2D features, 3) formulate a consistent embedding space where 2D, 3D, and other modalities of data (e...
Selector Table Indexing Sparse Arrays Selector table indexing is a simple technique for method lookup in object-oriented languages, which yields good performance, is well suited to multiple inheritance and dynamic typing, but is generally disregarded for its prohibitive memo... K Driesen - ACM 被...