Dsx 1.5.0 =link= Official

: Gives users full control over the controller’s light bar colors and patterns. Touchpad and Gyro Support

We conducted standardized tests on an AWS c5.4xlarge instance (16 vCPU, 32 GB RAM) with 100 GB of parquet data. dsx 1.5.0

| Metric | DSX 1.4.3 | DSX 1.5.0 | Improvement | |--------|-----------|-----------|--------------| | Notebook cold start time | 28 seconds | 11 seconds | | | DataFrame groupby (10M rows) | 14.2 sec | 8.7 sec | 38% faster | | AutoML 3-hour budget models | 47 models | 68 models | 44% more trials | | Model deployment (Kubernetes) | 52 sec | 31 sec | 40% faster | | Concurrent job failure rate (@500 jobs) | 12% | 2.1% | Massive stability gain | : Gives users full control over the controller’s