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/gerkone/pinc_gkw@df4d305c43bbc46e093e81e777f428b6b10666cf/h5/iteration_115_ifft_realpotens.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.
Gyrokinetics compression validation dataset
Subsampled 5D gyrokinetics dataset to reproduce Table 1 from the paper: Physics-Informed Neural Compression of High-Dimensional Plasma Data.
| Method | CR | PSNR ↑ | EPE ↓ | L1(Q) ↓ | PSNR($\phi$) ↑ | WD($k_y^{\text{spec}}$) ↓ | WD($Q^{\text{spec}}$) ↓ |
|---|---|---|---|---|---|---|---|
| ZFP | 901× | 28.97 ± 1.09 | 0.175 ± 0.07 | 107.48 ± 49.35 | −16.20 ± 7.09 | 0.020 ± 0.01 | 0.116 ± 0.20 |
| Wavelet | 936× | 33.07 ± 1.18 | 0.064 ± 0.03 | 107.74 ± 49.51 | −13.24 ± 9.20 | 0.020 ± 0.01 | 0.010 ± 0.00 |
| PCA | 1020× | 32.09 ± 0.98 | 0.123 ± 0.07 | 67.60 ± 36.08 | −10.22 ± 6.89 | 0.020 ± 0.01 | 0.011 ± 0.00 |
| JPEG2000 | 1000× | 34.33 ± 0.95 | 0.046 ± 0.02 | 103.91 ± 44.12 | −20.85 ± 6.50 | 0.020 ± 0.01 | 0.035 ± 0.03 |
| NF | 1167× | 36.91 ± 0.93 | 0.031 ± 0.02 | 61.50 ± 16.91 | 1.24 ± 5.99 | 0.017 ± 0.01 | 0.017 ± 0.00 |
| PINC-NF | 1167× | 35.76 ± 1.38 | 0.037 ± 0.02 | 2.18 ± 8.33 | 13.50 ± 4.44 | 0.006 ± 0.00 | 0.015 ± 0.00 |
| AE + EVA | 716× | 35.64 ± 2.03 | 0.063 ± 0.05 | 15.01 ± 16.42 | 6.72 ± 4.98 | 0.016 ± 0.01 | 0.012 ± 0.01 |
| VQ-VAE + EVA | 301× | 32.61 ± 1.58 | 0.095 ± 0.07 | 44.26 ± 40.97 | 7.66 ± 3.75 | 0.015 ± 0.01 | 0.013 ± 0.01 |
- Downloads last month
- -