[Export Refactor][Image Classification] create_model function
#1878
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dbogunowicz
changed the base branch from
main
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feature/damian/feature_branch_export
dbogunowicz
commented
Dec 6, 2023
…ic/sparseml into feature/damian/create_model_ic
dbogunowicz
commented
Dec 6, 2023
bfineran
requested changes
Dec 6, 2023
bfineran
reviewed
Dec 6, 2023
| :return: Whether the model is an image classification model or not | ||
| """ | ||
| try: | ||
| checkpoint = torch.load(os.path.join(source_path, "model.pth")) |
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this expects directory, we should also allow a file for IC
19 tasks
bfineran
approved these changes
Dec 8, 2023
src/sparseml/pytorch/image_classification/integration_helper_functions.py
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dbogunowicz
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Dec 29, 2023
* initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes
bfineran
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* initial commit * respond to PR comments * [Export Refactor][Image Classification] `create_model` function (#1878) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * [Export Refactor][Image Classification] `create_dummy_input` function (#1880) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * [Export Refactor][Image Classification] `export_model` function (#1883) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * initial commit * fixes * ready for review * nit * add return * make export function more general * [Export Refactor][Image Classification] `apply_optimizations` function (#1884) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * initial commit * fixes * ready for review * nit * add return * initial commit * [Export Refactor][Image Classification] `export_sample_inputs_outputs` function (#1888) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * initial commit * fixes * ready for review * nit * add return * initial commit * initial commit * PR comments * beautification * remove duplicated function * [Export Refactor][Image Classification] `create_deployment_folder` function (#1889) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * initial commit * fixes * ready for review * nit * add return * initial commit * initial commit * initial commit * fix rebase, tests_work * ready to push * [Export Refactor][Image Classification] `validate_correctness` function (#1890) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * initial commit * fixes * ready for review * nit * add return * initial commit * initial commit * initial commit * initial commit * Delete tests/sparseml/test_integration_helper_functions.py * ready to merge * [Export Refactor] End to end testing (#1898) * initial commit * looking good, time to cleanup * Delete src/sparseml/export/helpers.py * Delete tests/sparseml/export/test_helpers.py * ready for review * improve design * tests pass * reuse _validate_dataset_num_classes * initial commit * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * ready for review * Update src/sparseml/export/export.py * Update src/sparseml/integration_helper_functions.py * initial commit * fixes * ready for review * nit * add return * initial commit * initial commit * initial commit * initial commit * Delete tests/sparseml/test_integration_helper_functions.py * ready to merge * add structure validator * ready for review * Delete tests/sparseml/export/model.onnx * Delete tests/sparseml/export/image_classification/model.onnx * Delete tests/sparseml/export/image_classification/conftest.py * PR comments * remove onnx * [Export Refactor] Prepare the module to be more general (before including `transformers`) (#1908) * adapt the export script to handle transformers * Update src/sparseml/pytorch/image_classification/integration_helper_functions.py * Delete tests/sparseml/export/transformers/__init__.py * Delete tests/sparseml/export/transformers/test_generative_transformers.py * Delete tests/sparseml/export/transformers/test_transformers.py * Update src/sparseml/export/export.py Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com> * addressing review comments * [Export Refactor] Export `transformers` (#1909) * cleanup * Delete src/sparseml/transformers/integration_helper_functions_generative.py * Delete src/sparseml/transformers/utils/optimizations.py * Delete tests/sparseml/export/transformers/test_generative_transformers.py * Delete tests/sparseml/transformers/test_integration_helper_functions_generative.py * addressing PR reviews * [Export Refactor] Export generative transformers(#1910) * make tests green, remove using task to resolve the integration type * fix all the tests after the merge, make integration resolution independent of the task name * fold generative transformers into transformer helper functions * complete tests for export_data.py * Update src/sparseml/export/export.py * add tests that confirms that kv cache injection has been added * move applying optimizations into integration helper functions --------- Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com> * [Export Refactor][Transformers] Enable loading SparseModels (#1921) * initial commit * adressing review comments * Fix the tests * fix tests with help from sara * [Export][Transformers] Enable loading `text-generation` datasets (#1938) * add suport for past_key_values in sample-outputs * [Export][Transformers] Implementation of correctness validation (#1935) * fix tests with help from sara * Update src/sparseml/transformers/utils/initializers.py * swap sparsezoo validator for custom one (top k match) * add more informative error message * add correctness validation for LLMs * remove past_key_values from outputs * remove past_key_values from outputs (2) * small note comment for the future * tests fixed * fix test * [Export refactor] final manual testing fixes (#1948) * [Export refactor] final manual testing fixes * review --------- Co-authored-by: Benjamin Fineran <bfineran@users.noreply.github.com>
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