docs: update ResNet-finetune README with new CLI example for activation replacement and cautious weight decay

crutcher · crutcher · commit 0096534cb76d · 2025-11-04T16:29:20.000-08:00
- Added command showcasing `--replace-activation` and `--cautious-weight-decay` usage.
diff --git a/examples/resnet_finetune/README.md b/examples/resnet_finetune/README.md
@@ -117,6 +117,7 @@ Args {
     weight_decay: 0.02,
 }
 
+$ cargo run --release -p resnet_finetune --features cuda -- --replace-activation leaky-relu --cautious-weight-decay
 | Split | Metric                         | Min.     | Epoch    | Max.     | Epoch    |
 |-------|--------------------------------|----------|----------|----------|----------|
 | Train | CPU Memory                     | 16.486   | 1        | 18.592   | 60       |

Original file line number	Diff line number	Diff line change
`@@ -117,6 +117,7 @@ Args {`
`117`	`117`	`weight_decay: 0.02,`
`118`	`118`	`}`
`119`	`119`
	`120`	`+$ cargo run --release -p resnet_finetune --features cuda -- --replace-activation leaky-relu --cautious-weight-decay`
`120`	`121`	`\| Split \| Metric \| Min. \| Epoch \| Max. \| Epoch \|`
`121`	`122`	`\|-------\|--------------------------------\|----------\|----------\|----------\|----------\|`
`122`	`123`	`\| Train \| CPU Memory \| 16.486 \| 1 \| 18.592 \| 60 \|`