20 TOPS in a Wide-Temperature Module? TFNEW S230I2
TL;DR: TFNEW launched the S230I2, an AI compute module, on September 21, 2026. Rated at 20 TOPS INT8 / 10 TFLOPS FP16 with 12 GB LPDDR4X, H.264/H.265 hardware decode and JPEG encode/decode, in a wide-temperature design (-20°C to +85°C) — a compact AI module for edge boxes that live outside the climate-controlled room. Get specs and pricing: sales@tfnew.com.
Core Specifications (with Plain-Language Terms)
The S230I2 is an AI compute module — a compact, embeddable accelerator board that brings inference to devices rather than the other way around. Compute: 20 TOPS INT8 and 10 TFLOPS FP16 (TOPS = trillions of operations per second on quantized integer models, TFLOPS = trillions of floating-point operations) — the performance class for real-time video analytics, detection and classification on device. Memory: 12 GB LPDDR4X at 51.2 GB/s total bandwidth with ECC support (8/4 GB options available), plus built-in 64 MB SPI flash. Media: H.264/H.265 hardware decoder handling 40x 1080p30 streams, JPEG decode at 1080p 512 FPS and encode at 256 FPS with a 16384×16384 max resolution, plus HEIF decode at 480 FPS. External MMC and SATA interfaces provide storage. The standout spec is the operating range: -20°C to +85°C, a wide-temperature design for devices that live outdoors, on vehicles, or in unheated enclosures.
Specs at a Glance
| Item | S230I2 Value |
|---|---|
| AI compute | 20 TOPS INT8 / 10 TFLOPS FP16 |
| Memory | LPDDR4X 12/8/4 GB, 51.2/34.1/34.1 GB/s, ECC support; 64 MB SPI flash |
| Video decode | H.264/H.265 hardware decoder, 40x 1080p30 |
| JPEG | Decode 1080p 512 FPS, encode 256 FPS, up to 16384×16384 |
| HEIF decode | 1080p 480 FPS |
| I/O | External MMC, external SATA |
| Temperature | -20°C to +85°C wide-temperature design |
Why Wide-Temperature AI Is an Edge Requirement, Not a Feature
Most AI silicon is rated for a server room; the real edge is a pole, a factory wall or a vehicle, where ambient temperature swings far outside 20°C. The S230I2's -20°C to +85°C rating is what lets the inference run where the cameras and machines are — no conditioned enclosure required. The 20 TOPS INT8 class handles multi-stream video analytics on device, the hardware codecs offload 40 streams of decode and hundreds of FPS of JPEG, and 12 GB of LPDDR4X keeps detection models resident. It is an AI module designed around its deployment site, not around a datacenter aisle.
Where It Fits
- Outdoor video analytics: wide-temperature inference at the camera site
- Smart factory and vehicles: -20°C to +85°C for harsh enclosures
- Multi-stream video AI: 40x 1080p30 hardware decode beside 20 TOPS
- Edge appliance designs: compact module, MMC/SATA storage, ECC memory
Why the Numbers Matter
- 20 TOPS INT8 / 10 TFLOPS FP16: real-time inference performance class
- -20°C to +85°C: AI compute rated for the site, not the server room
- 40x 1080p30 H.264/H.265 decode: multi-stream video analytics on device
- 12 GB LPDDR4X with ECC: resident models with memory protection
- JPEG 512/256 FPS + HEIF: imaging pipeline offload
What TF NEW Says
"Edge AI dies at 50°C if you spec it like a rack server," said a TF NEW product manager. "The S230I2 carries 20 TOPS INT8, 12 GB of ECC LPDDR4X and 40-stream hardware decode in a -20°C to +85°C design — inference rated for the pole, the factory and the vehicle where the data actually is."
Quality and Availability
Every S230I2 is thermal-cycled across its full temperature range and burn-in tested — AI compute paths, codecs and memory validated before shipping. It ships with SDK, carrier-board reference designs and thermal documentation.
Pricing and Availability
The S230I2 is available now. Pricing varies by memory configuration and volume. Contact sales@tfnew.com or use the request-a-quote form at www.tfnew.com/contact for module pricing, evaluation kits and lead time.
About TF NEW
TF NEW (TF New Technology) is an enterprise AI infrastructure provider based at www.tfnew.com. It designs and delivers private AI, compute, networking, storage, cooling and edge systems as deployment-ready solutions — AI servers, AI workstations, edge AI, liquid cooling and enterprise rack servers — for AI factories, datacenters and edge projects worldwide.
Media Contact
TF NEW | sales@tfnew.com | www.tfnew.com/contact
FAQ
- What is the S230I2? A compact AI compute module rated at 20 TOPS INT8 / 10 TFLOPS FP16 with wide-temperature support.
- What is TOPS? Trillions of operations per second on quantized integer models — the metric for edge inference performance.
- What memory does it have? 12/8/4 GB LPDDR4X with ECC support, 51.2/34.1/34.1 GB/s bandwidth, plus 64 MB SPI flash.
- What codecs does it support? H.264/H.265 hardware decode (40x 1080p30), JPEG encode/decode and HEIF decode.
- What temperature range does it support? -20°C to +85°C wide-temperature design for outdoor and harsh-enclosure duty.