microsoft/DeepSpeed v0.14.5

v0.14.5 Patch release

on GitHub

What's Changed

• Update version.txt after 0.14.4 release by @mrwyattii in #5694
• Fixed Windows inference build. by @costin-eseanu in #5609
• Fix memory leak from _hp_mapping by @chiragjn in #5643
• Bug fix for the "Link bit16 and fp32 parameters in partition" by @U-rara in #5681
• [CPU] add fp16 support to shm inference_all_reduce by @delock in #5669
• Universal checkpoint for zero stage 3 by @xylian86 in #5475
• inference unit test injectionPolicy split world_size to multiple tests by @oelayan7 in #5687
• ENV var added for recaching in INF Unit tests by @raza-sikander in #5688
• Disable nvtx decorator to avoid graph break by @tohtana in #5697
• Add an argument to enable the injection of missing state during the conversion of universal checkpoints by @xylian86 in #5608
• Change source of CPUAdam for xpu accelerator by @Liangliang-Ma in #5703
• Add additional paths to trigger xpu tests by @loadams in #5707
• Update XPU docker version by @loadams in #5712
• update xpu fusedadam opbuilder for pytorch 2.3 by @baodii in #5702
• DeepSpeed Universal Checkpointing: Blog and Tutorial by @samadejacobs in #5711
• UCP Chinese Blog by @HeyangQin in #5713
• Fix tutorial links by @samadejacobs in #5714
• Update node16 check on self-hosted runners and remove python 3.6 by @loadams in #5756
• fix the missing argument in test and typo by @xylian86 in #5730
• [INF] Enable torch compile for inference by @oelayan7 in #5612
• Update checkout action for nv-human-eval workflow by @loadams in #5757
• Add Windows scripts (deepspeed, ds_report). by @costin-eseanu in #5699
• Unit Test: Add error handling for rate limit exceeded in model list by @HeyangQin in #5715
• Fix memory leak for pipelined optimizer swapper by @mauryaavinash95 in #5700
• Remove duplicated variable by @xu-song in #5727
• Fix phi3 mini 128k load error by @Yejing-Lai in #5765
• [CPU] Allow deepspeed.comm.inference_all_reduce in torch.compile graph by @delock in #5604
• Added wrappers for hpu tensors based on dtype by @deepcharm in #5771
• [bugfix] promote state in bf16_optimizer by @billishyahao in #5767
• Launcher mode with SSH bypass by @dogacancolak-kensho in #5728
• Update the list of supported models in the Chinese README of fastgen by @beep-bebop in #5773
• Add support for Microsoft Phi-3 model to DeepSpeed-FastGen by @adk9 in #5559
• Misplaced global variable warned by @anferico in #5725
• Fixes for latest Huggingface_hub changes on modelId -> id by @loadams in #5789
• reduce all-to-all communication volume when both expert and non-expert are tensor-parallel by @taozhiwei in #5626
• Update Ubuntu version for running python tests by @loadams in #5783
• fix: quantization with DeepSpeed HE by @Atry in #5624
• [INF] Add Qwen2RMSNorm to loaded layers in auto_tp by @oelayan7 in #5786
• Add chatglm2 & chatglm3 autotp by @Yejing-Lai in #5540
• Add new autotp supported model in doc by @Yejing-Lai in #5785
• Fix accuracy error of NPUFusedAdam by @penn513 in #5777
• Update torch version in cpu-torch-latest and nv-torch-latest-v100 tests to 2.4 by @loadams in #5797
• move is_checkpointable call reducing torch.compile Graph breaks by @NirSonnenschein in #5759
• Unpin transformers version by @loadams in #5650
• Update other workflows to run on Ubuntu 22.04 by @loadams in #5798
• [XPU]Use host time to replace xpu time when IPEX version slower than 2.5. by @ys950902 in #5796
• Update MII tests to pull correct torchvision by @loadams in #5800
• Add fp8-fused gemm kernel by @sfc-gh-reyazda in #5764
• Add doc of compressed backend in Onebit optimizers by @Liangliang-Ma in #5782
• fix: handle exception when loading cache file in test_inference.py by @HeyangQin in #5802
• Pin transformers version for MII tests by @loadams in #5807
• Fix op_builder for CUDA 12.5 by @keshavkowshik in #5806
• Find ROCm on Fedora by @trixirt in #5705
• Fix CPU Adam JIT compilation by @lekurile in #5780
• GDS AIO Blog by @jomayeri in #5817
• [ROCm] Get rocm version from /opt/rocm/.info/version by @rraminen in #5815
• sequence parallel with communication overlap by @inkcherry in #5691
• Update to ROCm6 by @loadams in #5491
• Add fp16 support of Qwen1.5MoE models (A2.7B) to DeepSpeed-FastGen by @ZonePG in #5403
• Use accelerator to replace cuda in setup and runner by @Andy666G in #5769
• Link GDS blog to site by @tjruwase in #5820
• Non-reentrant checkpointing hook fix by @ic-synth in #5781
• Fix NV references by @tjruwase in #5821
• Fix docs building guide by @tjruwase in #5825
• Update clang-format version from 16 to 18. by @loadams in #5839
• Add Japanese translation of DeepNVMe blog by @tohtana in #5845
• Fix the bug of deepspeed sequence parallel working with batch size larger than 1 by @YJHMITWEB in #5823
• Upgrade HPU image to v1.16.2. by @vshekhawat-hlab in #5610
• OptimizedLinear updates by @jeffra in #5791
• Log operator warnings only in verbose mode by @tjruwase in #5917
• Use torch.nan_to_num replace numpy wrapper one by @jinyouzhi in #5877
• [Zero2] Reduce the unnecessary all-reduce when tensor size is 0. by @ys950902 in #5868
• Update container version for Gaudi2 CI by @raza-sikander in #5937
• Fix missing ds_id bug by @tjruwase in #5824
• Update LR scheduler configuration by @xiyang-aads-lilly in #5846
• HPUAccelerator: remove support in set_visible_devices_envs by @nelyahu in #5929
• Z3: optimizations for grad norm calculation and gradient clipping by @nelyahu in #5504
• Update xpu-max1100.yml with new config and add some tests by @Liangliang-Ma in #5668
• Add accelerator setup guides by @delock in #5827
• Allow accelerator to instantiate the device by @nelyahu in #5255

New Contributors

• @U-rara made their first contribution in #5681
• @xylian86 made their first contribution in #5475
• @mauryaavinash95 made their first contribution in #5700
• @billishyahao made their first contribution in #5767
• @dogacancolak-kensho made their first contribution in #5728
• @beep-bebop made their first contribution in #5773
• @anferico made their first contribution in #5725
• @Atry made their first contribution in #5624
• @sfc-gh-reyazda made their first contribution in #5764
• @keshavkowshik made their first contribution in #5806
• @trixirt made their first contribution in #5705
• @Andy666G made their first contribution in #5769
• @ic-synth made their first contribution in #5781
• @xiyang-aads-lilly made their first contribution in #5846

Full Changelog: v0.14.4...v0.14.5