From e840a02357b8b6f3db7941ae3d7a62c1f1a80836 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 21 Aug 2025 05:37:13 +0000 Subject: [PATCH 1/3] Initial plan From 34fa02a3c10d8f1d87f26346a3a000b1459e171f Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Thu, 21 Aug 2025 05:44:29 +0000 Subject: [PATCH 2/3] Initial analysis - identified failing test in MambaBi padding behavior Co-authored-by: ekellbuch <3643282+ekellbuch@users.noreply.github.com> --- src/deep_ssm.egg-info/PKG-INFO | 52 ++++++++++++++++++ src/deep_ssm.egg-info/SOURCES.txt | 15 +++++ src/deep_ssm.egg-info/dependency_links.txt | 1 + src/deep_ssm.egg-info/top_level.txt | 1 + .../__pycache__/__init__.cpython-312.pyc | Bin 0 -> 157 bytes .../__pycache__/mamba2_simple.cpython-312.pyc | Bin 0 -> 17495 bytes .../__pycache__/mamba_extra.cpython-312.pyc | Bin 0 -> 8611 bytes .../__pycache__/mamba_simple.cpython-312.pyc | Bin 0 -> 18713 bytes .../__pycache__/mamba_vsimple.cpython-312.pyc | Bin 0 -> 9576 bytes .../mixers/__pycache__/s4.cpython-312.pyc | Bin 0 -> 96416 bytes .../__pycache__/utils_mamba.cpython-312.pyc | Bin 0 -> 34146 bytes .../__pycache__/utils_mamba2.cpython-312.pyc | Bin 0 -> 19212 bytes .../__pycache__/__init__.cpython-312.pyc | Bin 0 -> 170 bytes .../mamba/__pycache__/pscan.cpython-312.pyc | Bin 0 -> 10438 bytes .../__pycache__/jax_func.cpython-312.pyc | Bin 0 -> 24756 bytes .../s5_fjax/__pycache__/ssm.cpython-312.pyc | Bin 0 -> 31362 bytes .../__pycache__/ssm_init.cpython-312.pyc | Bin 0 -> 7372 bytes ...mamba_wrapper.cpython-312-pytest-8.4.1.pyc | Bin 0 -> 5611 bytes .../test_mixers.cpython-312-pytest-8.4.1.pyc | Bin 0 -> 7834 bytes ...ixers_padding.cpython-312-pytest-8.4.1.pyc | Bin 0 -> 6355 bytes .../test_vsimple.cpython-312-pytest-8.4.1.pyc | Bin 0 -> 2675 bytes 21 files changed, 69 insertions(+) create mode 100644 src/deep_ssm.egg-info/PKG-INFO create mode 100644 src/deep_ssm.egg-info/SOURCES.txt create mode 100644 src/deep_ssm.egg-info/dependency_links.txt create mode 100644 src/deep_ssm.egg-info/top_level.txt create mode 100644 src/deep_ssm/__pycache__/__init__.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/mamba2_simple.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/mamba_extra.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/mamba_simple.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/mamba_vsimple.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/s4.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/utils_mamba.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/__pycache__/utils_mamba2.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/mamba/__pycache__/__init__.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/mamba/__pycache__/pscan.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/s5_fjax/__pycache__/jax_func.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/s5_fjax/__pycache__/ssm.cpython-312.pyc create mode 100644 src/deep_ssm/mixers/s5_fjax/__pycache__/ssm_init.cpython-312.pyc create mode 100644 tests/mixers/__pycache__/test_mamba_wrapper.cpython-312-pytest-8.4.1.pyc create mode 100644 tests/mixers/__pycache__/test_mixers.cpython-312-pytest-8.4.1.pyc create mode 100644 tests/mixers/__pycache__/test_mixers_padding.cpython-312-pytest-8.4.1.pyc create mode 100644 tests/mixers/__pycache__/test_vsimple.cpython-312-pytest-8.4.1.pyc diff --git a/src/deep_ssm.egg-info/PKG-INFO b/src/deep_ssm.egg-info/PKG-INFO new file mode 100644 index 0000000..d91bc82 --- /dev/null +++ b/src/deep_ssm.egg-info/PKG-INFO @@ -0,0 +1,52 @@ +Metadata-Version: 2.1 +Name: deep-ssm +Version: 0.0.1 +Summary: Deep State Space Models +Home-page: https://github.com/ekellbuch/deep_ssm +Classifier: License :: OSI Approved :: MIT License +Requires-Python: >=3.7 +Description-Content-Type: test/markdown + +# Deep sequence models + +## Installation: + +Run the following commands to install the required packages: +``` +./setup_env.sh +``` +Note: if working on sherlock make sure to download the correct modules before running the above command. + +``` +ml python/3.9.0 && ml gcc/10.1.0 && ml cudnn/8.9.0.131 && ml load cuda/12.4.1 +``` +## Baselines: + +- Train [S5 model](https://github.com/lindermanlab/s5) on sequential CIFAR10 +``` +python -m example --grayscale +``` + +- Train a GRU model on the Brain Computer Interface (BCI) dataset from [Willett et al. 2023](https://github.com/fwillett/speechBCI). +``` +1. Download data in directory and export directory path to the environment variable $DEEP_SSM_DATA +gsutil cp gs://cfan/interspeech24/brain2text_competition_data.pkl . +export DEEP_SSM_DATA=/path/to/data + +Note: on sherlock the data is already available in the following directory: +export DEEP_SSM_DATA=/scratch/groups/swl1 + +2. Run code to debug model: +python run.py --config-name="baseline_gru" trainer_cfg.fast_dev_run=1 + +3. Full code to train mode: python run.py --config-name="baseline_gru" +python run.py --config-name="baseline_gru" +``` + + +- Train a [Mamba model](https://github.com/state-spaces/mamba) on the Brain Computer Interface (BCI) dataset from [Willett et al. 2023](https://github.com/fwillett/speechBCI) +``` +python run.py --config-name="baseline_mamba" +``` + + diff --git a/src/deep_ssm.egg-info/SOURCES.txt b/src/deep_ssm.egg-info/SOURCES.txt new file mode 100644 index 0000000..ba5afd4 --- /dev/null +++ b/src/deep_ssm.egg-info/SOURCES.txt @@ -0,0 +1,15 @@ +setup.py +deep_ssm/__init__.py +deep_ssm.egg-info/PKG-INFO +deep_ssm.egg-info/SOURCES.txt +deep_ssm.egg-info/dependency_links.txt +deep_ssm.egg-info/top_level.txt +deep_ssm/data/__init__.py +deep_ssm/data/data_loader.py +deep_ssm/data/data_transforms.py +deep_ssm/models/__init__.py +deep_ssm/models/audio_models.py +deep_ssm/models/bci_models.py +deep_ssm/modules/__init__.py +deep_ssm/modules/module_bci.py +deep_ssm/modules/module_safari.py 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