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https://arxiv.org/pdf/2106.03152
Fine-tuning im-proves the accuracy by 16.3% and shows that there is room for improvement for our method using better feature repre-sentations. 2.3. Experiments on EPIC-KITCHENS-100 Epic-Kitchens-100 [1] is the recently released extension to Epic-Kitchens-55 [2]. It is the largest egocentric dataset with 100 hours of egocentric recordings ...
https://blog.sqlauthority.com/2015/02/13/sql-server-warning-null-value-is-eliminated-by-an-aggregate-or-other-set-operation/
Feb 13, 2015 · Pinal Dave is an SQL Server Performance Tuning Expert and independent consultant with over 17 years of hands-on experience.He holds a Masters of Science degree and numerous database certifications. Pinal has authored 13 SQL Server database books and 40 Pluralsight courses.
https://www.ibm.com/products/netezza
“With Netezza Performance Server, we can monitor call data reports that aggregate an enormous amount of data in order to spot quality issues and margin leak in real time. These reports, which previously took several hours to run, can now be executed in mere seconds.” — Mano Haran, Senior Director of IT, iBasis
https://docs.oracle.com/cd/B19306_01/server.102/b14211/memory.htm
You can use the following steps as a tuning guideline in tuning PGA_AGGREGATE_TARGET: Set PGA_AGGREGATE_TARGET so there is no memory over-allocation; avoid setting it in the over-allocation zone. In Example 7-8, PGA_AGGREGATE_TARGET should be set to at least 375 MB.
https://ci.apache.org/projects/flink/flink-docs-release-1.13/docs/dev/table/functions/systemfunctions/
System (Built-in) Functions # Flink Table API & SQL provides users with a set of built-in functions for data transformations. This page gives a brief overview of them. If a function that you need is not supported yet, you can implement a user-defined function. If you think that the function is general enough, please open a Jira issue for it with a detailed description.
http://www.dba-oracle.com/art_sql_tune.htm
Oracle SQL tuning is a phenomenally complex subject. Entire books have been written about the nuances of Oracle SQL tuning; however, there are some general guidelines that every Oracle DBA follows in order to improve the performance of their systems. Again, see the book "Oracle Tuning…
https://docs.microsoft.com/en-us/azure/azure-sql/database/performance-guidance
Jul 26, 2021 · Most of the best practices for tuning queries and understanding the reasoning model limitations for the query optimizer also apply to Azure SQL Database and Azure SQL Managed Instance. If you tune queries in Azure SQL Database and Azure SQL Managed Instance, you might get the additional benefit of reducing aggregate resource demands.
http://mccormickml.com/2019/07/22/BERT-fine-tuning/
Jul 22, 2019 · The code in this notebook is actually a simplified version of the run_glue.py example script from huggingface.. run_glue.py is a helpful utility which allows you to pick which GLUE benchmark task you want to run on, and which pre-trained model you want to use (you can see the list of possible models here).It also supports using either the CPU, a single GPU, or multiple GPUs.
https://www.ecb.europa.eu/press/key/date/2005/html/sp051114.en.html
Fiscal policy can promote macroeconomic stability by sustaining aggregate demand and private sector incomes during an economic downturn and by moderating economic activity during periods of strong growth. An important stabilising function of fiscal policy operates through the so-called “automatic fiscal stabilisers”.
https://docs.microsoft.com/en-us/projectonline/tune-project-online-performance
Mar 28, 2018 · Office 365 and SharePoint Online best practices. There is a wealth of information around network planning and performance tuning for SharePoint Online and Office 365.All this information is relevant to Project Online customers and should be consulted in addition to the following best practices specific to Project Online.
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