Comments (2)
RabbitWhite1
commented on June 16, 2024
1
These numbers are super helpful! Thanks!!
from ocvp-object-centric-video-prediction.
angelvillar96
commented on June 16, 2024
Hi Zhanghan,
Below you can find the number of iterations (batches) that the modes were trained for, as well as the number of epochs these iterations correspond to.
Additionally, I report the training time that our experiments took the following using an NVIDIA A6000 with 48Gb
| Dataset | Model | Iters. | Epochs | Time |
|---|---|---|---|---|
| Ojb3D | SAVi | 100k | 2000 | 26h |
| Obj3D | OCVP-Seq | 70k | 1500 | 34h |
| MOVi-A | SAVi | 150k | 2000 | 120h |
| MOVi-A | OCVP-Seq | 50k | 300 | 18h |
You can find these numbers and further hyper-parameters in the configuration files.
The number of epochs need not match the exact configuration, since the experiments might have been stopped earlier if the model had already converged.
I hope this answers your question.
Do not hesitate to follow up if you still have any questions.
from ocvp-object-centric-video-prediction.
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