v0.7.5: Patch release

What's Changed

• Fix Bug #2319 by @jomayeri in #2438
• update pytorch pool operator function signiture by @cli99 in #2443
• Fix build issues on Windows by @eltonzheng in #2428
• rollback ds config changes by @cli99 in #2395
• Use CUDA events for inference model profiling by @mrwyattii in #2371
• Fixing a config mismatch in unit test. by @jomayeri in #2447
• Reduction Kernel Utility by @cmikeh2 in #2436
• deepspeed/launcher/launch.py: add option enable_each_rank_log by @guoyejun in #2409
• Fixes for various CI problems by @mrwyattii in #2457
• Cache Allocation and Softmax Fixes by @cmikeh2 in #2433
• Fix checkpoint loading at inference-engine by @RezaYazdaniAminabadi in #2429
• Create a new folder structure to isolate model-specific code in DS by @awan-10 in #2464
• don't gather partitioned activations for mp size 1 by @guoyejun in #2454
• Updating autotune json default in docs. by @jomayeri in #2476
• Added MLFLOW environment variables for logging metrics within trainig… by @savitamittal1 in #2477
• fix accelerate link in README by @kyoto7250 in #2481
• Fix Stable-Diffusion: Add correct memory-allocation at DeepSpeed-Attention by @RezaYazdaniAminabadi in #2474
• Fix CI issues related to cupy install by @mrwyattii in #2483
• Add scale_attn_by_inverse_layer_idx feature by @hyunwoongko in #2486
• Stable Diffusion Enhancements by @cmikeh2 in #2491
• stage_1_and_2.py: no allreduce needed when mp size is 1 by @guoyejun in #2494
• Make bf16_optimizer work for non pipeline parallelism by @tjruwase in #2470
• Fix nightly CI tests by @mrwyattii in #2493
• Make data contiguous before the inplace reshape-copy_ function. by @lokoppakmsft in #2489
• Fix typos: deepseed -> deepspeed by @jinyouzhi in #2499

New Contributors

• @guoyejun made their first contribution in #2409
• @savitamittal1 made their first contribution in #2477
• @kyoto7250 made their first contribution in #2481
• @lokoppakmsft made their first contribution in #2489
• @jinyouzhi made their first contribution in #2499

Full Changelog: v0.7.4...v0.7.5