43 lines
1018 B
Rust
43 lines
1018 B
Rust
//! TDD tests for PINN missing methods
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//! Following strict TDD approach - defining expected behavior
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use rtx_science::physics::PINN;
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use rtx_science::types::Variable;
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use rtx_tensor::{Device, Tensor};
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#[test]
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fn test_pinn_forward_with_gradients() {
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// PINN should have forward_with_gradients method
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// Returns predictions and their gradients
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}
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#[test]
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fn test_pinn_parameters() {
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// PINN should have parameters method
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// Returns all trainable parameters as Vec<Variable>
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}
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#[test]
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fn test_pinn_zero_gradients() {
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// PINN should have zero_gradients method
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// Clears all gradients to zero
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}
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#[test]
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fn test_pinn_clip_gradients() {
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// PINN should have clip_gradients method
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// Clips gradients to prevent explosion
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}
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#[test]
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fn test_pinn_save_and_restore_state() {
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// PINN should have save_state and restore_state methods
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// For checkpointing during training
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}
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#[test]
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fn test_pinn_predict() {
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// PINN should have predict method
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// For inference without gradients
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}
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