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16 changes: 8 additions & 8 deletions ck/README.md
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Expand Up @@ -93,7 +93,7 @@ and implement the following reusable automation recipes in the CK format:
[Datacenter results](https://mlcommons.org/en/inference-datacenter-11),
[Edge results](https://mlcommons.org/en/inference-edge-11)
- [Reproducibility studies for MLPerf inference benchmark v1.1 automated by CK](https://github.com/mlcommons/ck/tree/master/docs/mlperf-automation/reproduce#reproducibility-reports-mlperf-inference-benchmark-v11)
- [Design space exploration of ML/SW/HW stacks and customizable visualization](https://cknowledge.io/result/crowd-benchmarking-mlperf-inference-classification-mobilenets-all)
- [Design space exploration of ML/SW/HW stacks and customizable visualization](https://cknow.io/result/crowd-benchmarking-mlperf-inference-classification-mobilenets-all)


Please contact [Grigori Fursin](https://www.linkedin.com/in/grigorifursin) if you are interested to join this community effort!
Expand Down Expand Up @@ -123,7 +123,7 @@ The latest version of the CK automation suite supported by MLCommons™:

## Current projects
* [Automating MLPerf(tm) inference benchmark and packing ML models, data sets and frameworks as CK components with a unified API and meta description](https://github.com/mlcommons/ck/blob/master/docs/mlperf-automation/README.md)
* Developing customizable dashboards for MLPerf™ to help end-users select ML/SW/HW stacks on a Pareto frontier: [aggregated MLPerf™ results]( https://cknowledge.io/?q="mlperf-inference-all" )
* Developing customizable dashboards for MLPerf™ to help end-users select ML/SW/HW stacks on a Pareto frontier: [aggregated MLPerf™ results]( https://cknow.io/?q="mlperf-inference-all" )
* Providing a common format to share artifacts at ML, systems and other conferences: [video](https://youtu.be/DIkZxraTmGM), [Artifact Evaluation](https://cTuning.org/ae)
* Redesigning CK together with the community based on user feedback: [incubator](https://github.com/mlcommons/ck/tree/master/incubator)
* [Other real-world use cases](https://cKnowledge.org/partners.html) from MLPerf™, Qualcomm, Arm, General Motors, IBM, the Raspberry Pi foundation, ACM and other great partners;
Expand Down Expand Up @@ -255,13 +255,13 @@ to make it easier to integrate them with web services and CI platforms as descri

## CK portal

We have developed the [cKnowledge.io portal](https://cKnowledge.io) to help the community
We have developed the [cKnowledge.io portal](https://cknow.io) to help the community
organize and find all the CK workflows and components similar to PyPI:

* [Search CK components](https://cKnowledge.io)
* [Browse CK components](https://cKnowledge.io/browse)
* [Find reproduced results from papers]( https://cKnowledge.io/reproduced-results )
* [Test CK workflows to benchmark and optimize ML Systems]( https://cKnowledge.io/demo )
* [Search CK components](https://cknow.io)
* [Browse CK components](https://cknow.io/browse)
* [Find reproduced results from papers]( https://cknow.io/reproduced-results )
* [Test CK workflows to benchmark and optimize ML Systems]( https://cknow.io/demo )



Expand All @@ -277,7 +277,7 @@ The community provides Docker containers to test CK and components using differe
## Contributions

Users can extend the CK functionality via [CK modules](https://github.com/mlcommons/ck/tree/master/ck/repo/module)
or external [GitHub reposities](https://cKnowledge.io/repos) in the CK format
or external [GitHub reposities](https://cknow.io/repos) in the CK format
as described [here](https://ck.readthedocs.io/en/latest/src/typical-usage.html).

Please check [this documentation](https://ck.readthedocs.io/en/latest/src/how-to-contribute.html)
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8 changes: 4 additions & 4 deletions ck/ck/kernel.py
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Expand Up @@ -54,10 +54,10 @@
"cmd": "ck <action> $#module_uoa#$ (cid1/uid1) (cid2/uid2) (cid3/uid3) key_i=value_i ... @file.json",

# Collective Knowledge Base (ckb)
"wiki_data_web": "https://cKnowledge.io/c/",
"wiki_data_web": "https://cknow.io/c/",
# Collective Knowledge Base (ckb)
"private_wiki_data_web": "https://github.com/mlcommons/ck/wiki/ckb_",
"api_web": "https://cKnowledge.io/c/module/",
"api_web": "https://cknow.io/c/module/",
"status_url": "https://raw.githubusercontent.com/mlcommons/ck/master/setup.py",

"help_examples": " Example of obtaining, compiling and running a shared benchmark on Linux with GCC:\n $ ck pull repo:ctuning-programs\n $ ck compile program:cbench-automotive-susan --speed\n $ ck run program:cbench-automotive-susan\n\n Example of an interactive CK-powered article:\n http://cknowledge.org/repo\n",
Expand Down Expand Up @@ -148,7 +148,7 @@
"index_port": "9200",
"index_use_curl": "no",

"cknowledge_api": "https://cKnowledge.io/api/v1/?",
"cknowledge_api": "https://cknow.io/api/v1/?",
# "download_missing_components":"yes",
"check_missing_modules": "yes",

Expand Down Expand Up @@ -6747,7 +6747,7 @@ def short_help(i):

h += 'CK Google group: https://bit.ly/ck-google-group\n'
h += 'CK Slack channel: https://cKnowledge.org/join-slack\n'
h += 'Stable CK components: https://cKnowledge.io'
h += 'Stable CK components: https://cknow.io'

if o == 'con':
out(h)
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2 changes: 1 addition & 1 deletion ck/ck/repo/module/ck-platform/README.md
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Expand Up @@ -2,7 +2,7 @@

Check `test/init-graph.bat`

https://cknowledge.io/c/result/fgg-test/?v=1.0.0#gfursin_1
https://cknow.io/c/result/fgg-test/?v=1.0.0#gfursin_1

## Push results to a graph

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4 changes: 2 additions & 2 deletions ck/ck/repo/module/ck-platform/ck_032630d041b4fd8a/config.py
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Expand Up @@ -12,7 +12,7 @@

CK_CFG_MODULE_REPO_UOA="befd7892b0d469e9" # CK module UOA for REPO

CR_DEFAULT_SERVER="https://cKnowledge.io"
CR_DEFAULT_SERVER="https://cknow.io"
CR_DEFAULT_SERVER_URL=CR_DEFAULT_SERVER+"/api/v1/?"
CR_DEFAULT_SERVER_USER="crowd-user"
CR_DEFAULT_SERVER_API_KEY="43fa84787ff65c2c00bf740e3853c90da8081680fe1025e8314e260888265033"
Expand Down Expand Up @@ -142,7 +142,7 @@ def update(i):

# Check release notes
server_url=cfg.get('server_url','')
if server_url=='': server_url='https://cKnowledge.io/api/v1/?'
if server_url=='': server_url='https://cknow.io/api/v1/?'

from . import comm_min
r=comm_min.send({'url':server_url,
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4 changes: 2 additions & 2 deletions ck/ck/repo/module/package/module.py
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Expand Up @@ -1930,7 +1930,7 @@ def show(i):

h+='<p>\n'
h+='See <pre>ck install package --help</pre> for more installation options.\n'
h+='See <a href="https://cKnowledge.io/c/soft">related CK soft detection plugins</a>,\n'
h+='See <a href="https://cknow.io/c/soft">related CK soft detection plugins</a>,\n'
h+=' <a href="https://github.com/mlcommons/ck/wiki">CK documentation</a>,\n'
h+=' <a href="https://github.com/mlcommons/ck/wiki#contributing">"how to contribute" guide</a>,\n'
h+=' <a href="https://portalparts.acm.org/3230000/3229762/fm/frontmatter.pdf">ACM ReQuEST-ASPLOS\'18 report</a>\n'
Expand Down Expand Up @@ -2699,7 +2699,7 @@ def add(i):
# Check related soft first
suoa=i.get('soft','')
if suoa=='':
return {'return':1, 'error':'related software detection plugin is not specified. Specify the existing one using --soft={name from https://cknowledge.io/c/soft} or create a new one using "ck add soft {repo}:soft:{name}"'}
return {'return':1, 'error':'related software detection plugin is not specified. Specify the existing one using --soft={name from https://cknow.io/c/soft} or create a new one using "ck add soft {repo}:soft:{name}"'}

# Load soft to get UID and tags
r=ck.access({'action':'load',
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8 changes: 4 additions & 4 deletions ck/docs/mlperf-automation/README.md
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Expand Up @@ -80,7 +80,7 @@ Speech | [CK &#177;](tasks/task-speech-pytorch.md) | | | | |

See other CK packages with open source datasets shared by the community
(to be standardized and connected with the new submission system):
[View](https://cknowledge.io/?q=%22package%3Adataset-*%22)
[View](https://cknow.io/?q=%22package%3Adataset-*%22)

## CK packages with ML models used for MLPerf submissions

Expand All @@ -96,7 +96,7 @@ See other CK packages with open source datasets shared by the community

## Customizable dashboards

* [All aggregated MLPerf inference benchmark results](https://cknowledge.io/?q=%22mlperf-inference-all%22)
* [All aggregated MLPerf inference benchmark results](https://cknow.io/?q=%22mlperf-inference-all%22)

# Table of contents

Expand All @@ -122,8 +122,8 @@ See other CK packages with open source datasets shared by the community
* [MLPerf&trade; object detection workflow](https://github.com/mlcommons/ck/blob/master/docs/mlperf-automation/tasks/task-object-detection.md)
* [Docker image for MLPerf&trade; with OpenVINO]( https://github.com/mlcommons/ck-mlops/tree/main/docker/mlperf-inference-v0.7.openvino)
* [Jupyter notebook for ML DSE](https://nbviewer.jupyter.org/urls/dl.dropbox.com/s/f28u9epifr0nn09/ck-dse-demo-object-detection.ipynb)
* [Webcam test of the MLPerf object detection model with TFLite](https://cknowledge.io/solution/demo-obj-detection-coco-tf-cpu-webcam-linux-azure#test)
* [Public scoreboard with MLPerf DSE](https://cknowledge.io/result/crowd-benchmarking-mlperf-inference-classification-mobilenets-all)
* [Webcam test of the MLPerf object detection model with TFLite](https://cknow.io/solution/demo-obj-detection-coco-tf-cpu-webcam-linux-azure#test)
* [Public scoreboard with MLPerf DSE](https://cknow.io/result/crowd-benchmarking-mlperf-inference-classification-mobilenets-all)


# Further improvements
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Expand Up @@ -52,4 +52,4 @@ Feel free to help and/or provide your feedback [here](https://github.com/mlcommo

# Coordinator

* [Grigori Fursin](https://cKnowledge.io/@gfursin)
* [Grigori Fursin](https://cKnowledge.org/gfursin)
2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/datasets/README.md
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Expand Up @@ -3,4 +3,4 @@
* [COCO 2017](coco2017.md)
* [ImageNet 2012](imagenet2012.md)

* [CK datasets from the community - must be cleaned and unified](https://cknowledge.io/?q=module_uoa%3A%22package%22+AND+dataset)
* [CK datasets from the community - must be cleaned and unified](https://cknow.io/?q=module_uoa%3A%22package%22+AND+dataset)
6 changes: 3 additions & 3 deletions ck/docs/mlperf-automation/dse/README.md
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Expand Up @@ -7,12 +7,12 @@
# CK based object detection DSE

* [Jupyter notebook](https://nbviewer.jupyter.org/urls/dl.dropbox.com/s/f28u9epifr0nn09/ck-dse-demo-object-detection.ipynb)
* [CK dashboard](https://cknowledge.io/result/crowd-benchmarking-mlperf-inference-classification-mobilenets-all)
* [CK dashboard](https://cknow.io/result/crowd-benchmarking-mlperf-inference-classification-mobilenets-all)

# ACM ASPLOS REQUEST DSE tournament

* [event and report](https://cknowledge.io/c/event/repro-request-asplos2018)
* [CK dashboard](https://cknowledge.io/c/result/pareto-efficient-ai-co-design-tournament-request-acm-asplos-2018)
* [event and report](https://cknow.io/c/event/repro-request-asplos2018)
* [CK dashboard](https://cknow.io/c/result/pareto-efficient-ai-co-design-tournament-request-acm-asplos-2018)

To run locally:
```
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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/inference/workflow.md
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Expand Up @@ -79,4 +79,4 @@ ck export mlperf.result

# Coordinator

* [Grigori Fursin](https://cKnowledge.io/@gfursin)
* [Grigori Fursin](https://cKnowledge.org/gfursin)
6 changes: 3 additions & 3 deletions ck/docs/mlperf-automation/reproduce/README.md
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Expand Up @@ -43,10 +43,10 @@ if you are interested to join this community effort!

## Using CK adaptive containers (to be tested!)

* [MLPerf&trade; workflows](https://cknowledge.io/?q=module_uoa%3A%22docker%22+AND+%22mlperf%22)
* [MLPerf&trade; workflows](https://cknow.io/?q=module_uoa%3A%22docker%22+AND+%22mlperf%22)

* [CK image classification](https://cknowledge.io/?q=module_uoa%3A%22docker%22+AND+%22image-classification%22)
* [CK object detection](https://cknowledge.io/?q=module_uoa%3A%22docker%22+AND+%22object-detection%22)
* [CK image classification](https://cknow.io/?q=module_uoa%3A%22docker%22+AND+%22image-classification%22)
* [CK object detection](https://cknow.io/?q=module_uoa%3A%22docker%22+AND+%22object-detection%22)


# Other reproducibility studies
Expand Down
2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-1b165548d8adbe4d.md
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Expand Up @@ -364,7 +364,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-3c77b273b4c7d878.md
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Expand Up @@ -389,7 +389,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-3e0ad4b09998375d.md
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Expand Up @@ -311,7 +311,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-4f1a470a8a034bc3.md
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Expand Up @@ -309,7 +309,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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4 changes: 2 additions & 2 deletions ck/docs/mlperf-automation/reproduce/ck-6582273dd3646e28.md
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Expand Up @@ -145,7 +145,7 @@ ck install package --tags=model,image-classification,tflite,efficientnet,lite0,n

More information about this model:
[ [CK meta.json](https://github.com/mlcommons/ck-mlops/blob/main/package/model-tflite-mlperf-efficientnet-lite/.cm/meta.json) ]
[ [summary](https://cknowledge.io/c/package/model-tflite-mlperf-efficientnet-lite) ]
[ [summary](https://cknow.io/c/package/model-tflite-mlperf-efficientnet-lite) ]


## SingleStream scenario
Expand Down Expand Up @@ -345,7 +345,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-94cc7bdd1f23cce3.md
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Expand Up @@ -323,7 +323,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-9fb65e57d8c61db4.md
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Expand Up @@ -308,7 +308,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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2 changes: 1 addition & 1 deletion ck/docs/mlperf-automation/reproduce/ck-a399f837b48b0d1b.md
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Expand Up @@ -307,7 +307,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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4 changes: 2 additions & 2 deletions ck/docs/mlperf-automation/reproduce/ck-ae88dc4516a7084e.md
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Expand Up @@ -146,7 +146,7 @@ ck install package --tags=model,image-classification,tflite,mobilenet-v1,v1-0.25

More information about this model:
[ [CK meta.json](https://github.com/mlcommons/ck-mlops/blob/main/package/model-tf-and-tflite-mlperf-mobilenet-v1-20180802/.cm/meta.json) ]
[ [summary](https://cknowledge.io/c/package/model-tf-and-tflite-mlperf-mobilenet-v1-20180802) ]
[ [summary](https://cknow.io/c/package/model-tf-and-tflite-mlperf-mobilenet-v1-20180802) ]


## SingleStream scenario
Expand Down Expand Up @@ -348,7 +348,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



Expand Down
4 changes: 2 additions & 2 deletions ck/docs/mlperf-automation/reproduce/ck-b14c70816eca59c6.md
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Expand Up @@ -146,7 +146,7 @@ ck install package --tags=model,image-classification,tflite,mobilenet-v3,v3-larg
```
More information about this model:
[ [CK meta.json](https://github.com/mlcommons/ck-mlops/blob/main/package/model-tf-and-tflite-mlperf-mobilenet-v3/.cm/meta.json) ]
[ [summary](https://cknowledge.io/c/package/model-tf-and-tflite-mlperf-mobilenet-v3) ]
[ [summary](https://cknow.io/c/package/model-tf-and-tflite-mlperf-mobilenet-v3) ]


## SingleStream scenario
Expand Down Expand Up @@ -348,7 +348,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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Expand Up @@ -325,7 +325,7 @@ You can remove "ck-mlperf-inference-1.1-dse:" from above commands to process res

## Display other reproduced results at cKnowledge.io

* [List dashboards](https://cknowledge.io/reproduced-results)
* [List dashboards](https://cknow.io/reproduced-results)



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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210505***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210505***

* Platform: Nvidia Jetson Nano
* OS: Ubuntu 18.04.05 LTS 64-bit
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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210505***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210505***

* Platform: Raspberry Pi 4
* OS: Ubuntu 20.04 64-bit
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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210808***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210808***

* Platform: x8664
* OS: Ubuntu 18.04 64-bit
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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210506***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210506***

* Platform: x86 64
* OS: Ubuntu 18.04 64-bit
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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210808***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210808***

* Platform: x8664
* OS: Ubuntu 18.04 64-bit
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@@ -1,6 +1,6 @@
**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210501***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210501***

# MLPerf&trade; Inference v1.0 - Object Detection - TFLite (with Coral EdgeTPU support)

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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210428***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210428***

# MLPerf&trade; Inference v1.0 - Object Detection - TFLite

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**[ [TOC](../README.md) ]**

***Reproduced by [Grigori Fursin](https://cKnowledge.io/@gfursin) on 20210428***
***Reproduced by [Grigori Fursin](https://cKnowledge.org/gfursin) on 20210428***

# MLPerf&trade; Inference v1.0 - Object Detection - TFLite 2.4.1 with RUY

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