# How can hardware companies expand mojo and max to enable them to utilize more accelerators
**URL:** https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320
**Category:** MAX
**Created:** [April 26, 2025, 5:59pm UTC](https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320 "2025-04-26T17:59:04Z")
**Posts on this page:** 5
**Page:** 1
### Author:  [@steepcurve](https://forum.modular.com/u/steepcurve)
#### Post date: [April 26, 2025, 5:59pm UTC](https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320/1 "2025-04-26T17:59:04Z")
I believe Mojo and Max represent the next generation of AI infrastructure. So, if more hardware companies want to leverage this software stack to support their unique accelerators, what key steps would they likely need to take?
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### Author:  [@clattner](https://forum.modular.com/u/clattner)
#### Post date: [April 27, 2025, 12:11am UTC](https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320/2 "2025-04-27T00:11:42Z")
We’re not quite ready to expand to arbitrary accelerators yet (we have quite a lot to get done in the next quarter or perhaps two). That said, you can prepare by building an high quality code generator for your chip, e.g. an LLVM backend. This should do register allocation and scheduling, and should expose the fancy features of your architecture with intrinsics or assembly instructions.
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### Author:  [@hossein1387](https://forum.modular.com/u/hossein1387)
#### Post date: [June 9, 2025, 11:53pm UTC](https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320/3 "2025-06-09T23:53:27Z")
Any plans for mobile GPUs? specifically Qualcomm?
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### Author:  [@clattner](https://forum.modular.com/u/clattner)
#### Post date: [June 10, 2025, 8:48am UTC](https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320/4 "2025-06-10T08:48:08Z")
We haven’t announced anything for mobile GPUs, but if you’re interested in them, please reach out to the HW vendor to let them know that you’d like to see this. Thanks!
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### Author:  [@system](https://forum.modular.com/u/system)
#### Post date: [December 7, 2025, 8:48am UTC](https://forum.modular.com/t/how-can-hardware-companies-expand-mojo-and-max-to-enable-them-to-utilize-more-accelerators/1320/5 "2025-12-07T08:48:59Z")
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