A catalog of GPU pricing for different cloud providers
Project description
Easy access to GPU pricing data for major cloud providers: AWS, Azure, GCP, and LambdaLabs. The catalog includes details about prices, locations, CPUs, RAM, GPUs, and spots (interruptable instances).
Usage
import gpuhunt
items = gpuhunt.query(
min_memory=16,
min_cpu=8,
min_gpu_count=1,
max_price=1.0,
)
print(*items, sep="\n")
List of all available filters:
provider
: name of the provider to filter by. If not specified, all providers will be used. One or manymin_cpu
: minimum number of CPUsmax_cpu
: maximum number of CPUsmin_memory
: minimum amount of RAM in GBmax_memory
: maximum amount of RAM in GBmin_gpu_count
: minimum number of GPUsmax_gpu_count
: maximum number of GPUsgpu_name
: name of the GPU to filter by. If not specified, all GPUs will be used. One or manymin_gpu_memory
: minimum amount of GPU VRAM in GB for each GPUmax_gpu_memory
: maximum amount of GPU VRAM in GB for each GPUmin_total_gpu_memory
: minimum amount of GPU VRAM in GB for all GPUs combinedmax_total_gpu_memory
: maximum amount of GPU VRAM in GB for all GPUs combinedmin_disk_size
: currently not in usemax_disk_size
: currently not in usemin_price
: minimum price per hour in USDmax_price
: maximum price per hour in USDmin_compute_capability
: minimum compute capability of the GPUmax_compute_capability
: maximum compute capability of the GPUspot
: ifFalse
, only ondemand offers will be returned. IfTrue
, only spot offers will be returned
Advanced usage
from gpuhunt import Catalog
catalog = Catalog()
catalog.load(version="20230831")
items = catalog.query()
print(*items, sep="\n")
Supported providers
- AWS
- Azure
- GCP
- LambdaLabs
- TensorDock
See also
Project details
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