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multiple-object-tracking-bytetrack
2023-06-10 / Last updated : 2023-06-09 admin Object Tracking

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

This article describes ByteTrack for multiple object tracking, published in 2021.

riscv-bitmanip-extension
2023-05-27 / Last updated : 2023-05-26 admin RISC-V

RISC-V Bit-Manipulation ISA-extensions

In this article, we introduce the RISC-V Bit-Manipulation extension based on “RISC-V Bit-Manipulation ISA-extensions”, which was ratified in November 2021.

multiple-object-tracking-deepsort
2023-05-13 / Last updated : 2023-05-12 admin Object Tracking

DeepSORT: SORT with a Deep Association Metric

In this article, we will discuss DeepSORT, which was published in 2017 and has influenced current multiple object tracking.

gemm-riscv-vector-part3
2023-04-22 / Last updated : 2023-04-21 admin Simulator

GEMM based on the RISC-V Vector Extension (Part 3)

We have created a GEMM-compatible floating-point matrix multiplication kernel based on the RISC-V Vector Extension and evaluated its performance using Ara’s RTL simulator.

multiple-object-tracking-sort
2023-04-08 / Last updated : 2023-04-07 admin Object Tracking

SORT: Simple Online and Realtime Tracking

In this article, we will discuss SORT, Simple Online and Realtime Tracking, which was published in 2016 and has influenced the current multiple object tracking (MOT).

gemm-riscv-vector-part2
2023-03-25 / Last updated : 2023-03-25 admin Simulator

GEMM based on the RISC-V Vector Extension (Part 2)

We have evaluated vector load/store performance using Ara’s RTL simulator for transposed matrix support of matrix multiplication kernels based on the RISC-V Vector Extension.

riscv-gpgpu-vortex-part2
2023-03-11 / Last updated : 2023-03-11 admin Simulator

Vortex: OpenCL Compatible RISC-V Based GPGPU (Part 2)

This article introduces the OpenCL support of Vortex, a RISC-V based open source GPGPU.

gemm-riscv-vector-part1
2023-02-25 / Last updated : 2023-03-11 admin Simulator

GEMM based on the RISC-V Vector Extension (Part 1)

We created double-, single- and half-precision floating-point matrix multiplication kernels based on the RISC-V Vector Extension and evaluated their performance using Ara’s RTL simulator.

openblas-riscv
2023-02-11 / Last updated : 2023-02-10 admin FPGA

OpenBLAS on 32-bit RISC-V Multi-Core

We made OpenBLAS compatible with 32-bit RISC-V and evaluated the performance of GEMM using an FPGA board with octa-core 32-bit RISC-V SoC.

tflite-micro-naxriscv-simd
2023-01-28 / Last updated : 2023-01-27 admin FPGA

TFLite Micro on RISC-V Out-of-Order Core with Custom Instructions

We have accelerated inference on Google’s TensorFlow Lite for Microcontrollers by adding SIMD instructions as custom instructions to NaxRiscv, a RISC-V out-of-order core.

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