Questions tagged [ckpt]
7 questions
20
votes
1 answer
When to use the .ckpt vs .hdf5 vs. .pb file extensions in Tensorflow model saving?
Tensorflow explains that models can be saved in three file formats: .ckpt or .hdf5 or .pb. There's a lot of documentation so it would be nice to get a simpler comparison of when to use which file format.
Here's my current understanding:
ckpt
From…
skeller88
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2
votes
0 answers
Tensorflow Convert model.ckpt file to model.pb file without meta graph .meta file
I have only model.ckpt file at all. I'm newbie, have spent a lot of time to research, some tutorials need meta graph file but I don't have. Can I convert model.ckpt file to model.pb file without meta graph file (.meta)?
import os
import tensorflow…
Peter Pan
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- 3
1
vote
0 answers
Pytorch resume from checkpoint in Pytorch Lightning
I'm running a pytroch model that has already been written. In that code authors save checkpoints (ckpt) files each epoch. But the authors didn't give any option to resume the training from one of this checkpoints. Here is the authors original…
Dinura Dissanayake
- 53
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1
vote
0 answers
Converting a pytorch .ckpt file to .bin file
I have a pytorch .ckpt file and I need to convert this to .bin file.
I have tried to execute that code in Python 3.10.11:
import torch
# Load the checkpoint file
checkpoint = torch.load("checkpoint.ckpt")
# Extract the model parameters
params =…
BehicMV
- 11
- 3
1
vote
1 answer
Converting Audioset ckpt to pb file
I am working with the Audioset/VGGish and attempting to convert the checkpoint file they provide into a .pb file. The problem is that the only two items that is provided for the trained model are the ckpt file (linked above) and an npz file.
This is…
MillerMedia
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"RuntimeError: PytorchStreamReader failed reading zip archive" when loading an already tuned .ckpt model
I want to use a model pre-trained by a friend. However, when I load it:
checkpoint_path = "../Models/ckpt_camembert.ckpt"
py_dict = torch.load(checkpoint_path)
model.load_state_dict(py_dict)
I…
Revolucion for Monica
- 2,848
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0
votes
1 answer
Tensorflow 2 Object Detection API - Convert .ckpt file to .pb / any saved model format for simple web app deployment
I am trying to do object detection using TensorFlow Object detection API using ssd_mobilenet_v2_fpnlite_320x320_coco17_tpu-8 model from TensorFlow model zoo. I'm able to detect single test images using the ckpt file (saved as…
AnnU
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