robertu

Will reorg this ticket in Epic https://github.com/thematters/developer-resource/issues/242

[https://us-east-1.console.aws.amazon.com/cost-management/home#/custom?groupBy=InstanceType&hasBlended=f[…]one&usageAs=usageQuantity&chartStyle=Stack](https://us-east-1.console.aws.amazon.com/cost-management/home#/custom?groupBy=InstanceType&hasBlended=false&hasAmortized=false&excludeDiscounts=true&excludeTaggedResources=false&excludeCategorizedResources=false&excludeForecast=false&timeRangeOption=Custom&granularity=Monthly&reportName=&reportType=CostUsage&isTemplate=true&startDate=2022-05-01&endDate=2022-11-30&filter=%5B%7B%22dimension%22:%22UsageTypeGroup%22,%22values%22:%5B%7B%22value%22:%22EC2:%20Data%20Transfer%20-%20Internet%20(Out)%22,%22unit%22:%22GB%22%7D%5D,%22include%22:true,%22children%22:null%7D%5D&forecastTimeRangeOption=None&usageAs=usageQuantity&chartStyle=Stack) 

### Network Out (Nov, 2022) ```bash bash network_usage.sh ap-southeast-1 NetworkOut 2022-11-01T00:00:00.000Z 2022-11-30T23:59:59.000Z i-0f589c531b108bc3f: 610.644672 GiB i-004ad2b40122b7e5e: 1434.664438 GiB i-08b969c994b1c29e3: 315.077943 GiB i-0d1655bbcc6a863d1: 1102.760739 GiB i-071f31a5ff654fbf3: 1254.918989 GiB i-0223cd0effa13035e: 177.028124 GiB...

``` bash network_usage.sh ap-southeast-1 NetworkIn 2023-03-01T00:00:00.000Z 2023-03-30T23:59:59.000Z i-002e6d7f3c2a92ae3: 0.163557 GiB i-078ceca36fd4c722a: 0.000000 GiB i-0b4f649ceb6da93cb: 153.279815 GiB i-0a6cf94093917a50d: 0.000000 GiB i-0a579c163d45c3216: 0.000000 GiB i-0a8cc2c9ca80c8768: 2.774887 GiB i-094f0237d594e529b: 0.000000 GiB i-07a71eda0ad2d84b6: 0.000000...

Moved back to [To do](https://github.com/orgs/thematters/projects/3#column-11126877) since it needs more discussion with the community.

Moved back to [To do](https://github.com/orgs/thematters/projects/3#column-11126877) since it needs more discussion with the community.

**Upcoming Epics** * https://github.com/thematters/developer-resource/issues/176 * https://github.com/thematters/developer-resource/issues/182

here is a fix if you faced a error from `torch.cuda.is_bf16_supported()`: ```diff # train.py - dtype = 'bfloat16' if torch.cuda.is_bf16_supported() else 'float16' # 'float32', 'bfloat16', or 'float16', the latter will...

@dependabot recreate

closed by https://github.com/thematters/matters-web/pull/4315