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(under development) auto/crowd-tune CUDA work size (execution time)
(under development) auto/crowd-tune OpenCL local work size (execution time)
(under development) auto/crowd-tune OpenCL local work size (execution time/FPS vs energy)
(under development) crowdsource OpenCL bug detection
(under development) crowdsource modeling of program behavior
(under development) crowdsource program numerical stability
(under development) crowdsource program scalability
Collaborative Program Optimization using mobile devices
advice
ai-artifact
algorithm
all
announcements.funding
announcements.job
apk
article
artifact
auto/crowd-tune GCC compiler flags (do not degrade execution time, do not degrade code size)
auto/crowd-tune GCC compiler flags (minimize execution time and code size)
auto/crowd-tune GCC compiler flags (minimize execution time)
auto/crowd-tune GCC compiler flags (minimize execution time, do not degrade code size)
auto/crowd-tune GCC compiler flags (minimize total binary size, do not degrade execution time)
auto/crowd-tune LLVM compiler flags (do not degrade execution time, do not degrade code size)
auto/crowd-tune LLVM compiler flags (minimize execution time)
auto/crowd-tune LLVM compiler flags (minimize execution time, do not degrade code size)
auto/crowd-tune OpenCL-based CLBlast (GFLOPs)
autotune custom pipeline dimensions
award
caffe
caffe2
cfg
choice
class
clblast
compiler
crowd-benchmark DNN libraries and models
crowd-benchmark DNN libraries and models (Caffe - dev)
crowd-benchmark DNN libraries and models (Caffe2)
crowd-benchmark DNN libraries and models (TensorFlow)
crowd-benchmark DNN libraries and models (dividiti desktop app)
crowd-benchmark DNN libraries and models using mobile devices
crowd-benchmark shared workloads via ARM WA framework
crowd-test OpenCL compilers (beta) - crowdsource bug detection via CK
crowd-test OpenGL compilers (beta)
crowdnode
dataset
dataset.features
demo
device (deprecated or not used)
dissemination.announcement
dissemination.conference
dissemination.event
dissemination.hardware
dissemination.journal
dissemination.keynote
dissemination.lecture
dissemination.patent
dissemination.pitfall
dissemination.poster
dissemination.presentation
dissemination.press-release
dissemination.publication
dissemination.publication.artifact
dissemination.repo
dissemination.soft
dissemination.workshop
docker
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experiment
experiment.raw
experiment.scenario.android
experiment.user
experiment.view
explore DNN batch size
explore GCC compiler flags
explore LLVM compiler flags
explore OpenBLAS number of threads
explore OpenMP number of threads
explore compiler flags
fuzz GCC compiler flags (search for bugs)
fuzz LLVM compiler flags (search for bugs)
gemmbench.crowdtuning
graph
graph.dot
index
jnotebook
kernel
machine
math.conditions
math.frontier
math.variation
me
milepost
misc
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model.image.classification
model.r
model.sklearn
model.species
model.tensorflowapi
model.tf
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open ReQuEST @ ASPLOS'18 tournament (Pareto-efficient image classification)
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person
photo
pipeline
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platform.dsp
platform.gpgpu
platform.gpu
platform.init
platform.nn
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program
program.behavior
program.dynamic.features
program.experiment.speedup
program.optimization
program.output
program.species
program.static.features
qr-code
repo
report
research.topic
result
script
slide
soft
table
tensorflow
test
tmp
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wa
wa-device
wa-params
wa-result
wa-scenario
wa-tool
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CK (machine learning based) multi-objective autotuning
CK analytics
CK crowdtuning (crowdsourcing autotuning)
CK dissemination modules
CK repository to crowdsource optimization of benchmarks, kernels and realistic workloads across Raspberry Pi devices provided by volunteers (starting from compiler flag autotuning)
CK web
Large and shared artifacts (HOG experiments) to reproduce CK paper
Reproducible and interactive papers with all shared artifacts for our CK papers
Reproducing PAMELA project (medium data set (20 frames) for slambench) via CK
Reproducing PAMELA project (slambench analysis and crowd-tuning) via CK
Tool clsmith converted to CK format
cTuning datasets (min)
cTuning programs
ck-ai
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ck-caffe2
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ck-request-asplos18-caffe-intel
ck-request-asplos18-mobilenets-armcl-opencl
ck-request-asplos18-results
ck-request-asplos18-results-caffe-intel
ck-request-asplos18-results-iot-farm
ck-request-asplos18-results-mobilenets-armcl-opencl
ck-request-asplos18-results-mobilenets-tvm-arm
ck-request-asplos18-results-resnet-tvm-fpga
ck-rpi-optimization-results
ck-tensorflow
ck-tensorrt
ck-wa
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1)
caffemodel-bvlc-alexnet (package)
Added by
Evan Shelhamer
, 2016-07-04 15:16:44, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,bvlc,alexnet,channel-stable
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2)
caffemodel-bvlc-alexnet-fast-mirror (package)
Added by
Evan Shelhamer
, 2017-01-10 11:03:52, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,bvlc,alexnet,mirror,channel-stable
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3)
caffemodel-deepscale-squeezenet-1.0-explicit-window-global-pooling (package)
Added by
DeepScale
, 2017-01-17 16:12:05, Repo: ck-tensorrt,
Tags:
caffe,weights,caffemodel,deepscale,squeezenet,v1.0,v1,explicit-window-global-pooling
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4)
caffemodel-deepscale-squeezenet-1.1-explicit-window-global-pooling (package)
Added by
DeepScale
, 2017-01-17 16:24:52, Repo: ck-tensorrt,
Tags:
caffe,weights,caffemodel,deepscale,squeezenet,v1.1,v1,explicit-window-global-pooling
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5)
caffemodel-inception-v3-intel-i8 (package)
2018-02-21 19:49:10, Repo: ck-request-asplos18-caffe-intel,
Tags:
caffe,weights,caffemodel,inception,inception-v3,channel-stable,intel,vint8,vi8
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6)
caffemodel-resnet101 (package)
2017-04-05 15:02:00, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,resnet,resnet101,channel-stable
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7)
caffemodel-resnet152 (package)
2017-04-05 15:03:50, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,resnet,resnet152,channel-stable
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8)
caffemodel-resnet50 (package)
2017-04-05 12:44:12, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,resnet,resnet50,vfloat32,vfp32,channel-stable
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9)
caffemodel-resnet50-intel-i8 (package)
2018-02-19 17:09:07, Repo: ck-request-asplos18-caffe-intel,
Tags:
caffe,weights,caffemodel,resnet,resnet50,channel-stable,intel,vint8,vi8
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10)
caffemodel-ssd-512 (package)
2017-04-11 12:30:37, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,ssd,ssd-voc,ssd-300,channel-stable
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11)
caffemodel-ssd-coco-512 (package)
2017-04-12 18:24:39, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,ssd,ssd-coco,ssd-512,channel-stable
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12)
caffemodel-ssd-voc-512 (package)
2017-04-12 17:17:31, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,ssd,ssd-voc,ssd-512,channel-stable
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13)
caffemodel-tidsp-jacintonet11-non-sparse (package)
2017-04-04 23:31:16, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,tidsp,jacintonet11,non-sparse,channel-stable
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14)
caffemodel-vgg16 (package)
2017-04-05 11:13:13, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,vgg,vgg16,channel-stable
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15)
caffemodel-vgg19 (package)
2017-04-05 11:56:15, Repo: ck-caffe,
Tags:
caffe,weights,caffemodel,vgg,vgg19,channel-stable
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