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⬆️ Upgrade hardware info
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docs/guide/index.md

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Located in Rack C05 of the CSE server room 1215, the RoseLab servers include:
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1. roselab1: Gigabyte G292-Z40 (4x A100 GPUs)
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2. roselab2: Asus ESC8000A (8x RTX4090 GPUs)
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3. roselab3: Asus ESC8000A (8x RTX4090 GPUs)
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4. roselab4: Gigabyte G482-Z54 (8x L40S GPUs)
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1. roselab1: Gigabyte G292-Z40: 2x AMD EPYC 7453 CPU, 512 GB RAM, 4 TB home SSD, 2 x NVIDIA A100 80GB PCIe GPUs, 2 x NVIDIA A100 40GB PCIe GPUs
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2. roselab2: Asus ESC8000A: 2x AMD EPYC 7282 CPU, 512 GB RAM, 4 TB home SSD, 8x NVIDIA GeForce RTX 4090 GPUs
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3. roselab3: Asus ESC8000A: 2x AMD EPYC 7282 CPU, 512 GB RAM, 4 TB home SSD, 8x NVIDIA GeForce RTX 4090 GPUs
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4. roselab4: Gigabyte G482-Z54: 2x AMD EPYC 7313 CPU, 1 TB RAM, 8 TB home SSD, 8 x NVIDIA L40S GPUs
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5. rosedata: Supermicro 12-bay Storage server (6x 20TB hard drives)
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Regarding the hardware difference, referring to the Lambda Labs [GPU benchmark](https://lambdalabs.com/gpu-benchmarks).

docs/shared/index.md

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After the containerization migration, the CSE shared servers are now under the management of the RoseLab. The CSE shared servers (north, south, east, and west) also provide a containerized environment for research and development. Each user has their own isolated container with dedicated resources and sudo access.
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## Hardware
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north: Supermicro SYS-4029GP-TRT: 2x Intel(R) Xeon(R) Gold 6230 CPU, 384 GB RAM, 6 TB data SSD + 4 TB home SSD, 8x Nvidia Geforce RTX 2080Ti GPU
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south: Supermicro SYS-4029GP-TRT: 2x Intel(R) Xeon(R) Gold 6230 CPU, 384 GB RAM, 6 TB data SSD + 4 TB home SSD, 8x Nvidia Geforce RTX 2080Ti GPU
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east: Supermicro SYS-4029GP-TRT: 2x Intel(R) Xeon(R) Gold 6246R CPU, 384 GB RAM, 6 TB data SSD + 4 TB home SSD, 8x Nvidia Geforce RTX 2080Ti GPU
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west: Supermicro SYS-4029GP-TRT: 2x Intel(R) Xeon(R) Gold 6246R CPU, 384 GB RAM, 6 TB data SSD + 4 TB home SSD, 8x Nvidia Geforce RTX 2080Ti GPU
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## Key Differences from RoseLab
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1. **Fixed Server Assignment**: Unlike RoseLab, you cannot move between machines. Your container is fixed to the assigned server. Your data directory is `/data/<username>` instead of `/data` (due to the backward compatibility with the previous setup). Your data directory is not synced between servers.

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