pip install -U gpucompare

poetry add gpucompare

gpucompare --help

poetry run gpucompare --help

$ gpucompare --help

 Usage: gpucompare [OPTIONS]                                                                                
                                                                                                            
 Compare GPUs                                                                                               
                                                                                                            
╭─ Options ────────────────────────────────────────────────────────────────────────────────────────────────╮
│ *  --csv-data          TEXT  CSV file containing row-wise GPU data           [default: None] [required]  │
│                                                                                                          │
│                              Possible columns:                                                           │
│                              gpu_name (str): name of gpu  [required]                                     │
│                              architecture (str): GPU architecture                                        │
│                              cuda_cores (int): number of cuda cores                                      │
│                              fp32_perf (float): fp32 performance in TFLOPS                               │
│                              fp16_perf (float): fp16 performance in TFLOPS                               │
│                              int8_perf (float): int8 performance in TOPS                                 │
│                              mem (float): gpu memory in GiB                                              │
│                              mem_bandwidth (float): memory bandwidth in GB/s                             │
│    --version   -v            Prints the version of the gpucompare package.                               │
│    --help                    Show this message and exit.                                                 │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯

$ gpucompare --csv-data assets/gpu_data.csv
# gpu_data.csv
# gpu_name,architecture,int8_perf,mem_bandwidth
# A2,ampere,36,200
# A10,ampere,250,600
# A30,ampere,330,933
{'A10/A2': '3.0x', 'A30/A2': '4.67x'}