Netspresso

What's Changed 🚀

✨ Features

* 396 Add custom \& auto quantization (397) Only-bottle
* 394 Update jupyter notebook (395) Only-bottle
* 391 Update issue template (392) Only-bottle
* 385 Add 60-second buffer to JWT expiration check (388) Only-bottle
* 381 Add create project folder (387) Only-bottle
* 373 Add quantizer module to netspresso (377) Only-bottle
* 372 Add quantizer api to launcher client (376) Only-bottle
* 379 Added the function to cancel a benchmark task (383) Only-bottle
* 378 Add the function to cancel conversion task (382) Only-bottle
* 374 Add InternalServerError Exception (375) Only-bottle

📘 Documents

* 391 Update issue template (392) Only-bottle

**Full Changelog**: https://github.com/Nota-NetsPresso/PyNetsPresso/compare/v1.12.2...v1.13.0

What's Changed 🚀

✨ Features

* 368 Update inference interface (371) Only-bottle
* 369 Add training\_result to compressor metadata (370) Only-bottle
* 362 Add data type to benchmark result (367) Only-bottle

🐛 Bug Fixes

* 365 Add preprocess \& postprocess for full int8 (366) Only-bottle

**Full Changelog**: https://github.com/Nota-NetsPresso/PyNetsPresso/compare/v1.12.1...v1.12.2

What's Changed 🚀

🐛 Bug Fixes

* 363 Add scipy library to requirements.txt (364) Only-bottle
* 360 Fix return\_stage\_idx params of resnet-50 backbone (361) Only-bottle

**Full Changelog**: https://github.com/Nota-NetsPresso/PyNetsPresso/compare/v1.12.0...v1.12.1

What's Changed 🚀

✨ Features

* 354 Update resnet model config (355) Only-bottle
* 342 Add inferencer(ONNX \& TFLite) (353) Only-bottle
* 349 Add runtime config for inference (350) Only-bottle
* 345 Exclude `dlc` framework from available options in trainer metadata (346) Only-bottle
* 343 Exclude `dlc` framework from available options (344) Only-bottle
* 340 Add 600s timeout for compressor requests (341) Only-bottle
* 333 Add device and software version filtering for TensorRT and DRPAI (334) Only-bottle
* 331 Add optimizer and scheduler enum (332) Only-bottle
* 327 Add PyNPException for GUI (328) Only-bottle
* 322 Update to netspresso trainer v1.0.0 (326) Only-bottle
* 310 Improve to adding error logs to metadata (325) Only-bottle

🐛 Bug Fixes

* 358 Fix task value of inference runtime config (359) Only-bottle
* 356 Fix typo training\_result of trainer metadata (357) Only-bottle
* 351 Update runtime config (352) Only-bottle
* 347 Add validate\_token when create available options of converter metadata (348) Only-bottle
* 338 Add GatewayTimeoutException \& UnexpetedException (339) Only-bottle
* 335 Put name, message in error\_detail for training errors (337) Only-bottle
* 329 Add framework, input\_shapes in model\_info of compressor metadata (330) Only-bottle

**Full Changelog**: https://github.com/Nota-NetsPresso/PyNetsPresso/compare/v1.11.0...v1.12.0

What's Changed 🚀

✨ Features

* 320 Print api client host \& port (321) Only-bottle
* 318 Change to login instead of reissue when token expires (319) Only-bottle
* 316 Add UploadDataset dataclass (317) Only-bottle
* 297 Update task error log for launcher (309) Only-bottle soyoungKo
* 307 Update self.tokens after login to ensure token refresh (308) Only-bottle

🐛 Bug Fixes

* 314 Fix trainer model architecture config (315) Only-bottle
* 312 Fix classification dataset setting (313) Only-bottle
* 304 Add model\_name definition in initialize\_from\_yaml function (305) Only-bottle

**Full Changelog**: https://github.com/Nota-NetsPresso/PyNetsPresso/compare/v1.9.0...v1.11.0

What's Changed 🚀

✨ Features

* 293 Add Structured Neuron-level Pruning (SNP) method (294) Only-bottle
* 302 Updated model names for consistency and added deprecation warnings (303) Only-bottle
* 295 Refactor configuration to use environment variables for HOST and PORT (296) Only-bottle
* 282 Add a progress bar to show progress during upload (292) Only-bottle

🐛 Bug Fixes

* 300 Updated code to search for files matching both `*best_fx.pt` and `*best.pt` patterns (301) Only-bottle
* 298 Fix model.name to model\_name (299) Only-bottle

**Full Changelog**: https://github.com/Nota-NetsPresso/PyNetsPresso/compare/v1.8.0...v1.9.0