Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 289, in get_dataset_config_info
for split_generator in builder._split_generators(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 64, in _split_generators
with h5py.File(first_file, "r") as h5:
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/h5py/_hl/files.py", line 564, in __init__
fid = make_fid(name, mode, userblock_size, fapl, fcpl, swmr=swmr)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/h5py/_hl/files.py", line 238, in make_fid
fid = h5f.open(name, flags, fapl=fapl)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "h5py/_objects.pyx", line 56, in h5py._objects.with_phil.wrapper
File "h5py/_objects.pyx", line 57, in h5py._objects.with_phil.wrapper
File "h5py/h5f.pyx", line 102, in h5py.h5f.open
FileNotFoundError: [Errno 2] Unable to synchronously open file (unable to open file: name = 'hf://datasets/chelseajohn/FNOBenchmark@8a2af1308deb8930b9293892f1efb39ad72bcd16/PIC1D_electrostatic.h5', errno = 2, error message = 'No such file or directory', flags = 0, o_flags = 0)
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 343, in get_dataset_split_names
info = get_dataset_config_info(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 294, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Data used to benchmark Fourier Neural Operator (FNO) using CARAML.
Rayleigh-Bénard convection (RBC)
RBC2D data is generated using Dedalus solver and RBC3D data is generated using pySDC solver.
- dataset:
RBC2D_256x64_Ra1e7_dt1e-3_update.h5
-- grid shape : (256, 64)
-- grid domain : [0.0, 4.0] x [0.0, 1.0]
-- nSimu : 10
-- dtData : 0.001
-- inSize : 1
-- outStep : 1
-- inStep : 500
-- nSamples (per simu) : 200
-- nSamples (total) : 2000
-- dtInput : 0.001
-- outType : update
-- outScaling : 1e+03
-- Rayleigh: 1e7
-- Prandtl : 1.0
- dataset:
RBC3D_64x64x32_Ra1e5_dt0_5_solution.h5
-- grid shape : (64, 64, 32)
-- grid domain : [0.0, 3.9] x [0.0,3.9] x [0.0, 1.0]
-- nSimu : 6
-- dtData : 0.5
-- inSize : 1
-- outStep : 1
-- inStep : 1
-- nSamples (total) : 2401
-- dtInput : 0.5
-- outType : solution
-- outScaling : 1
-- Rayleigh: 1e5
-- Prandtl : 0.7
Particle-In-Cell (PIC)
Data is generated using PIC methods using https://github.com/srikrrish/PIC-Simulation code.
- dataset:
PIC1D_electrostatic.h5
-- nDim : 1
-- inputKeys : ['pos_weakLandau', 'pos_strongLandau', 'pos_tsi', 'pos_bti']
-- inputShape : [ 2000 2 100000]
-- outputKeys : ['Eout_weakLandau', 'Eout_strongLandau', 'Eout_tsi', 'Eout_bti']
-- outputShape : [ 2000 1 100000]
-- outputMean : -9.313583237968714e-11
-- outputStd : 0.26851966977119446
-- outType : solution
-- outScaling : 1
-- particles : 100000
- dataset:
PIC2D_electrostatic.h5
-- nDim : 2
-- inputKeys : ['pos_weakLandau', 'pos_strongLandau', 'pos_tsi', 'pos_bti']
-- inputShape : [ 4200 3 100000]
-- outputKeys : ['Eout_weakLandau', 'Eout_strongLandau', 'Eout_tsi', 'Eout_bti']
-- outputShape : [ 4200 2 100000]
-- outputMean : [-1.8569685e-13 6.0242131e-11]
-- outputStd : [0.06087422 0.2189879 ]
-- outType : solution
-- outScaling : 1
-- particles : 100000
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