Stochastic Computing for Deep Neural Networks
-
Updated
Nov 25, 2020 - Python
GeezerVisonThe World Wide Web, restored to 800 pixels of glory. |
| Home|About|Gaming cabinet|Archives|How it works|Starter sites |
GeezerVison is showing github.com — Build software better, together
#
computer-arithmeticHere are 40 public repositories matching this topic...Language: All
Filter by language
Sort: Most stars
Sort options
Stochastic Computing for Deep Neural Networks
python deep-neural-networks deep-learning custom-computing computer-arithmetic stochastic-computing stochastic-arithmetic
Design and implementation of RISC-V processor with a pipelined datapath, controller, and hazard unit.
verilog computer-architecture modelsim risc-v digital-systems computer-arithmetic pipelined-processors
Generating Posit-Based Accelerators With High-Level Synthesis
Open, bit-reproducible low-precision number format (b-posit / AI-Posit) for AI inference — 30–50% less memory, with results identical to the bit on any GPU, CPU, or RISC-V. Reference + conformance suite + CORE-ET RTL
fpga rtl systemverilog reproducibility quantization hardware-acceleration risc-v open-source-hardware number-format posit determinism computer-arithmetic low-precision edge-ai tinyml llm-inference tinyai w8a8 bit-exact bposit
Bit-exact NVIDIA MUFU/SFU model, exhaustively verified on A100, Ada and Blackwell GPUs.
sass gpu cuda nvidia sfu hardware-designs microarchitecture reverse-enginnering computer-arithmetic blackwell bit-exact
Code for reproducing CoNGA 2022 results on posit arithmetic operators
POPiX: Floating to Fixed-Point Code Generator
Assignment codes for Introduction to Numerical Analysis (2020, FGV-EMAp).
interpolation ode linear-systems pde numerical-analysis interpolation-methods computer-arithmetic ctcs non-linear-systems
A 32 bit Booth Encoded Wallace Tree Multiplier in Verilog HDL.
Design and implementation of RISC-V processor with a multi-cycle datapath and controller.
Computer Architecture: 01:198:211 This course covers the fundamental issues in the design of modern computer systems, including the design and implementation of key hardware components such as the processor, memory, and I/O devices, and the software/hardware interface.
c data-representation assembly-x86 digital-logic-design computer-arithmetic processor-design cache-design main-memory-design
Code for reproducing CoNGA 2023 results on approximate posit arithmetic
Design and implementation of RISC-V processor with a single-cycle datapath and controller.
Aritmética computacional: conversiones entre binario, decimal y hexadecimal; representación en signo-magnitud, complemento a 2 y estándar de punto flotante IEEE 754. Tecnología en Computadores, Ingeniería Informática.
binary academic-project computer-architecture ieee754 twos-complement number-systems computer-arithmetic
Course Taken @ UCMerced [2021]
interpolation numerical-integration numerical-differentiation computer-arithmetic polynomial-approximation
Bounded Posits at IEEE Tensor-Core Throughput on Commodity NVIDIA Blackwell, with Bit-Exact Reproducibility
cuda cublas nvidia gpgpu high-performance-computing cuda-kernels gpu-computing reproducibility quantization risc-v posit int8 determinism computer-arithmetic low-precision tensor-cores blackwell llm-inference w8a8 bit-exact
IEEE 754 half-precision (16-bit) floating-point multiplier
Radix-4 Modified Booth multiplier with a hand-built Dadda tree and Bewick sign extension, in SystemVerilog. It is integrated as the mantissa multiplier of an IEEE 754 half-precision FPU, and five Synopsys DC strategies are compared (up to 473.9 MHz) on NanGate 45nm.
systemverilog floating-point vlsi questasim logic-synthesis ieee754 fpu computer-arithmetic asic-design rtl-design booth-multiplier dadda-tree synopsys-dc hardware-design nangate45
Bit-exact replicas of NVIDIA tensor-core arithmetic in RTL: one parametrised T-FDPA unit from Volta to RTX Blackwell (MXFP4/NVFP4 included) and GEMM arrays on an AMD Kria KV260, checked byte for byte against real GPUs.
fpga gpu nvidia rtl verilog vivado systemverilog floating-point gemm mma verilator hardware-verification computer-arithmetic tensor-cores zynq-ultrascale systolic-array kria-kv260 mxfp4 nvfp4 bit-exact
Add this topic to your repoTo associate your repository with the computer-arithmetic topic, visit your repo's landing page and select "manage topics." |
| You are visitor 01402503 — GeezerVison does not store the pages you look up. Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required. |