Inspect H5 file
For voice_pipe model file
• 1 min read
%pip install h5py
Collecting h5py
Downloading h5py-3.11.0-cp39-cp39-macosx_10_9_x86_64.whl (3.5 MB)
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Requirement already satisfied: numpy>=1.17.3 in /Users/joregan/opt/anaconda3/envs/hf/lib/python3.9/site-packages (from h5py) (1.23.4)
Installing collected packages: h5py
Successfully installed h5py-3.11.0
Note: you may need to restart the kernel to use updated packages.
import h5py as h5
from __future__ import print_function
def scan_hdf5(path, recursive=True, tab_step=2):
def scan_node(g, tabs=0):
print(' ' * tabs, g.name)
for k, v in g.items():
if isinstance(v, h5.Dataset):
print(' ' * tabs + ' ' * tab_step + ' -', v.name)
elif isinstance(v, h5.Group) and recursive:
scan_node(v, tabs=tabs + tab_step)
with h5.File(path, 'r') as f:
scan_node(f)
scan_hdf5("/Users/joregan/Playing/voice_pipe/SingleSpeakerModel.h5")
/
/model_weights
/model_weights/bidirectional_2
/model_weights/bidirectional_2/bidirectional_2_2
/model_weights/bidirectional_2/bidirectional_2_2/backward_lstm_2
- /model_weights/bidirectional_2/bidirectional_2_2/backward_lstm_2/bias:0
- /model_weights/bidirectional_2/bidirectional_2_2/backward_lstm_2/kernel:0
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/model_weights/bidirectional_2/bidirectional_2_2/forward_lstm_2
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- /model_weights/bidirectional_2/bidirectional_2_2/forward_lstm_2/kernel:0
- /model_weights/bidirectional_2/bidirectional_2_2/forward_lstm_2/recurrent_kernel:0
/model_weights/time_distributed_24
/model_weights/time_distributed_24/time_distributed_24_2
- /model_weights/time_distributed_24/time_distributed_24_2/bias:0
- /model_weights/time_distributed_24/time_distributed_24_2/kernel:0
/model_weights/time_distributed_25
/model_weights/time_distributed_25/time_distributed_25_2
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- /model_weights/time_distributed_25/time_distributed_25_2/gamma:0
- /model_weights/time_distributed_25/time_distributed_25_2/moving_mean:0
- /model_weights/time_distributed_25/time_distributed_25_2/moving_variance:0
/model_weights/time_distributed_26
/model_weights/time_distributed_27
/model_weights/time_distributed_27/time_distributed_27_2
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- /model_weights/time_distributed_27/time_distributed_27_2/kernel:0
/model_weights/time_distributed_28
/model_weights/time_distributed_28/time_distributed_28_2
- /model_weights/time_distributed_28/time_distributed_28_2/beta:0
- /model_weights/time_distributed_28/time_distributed_28_2/gamma:0
- /model_weights/time_distributed_28/time_distributed_28_2/moving_mean:0
- /model_weights/time_distributed_28/time_distributed_28_2/moving_variance:0
/model_weights/time_distributed_29
/model_weights/time_distributed_30
/model_weights/time_distributed_31
/model_weights/time_distributed_31/time_distributed_31_2
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- /model_weights/time_distributed_31/time_distributed_31_2/kernel:0
/optimizer_weights
/optimizer_weights/Adadelta_2
- /optimizer_weights/Adadelta_2/iterations:0
/optimizer_weights/training_2
/optimizer_weights/training_2/Adadelta
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- /optimizer_weights/training_2/Adadelta/delta_accumulator_9_1:0