While reading some solution notebooks i figure out that the most used tools is PyTorch and not TensorFlow. So i said maybe they some reason for that choice. Please tell me what is the difference?
", "messages": [ { "id": "1286739", "postDate": "04/28/2021 11:13:05", "content": "While reading some solution notebooks i figure out that the most used tools is PyTorch and not TensorFlow. So i said maybe they some reason for that choice. Please tell me what is the difference?
", "rawMarkdown": "While reading some solution notebooks i figure out that the most used tools is PyTorch and not TensorFlow. So i said maybe they some reason for that choice. Please tell me what is the difference?", "votes": null }, { "id": "1286799", "postDate": "04/28/2021 12:17:54", "content": "I´ve been thinking about it too but what I´ve seen (and read) is that Pytorch is quite easier to learn and as fast as tensorflow. Althought some people have claimed that the tensorflow community is larger I haven´t had any difficulties finding help so far. When mentioning Keras then there is that slower performance problem.
\nTake a look at this: https://deepsense.ai/keras-or-pytorch/
\nBut I´m no seasoned ML engineer so someone else might have a better explanation.
", "rawMarkdown": "I´ve been thinking about it too but what I´ve seen (and read) is that Pytorch is quite easier to learn and as fast as tensorflow. Althought some people have claimed that the tensorflow community is larger I haven´t had any difficulties finding help so far. When mentioning Keras then there is that slower performance problem.\n\nTake a look at this: https://deepsense.ai/keras-or-pytorch/\n\nBut I´m no seasoned ML engineer so someone else might have a better explanation.", "votes": null }, { "id": "1286956", "postDate": "04/28/2021 15:02:30", "content": "You can achieve a good result with either of them. I personally use Tensorflow here because it's more suitable for working with TPU (although you can use PyTorch XLA).
", "rawMarkdown": "You can achieve a good result with either of them. I personally use Tensorflow here because it's more suitable for working with TPU (although you can use PyTorch XLA).", "votes": null }, { "id": "1300246", "postDate": "05/10/2021 11:00:50", "content": "Once I tried pytorch, I cannot go back to tensorflow, since there are lot more open resources in pytorch.
", "rawMarkdown": "Once I tried pytorch, I cannot go back to tensorflow, since there are lot more open resources in pytorch.", "votes": null } ], "comments": [ { "id": 1286799, "author_name": "dandierlean", "author_url": "", "post_date": "04/28/2021 12:17:54", "content": "I´ve been thinking about it too but what I´ve seen (and read) is that Pytorch is quite easier to learn and as fast as tensorflow. Althought some people have claimed that the tensorflow community is larger I haven´t had any difficulties finding help so far. When mentioning Keras then there is that slower performance problem.
\nTake a look at this: https://deepsense.ai/keras-or-pytorch/
\nBut I´m no seasoned ML engineer so someone else might have a better explanation.
", "votes": null, "replies": [] }, { "id": 1286956, "author_name": "atamazian", "author_url": "", "post_date": "04/28/2021 15:02:30", "content": "You can achieve a good result with either of them. I personally use Tensorflow here because it's more suitable for working with TPU (although you can use PyTorch XLA).
", "votes": null, "replies": [] }, { "id": 1300246, "author_name": "ytepzhi", "author_url": "", "post_date": "05/10/2021 11:00:50", "content": "Once I tried pytorch, I cannot go back to tensorflow, since there are lot more open resources in pytorch.
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1286739": "While reading some solution notebooks i figure out that the most used tools is PyTorch and not TensorFlow. So i said maybe they some reason for that choice. Please tell me what is the difference?", "1286799": "I´ve been thinking about it too but what I´ve seen (and read) is that Pytorch is quite easier to learn and as fast as tensorflow. Althought some people have claimed that the tensorflow community is larger I haven´t had any difficulties finding help so far. When mentioning Keras then there is that slower performance problem.\n\nTake a look at this: https://deepsense.ai/keras-or-pytorch/\n\nBut I´m no seasoned ML engineer so someone else might have a better explanation.", "1286956": "You can achieve a good result with either of them. I personally use Tensorflow here because it's more suitable for working with TPU (although you can use PyTorch XLA).", "1300246": "Once I tried pytorch, I cannot go back to tensorflow, since there are lot more open resources in pytorch." }, "source": "meta" }