diff options
Diffstat (limited to 'src/mlia/resources/optimization_profiles/optimization-conv2d-pruning.toml')
| -rw-r--r-- | src/mlia/resources/optimization_profiles/optimization-conv2d-pruning.toml | 19 |
1 files changed, 19 insertions, 0 deletions
diff --git a/src/mlia/resources/optimization_profiles/optimization-conv2d-pruning.toml b/src/mlia/resources/optimization_profiles/optimization-conv2d-pruning.toml new file mode 100644 index 0000000..aa7f982 --- /dev/null +++ b/src/mlia/resources/optimization_profiles/optimization-conv2d-pruning.toml @@ -0,0 +1,19 @@ +# 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-sparsity] +sparsity_m = 2 +sparsity_n = 4 +activation = "relu" +kernel_size = [3, 3] |