Radeon RX 580G vs Tesla T4

Primary details

GPU architecture, market segment, value for money and other general parameters compared.

Place in the ranking	264	not rated
Place by popularity	not in top-100	not in top-100
Power efficiency	26.05	no data
Architecture	Turing (2018−2022)	GCN 4.0 (2016−2020)
GPU code name	TU104	Polaris 20
Market segment	Workstation	Desktop
Release date	13 September 2018 (7 years ago)	15 October 2018 (7 years ago)

Detailed specifications

General parameters such as number of shaders, GPU core base clock and boost clock speeds, manufacturing process, texturing and calculation speed. Note that power consumption of some graphics cards can well exceed their nominal TDP, especially when overclocked.

Pipelines / CUDA cores	2560	2304
Core clock speed	585 MHz	1257 MHz
Boost clock speed	1590 MHz	1330 MHz
Number of transistors	13,600 million	5,700 million
Manufacturing process technology	12 nm	14 nm
Power consumption (TDP)	70 Watt	185 Watt
Texture fill rate	254.4	191.5
Floating-point processing power	8.141 TFLOPS	6.129 TFLOPS
ROPs	64	32
TMUs	160	144
Tensor Cores	320	no data
Ray Tracing Cores	40	no data
L1 Cache	2.5 MB	576 KB
L2 Cache	4 MB	2 MB

Form factor & compatibility

Information on compatibility with other computer components. Useful when choosing a future computer configuration or upgrading an existing one. For desktop graphics cards it's interface and bus (motherboard compatibility), additional power connectors (power supply compatibility).

Interface	PCIe 3.0 x16	PCIe 3.0 x16
Length	168 mm	241 mm
Width	1-slot	2-slot
Supplementary power connectors	None	1x 8-pin

VRAM capacity and type

Parameters of VRAM installed: its type, size, bus, clock and resulting bandwidth. Integrated GPUs have no dedicated video RAM and use a shared part of system RAM.

Memory type	GDDR6	GDDR5
Maximum RAM amount	16 GB	8 GB
Memory bus width	256 Bit	256 Bit
Memory clock speed	1250 MHz	2000 MHz
Memory bandwidth	320.0 GB/s	256.0 GB/s

Connectivity and outputs

This section shows the types and number of video connectors on each GPU. The data applies specifically to desktop reference models (for example, NVIDIA’s Founders Edition). OEM partners often modify both the number and types of ports. On notebook GPUs, video‐output options are determined by the laptop’s design rather than the graphics chip itself.

Display Connectors	No outputs	1x HDMI, 3x DisplayPort
HDMI	-	+

API and SDK support

List of supported 3D and general-purpose computing APIs, including their specific versions.

DirectX	12 Ultimate (12_1)	12 (12_0)
Shader Model	6.5	6.4
OpenGL	4.6	4.6
OpenCL	1.2	2.0
Vulkan	1.2.131	1.2.131
CUDA	7.5	-
DLSS	+	-

Pros & cons summary

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Recency	13 September 2018	15 October 2018
Maximum RAM amount	16 GB	8 GB
Chip lithography	12 nm	14 nm
Power consumption (TDP)	70 Watt	185 Watt