Dask Performance Report
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Duration: 451.02 s
Tasks Information
- number of tasks: 490
- compute time: 2657.88 s
- transfer time: 85.38 ms
Scheduler Information
- Address: tcp://10.12.169.237:38301
- Workers: 6
- Threads: 6
- Memory: 140.53 GiB
- Dask Version: 2022.02.0
- Dask.Distributed Version: 2022.02.0
Calling Code
def example_function():
x = da.random.random(
(100_000, 100_000, 10),
chunks=(10_000, 10_000, 5))
y = da.random.random(
(100_000, 100_000, 10),
chunks=(10_000, 10_000, 5))
z = (da.arcsin(x) + da.arccos(y)).sum(axis=(1, 2))
with performance_report(filename="dask-report.html"):
result = z.compute()