diff options
Diffstat (limited to 'src/mlia/nn/rewrite/core/train.py')
| -rw-r--r-- | src/mlia/nn/rewrite/core/train.py | 21 |
1 files changed, 18 insertions, 3 deletions
diff --git a/src/mlia/nn/rewrite/core/train.py b/src/mlia/nn/rewrite/core/train.py index 42bf653..82af747 100644 --- a/src/mlia/nn/rewrite/core/train.py +++ b/src/mlia/nn/rewrite/core/train.py @@ -136,12 +136,27 @@ def train( output_filename = output_model join_in_dir(train_dir, filename, output_filename) + # Assess the output diff between the parts after the rewrite subgraph + # in original and optimized model + optimized_end_path = Path(train_dir, "optimized_end.tfrec") + end_path = Path(train_dir, "end.tfrec") + + record_model( + str(input_tfrec), + output_filename, + optimized_end_path, + num_procs=train_params.num_procs, + num_threads=train_params.num_threads, + ) + mae, nrmse = diff_stats(end_path, str(optimized_end_path)) + if unmodified_model_dir: cast(tempfile.TemporaryDirectory, unmodified_model_dir).cleanup() - return ( - results if train_params.checkpoint_at else results[0] - ) # only return a list if multiple checkpoints are asked for + return (results if train_params.checkpoint_at else results[0]), [ + mae, + nrmse, + ] # only return a list if multiple checkpoints are asked for def eval_in_dir( |