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1 | 1 | # Changelog
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2 | 2 |
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| 3 | +## v2.236.0 (2024-12-04) |
| 4 | + |
| 5 | +### Features |
| 6 | + |
| 7 | + * Partner App Auth Provider for SDK support |
| 8 | + * add pre-processing and post-processing logic to inference_spec |
| 9 | + * add utility function to capture local snapshot |
| 10 | + * support script mode with local train.sh |
| 11 | + |
| 12 | +### Bug Fixes and Other Changes |
| 13 | + |
| 14 | + * Add graphene to doc requirements |
| 15 | + * Add graphne to the doc requirements |
| 16 | + * Enable the Recipe tests marked with @pytest.mark.skip(reason="Hyperpod recipe code unavailable" |
| 17 | + * Add model trainer documentation |
| 18 | + * Usage docs for training recipes |
| 19 | + * Neuron URIs update |
| 20 | + * Update URIs to public for training recipes |
| 21 | + * Changes for SMP v2.7.0 |
| 22 | + * Change default source directory to current, add option to specify source dir |
| 23 | + * Remove default values for fields in recipe_overrides and fix recipe path. |
| 24 | + * Update MANIFEST.in so that wheel builds correctly |
| 25 | + * fix the file uploading signature verification error |
| 26 | + * remove example notebooks artifacts |
| 27 | + * Morpheus tests |
| 28 | + * Integ tests for local mode model trainer |
| 29 | + * Update hyperpod recipe uris |
| 30 | + * Add interface units for ModelTrainer |
| 31 | + * Model Trainer Bucket improvements |
| 32 | + * Update ModelTrainer Interface Parameters |
| 33 | + * add in-process mode definition to docs |
| 34 | + * Intelligent defaults for Model Trainer |
| 35 | + * Fix tests and codestyle |
| 36 | + * add integ test for base_model_builder_deploy and remove print statement |
| 37 | + * Revert image builder |
| 38 | + * pin xgboost dlc to 1.7.1 to fix test |
| 39 | + * Skip JS model mapping with env vars or image URI provided |
| 40 | + * Use sagemaker core Session |
| 41 | + * Integration tests for Model Builder Handshake |
| 42 | + * [Updated] Add telemetry to ModelTrainer, Estimator and ModelBuilder |
| 43 | + * Update kandinsky in ModelTrainer and allow setting requirements |
| 44 | + * add modelID support to model builder InProcess model |
| 45 | + * Add Rich Logging to Model Builder |
| 46 | + * Notebooks update for Bugbash |
| 47 | + * Add bugbash bootstrapping |
| 48 | + * add inference morpheus nbs |
| 49 | + * Update ModelTrainer Notebooks |
| 50 | + * Bug fixes |
| 51 | + * Single container local training |
| 52 | + * update notebooks |
| 53 | + * update notebooks |
| 54 | + * Add recipes examples |
| 55 | + * Unified Deployment interface in Model Builder |
| 56 | + * Use exact python path in trainer template |
| 57 | + * Support building image from Dockerfile |
| 58 | + * Add Support for Training Recipes |
| 59 | + * Trainer handshake |
| 60 | + * Pass hyperparameters as CLI args |
| 61 | + * Add in_process mode support for DJL and TorchServe servers |
| 62 | + * Remove ignored files |
| 63 | + * Simplify Config Class Names and DistributedRunner structures |
| 64 | + * Fix bug in script mode setup ModelTrainer |
| 65 | + * Mask Sensitive Env Logs in Container |
| 66 | + * Add path to set Additional Settings in ModelTrainer |
| 67 | + * Add Distributed Training Support Model Trainer |
| 68 | + * Cleanup ModelTrainer code |
| 69 | + * Latest Container Image |
| 70 | + * General image builder |
| 71 | + * Cleanup ModelTrainer |
| 72 | + * Revert Image Spec |
| 73 | + * Support intelligent parameters |
| 74 | + * Add enviornment variable bootstrapping script |
| 75 | + * Add example notebook |
| 76 | + * Add unit tests for ModelTrainer |
| 77 | + * Image Spec refactoring and updates |
| 78 | + * Base model trainer |
| 79 | + |
3 | 80 | ## v2.235.2 (2024-11-22)
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4 | 81 |
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5 | 82 | ## v2.235.1 (2024-11-20)
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