[ WebToolTip.com ] Advanced TensorFlow - Custom Training and Optimization

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/01. When Model.fit() Isn’t Enough.mp4

11 MB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/01. When Model.fit() Isn’t Enough.srt

6.9 kB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/02. Building the Complete GradientTape Loop.mp4

8.3 MB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/02. Building the Complete GradientTape Loop.srt

5.9 kB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/03. Correctness Conditions of a Custom Training Step.mp4

5.0 MB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/03. Correctness Conditions of a Custom Training Step.srt

3.6 kB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/04. Demo Train a Small Network End-to-end.mp4

18 MB

~Get Your Files Here !/01. Custom Training Loops The Production Baseline/04. Demo Train a Small Network End-to-end.srt

6.4 kB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/01. Why Training Becomes Unstable.mp4

7.1 MB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/01. Why Training Becomes Unstable.srt

5.6 kB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/02. Implement Gradient Clipping and LR Schedules.mp4

12 MB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/02. Implement Gradient Clipping and LR Schedules.srt

7.8 kB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/03. Tuning and Validating Stabilizers in Production.mp4

15 MB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/03. Tuning and Validating Stabilizers in Production.srt

8.5 kB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/04. Demo Stabilize Training with Clipping and Schedule.mp4

31 MB

~Get Your Files Here !/02. Optimization Controls Clipping and Schedules/04. Demo Stabilize Training with Clipping and Schedule.srt

10 kB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/01. Mixed Precision Mechanics That Matter.mp4

7.5 MB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/01. Mixed Precision Mechanics That Matter.srt

5.2 kB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/02. Nested GradientTape.mp4

5.7 MB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/02. Nested GradientTape.srt

4.7 kB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/03. Engineering Pattern Safe Mixed Precision and Nested Tape.mp4

18 MB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/03. Engineering Pattern Safe Mixed Precision and Nested Tape.srt

10 kB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/04. Demo Mixed Precision with Gradient Penalty.mp4

29 MB

~Get Your Files Here !/03. Advanced Loop Techniques Mixed Precision and Nested Tape/04. Demo Mixed Precision with Gradient Penalty.srt

11 kB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/01. When to Subclass Layer and Model.mp4

7.6 MB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/01. When to Subclass Layer and Model.srt

5.7 kB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/02. Implement Custom Components.mp4

3.8 MB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/02. Implement Custom Components.srt

3.5 kB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/03. Production Readiness Tracking and Saving Subclassed Components.mp4

18 MB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/03. Production Readiness Tracking and Saving Subclassed Components.srt

9.9 kB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/04. Demo Plug Custom Components into Training Part One.mp4

26 MB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/04. Demo Plug Custom Components into Training Part One.srt

12 kB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/05. Demo Plug Custom Components into Training Part Two.mp4

24 MB

~Get Your Files Here !/04. Custom Layers and Models Subclassing for Real Architectures/05. Demo Plug Custom Components into Training Part Two.srt

9.7 kB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/01. Designing Custom Losses and Metrics.mp4

14 MB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/01. Designing Custom Losses and Metrics.srt

8.7 kB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/02. Custom Optimizers and train_step().mp4

6.6 MB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/02. Custom Optimizers and train_step().srt

6.1 kB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/03. Validating Custom Components before You Trust Them.mp4

22 MB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/03. Validating Custom Components before You Trust Them.srt

14 kB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/04. Demo Specialized Training with train_step().mp4

43 MB

~Get Your Files Here !/05. Custom Training Components Losses, Metrics, Optimizers, and train_step()/04. Demo Specialized Training with train_step().srt

16 kB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/01. Strategy Selection and Trade-offs.mp4

6.4 MB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/01. Strategy Selection and Trade-offs.srt

4.6 kB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/02. Correctness and Performance in Distributed Training.mp4

12 MB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/02. Correctness and Performance in Distributed Training.srt

8.1 kB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/03. Converting Code to Distributed Execution.mp4

3.3 MB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/03. Converting Code to Distributed Execution.srt

2.5 kB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/04. Demo Distributed Custom Loop Part One.mp4

30 MB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/04. Demo Distributed Custom Loop Part One.srt

11 kB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/05. Demo Distributed Custom Loop Part Two.mp4

27 MB

~Get Your Files Here !/06. Distributed Training Strategies That Ship/05. Demo Distributed Custom Loop Part Two.srt

8.2 kB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/01. Pattern Map for Advanced Workflows.mp4

5.2 MB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/01. Pattern Map for Advanced Workflows.srt

3.1 kB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/02. Architecture-driven Training Step Patterns.mp4

8.0 MB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/02. Architecture-driven Training Step Patterns.srt

4.3 kB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/03. Building GNN Layers and Models.mp4

3.0 MB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/03. Building GNN Layers and Models.srt

1.8 kB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/04. VAEs and GANs with Custom Loops.mp4

2.6 MB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/04. VAEs and GANs with Custom Loops.srt

1.6 kB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/05. Demo RL Loop and Scikit-learn Integration–Part One.mp4

34 MB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/05. Demo RL Loop and Scikit-learn Integration–Part One.srt

11 kB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/06. Demo RL Loop and Scikit-learn Integration–Part Two.mp4

48 MB

~Get Your Files Here !/07. Architecture Spotlights GNNs, VAEs, GANs, RL, and scikit-learn Integration/06. Demo RL Loop and Scikit-learn Integration–Part Two.srt

15 kB

~Get Your Files Here !/Bonus Resources.txt

70 B