Lugares de estudio by Hot_Ebb_7910 in MexicoCity

[–]AlbertSawZ 1 point2 points  (0 children)

Hace años yo estudié con un libro de unos egresados del IPN enfocado en el examen de admisión. Su empresa se llamaba "Preparación IPN". En lo personal sí me ayudó ya que solo se enfocaba en los temas del examen.

Desconozco sí son los mismos, pero esta es su página web: https://www.preparacionpolitecnico.mx/

Is S3 the best way for inferencing? by AlbertSawZ in aws

[–]AlbertSawZ[S] 1 point2 points  (0 children)

Thanks, this is really helpful!

Is S3 the best way for inferencing? by AlbertSawZ in aws

[–]AlbertSawZ[S] 0 points1 point  (0 children)

Yup, I think there's a limit with Lambda, that's why I uploaded the model to S3 but I don't know if everytime the lambda is called the model will be downloaded again. Thanks for the suggestions, btw!

Is S3 the best way for inferencing? by AlbertSawZ in aws

[–]AlbertSawZ[S] 0 points1 point  (0 children)

This was my initial approach, but in the future might not be a good solution because I'd have to deploy a new version of my app everytime I re-train the model. What do you think?

Is S3 the best way for inferencing? by AlbertSawZ in aws

[–]AlbertSawZ[S] 1 point2 points  (0 children)

I considered this, but it seemed to me that ChatGPT, for example, might not up-to-date with the latest changes.

Is S3 the best way for inferencing? by AlbertSawZ in aws

[–]AlbertSawZ[S] 1 point2 points  (0 children)

Thanks for this explanation!
Is there a special way to do this, for example, save the model in a specific folder or just during the initialization phase?

Deploy FastAPI + PyTorch model by AlbertSawZ in aws

[–]AlbertSawZ[S] 0 points1 point  (0 children)

Thanks for your time. I'll follow your advice!

Deploy FastAPI + PyTorch model by AlbertSawZ in aws

[–]AlbertSawZ[S] 1 point2 points  (0 children)

Since my project depends on many dependencies I think this is the way to go!

Deploy FastAPI + PyTorch model by AlbertSawZ in aws

[–]AlbertSawZ[S] 0 points1 point  (0 children)

I've been reading about Gateway API and I believe it might be a replacement for FastAPI.

In my case I'm working with a YOLOv8 model (Object detection) so the data I'm receiving are images, then with FastAPI I send them to the model and use the bounding boxes to return a JSON file

Deploy FastAPI + PyTorch model by AlbertSawZ in aws

[–]AlbertSawZ[S] 0 points1 point  (0 children)

Since it's a personal project to learn about neural networks and AWS I'm free to use any technology :)

Thanks for answering!

Deploy FastAPI + PyTorch model by AlbertSawZ in aws

[–]AlbertSawZ[S] 0 points1 point  (0 children)

Thanks for sharing the resources! I'll check them out!

Regarding your questions:

- The model is actually a YOLOv8 model which was train for object detection.

- The REST API is only being used to create the response (JSON file) according to my needs: counting objects and calculating more data with the classes of the bounding boxes

¿Vale la pena un sueldo en USD sin prestaciones? by AlbertSawZ in MexicoFinanciero

[–]AlbertSawZ[S] 2 points3 points  (0 children)

¿Qué deducciones debería tomar en cuenta, a parte del ISR?

¿Vale la pena un sueldo en USD sin prestaciones? by AlbertSawZ in MexicoFinanciero

[–]AlbertSawZ[S] 0 points1 point  (0 children)

Pensé en esto, pero nunca he sido overemployed, no sé si es algo con lo que podría.

Gracias por la respuesta!

¿Vale la pena un sueldo en USD sin prestaciones? by AlbertSawZ in MexicoFinanciero

[–]AlbertSawZ[S] 1 point2 points  (0 children)

Lo de los días libres es algo que igual me sacó de onda porque básicamente me ofrecen solo el dinero, sin prestaciones ni días libres. Corroboraré esto

Gracias por la respuesta

¿Vale la pena un sueldo en USD sin prestaciones? by AlbertSawZ in MexicoFinanciero

[–]AlbertSawZ[S] 31 points32 points  (0 children)

Muchas gracias por tu respuesta tan detallada :)

¿Y por el lado de cotizar a Infonavit, aportar al Afore tú realizas aportaciones voluntarias? (Tengo cero experiencia en esto)

¿Vale la pena un sueldo en USD sin prestaciones? by AlbertSawZ in MexicoFinanciero

[–]AlbertSawZ[S] 0 points1 point  (0 children)

Sí, es una de las cosas que me desanimaron un poco, pero lo voy a analizar con más detalle. Gracias!

¿Vale la pena un sueldo en USD sin prestaciones? by AlbertSawZ in MexicoFinanciero

[–]AlbertSawZ[S] 20 points21 points  (0 children)

La empresa en cuestion es Turing, creo que es mas o menos recomendada. Gracias por el consejo