search

cc-ai / kdb

AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work
https://mila.quebec/en/ai-society/visualizing-climate-change/
Apache License 2.0
19 stars 3 forks source link

Comparing the ADVENT pretrained with ADVENT non-pretrained #137

Open tianyu-z opened 4 years ago

tianyu-z commented 4 years ago

The simulation data here is 19K (11K urban+8.8K suburban). I guess the performance of these two are similar. Please find the links of the experiments below:

pretrained: https://www.comet.ml/tianyu-z/advent-ccai/1e62883c43814d40b9da12e13970bacf

non-pretrained: https://www.comet.ml/tianyu-z/advent-ccai/b9b25cbeb47843dda48f4ce593797b66

P.S. They are not trained at the same starting time. The pretrained one started 5 hrs ahead of the non-pretrained one and the training process is still ongoing.

image

sashavor commented 4 years ago

I love the fact that it ignores the trunk of the car :)

On Mon, May 25, 2020 at 7:32 AM Tianyu Zhang notifications@github.com wrote:

The simulation data here is 19K (11K urban+8.8K suburban). I guess the performance of these two are similar. Please find the links of the experiments below:

pretrained: https://www.comet.ml/tianyu-z/advent-ccai/1e62883c43814d40b9da12e13970bacf

non-pretrained: https://www.comet.ml/tianyu-z/advent-ccai/b9b25cbeb47843dda48f4ce593797b66

[image: image] https://user-images.githubusercontent.com/53099276/82809332-e0dbca80-9e59-11ea-90e3-a0daf3212e6c.png

— You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub https://github.com/cc-ai/kdb/issues/137, or unsubscribe https://github.com/notifications/unsubscribe-auth/ADMMIIQMLGWUZ6S4HDWQKBLRTJJN3ANCNFSM4NJONLDQ .

-- Sasha Luccioni, PhD Director of Scientific Projects (AI for Humanity, Mila), Postdoctoral Researcher (UdeM) Directrice des projets scientifiques (IA pour l'humanité, Mila), Chercheure postdoctorale (UdeM) [image: Image result for universite de montreal logo]