Performance profiling in TF 2 (TF Dev Summit '20)

preview_player
Показать описание
This talk presents a profiler that Google internally uses to investigate TF performance on platforms including GPU, TPU, and CPU.

Speaker:
Qiumin Xu - Software Engineer

Resources:

event: TensorFlow Dev Summit 2020; re_ty: Publish; product: TensorFlow - General; fullname: Qiumin Xu;
  1. TensorFlow
  2. type: Conference Talk (Full production);
  3. pr_pr: TensorFlow
  4. purpose: Educate
Рекомендации по теме
Performance profiling in 0:09:47

Performance profiling in TF 2 (TF Dev Summit '20)

Status Performance Analysis 0:12:32

Status Performance Analysis in Team Fortress 2 | AI and Games #17

TensorFlow Profiler demo 0:07:51

TensorFlow Profiler demo (TF Dev Summit '20)

Custom VProf analysis 0:00:32

Custom VProf analysis of attribute munger performance

Analyzing Model Performance 0:54:19

Analyzing Model Performance Tf Profiler

TensorFlow Serving performance 0:08:49

TensorFlow Serving performance optimization

Team Fortress 2 0:15:23

Team Fortress 2 Uses the Same Bass Line EVERYWHERE

TF2 - The 0:02:06

TF2 - The Best Graphics Settings? (Source Engine) (Team Fortress 2)

Profiling Frameworks TensorFlow 0:24:52

Profiling Frameworks TensorFlow

Performance with Profiling 0:26:37

Performance with Profiling Part 3: Profiling and Production

Guide to Chrome's 0:24:54

Guide to Chrome's performance profiler

Profiling Deep Learning 0:56:07

Profiling Deep Learning

[TF2] HOW TO 0:03:19

[TF2] HOW TO CHANGE YOUR FOV AND VIEWMODEL SETTINGS AND MORE | Tutorial

This Character was 0:00:27

This Character was CUT from HL2!

Ultimate Team Fortress 0:06:10

Ultimate Team Fortress 2 FPS Boost | 2022

Timing Analysis – 0:01:38

Timing Analysis – Function Profiling - Fundamental Concepts

[2022] BEST PC 0:08:01

[2022] BEST PC Settings for Team Fortress 2! (Maximize FPS & Visibility)

Profiling Deep Learning 1:58:06

Profiling Deep Learning

Among Us in 0:00:06

Among Us in HD (Part 48) STOMP LOOP #Shorts

Profiling Deep Learning 0:53:01

Profiling Deep Learning Applications with NVIDIA NSight

The real reason 0:04:54

The real reason your aim is still terrible

Performance Analysis of 0:09:33

Performance Analysis of Optimized STARC-ABL Designs Across the Entire Mission Profile

This Color Exploit 0:00:59

This Color Exploit BYPASSES sv_cheats! 🎨 #tf2 #shorts

Support Vector Machine 0:02:19

Support Vector Machine (SVM) in 2 minutes

Комментарии
Автор

Great video!
How can I use tf profiler for custom training loops?

thFloorHarmony
Автор

Is it only for training model??
How can i use profiler to evaluate my model??

jaeyeobkim
Автор

I tried to learn tensorflow but code for tf and its concept like variables are just way to tough for me. Can anyone, who reads this comment tell me how did you understand tf and how did you learned the coding. It'll be get if you post some link. Thank you

cartoonchan