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💄 ai: Epoch - improve regression charts #3655

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Nov 29, 2024
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owidbot commented Nov 28, 2024

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chart-diff: ✅
  • 3/3 reviewed charts
  • Modified: 3/3
  • New: 0/0
  • Rejected: 0
data-diff: ❌ Found differences
= Dataset garden/artificial_intelligence/2024-11-03/epoch_regressions
  = Table epoch_regressions
    ~ Dim days_since_1949
+       + New values: 12 / 880 (1.36%)
             system  days_since_1949
          2.7x/year            22280
          2.7x/year            25175
          2.6x/year            25219
          2.7x/year            27670
          6.0x/year            27670
-       - Removed values: 6 / 880 (0.68%)
             system  days_since_1949
          2.0x/year            22280
          2.4x/year            22280
          4.1x/year            22280
          2.0x/year            27670
          4.1x/year            27670
    ~ Dim system
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system
                     22280 2.7x/year
                     25175 2.7x/year
                     25219 2.6x/year
                     27670 2.7x/year
                     27670 6.0x/year
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system
                     22280 2.0x/year
                     22280 2.4x/year
                     22280 4.1x/year
                     27670 2.0x/year
                     27670 4.1x/year
    ~ Column domain (new data)
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system domain
                     22280 2.7x/year    NaN
                     25175 2.7x/year    NaN
                     25219 2.6x/year    NaN
                     27670 2.7x/year    NaN
                     27670 6.0x/year    NaN
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system domain
                     22280 2.0x/year    NaN
                     22280 2.4x/year    NaN
                     22280 4.1x/year    NaN
                     27670 2.0x/year    NaN
                     27670 4.1x/year    NaN
    ~ Column organization_categorization (new data)
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system organization_categorization
                     22280 2.7x/year                         NaN
                     25175 2.7x/year                         NaN
                     25219 2.6x/year                         NaN
                     27670 2.7x/year                         NaN
                     27670 6.0x/year                         NaN
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system organization_categorization
                     22280 2.0x/year                         NaN
                     22280 2.4x/year                         NaN
                     22280 4.1x/year                         NaN
                     27670 2.0x/year                         NaN
                     27670 4.1x/year                         NaN
    ~ Column parameters (new data, changed data)
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system  parameters
                     22280 2.7x/year        <NA>
                     25175 2.7x/year        <NA>
                     25219 2.6x/year  43045052.0
                     27670 2.7x/year        <NA>
                     27670 6.0x/year        <NA>
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system     parameters
                     22280 2.0x/year    577927.0625
                     22280 2.4x/year           <NA>
                     22280 4.1x/year           <NA>
                     27670 2.0x/year  15831742464.0
                     27670 4.1x/year           <NA>
    ~ Column publication_date (new data)
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system publication_date
                     22280 2.7x/year              NaT
                     25175 2.7x/year              NaT
                     25219 2.6x/year              NaT
                     27670 2.7x/year              NaT
                     27670 6.0x/year              NaT
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system publication_date
                     22280 2.0x/year              NaT
                     22280 2.4x/year              NaT
                     22280 4.1x/year              NaT
                     27670 2.0x/year              NaT
                     27670 4.1x/year              NaT
    ~ Column training_computation_petaflop (new data, changed data)
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system  training_computation_petaflop
                     22280 2.7x/year                       2.688788
                     25175 2.7x/year                    7477.898438
                     25219 2.6x/year                           <NA>
                     27670 2.7x/year                           <NA>
                     27670 6.0x/year                   1610775936.0
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system  training_computation_petaflop
                     22280 2.0x/year                           <NA>
                     22280 2.4x/year                           <NA>
                     22280 4.1x/year                       0.190074
                     27670 2.0x/year                           <NA>
                     27670 4.1x/year                    466952832.0
    ~ Column training_dataset_size__datapoints (new data, changed data)
+       + New values: 12 / 880 (1.36%)
           days_since_1949    system  training_dataset_size__datapoints
                     22280 2.7x/year                               <NA>
                     25175 2.7x/year                               <NA>
                     25219 2.6x/year                               <NA>
                     27670 2.7x/year                     120066277376.0
                     27670 6.0x/year                               <NA>
-       - Removed values: 6 / 880 (0.68%)
           days_since_1949    system  training_dataset_size__datapoints
                     22280 2.0x/year                               <NA>
                     22280 2.4x/year                      124078.632812
                     22280 4.1x/year                               <NA>
                     27670 2.0x/year                               <NA>
                     27670 4.1x/year                               <NA>


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: 2024-11-29 12:50:16 UTC
Execution time: 4.50 seconds

@veronikasamborska1994 veronikasamborska1994 changed the title 🚧 ai: Epoch test 3 regression lines 💄 ai: Epoch - improve regression charts Nov 29, 2024
@veronikasamborska1994 veronikasamborska1994 merged commit 275fcdc into master Nov 29, 2024
8 of 9 checks passed
@veronikasamborska1994 veronikasamborska1994 deleted the ai-test-reg branch November 29, 2024 12:59
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