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请收下这份Inside TensorFlow视频资料!

西门宇少 2021-11-01
351

这份Inside TensorFlow系列视频是Google share出来的,并不是粗浅的TensorFlow编程课程,而是比较深入的讲述内核原理,听了几个部分真的挺不错的!建议大家收藏分享出去


我在这里把视频地址列出来,由于原视频在YouTube哦~



1

 Summary



看看目录有没有你感兴趣的:


  1. Inside TensorFlow: Parameter Server Training

  2. Inside TensorFlow: TF NumPy

  3. Inside TensorFlow: Building ML infra

  4. Inside TensorFlow: Quantization aware training

  5. Inside TensorFlow: New TF Lite converter

  6. Inside TensorFlow: TF Debugging

  7. Inside TensorFlow: TF-Agents

  8. Inside TensorFlow: tf.data+tf.distribute

  9. Inside TensorFlow: TF FileSystems

  10. Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Prunning)

  11. Inside TensorFlow: Eager execution runtime

  12. Inside TensorFlow: Graph rewriting (Macros, not Functions)

  13. Inside TensorFlow: Control Flow

  14. Inside TensorFlow: tf.data - TF Input Pipeline

  15. Inside TensorFlow: Summaries and TensorBoard

  16. Inside TensorFlow: Resources and Variants

  17. Inside TensorFlow: Functions, not Sessions

  18. Inside TensorFlow: tf.distribute.Strategy

  19. Inside TensorFlow: TensorFlow Lite

  20. Inside TensorFlow: tf.Keras (Part 1)

  21. Inside TensorFlow: tf.Keras (Part 2)

  22. Inside TensorFlow: AutoGraph

  23. Inside TensorFlow: MLIR for TF developers



2

 YouTube Resources





总站地址

https://www.youtube.com/playlist?list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza


分项地址

1. Inside TensorFlow:Parameter Server Training

https://www.youtube.com/watch?v=B2Tpv_N7wkg&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=1


2. Inside TensorFlow:TF NumPy

https://www.youtube.com/watch?v=DpOq0PJ0H38&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=2


3. Inside TensorFlow:Building ML infra

https://www.youtube.com/watch?v=_5cRyr-d-fk&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=3


4. Inside TensorFlow:Quantization aware training

https://www.youtube.com/watch?v=Q1oBXdizXwI&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=4


5. Inside TensorFlow:New TF Lite converter

https://www.youtube.com/watch?v=4xuxOKveu9U&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=5


6. Inside TensorFlow:TF Debugging

https://www.youtube.com/watch?v=RPocW_aMZKE&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=6


7. Inside TensorFlow:TF-Agents

https://www.youtube.com/watch?v=U7g7-Jzj9qo&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=7


8. Inside TensorFlow:tf.data+tf.distribute

https://www.youtube.com/watch?v=ZnukSLKEw34&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=8


9. Inside TensorFlow:TF FileSystems

https://www.youtube.com/watch?v=yTJ8QydIgVQ&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=9


10. Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Prunning)

https://www.youtube.com/watch?v=4iq-d2AmfRU&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=10


11. Inside TensorFlow:Eager execution runtime

https://www.youtube.com/watch?v=qjx65mD6nrc&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=11


12. Inside TensorFlow:Graph rewriting (Macros, not Functions)

https://www.youtube.com/watch?v=3Jthf8d_SxM&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=12


13. Inside TensorFlow:Control Flow

https://www.youtube.com/watch?v=IzKXEbpT9Lg&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=13


14. Inside TensorFlow:tf.data - TF Input Pipeline

https://www.youtube.com/watch?v=kVEOCfBy9uY&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=14


15. Inside TensorFlow:Summaries and TensorBoard

https://www.youtube.com/watch?v=OI4cskHUslQ&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=15


16. Inside TensorFlow:Resources and Variants

https://www.youtube.com/watch?v=uaRO0AV6Tto&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=16


17. Inside TensorFlow:Functions, not Sessions

https://www.youtube.com/watch?v=MSXouZPyTrc&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=17


18. Inside TensorFlow:tf.distribute.Strategy

https://www.youtube.com/watch?v=jKV53r9-H14&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=18


19. Inside TensorFlow:TensorFlow Lite

https://www.youtube.com/watch?v=gHN0jDbJz8E&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=20


20. Inside TensorFlow:tf.Keras (Part 1)

https://www.youtube.com/watch?v=UYRBHFAvLSs&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=19


21. Inside TensorFlow:tf.Keras (Part 2)

https://www.youtube.com/watch?v=uhzGTijaw8A&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=21


22. Inside TensorFlow:AutoGraph

https://www.youtube.com/watch?v=NIEgzljyDyI&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=22


23. Inside TensorFlow:MLIR for TF developers

https://www.youtube.com/watch?v=R5LLIj8EMxw&list=PLQY2H8rRoyvzIuB8rZXs7pfyjiSUs8Vza&index=23


戳我,狠狠吐槽~


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