dardanvuc1996@gmail.com

How to Design Tensor Pipelines for Deep Learning Using Einops with Perception, Attention, and Multimodal Models

by
How to Design Tensor Pipelines for Deep Learning Using Einops with Perception, Attention, and Multimodal Models

section(“6) pack unpack”) B, Cemb = 2, 128 class_token = torch.randn(B, 1, Cemb, device=device) image_tokens = torch.randn(B, 196, Cemb, device=device) text_tokens = torch.randn(B, 32, Cemb, device=device) show_shape(“class_token”, class_token) show_shape(“image_tokens”, image_tokens) show_shape(“text_tokens”, text_tokens) packed, ps = pack([class_token, image_tokens, text_tokens], “b * c”) show_shape(“packed”, packed) print(“packed_shapes (ps):”, ps) mixer = nn.Sequential( nn.LayerNorm(Cemb), nn.Linear(Cemb, 4 * Cemb), nn.GELU(), … Read more

Want to Watch the 2026 Winter Olympics? You Can Stream Games Without Cable

by
Want to Watch the 2026 Winter Olympics? You Can Stream Games Without Cable

73% off for a 2-year plan (+4 free months). Now only $3.49/month See more details Thousands of the world’s best athletes are competing in the 25th edition Winter Olympics looking for gold. With events now taking place in multiple regions and cities — including Milan and, for the second time in Olympic history, the resort … Read more

The 6-Step Cycle to Ending Addiction to a Narcissistic Partner

by
The 6-Step Cycle to Ending Addiction to a Narcissistic Partner

As a professional researcher of narcissism and psychopathy, I have observed that there are six general stages of trauma survivors of narcissists often go through before they are sufficiently “caught” in the toxic relationship cycle. The trauma bond is an unbreakable bond that builds with abusers through power imbalances, periodic reinforcements such as hot and … Read more

Trump’s New Phone Is Reportedly Expensive, Looks Different, and Is Made in America

by
Trump’s New Phone Is Reportedly Expensive, Looks Different, and Is Made in America

Trump Mobile executives showed a handset they say is a close-to-production model of the T1 phone to The Verge, according to a report last week, among other sightings. changesi smartphone it has a completely different camera design than what was shown on the T1 purchase page. The Verge says it spoke via video call with … Read more

Choosing a Technology Content Generation Partner for Success

by
Choosing a Technology Content Generation Partner for Success

Why is your current B2B agency failing to engage technical buyers with its content? If your experience matches mine, you know the frustration of working with a traditional agency that doesn’t understand the depth of expertise desired by your diverse client audience. Clueless content leads to endless rewriting, which consumes the precious time (and energy!) … Read more

Exclusive: Oura Ring and Hormone Tracker Mira Help Bring Hormonal Health to Life Tracking

by
Exclusive: Oura Ring and Hormone Tracker Mira Help Bring Hormonal Health to Life Tracking

Hormonal health company Mira has partnered with Oura, makers of Oura Ringcombining hormone data collected by its egg-shaped monitor with Oura’s health metrics of sleep, readiness and temperature. This marks the first integration of lab-grade hormone data into daily health tracking. “Hormones have traditionally been thought of as something you measure on your own — … Read more

Alibaba Open-Sources Zvec: An Embedded Vector Database Bringing SQLite-like Simplicity and High Performance to the RAG Device at the Edge Application

by
Alibaba Open-Sources Zvec: An Embedded Vector Database Bringing SQLite-like Simplicity and High Performance to the RAG Device at the Edge Application

Alibaba Tongyi Lab’s research team has released ‘Zvec’, an open-source, in-process vector database that targets on-device performance and discovery. It is classified as a ‘data vector SQLite’ because it works as a library within your application and does not require any external service or daemon. It is designed for advanced retrieval generation (RAG), semantic search, … Read more