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Are AI startups in trouble?
Stability AI, the maker of the image generator Stable Diffusion, has been very publicly sinking. After securing more than $100 million in fundraising in 2022, the company has spent the better
part of the last year struggling to pay its bills.
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VFX pipeline – Render Wall Farm management topics
1: Introduction Title: Managing a VFX Facility’s Render Wall
- Briefly introduce the importance of managing a VFX facility’s render wall.
- Highlight how efficient management contributes to project timelines and overall productivity.
2: Daily Overview Title: Daily Management Routine
- Monitor Queues: Begin each day by reviewing render queues to assess workload and priorities.
- Resource Allocation: Allocate resources based on project demands and available hardware.
- Job Prioritization: Set rendering priorities according to project deadlines and importance.
- Queue Optimization: Adjust queue settings to maximize rendering efficiency.
3: Resource Allocation Title: Efficient Resource Management
- Hardware Utilization: Distribute rendering tasks across available machines for optimal resource usage.
- Balance Workloads: Avoid overloading specific machines while others remain underutilized.
- Consider Off-Peak Times: Schedule resource-intensive tasks during off-peak hours to enhance overall performance.
4: Job Prioritization Title: Prioritizing Rendering Tasks
- Deadline Sensitivity: Give higher priority to tasks with imminent deadlines to ensure timely delivery.
- Critical Shots: Identify shots crucial to the project’s narrative or visual impact for prioritization.
- Dependent Shots: Sequence shots that depend on others should be prioritized together.
5: Queue Optimization and Reporting Title: Streamlining Render Queues
- Dependency Management: Set up dependencies to ensure shots are rendered in the correct order.
- Error Handling: Implement automated error detection and requeueing mechanisms.
- Progress Tracking: Regularly monitor rendering progress and update stakeholders.
- Data Management: Archive completed renders and remove redundant data to free up storage.
- Reporting: Provide daily reports on rendering status, resource usage, and potential bottlenecks.
6: Conclusion Title: Enhancing VFX Workflow
- Effective management of a VFX facility’s render wall is essential for project success.
- Daily monitoring, resource allocation, job prioritization, queue optimization, and reporting are key components.
- A well-managed render wall ensures efficient production, timely delivery, and overall project success.
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Google – Artificial Intelligence free courses
1. Introduction to Large Language Models: Learn about the use cases and how to enhance the performance of large language models.
https://www.cloudskillsboost.google/course_templates/5392. Introduction to Generative AI: Discover the differences between Generative AI and traditional machine learning methods.
https://www.cloudskillsboost.google/course_templates/5363. Generative AI Fundamentals: Earn a skill badge by demonstrating your understanding of foundational concepts in Generative AI.
https://www.cloudskillsboost.google/paths4. Introduction to Responsible AI: Learn about the importance of Responsible AI and how Google implements it in its products.
https://www.cloudskillsboost.google/course_templates/5545. Encoder-Decoder Architecture: Learn about the encoder-decoder architecture, a critical component of machine learning for sequence-to-sequence tasks.
https://www.cloudskillsboost.google/course_templates/5436. Introduction to Image Generation: Discover diffusion models, a promising family of machine learning models in the image generation space.
https://www.cloudskillsboost.google/course_templates/5417. Transformer Models and BERT Model: Get a comprehensive introduction to the Transformer architecture and the Bidirectional Encoder Representations from the Transformers (BERT) model.
https://www.cloudskillsboost.google/course_templates/5388. Attention Mechanism: Learn about the attention mechanism, which allows neural networks to focus on specific parts of an input sequence.
https://www.cloudskillsboost.google/course_templates/537
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The Color of Infinite Temperature
This is the color of something infinitely hot.
Of course you’d instantly be fried by gamma rays of arbitrarily high frequency, but this would be its spectrum in the visible range.
johncarlosbaez.wordpress.com/2022/01/16/the-color-of-infinite-temperature/
This is also the color of a typical neutron star. They’re so hot they look the same.
It’s also the color of the early Universe!This was worked out by David Madore.
The color he got is sRGB(148,177,255).
www.htmlcsscolor.com/hex/94B1FFAnd according to the experts who sip latte all day and make up names for colors, this color is called ‘Perano’.