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crates/cre8-app-virtual_agent/src/trainer.rs
Items
struct NativeTrainRequest struct TrainingReport struct NativeTrainOutcome struct LinearGradientRequest struct LinearEvalRequest struct LinearEvalAggregate struct LinearGradientAggregate struct LinearGradientAggregateOutcome trait NativeTrainableLayer struct NativeTrainConfig struct LinearLayer impl LinearLayer impl NativeTrainableLayer for LinearLayer struct LinearGradientAccumulator impl LinearGradientAccumulator struct LinearEvalAccumulator impl LinearEvalAccumulator
Functions
By call-graph weight (PageRank; 1.0 is the average function). 53 functions in all.
| function | kind | lines | cyclomatic | callers | callees | weight | crystal |
|---|---|---|---|---|---|---|---|
| normalize_training_examplesrc/trainer.rs:313 | fn | 24 | 3 | 2 | 2 | 2.5 | |
| validate_linear_gradient_shapesrc/trainer.rs:775 | fn | 13 | 4 | 4 | 0 | 2.4 | |
| normalize_activationsrc/trainer.rs:733 | fn | 8 | 3 | 1 | 0 | 2.2 | |
| LinearLayer::newsrc/trainer.rs:136 | method | 20 | 4 | 6 | 1 | 2 | |
| LinearLayer::predictsrc/trainer.rs:166 | method | 4 | 1 | 4 | 2 | 1.9 | |
| evaluate_linearsrc/trainer.rs:703 | fn | 19 | 2 | 4 | 3 | 1.8 | |
| require_finite_positivesrc/trainer.rs:367 | fn | 6 | 3 | 2 | 0 | 1.6 | |
| training_examples_from_valuesrc/trainer.rs:295 | fn | 17 | 4 | 2 | 1 | 1.6 | |
| numeric_vector_from_valuesrc/trainer.rs:789 | fn | 26 | 4 | 1 | 0 | 1.5 | |
| target_from_valuesrc/trainer.rs:816 | fn | 6 | 1 | 1 | 0 | 1.5 | |
| validate_training_examplessrc/trainer.rs:756 | fn | 18 | 7 | 3 | 0 | 1.4 | |
| LinearLayer::gradientsrc/trainer.rs:171 | method | 8 | 1 | 3 | 5 | 1.3 | |
| LinearLayer::forward_rawsrc/trainer.rs:157 | method | 8 | 2 | 1 | 0 | 1.3 | |
| apply_activationsrc/trainer.rs:742 | fn | 6 | 2 | 1 | 0 | 1.3 | |
| validate_linear_training_controlssrc/trainer.rs:355 | fn | 4 | 1 | 3 | 2 | 1.1 | |
| LinearLayer::apply_gradientsrc/trainer.rs:203 | method | 12 | 4 | 2 | 1 | 1 | |
| require_finite_nonnegativesrc/trainer.rs:374 | fn | 6 | 3 | 1 | 0 | 1 | |
| validate_clip_gradient_limitsrc/trainer.rs:381 | fn | 6 | 2 | 1 | 1 | 1 | |
| train_nativesrc/trainer.rs:338 | fn | 9 | 2 | 2 | 4 | 1 | |
| validate_native_train_requestsrc/trainer.rs:348 | fn | 6 | 1 | 2 | 3 | 0.9 | |
| LinearLayer::layer_stacksrc/trainer.rs:271 | trait impl | 22 | 2 | 2 | 2 | 0.9 | |
| LinearLayer::input_widthsrc/trainer.rs:247 | trait impl | 3 | 1 | 1 | 0 | 0.9 | |
| tensor_refsrc/trainer.rs:823 | fn | 9 | 1 | 1 | 0 | 0.9 | |
| LinearGradientAccumulator::newsrc/trainer.rs:552 | method | 10 | 1 | 1 | 0 | 0.9 | |
| LinearLayer::parameterssrc/trainer.rs:267 | trait impl | 3 | 1 | 2 | 0 | 0.9 | |
| aggregate_linear_gradientssrc/trainer.rs:498 | fn | 43 | 7 | 1 | 2 | 0.9 | |
| apply_linear_gradientsrc/trainer.rs:683 | fn | 9 | 1 | 1 | 3 | 0.9 | |
| aggregate_and_apply_linear_gradientssrc/trainer.rs:693 | fn | 9 | 1 | 3 | 2 | 0.8 | |
| aggregate_linear_eval_receiptssrc/trainer.rs:597 | fn | 38 | 5 | 2 | 0 | 0.8 | |
| linear_eval_for_batchsrc/trainer.rs:456 | fn | 41 | 3 | 2 | 3 | 0.8 | |
| require_examples_presentsrc/trainer.rs:360 | fn | 6 | 2 | 1 | 0 | 0.8 | |
| LinearLayer::raw_gradientsrc/trainer.rs:180 | method | 14 | 2 | 1 | 3 | 0.7 | |
| LinearLayer::apply_l2_regularizationsrc/trainer.rs:195 | method | 7 | 3 | 1 | 0 | 0.7 | |
| require_linear_gradient_examplessrc/trainer.rs:217 | fn | 7 | 2 | 1 | 0 | 0.7 | |
| clip_linear_gradientsrc/trainer.rs:232 | fn | 9 | 2 | 1 | 0 | 0.7 | |
| linear_gradient_for_batchsrc/trainer.rs:432 | fn | 23 | 1 | 1 | 4 | 0.7 | |
| accumulate_linear_example_gradientsrc/trainer.rs:225 | fn | 6 | 2 | 1 | 0 | 0.7 | |
| activation_derivativesrc/trainer.rs:749 | fn | 6 | 3 | 1 | 0 | 0.7 | |
| native_train_input_widthsrc/trainer.rs:388 | fn | 10 | 3 | 1 | 0 | 0.7 | |
| train_linearsrc/trainer.rs:399 | fn | 32 | 2 | 1 | 5 | 0.7 | |
| normalize_layer_kindsrc/trainer.rs:728 | fn | 4 | 2 | 1 | 0 | 0.7 | |
| linear_layer_stack_for_parameterssrc/trainer.rs:723 | fn | 4 | 1 | 2 | 2 | 0.6 | |
| LinearLayer::train_epochsrc/trainer.rs:251 | trait impl | 5 | 1 | 1 | 2 | 0.6 | |
| LinearLayer::losssrc/trainer.rs:257 | trait impl | 9 | 2 | 1 | 1 | 0.6 | |
| LinearLayer::kindsrc/trainer.rs:243 | trait impl | 3 | 1 | 0 | 0 | 0.5 | |
| LinearGradientAccumulator::accept_receiptsrc/trainer.rs:563 | method | 32 | 6 | 0 | 1 | 0.5 | |
| LinearEvalAccumulator::accept_receiptsrc/trainer.rs:646 | method | 35 | 8 | 0 | 0 | 0.5 | |
| native_linear_training_learns_simple_sumsrc/trainer.rs:838 | fn | 23 | 1 | 0 | 1 | 0.5 | |
| examples_parse_from_object_vectorssrc/trainer.rs:863 | fn | 10 | 1 | 0 | 1 | 0.5 | |
| training_controls_reject_empty_batches_and_invalid_limitssrc/trainer.rs:875 | fn | 34 | 1 | 0 | 2 | 0.5 | |
| linear_gradient_applies_l2_and_clipping_after_accumulationsrc/trainer.rs:911 | fn | 12 | 1 | 0 | 1 | 0.5 | |
| linear_gradient_receipt_aggregates_and_appliessrc/trainer.rs:925 | fn | 23 | 1 | 0 | 2 | 0.5 | |
| linear_eval_receipts_aggregate_weighted_metricssrc/trainer.rs:950 | fn | 34 | 1 | 0 | 2 | 0.5 |
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