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:
Inside TensorFlow: Parameter Server Training
Inside TensorFlow: TF NumPy
Inside TensorFlow: Building ML infra
Inside TensorFlow: Quantization aware training
Inside TensorFlow: New TF Lite converter
Inside TensorFlow: TF Debugging
Inside TensorFlow: TF-Agents
Inside TensorFlow: tf.data+tf.distribute
Inside TensorFlow: TF FileSystems
Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Prunning)
Inside TensorFlow: Eager execution runtime
Inside TensorFlow: Graph rewriting (Macros, not Functions)
Inside TensorFlow: Control Flow
Inside TensorFlow: tf.data - TF Input Pipeline
Inside TensorFlow: Summaries and TensorBoard
Inside TensorFlow: Resources and Variants
Inside TensorFlow: Functions, not Sessions
Inside TensorFlow: tf.distribute.Strategy
Inside TensorFlow: TensorFlow Lite
Inside TensorFlow: tf.Keras (Part 1)
Inside TensorFlow: tf.Keras (Part 2)
Inside TensorFlow: AutoGraph
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
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