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`precision=16` displaying wrong loss in progress bar
## 🐛 Bug
When training on a GPU (*using native AMP*) and setting `precision=16`, the loss displayed by the progress bar is some crazy large number.
Stopping the example bellow in the middle of Epoch 1 gives a loss of ~15 000. If I train with `precision=32`, th... | Okay, let's tackle this issue where setting precision=16 causes the loss in the progress bar to display a very large number instead of the correct value. The user mentioned that when using AMP (Automatic Mixed Precision), the loss shows something like 15,000, but with precision=32, it's around 0.23. They also noted tha... | To resolve the issue where the loss displayed in the progress bar is incorrect when using `precision=16`, we need to ensure that the loss value is properly cast to float32 before logging. This can be achieved by using Lightning's `self.log` method, which handles the conversion automatically.
Here is the *diff patch* f... | 37,492 | <think>
Okay, let's tackle this issue where setting precision=16 causes the loss in the progress bar to display a very large number instead of the correct value. The user mentioned that when using AMP (Automatic Mixed Precision), the loss shows something like 15,000, but with precision=32, it's around 0.23. They also n... | [
{
"from": "human",
"value": "`precision=16` displaying wrong loss in progress bar\n## 🐛 Bug\r\n\r\nWhen training on a GPU (*using native AMP*) and setting `precision=16`, the loss displayed by the progress bar is some crazy large number.\r\n\r\nStopping the example bellow in the middle of Epoch 1 gives a l... | null |
"slice constructor inconsistent with python\nWhile working on #4707, I noticed the `slice` construct(...TRUNCATED) | "Okay, I need to fix the inconsistent behavior of the slice constructor in Numba compared to Python.(...TRUNCATED) | "To address the inconsistency in the `slice` constructor behavior between Python and Numba, we need (...TRUNCATED) | 34,845 | "<think>\nOkay, I need to fix the inconsistent behavior of the slice constructor in Numba compared t(...TRUNCATED) | [{"from":"human","value":"slice constructor inconsistent with python\nWhile working on #4707, I noti(...TRUNCATED) | null |
"When response is a `tuple`, but not a `list`, next exception raised,\r\n\r\n```\r\n File \"/Users/(...TRUNCATED) | null | "To resolve the issue where a tuple response causes a `ValueError` due to incorrect conversion to a (...TRUNCATED) | null | "<think>\nOkay, I need to figure out why the tuple is causing a problem when a list works. Let's loo(...TRUNCATED) | [{"from":"human","value":"When response is a `tuple`, but not a `list`, next exception raised,\r\n\r(...TRUNCATED) | "Okay, I need to figure out why the tuple is causing a problem when a list works. Let's look at the (...TRUNCATED) |
"<img width=\"1032\" alt=\"Screenshot 2024-05-30 at 10 54 17 AM\" src=\"https://github.com/pydanti(...TRUNCATED) | null | "To resolve the unpredictable error on the forms page, ensure that the `ModelForm` component is corr(...TRUNCATED) | null | "<think>\nOkay, let's try to figure out why the forms page in the FastUI demo app is causing an unpr(...TRUNCATED) | [{"from":"human","value":"<img width=\"1032\" alt=\"Screenshot 2024-05-30 at 10 54 17 AM\" src=\"h(...TRUNCATED) | "Okay, let's try to figure out why the forms page in the FastUI demo app is causing an unpredictable(...TRUNCATED) |
"I'm getting error if I use other odds except fanduel\r\n\r\nTraceback (most recent call last):\r\n (...TRUNCATED) | null | "To resolve the KeyError when using sportsbooks other than Fanduel, ensure that the code checks for (...TRUNCATED) | null | "<think>\nOkay, let's tackle this problem. The user is getting a KeyError when using sportsbooks oth(...TRUNCATED) | [{"from":"human","value":"I'm getting error if I use other odds except fanduel\r\n\r\nTraceback (mos(...TRUNCATED) | "Okay, let's tackle this problem. The user is getting a KeyError when using sportsbooks other than F(...TRUNCATED) |
"Django 2.0 compatibility\nCurrently known blockers:\r\n* [x] #1330 \r\n* [x] [django-impersonate](h(...TRUNCATED) | "Okay, let's see. The user is asking about Django 2.0 compatibility. Looking at their provided files(...TRUNCATED) | "To ensure compatibility with Django 2.0, we need to adjust a few parts of the codebase that use fea(...TRUNCATED) | 52,718 | "<think>\nOkay, let's see. The user is asking about Django 2.0 compatibility. Looking at their provi(...TRUNCATED) | [{"from":"human","value":"Django 2.0 compatibility\nCurrently known blockers:\r\n* [x] #1330 \r\n* [(...TRUNCATED) | null |
"RPC Server: Make endpoints asynchronous\n### Describe the feature\r\nThe non-administrative endpoin(...TRUNCATED) | "Okay, I need to figure out how to make the specified RPC server endpoints asynchronous as described(...TRUNCATED) | "To address the asynchronous RPC server endpoints feature, here's the proposed implementation:\n\n<p(...TRUNCATED) | 21,731 | "<think>\nOkay, I need to figure out how to make the specified RPC server endpoints asynchronous as (...TRUNCATED) | [{"from":"human","value":"RPC Server: Make endpoints asynchronous\n### Describe the feature\r\nThe n(...TRUNCATED) | null |
"From @wjcunningham7:\r\n\r\nIn config.py the init function creates a bunch of directories, some of (...TRUNCATED) | null | "To address the issue of creating server-specific directories only when the service starts, we need (...TRUNCATED) | null | "<think>\nOkay, let's see. The user is asking about moving the creation of server-specific directori(...TRUNCATED) | [{"from":"human","value":"From @wjcunningham7:\r\n\r\nIn config.py the init function creates a bunch(...TRUNCATED) | "Okay, let's see. The user is asking about moving the creation of server-specific directories in con(...TRUNCATED) |
"### Brief description\n\nCalling fuzz() on a 0-byte Raw data item creates a value that is no longer(...TRUNCATED) | null | "To resolve the issue where fuzzing a 0-byte `Raw` layer results in a non-zero length, we modify the(...TRUNCATED) | null | "<think>\nOkay, I need to fix the issue where calling fuzz() on a 0-byte Raw data item in Scapy resu(...TRUNCATED) | [{"from":"human","value":"### Brief description\n\nCalling fuzz() on a 0-byte Raw data item creates (...TRUNCATED) | "Okay, I need to fix the issue where calling fuzz() on a 0-byte Raw data item in Scapy results in a (...TRUNCATED) |
"Models as classes are always replacable by classic model definitions.\nThey are more limited, redun(...TRUNCATED) | null | "To address the removal of class-based models in Flask-RESTPlus, we will remove the `Model` and `Ord(...TRUNCATED) | null | "<think>\nOkay, let me start by understanding the problem. The user wants to remove the class-based (...TRUNCATED) | [{"from":"human","value":"Models as classes are always replacable by classic model definitions.\nThe(...TRUNCATED) | "Okay, let me start by understanding the problem. The user wants to remove the class-based models in(...TRUNCATED) |
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