Product	AMD Instinct™ MI100 Accelerator - 32GB HBM2 - PCIe 4.0 x16 - Passive Cooling	AMD Instinct™ MI210 Accelerator - 64GB HBM2e - PCIe 4.0 x16 - Passive Cooling	NVIDIA® A10 GPU Computing Accelerator - 24GB GDDR6 - PCIe 4.0 x16 - Passive Cooler (w/o CEC)	NVIDIA® A30 GPU Computing Accelerator - 24GB HBM2 - PCIe 4.0 x16 - Passive Cooler	NVIDIA® A40 GPU Computing Accelerator - 48GB GDDR6 - PCIe 4.0 x16 - Passive Cooling	NVIDIA® L4 ADA GPU Computing Accelerator - 24GB GDDR6X - PCIe 4.0 x16 - Passive Cooling	NVIDIA® L40 ADA GPU Computing Accelerator - 48GB GDDR6 - PCIe 4.0 x16 - Passive Cooling	NVIDIA® L40S ADA GPU Computing Accelerator - 48GB GDDR6 - PCIe 4.0 x16 - Passive Cooling	NVIDIA® RTX A2000 - 12GB GDDR6 - PCIe 4.0 x16 - Active Cooling (4x mDP)	NVIDIA® RTX A4000 - 16GB GDDR6 - PCIe 4.0 x16 - Active Cooling (4xDP)	NVIDIA® RTX A6000 - 48GB GDDR6 - PCIe 4.0 x16 - Active Cooling (4xDP)
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Main Specifications
Product Series	AMD Instinct	AMD Instinct	Nvidia A10	Nvidia A30	Nvidia A40	Nvidia L4	Nvidia L40	Nvidia L40S
Core Type			NVIDIA TENSOR	NVIDIA TENSOR	NVIDIA TENSOR	NVIDIA TENSOR	NVIDIA TENSOR	NVIDIA TENSOR
Core Clock Speed	1502 MHz	1700 MHz	885 MHz (1695 MHz Boost Clock)			795 MHz Base | 2040 MHz Boost
Host Interface	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16 64GB/s	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16	PCI Express 4.0 x16
GPU Architecture	CDNA	CDNA2	Ampere	Ampere	Ampere	Ada Lovelace	Ada Lovelace	Ada Lovelace
Product Type									Workstation	Workstation	Workstation
Product Line									NVIDIA Professional Graphics	NVIDIA Professional Graphics	NVIDIA Professional Graphics
Memory Technology									GDDR6 with ECC	GDDR6 with ECC	GDDR6
Memory Capacity									12 GB GDDR6 with ECC	16 GB GDDR6 with ECC	48 GB
Max Displays									4 Displays	4 Displays
Detailed Specifications
Streaming Processor Cores	7,680	6656			10752 CUDA Cores			18,176	3328 CUDA Cores	6144 CUDA Cores	10752 Shading Units
Compute Units	120	104
NVIDIA Tensor Cores					336 Tensor Cores			568 | Gen 4	104	192	336
NVIDIA RT Cores			72 RT Cores		84 RT Cores			142 | Gen 3	26	48	84
Memory Clock Speed	1.2 GHz	1.6 GHz	1563 MHz			6251 MHz			6001 MHz		2000 MHz 16 Gbps effective
Memory Interface	4096-bit	4096-bit			384-bit	192-bit			192-bit	256-bit	384-bit
Memory Speeds (GT/s)					14.5Gbps GDDR6
Max Memory Size	32 GB HBM2	64 GB HBM2e	24 GB GDDR6	24 GB HBM2	48 GB GDDR6 with error-correcting code (ECC)	24 GB	48 GB GDDR6 with ECC	48GB GDDR6 with ECC
Max Memory Bandwidth	Up to 1228.8 GB/s	Up to 1638.4 GB/s	600 GB/s	933 GB/s	696 GB/s	300 GB/s		864 GB/s
Infinity Fabric™ Links	3	3
Peak Infinity Fabric™ Link Bandwidth	92 GB/s	100 GB/s
Peak FP64				5.2 teraFLOPS
Peak FP64 Tensor Core				10.3 teraFLOPS
Peak FP32		22.6 TFLOPs	31.2 teraFLOPS	10.3 teraFLOPS		30.3 TFLOPS		91.6 teraFLOPS
Peak TF32 Tensor Core			62.5 teraFLOPS | 125 teraFLOPS	82 teraFLOPS | 165 teraFLOPS		120 TFLOPS | Sparsity		183 teraFLOPS
Peak BFLOAT16 Tensor Core			125 teraFLOPS | 250 teraFLOPS	165 teraFLOPS | 330 teraFLOPS		242 TFLOPS | Sparsity		362.05 teraFLOPS
Peak FP16 Tensor Core			125 teraFLOPS | 250 teraFLOPS	165 teraFLOPS | 330 teraFLOPS		242 TFLOPS | Sparsity		362.05 teraFLOPS
Peak FP8 Tensor Core						485 TFLOPS | Sparsity		733 teraFLOPS
Peak INT8 Tensor Core			250 TOPS | 500 TOPS	330 TOPS | 661 TOPS		485 TOPS | Sparsity		733 teraFLOPS
Peak INT4 Tensor Core			500 TOPS | 1,000 TOPS	661 TOPS | 1321 TOPS				733 teraFLOPS
NVIDIA NVLink™ Interconnect Bandwidth				Third-gen NVLINK: 200GB/s	NVIDIA NVLink 112.5 GB/s (bidirectional) PCIe Gen4 16 GB/s			Not supported
Multi-Instance GPUs								No
Tensor Performance									63.9 TFLOPS
NVIDIA CUDA™ Technology										Yes	Yes
vGPU Software Support							NVIDIA vPC/vApps, NVIDIA RTX Virtual Workstation (vWS)
NVENC | NVDEC						2 | 4 | 4 | JPEG Decoders | AV1 Encode and Decode	3x | 3x (Includes AV1 Encode & Decode)	3x l 3x (includes AV1 encode and decode)
Secure Boot with Root of Trust						Yes	Yes	Yes
NEBS Ready						Yes | Level 3	Yes / Level 3	Level 3
Peak Half Precision (FP16) Performance	184.6 TFLOPs
Peak Single Precision Matrix (FP32) Performance	46.1 TFLOPs	45.3 TFLOPs
Peak Double Precision Matrix (FP64) Performance		45.3 TFLOPs
Peak Single Precision (FP32) Performance	23.1 TFLOPs
Peak Double Precision (FP64) Performance	11.5 TFLOPs	22.6 TFLOPs
Peak INT4 Performance	184.6 TOPs	181 TOPs
Peak INT8 Performance	184.6 TOPs
Peak bfloat16	92.3 TFLOPs	181 TFLOPs
ECC Protection		Yes (Full-Chip)				On by Default
Transistor Count									13.25 Billion	17.4 Billion	28.3 Billion
DisplayPort Connectors					3x DisplayPort 1.4 A40 is configured for virtualization by default with physical display connectors disabled. The display outputs can be enabled via management software tools.	None | vGPU Only	4x DP 1.4a	4x DisplayPort 1.4a
OS Support	Linux x86_64	Linux x86_64
Cooling	Passive	Passive	Passive		Passive	Passive	Passive	Passive
Dual Slot	yes	yes	Single-slot	Dual-slot	2-slot Low-profile	No	Yes
Dimensions	10.5" (267 mm) Board Length	10.5" (267 mm) Board Length	FHFL		4.4" (H) x 10.5" (L)		4.4" (H) x 10.5" (L)	4.4" (H) x 10.5" (L)	2.713" H x 6.6" L	4.4” H x 9.5” L	4.4" (H) x 10.5" (L)
Form Factor		Full Height				6.61” L x 2.71” H (Low-profile)	PCIe
Lithography	TSMC 7nm FinFET		8 nm		Samsung 8nm				8nm	8nm	Samsung 8nm
Supplementary Power Connectors	2x PCIe 8-pin connectors	1x8 pin 12V EPS	None	1x 8-pin CPU (EPS12V)	1x 8-pin CPU (EPS12V)		1x 16-pin PCIe CEM5	1x 16-pin		1x 6-pin PCIe	1x 8-pin EPS
Max Graphics Card Power (W)	300W	300W Peak	150W	165W	300W	72W	300W	350W	70W	140W	300W
Processor									Ampere	Ampere (GA104)	Ampere (GA102)
Memory Bandwidth									288 GB/sec	448 GB/sec	768 GB/s
Core Clock Speed											1455 MHz Base Clock 1860 MHz Boost Clock
L2 Cache Size											6 MB
API Support											CUDA 8.5, OpenCL 2.0 Shader Model 6.5, OpenGL 4.6, DirectX 12 Ultimate (12_2), Vulkan 1.2
Texture Fill Rate											625 GTexel/s
Graphics Resolution									2x 7680 x 4320 at 60 Hz	Max Digital Resolution: 7680 x 4320 x36 bpp at 60 Hz	7680 x 4320 x36 bpp at 60 Hz
Peak Double Precision FP64 Performance											1,250 GFLOPS (1:32)
Peak Single Precision FP32 Performance									8.0 TFLOPS		38.7 TFLOPS
Peak Half Precision FP16 Performance											40.00 TFLOPS (1:1)
Deep Learning TFLOPS										153.4 TFLOPS
Multi-GPU Scalability											NVLINK 2-way low profile (2-slot and 3-slot bridges) connects 2x NVIDIA RTX A6000
NVLink Interconnect											112.5 GB/s (bidirectional)
RT Core Performance									15.6 TLOPS
VR Ready											Yes
Vulkan API											1.2
DisplayPort Output										4x DisplayPort 1.4a	4x DisplayPort 1.4a
Mini DisplayPort Output									4x mDP Latching
Minimum Recommended Power, Single Card (W)										300W	700W
Minimum Recommended Power, 2-Way (W)										500	850
Minimum Recommended Power, 3-Way (W)										850	1000
Minimum Recommended Power, 4-Way (W)										1000	1200
Thermal Solution									Active Heatsink	Active Heatsink	Active Heatsink
Slot Height									2-Slot	Single Slot	2-Slot
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