diff options
Diffstat (limited to 'src/mlia/resources/optimization_profiles/optimization-conv2d-unstructured-pruning.toml')
-rw-r--r-- | src/mlia/resources/optimization_profiles/optimization-conv2d-unstructured-pruning.toml | 20 |
1 files changed, 20 insertions, 0 deletions
diff --git a/src/mlia/resources/optimization_profiles/optimization-conv2d-unstructured-pruning.toml b/src/mlia/resources/optimization_profiles/optimization-conv2d-unstructured-pruning.toml new file mode 100644 index 0000000..67740ca --- /dev/null +++ b/src/mlia/resources/optimization_profiles/optimization-conv2d-unstructured-pruning.toml @@ -0,0 +1,20 @@ +# SPDX-FileCopyrightText: Copyright 2024, Arm Limited and/or its affiliates. +# SPDX-License-Identifier: Apache-2.0 + +[rewrite.training_parameters] +batch_size = 32 +learning_rate = 1e-3 +show_progress = true +steps = 48000 +learning_rate_schedule = "cosine" +num_procs = 1 +num_threads = 0 +augmentations.gaussian_strength = 0.0 +augmentations.mixup_strength = 0.0 + +[rewrite.conv2d-unstructured-sparsity] +initial_sparsity = 0.25 +final_sparsity = 0.5 +end_step = 48000 +activation = "relu" +kernel_size = [3, 3] |