📊 ai: monthly Epoch update #3695
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data-diff: ❌ Found differences= Dataset garden/antibiotics/2024-11-15/testing_coverage
= Table specimen
= Table testing_coverage
~ Column share_ctas_with_reported_bcis_bloodstream (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_bloodstream - share_ctas_with_reported_bcis_bloodstream +
Eastern Mediterranean (WHO) 2016 19.047619 18.181818
Eastern Mediterranean (WHO) 2017 52.380951 50.0
Eastern Mediterranean (WHO) 2018 71.428574 68.181816
Eastern Mediterranean (WHO) 2019 80.952377 77.272728
Eastern Mediterranean (WHO) 2022 76.190475 72.727272
~ Column share_ctas_with_reported_bcis_gonorrhea (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_gonorrhea - share_ctas_with_reported_bcis_gonorrhea +
Eastern Mediterranean (WHO) 2016 4.761905 4.545455
Eastern Mediterranean (WHO) 2017 28.571428 27.272728
Eastern Mediterranean (WHO) 2018 23.809525 22.727272
Eastern Mediterranean (WHO) 2019 33.333332 31.818182
Eastern Mediterranean (WHO) 2022 57.142857 54.545456
~ Column share_ctas_with_reported_bcis_stool (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_stool - share_ctas_with_reported_bcis_stool +
Eastern Mediterranean (WHO) 2016 9.523809 9.090909
Eastern Mediterranean (WHO) 2017 33.333332 31.818182
Eastern Mediterranean (WHO) 2018 52.380951 50.0
Eastern Mediterranean (WHO) 2019 57.142857 54.545456
Eastern Mediterranean (WHO) 2022 71.428574 68.181816
~ Column share_ctas_with_reported_bcis_urinary_tract (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_urinary_tract - share_ctas_with_reported_bcis_urinary_tract +
Eastern Mediterranean (WHO) 2016 14.285714 13.636364
Eastern Mediterranean (WHO) 2017 47.619049 45.454544
Eastern Mediterranean (WHO) 2018 71.428574 68.181816
Eastern Mediterranean (WHO) 2019 85.714287 81.818184
Eastern Mediterranean (WHO) 2022 76.190475 72.727272
~ Column share_ctas_with_reported_bcis_with_ast__gt__80_bcis_bloodstream (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_with_ast__gt__80_bcis_bloodstream - share_ctas_with_reported_bcis_with_ast__gt__80_bcis_bloodstream +
Eastern Mediterranean (WHO) 2016 19.047619 18.181818
Eastern Mediterranean (WHO) 2017 47.619049 45.454544
Eastern Mediterranean (WHO) 2018 57.142857 54.545456
Eastern Mediterranean (WHO) 2019 76.190475 72.727272
Eastern Mediterranean (WHO) 2022 38.095238 36.363636
~ Column share_ctas_with_reported_bcis_with_ast__gt__80_bcis_gonorrhea (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_with_ast__gt__80_bcis_gonorrhea - share_ctas_with_reported_bcis_with_ast__gt__80_bcis_gonorrhea +
Eastern Mediterranean (WHO) 2016 4.761905 4.545455
Eastern Mediterranean (WHO) 2017 19.047619 18.181818
Eastern Mediterranean (WHO) 2018 9.523809 9.090909
Eastern Mediterranean (WHO) 2019 23.809525 22.727272
Eastern Mediterranean (WHO) 2022 38.095238 36.363636
~ Column share_ctas_with_reported_bcis_with_ast__gt__80_bcis_stool (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_with_ast__gt__80_bcis_stool - share_ctas_with_reported_bcis_with_ast__gt__80_bcis_stool +
Eastern Mediterranean (WHO) 2016 9.523809 9.090909
Eastern Mediterranean (WHO) 2017 33.333332 31.818182
Eastern Mediterranean (WHO) 2018 47.619049 45.454544
Eastern Mediterranean (WHO) 2019 47.619049 45.454544
Eastern Mediterranean (WHO) 2022 61.904762 59.090908
~ Column share_ctas_with_reported_bcis_with_ast__gt__80_bcis_urinary_tract (changed data)
~ Changed values: 7 / 49 (14.29%)
country year share_ctas_with_reported_bcis_with_ast__gt__80_bcis_urinary_tract - share_ctas_with_reported_bcis_with_ast__gt__80_bcis_urinary_tract +
Eastern Mediterranean (WHO) 2016 14.285714 13.636364
Eastern Mediterranean (WHO) 2017 42.857143 40.909092
Eastern Mediterranean (WHO) 2018 61.904762 59.090908
Eastern Mediterranean (WHO) 2019 76.190475 72.727272
Eastern Mediterranean (WHO) 2022 47.619049 45.454544
~ Dataset garden/artificial_intelligence/2024-12-05/epoch (new version)
- - short_name: epoch_gpus
? -----
+ + short_name: epoch
+ + title: Parameter, Compute and Data Trends in Machine Learning
- - title: Trends in Machine Learning Hardware
- - description: |-
- - This dataset contains performance data for 53 GPUs and AI chips used in machine learning experiments from 2008 to 2023. It includes details on computational performance, memory capacities and bandwidths, and interconnect bandwidths.
- - version: '2024-07-11'
? ^^^^
+ + version: '2024-12-05'
? +++ ^
- - update_period_days: 365
? ^^
+ + update_period_days: 31
? ^
+ + Table epoch
+ + Column publication_date
+ + Column domain
+ + Column organization_categorization
+ + Column parameters
+ + Column training_dataset_size__datapoints
+ + Column training_computation_petaflop
- - Table epoch_gpus
- - Column manufacturer
- - Column fp32__single_precision__performance__flop_s
- - Column release_price__usd
- - Column comp_performance_per_dollar
+ Dataset garden/artificial_intelligence/2024-12-05/epoch_aggregates_affiliation
+ + Table epoch_aggregates_affiliation
+ + Column yearly_count
+ + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-12-05/epoch_aggregates_domain
+ + Table epoch_aggregates_domain
+ + Column yearly_count
+ + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-12-05/epoch_compute_intensive
+ + Table epoch_compute_intensive
+ + Column publication_date
+ + Column domain
+ + Column parameters
+ + Column training_dataset_size__datapoints
+ + Column training_computation_petaflop
+ Dataset garden/artificial_intelligence/2024-12-05/epoch_compute_intensive_countries
+ + Table epoch_compute_intensive_countries
+ + Column yearly_count
+ + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-12-05/epoch_compute_intensive_domain
+ + Table epoch_compute_intensive_domain
+ + Column yearly_count
+ + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-12-05/epoch_regressions
+ + Table epoch_regressions
+ + Column training_computation_petaflop
+ + Column parameters
+ + Column training_dataset_size__datapoints
+ + Column publication_date
+ + Column domain
+ + Column organization_categorization
Legend: +New ~Modified -Removed =Identical Details
Hint: Run this locally with etl diff REMOTE data/ --include yourdataset --verbose --snippetAutomatically updated datasets matching weekly_wildfires|excess_mortality|covid|fluid|flunet|country_profile|garden/ihme_gbd/2019/gbd_risk are not included Edited: 2024-12-06 13:20:34 UTC |
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