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Related Articles from SNS

Parents call for heel prick testing after son, 7, dies from degenerative disease

MLD is a rare metabolic disorder that leads to a progressive loss of physical and mental skills.

BBC Northern Ireland 8d ago

Parents call for heel prick testing after son, 7, dies from degenerative disease

MLD is a rare metabolic disorder that leads to a progressive loss of physical and mental skills.

BBC UK 8d ago

Parents call for heel prick testing after son, 7, dies from degenerative disease

MLD is a rare metabolic disorder that leads to a progressive loss of physical and mental skills.

BBC UK 8d ago

'A heel prick test might have saved our seven-year-old son's life'

MLD is a rare metabolic disorder that leads to a progressive loss of physical and mental skills.

BBC Northern Ireland 8d ago

'A heel prick test might have saved our seven-year-old son's life'

MLD is a rare metabolic disorder that leads to a progressive loss of physical and mental skills.

BBC Northern Ireland 8d ago

Activation Concentration: Characterizing Column-Level Output Sparsity Across Diffusion Model Architectures

Announce Type: replace Abstract: Recent diffusion accelerators exploit activation sparsity by skipping near-zero GELU outputs, reporting 52--85% element-level sparsity. However, systolic-array hardware processes activations at column granularity, where a single non-zero element forces the entire column to be computed. We present the first systematic column-level sparsity characterization across seven diffusion workloads spanning three workload groups and four modalities.

arXiv CS 7d ago