Abstract: The humans and the machines do not understand each others language, even though the machines were invented by the humans. To bridge this gap, a compiler becomes a necessity as it translate ...
Recent years have seen a proliferation of specialized ML accelerators—proposed in both academia (e.g., Gemmini, FEATHER) and industry (e.g., Google TPU, Intel AMX)—that depart significantly from ...
Anthropic has revealed a striking experiment where AI systems worked together to build a complete C compiler almost entirely on their own. Led by researcher Nicholas Carlini, the project shows how far ...
Abstract: Increasing interests in Bit-serial SIMD Processing-Using-DRAM (PUD) architectures amplify the needs for a compiler to automate code generation, credited to their ultra-wide SIMD width and ...
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