chore: update burn features in examples to include autotune and remove autodiff

Author: crutcher

examples/resnet-finetune/Cargo.toml

@@ -13,7 +13,7 @@ workspace = true
 anyhow = { workspace = true }
 bimm = { version = "0.19.1", path = "../../crates/bimm" }
 
-burn = { workspace = true, features = ["network", "train", "autodiff", "vision"] }
+burn = { workspace = true, features = ["train", "fusion", "autotune", "network", "vision"] }
 
 clap = { workspace = true, features = ["derive"] }
 

examples/resnet_tiny/Cargo.toml

@@ -14,7 +14,7 @@ bimm = { version = "0.19.1", path = "../../crates/bimm" }
 bimm-firehose = { version = "0.19.1", path = "../../crates/bimm-firehose" }
 bimm-firehose-image = { version = "0.19.1", path = "../../crates/bimm-firehose-image" }
 
-burn = { workspace = true, features = ["train", "autodiff", "fusion", "vision", "dataset"] }
+burn = { workspace = true, features = ["train", "fusion", "autotune", "vision", "dataset"] }
 serde = { workspace = true, features = ["derive"] }
 
 clap = { workspace = true, features = ["derive"] }

examples/swin_tiny/Cargo.toml

@@ -14,7 +14,7 @@ bimm = { version = "0.19.1", path = "../../crates/bimm" }
 bimm-firehose = { version = "0.19.1", path = "../../crates/bimm-firehose" }
 bimm-firehose-image = { version = "0.19.1", path = "../../crates/bimm-firehose-image" }
 
-burn = { workspace = true, features = ["train", "autodiff", "cuda", "fusion", "vision", "dataset"] }
+burn = { workspace = true, features = ["train", "fusion", "autotune", "vision", "dataset"] }
 serde = { workspace = true, features = ["derive"] }
 
 clap = { workspace = true, features = ["derive"] }