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add install from dev instructions

1

install from dev instructions for all notebooks

A-Jacobson

eval_batch_size=auto

1

mvpatel2000

This PR: * removes `log_data` from `LoggerDestination` and its subclasses * adds `log_metrics`, and `log_hyperparameters` to `LoggerDestination` to `FileLogger`, `InMemoryLogger`, `ProgressBarLogger`, `WandBLogger`, and `TensorboardLogger` * Adds `log_traces` to `FileLogger` *...

eracah

Consistent Method Card Style

6

This is the first pass through the Method Cards, making sure they meet the specifications as listed [here](https://www.notion.so/Documentation-Sprint-August-2022-09b39ac2ed0c4f5abb950c5ce0f465e0). I was able to implement most fixes myself, but I assigned a...

growlix

Mid Epoch Resumption of Streaming Datasets

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Mid Epoch Resumption of Streaming Datasets Uses a Feistel network to reproducibly and efficiently shuffle streaming datasets while constraining the maximum number of shards that must be present on the...

milocress

Use state algos

2

Use state algos, so engine changes to algos can adjust these variables as needed. Needed for agent

mvpatel2000

Have docs use preferred import paths, not longest import paths

1

Addresses [CO-789](https://mosaicml.atlassian.net/browse/CO-789) and [CO-794](https://mosaicml.atlassian.net/browse/CO-794). However, we'll need two follow-up changes: - Since our notebooks use hardcoded URLs as docs links, we'll need another PR to un-break all these links. -...

dblalock

Log multiple losses

4

Resolves CO-842. Adds logic to log multiple losses. Also, adds loss dictionary to DeepLabv3+ as an example. A couple of scenarios: ### 1. Scalar tensor loss This will be logged...

Landanjs

Fix pre-commit checks failing on fresh checkout of dev

7

Fixes [CO-883](https://mosaicml.atlassian.net/browse/CO-883) using a `type: ignore` as suggested by @hanlint.

dblalock

A-Jacobson