dividiti/ck-caffe-nvidia-tx1

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Updated over 7 years ago

dividiti/ck-caffe-nvidia-tx1

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CK-Caffe public benchmarking data on NVIDIA TX1

ck-caffe

Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Caffe-based workloads across diverse hardware, software and data sets (compilers, libraries, tools, models, inputs):

ck-caffe-firefly-rk3399

CK-Caffe public benchmarking data on Firefly-RK3399

Jupyter Notebook

gemmbench

Benchmark for generic matrix-matrix multiplication (GEMM)

crowdsource-video-experiments-on-android

Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:

gemmbench-adapt16

Shared experiments for the ADAPT'16 submission on GEMMbench

ck-crowdsource-dnn-optimization

CK GUI application to crowdsource benchmarking and optimization of DNN engines and models across diverse Linux or Windows platforms. Further info:

ck-request-asplos18-mobilenets-armcl-opencl

CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:

ck-rpi-optimization

CK repository to collaboratively optimize benchmarks, kernels and realistic workloads across Raspberry Pi devices provided by volunteers (starting from compiler flag autotuning). Interactive article with all results:

dvdt-prof

dividiti's OpenCL API profiler

ck-zeromq

CK repository for experiments with ZeroMQ, LoadGen and TensorRT

ck-caffe-nvidia-gtx1080

CK-Caffe public benchmarking data on NVIDIA GTX1080

Jupyter Notebook