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GPU accelerators for AI workloads?

Edge AI hardware options?

GPU vs NPU differences?

How much VRAM for AI?

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NEMIX RAM 32GB (1X32GB) DDR5 4800MHZ PC5-38400 2Rx8 1.1V 288-PIN ECC Unbuffered UDIMM - OEM

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PNY NVIDIA RTX PRO 5000 Blackwell Graphic Card - 48 GB GDDR7 ECC - PCIe 5.0 x16 - 384-Bit - 2x Slot - Active - FHFL - 300 W - Bulk - VCNRTXPRO5000B-PB Graphics Card

$8,999^.99

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AMD EPYC 5th Gen 9005 Series (Thirty-Two-Core) 32 Core - Model 9355P AMD - EPYC - Processor / Clock Speed: 3.55 - Total Threads: 64 - Socket SP5 - L3 Cache - 256MB Memory - OEM

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AMD EPYC 5th Gen 9005 Series (Thirty-Two-Core) 32 Core - Model 9355P AMD - EPYC - Processor / Clock Speed: 3.55 - Total Threads: 64 - Socket SP5 - L3 Cache - 256MB Memory - OEM

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Intel Xeon w5-2565X Octadeca-core (18 Core) 3.20 GHz Processor - OEM Pack - Box - 37.50 MB L3 Cache - 64-bit Processing - 4.80 GHz Overclocking Speed - Socket LGA-4677 - Intel vPro Tech- BX807132565X - OEM

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Intel Xeon w5-2565X Octadeca-core (18 Core) 3.20 GHz Processor - OEM Pack - Box - 37.50 MB L3 Cache - 64-bit Processing - 4.80 GHz Overclocking Speed - Socket LGA-4677 - Intel vPro Tech- BX807132565X - OEM

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Sold Price: $1,579.00

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AMD EPYC 9004 (4th Gen) 9754 Octacosahecta-core (128 Core) 2.25 GHz Processor - 256 MB L3 Cache - 64-bit Processing - 3.10 GHz Overclocking Speed - 5 nm - Socket SP5 No Graphics - 100-000001234 - OEM

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AMD EPYC 9004 (4th Gen) 9754 Octacosahecta-core (128 Core) 2.25 GHz Processor - 256 MB L3 Cache - 64-bit Processing - 3.10 GHz Overclocking Speed - 5 nm - Socket SP5 No Graphics - 100-000001234 - OEM

$6,972^.99

$9,929.99

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Kingston 256GB (8 x 32GB) DDR5 5600MT/s CL28 FURY Renegade Pro RDIMM Black EXPO - For Motherboard - 256 GB (8 x 32GB) - DDR5-5600/PC5-44800 DDR5 SDRAM - 5600 MHz Dual-rank Memory - CL28 - 1.35 V - ECC

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GIGABYTE MW54-HP0 Motherboard - Intel® Xeon® 600 Processors for Workstations - ATX UP

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GIGABYTE MW54-HP0 Motherboard - Intel® Xeon® 600 Processors for Workstations - ATX UP

$759^.00

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Intel Xeon Gold (4th Gen) 6426Y Hexadeca-core (16 Core) 2.50 GHz Processor - 37.50 MB L3 Cache - 64-bit Processing - 4.10 GHz Overclocking Speed - Socket LGA-4677 - 185 W - 32 Threads - OEM

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Intel Xeon Gold (4th Gen) 6426Y Hexadeca-core (16 Core) 2.50 GHz Processor - 37.50 MB L3 Cache - 64-bit Processing - 4.10 GHz Overclocking Speed - Socket LGA-4677 - 185 W - 32 Threads - OEM

$1,799^.99

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Intel Xeon Bronze (4th Gen) 3408U Octa-core (8 Core) 1.80 GHz Processor - 22.50 MB L3 Cache - 64-bit Processing - 1.90 GHz Overclocking Speed - Socket LGA-4677 - 125 W - 8 Threads - OEM

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Intel Xeon Bronze (4th Gen) 3408U Octa-core (8 Core) 1.80 GHz Processor - 22.50 MB L3 Cache - 64-bit Processing - 1.90 GHz Overclocking Speed - Socket LGA-4677 - 125 W - 8 Threads - OEM

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Sold Price: $474.99

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SUPERMICRO MBD-X13SAZ-Q-O Micro ATX Server Motherboard LGA 1700 Intel Q670E

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SUPERMICRO MBD-X13SAZ-Q-O Micro ATX Server Motherboard LGA 1700 Intel Q670E

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Sold Price: $432.99

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Tripp Lite SRCOOL7KRME series AC Unit for Server Racks - 9,000 BTU (2.7 kW), 120V, R32 Refrigerant, 8U Rack, Black

$1,124^.99

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AsRock Rack TURIND8-2L2T CEB Motherboard Socket SP5

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AsRock Rack TURIND8-2L2T CEB Motherboard Socket SP5

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Supermicro X14SBI-F Server Motherboard, Intel® Xeon® 6700-series processors with E-cores, Single Socket LGA-4710 (Socket E2) supported, CPU TDP supports Up to 350W TDP

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Supermicro X14SBI-F Server Motherboard, Intel® Xeon® 6700-series processors with E-cores, Single Socket LGA-4710 (Socket E2) supported, CPU TDP supports Up to 350W TDP

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Sold Price: $609.00

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AsRock Rack ROME2D16-2T EEB Server Motherboard Dual Socket AMD SP3 (LGA4094) EPYC 7002 series Dual 10G

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AsRock Rack ROME2D16-2T EEB Server Motherboard Dual Socket AMD SP3 (LGA4094) EPYC 7002 series Dual 10G

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Sold Price: $769.00

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G.SKILL G5 Neo Series 192GB (4 x 48GB) ECC Registered DDR5 6000 (PC5 48000) Server Memory Model F5-6000R3036G48GQ4-G5N

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G.SKILL G5 Neo Series 192GB (4 x 48GB) ECC Registered DDR5 6000 (PC5 48000) Server Memory Model F5-6000R3036G48GQ4-G5N

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Supermicro X13SWA-TF Motherboard, Intel® Xeon® W-3400 series, W-2400 series, W-3500 series, W-2500 series processors, Up to 60 CPU cores and a thermal design power (TDP) of up to 385W. Intel W790.

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Supermicro X13SWA-TF Motherboard, Intel® Xeon® W-3400 series, W-2400 series, W-3500 series, W-2500 series processors, Up to 60 CPU cores and a thermal design power (TDP) of up to 385W. Intel W790.

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Sold Price: $881.00

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StarTech.com UNIRAILS3U 3U Fixed 19" Adjustable Depth Universal Server Rack Rails

$127^.99

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Silverstone CS-RM23-502 2U dual 5.25" Drive Bay ATX Rackmount Industrial Storage Server Chassis with USB 3.1 Gen1 interface

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Sold Price: $159.99

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StarTech.com 8U Wall-Mount Server Rack with Built-in Shelf - Solid Steel - Adjustable Depth 12in to 18in

$196^.99

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iStarUSA D-400-6-ND Black 1.2mm SECC Zinc-Coated Steel 4U Rackmount Compact Stylish Chassis

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iStarUSA D-400-6-ND Black 1.2mm SECC Zinc-Coated Steel 4U Rackmount Compact Stylish Chassis

$349^.99

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AMD EPYC 9004 (4th Gen) 9354P Dotriaconta-core (32 Core) 3.25 GHz Processor - 256 MB L3 Cache - 64-bit Processing - 3.80 GHz Overclocking Speed - Socket SP5 No Graphics - 280 W - 64 Threads - OEM

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AMD EPYC 9004 (4th Gen) 9354P Dotriaconta-core (32 Core) 3.25 GHz Processor - 256 MB L3 Cache - 64-bit Processing - 3.80 GHz Overclocking Speed - Socket SP5 No Graphics - 280 W - 64 Threads - OEM

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Sold Price: $2,535.99

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LSI 9300 MegaRAID SAS 9361-8i (LSI00417) PCI-Express 3.0 x8 Low Profile SATA / SAS High Performance Eight-Port 12Gb/s RAID Controller (Single Pack)--Avago Technologies

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Sold Price: $713.99

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Broadcom 9670-24i Tri-Mode 24G SAS RAID Controller - 05-50123-00

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Sold Price: $2,799.99

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StarTech 8U Desktop Rack - 19 in. 2-Post Open Frame Rack

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StarTech 8U Desktop Rack - 19 in. 2-Post Open Frame Rack

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Sold Price: $63.99

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Silverstone RM22-308, 2U 8-bay 2.5" / 3.5" HDD / SSD rackmount storage chassis with Mini-SAS HD SFF-8643 12 Gb/s interface

$472^.99

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Supermicro MBD-X13SEI-TF Server Motherboard - Intel C741 - Intel Xeon 4thGen/5thGen Support - 8 DIMM Slots - 10 SATA (6Gbps) - Bulk Packaging

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Supermicro MBD-X13SEI-TF Server Motherboard - Intel C741 - Intel Xeon 4thGen/5thGen Support - 8 DIMM Slots - 10 SATA (6Gbps) - Bulk Packaging

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Sold Price: $699.99

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NEMIX RAM 96GB (2X48GB) DDR5 4800MHZ PC5-38400 2Rx8 1.1V 288-PIN ECC Unbuffered UDIMM KIT - OEM

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Sold Price: $2,898.99

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ASRock Rack Server Motherboard SIENAD8UD-2L2Q Deep Micro-ATX 2x SFP28 Single Socket SP6 (LGA 4844) AMD EPYC™ 8004

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ASRock Rack Server Motherboard SIENAD8UD-2L2Q Deep Micro-ATX 2x SFP28 Single Socket SP6 (LGA 4844) AMD EPYC™ 8004

$679^.99

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Athena Power RM-1U1122HE12 12Gb/s 1U Hot-Swap 12-Bay E-ATX Rackmount Server Chassis w/ 12Gbps Mini-SAS Backplane Supports 12 x 2.5" SAS / SATA SSD / HDD - Support 2.5" Enterprise HDD (H=15mm) - OEM

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Sold Price: $332.99

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Intel Xeon w7-2495X Tetracosa-core (24 Core) 2.50 GHz Processor - 45 MB L3 Cache - 64-bit Processing - 4.80 GHz Overclocking Speed - Socket LGA-4677- Intel vPro Technology -48 Threads- PK8071305126600 - OEM

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Intel Xeon w7-2495X Tetracosa-core (24 Core) 2.50 GHz Processor - 45 MB L3 Cache - 64-bit Processing - 4.80 GHz Overclocking Speed - Socket LGA-4677- Intel vPro Technology -48 Threads- PK8071305126600 - OEM

$2,499^.99

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Tripp Lite SRW12USDPG SmartRack 12U UPS-Depth Wall-Mount Rack Enclosure Cabinet

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Sold Price: $699.99

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AMD EPYC 7002 (2nd Gen) 7702 Tetrahexaconta-core (64 Core) 2 GHz Processor-OEM Pack-256 MB L3 Cache - 32 MB L2 Cache-64-bit Processing - 3.35 GHz Overclocking Speed-7 nm -Socket SP3-200 W- 128 Threads - OEM

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AMD EPYC 7002 (2nd Gen) 7702 Tetrahexaconta-core (64 Core) 2 GHz Processor-OEM Pack-256 MB L3 Cache - 32 MB L2 Cache-64-bit Processing - 3.35 GHz Overclocking Speed-7 nm -Socket SP3-200 W- 128 Threads - OEM

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Sold Price: $3,923.99

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Intel Xeon Silver (4th Gen) 4410Y Dodeca-core (12 Core) 2 GHz Processor - 30 MB L3 Cache - 64-bit Processing - 3.90 GHz Overclocking Speed - Socket LGA-4677 - 150 W - 24 Threads

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Intel Xeon Silver (4th Gen) 4410Y Dodeca-core (12 Core) 2 GHz Processor - 30 MB L3 Cache - 64-bit Processing - 3.90 GHz Overclocking Speed - Socket LGA-4677 - 150 W - 24 Threads

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Sold Price: $698.99

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Rosewill HEARTH NAS MAX | Server Chassis | Supports up to 6 x 3.5" Hot Swap HDD and 6 x 2.5" SSD | E-ATX & SSI-EEB Compatible | 2 x slim fan for HDD | 5 x Server- grade fans | 360mm AIO Support | 2 x

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$329^.99

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Kingston KSM64R52BD4-96 RAM Module - For Computer - 96 GB (1 x 96GB) - DDR5-6400/PC5-51200 DDR5 SDRAM - 6400 MHz Dual-rank Memory - CL52 - 1.10 V - ECC - Registered - 288-pin - DIMM -

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StarTech.com M.2 to PCIe Adapter Card M2-REMOVABLE-PCIE-N1

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