📊 AI: Epoch datasets November 2024 update

[veronikasamborska1994]

no changes to the code. monthly update

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chart-diff: ✅

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data-diff: ❌ Found differences

~ Dataset garden/artificial_intelligence/2024-11-03/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: '2024-11-03'
    ?                  +++
-   - update_period_days: 365
    ?                      ^^
+   + update_period_days: 31
    ?                      ^
- - Table epoch_gpus
-   - Column manufacturer
-   - Column fp32__single_precision__performance__flop_s
-   - Column release_price__usd
-   - Column comp_performance_per_dollar
+ + Table epoch
+   + Column publication_date
+   + Column domain
+   + Column organization_categorization
+   + Column parameters
+   + Column training_dataset_size__datapoints
+   + Column training_computation_petaflop
+ Dataset garden/artificial_intelligence/2024-11-03/epoch_aggregates_affiliation
+ + Table epoch_aggregates_affiliation
+   + Column yearly_count
+   + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-11-03/epoch_aggregates_domain
+ + Table epoch_aggregates_domain
+   + Column yearly_count
+   + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-11-03/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/2024-11-03/epoch_compute_intensive_countries
+ + Table epoch_compute_intensive_countries
+   + Column yearly_count
+   + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-11-03/epoch_compute_intensive_domain
+ + Table epoch_compute_intensive_domain
+   + Column yearly_count
+   + Column cumulative_count
+ Dataset garden/artificial_intelligence/2024-11-03/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 --snippet

Automatically updated datasets matching weekly_wildfires|excess_mortality|covid|fluid|flunet|country_profile|garden/ihme_gbd/2019/gbd_risk are not included

Edited: 2024-11-04 19:40:27 UTC
Execution time: 3.67 seconds