chore: remove last 4 candle references from ml crate (comments only)
Zero candle_core, candle_nn, or candle_optimisers references remain in the entire ml crate source code. Workspace compiles clean with 0 errors and 0 clippy warnings. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@@ -30,7 +30,7 @@ use uuid::Uuid;
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use crate::bridge::MLFinancialBridge;
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use crate::safety::{MLSafetyError, MLSafetyManager, SafetyResult};
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/// Trait for neural network layer forward passes (replaces candle_nn::Module).
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/// Trait for neural network layer forward passes.
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pub trait ModelForward: std::fmt::Debug {
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/// Run a forward pass through this layer.
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fn forward(&self, input: &GpuTensor) -> Result<GpuTensor, crate::MLError>;
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@@ -213,7 +213,7 @@ use num_traits as _;
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use semver as _;
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use tempfile as _;
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// Adam optimizer removed — candle_optimisers eliminated.
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// Adam optimizer: use ml_core::cuda_autograd::GpuAdamW
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// Use ml_core::cuda_autograd::GpuAdamW directly.
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// Shared infrastructure modules re-exported from ml-core (see explicit re-exports above)
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@@ -251,11 +251,11 @@ impl TFTTrainer {
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/// to `ml_core::cuda_autograd::GpuAdamW`. The legacy Adam wrapper no longer exists.
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fn initialize_optimizer(&mut self) -> MLResult<()> {
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// TODO: migrate to GpuAdamW from ml_core::cuda_autograd
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// The old candle_optimisers::adam::ParamsAdam has been eliminated.
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// TODO: migrate to GpuAdamW from ml_core::cuda_autograd
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// For now, return an error indicating the optimizer needs migration.
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let _lr = self.training_config.learning_rate;
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Err(MLError::ModelError(
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"TFT optimizer not yet migrated from candle_optimisers to GpuAdamW".to_string(),
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"TFT optimizer not yet migrated to GpuAdamW".to_string(),
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))
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}
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