2024 Runtimeerror distributed package doesnt have nccl built in

[Solved] RuntimeError: Error(s) in loading state_dict for BertForTokenClassification [Solved] mmdetection benchmark.py Error: RuntimeError: Distributed package doesn‘t have NCCL built in [Solved] RuntimeError: a view of a leaf Variable that requires grad is being used in an in-place. Amanda breden

Jan 8, 2011 · 431 raise RuntimeError("Distributed package doesn't have NCCL " 432 "built in" ) 433 pg = ProcessGroupNCCL(store, rank, world_size, group_name) RuntimeError: Distributed package doesn't have NCCL built in During handling of the above exception, another exception occurred: Traceback (most recent call last):Don't have built-in NCCL in distributed package. distributed. zeming_hou (zeming hou) January 6, 2022, 1:10pm 1. 1369×352 18.5 KB. pritamdamania87 (Pritamdamania87) January 7, 2022, 11:00pm 2. @zeming_hou Did you compile PyTorch from source or did you install it via some of the pre-built binaries?`RuntimeError: Distributed package doesn't have NCCL built in ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 23892) of binary: U:\Tools\PythonWin\WPy64-31090\python-3.10.9.amd64\python.exe Traceback (most recent call last):Aug 9, 2021 · How to train a custom model under Windows 10 with miniconda? Inference works great but when I try to start a custom training only errors come up. Latest RTX/Quadro driver and Nvida Cuda Toolkit 11.3 + cudnn 11.3 + ms vs buildtools are in... Don't have built-in NCCL in distributed package. distributed. zeming_hou (zeming hou) January 6, 2022, 1:10pm 1. 1369×352 18.5 KB. pritamdamania87 (Pritamdamania87) January 7, 2022, 11:00pm 2. @zeming_hou Did you compile PyTorch from source or did you install it via some of the pre-built binaries?May 22, 2021 · When I run source setup.sh && runexp anli-full infobert roberta-large 2e-5 32 128 -1 1000 42 1e-5 5e-3 6 0.1 0 4e-2 8e-2 0 3 5e-3 0.5 0.9 as specified in the README in the ANLI directory, I encounter a RuntimeError: Distributed package doesn't have NCCL built in message. 595 elif backend == Backend.NCCL: 596 if not is_nccl_available(): --> 597 raise RuntimeError("Distributed package doesn't have NCCL " 598 "built in") 599 pg = ProcessGroupNCCL( RuntimeError: Distributed package doesn't have NCCL built inJul 1, 2020 · As you mentioned that pytorch has NCCL precompiled and both nodes use the same version of NCCL. Does that mean NCCL version is not the problem? Did you notice this “misc/ibvwrap.cc:252 NCCL WARN Call to ibv_reg_mr failed” in the logs. I tried to build torch from source, I hit another roadblock there as well. RuntimeError: Distributed package doesn't have NCCL built in ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 920468) of binary: C:\Users\User\AppData\Local\Programs\Python\Python310\python.exeHi, thanks for taking time and mentioning these useful tips . I am very sorry for the late reply cause I was checking my computer and source code.I am trying to send a PyTorch tensor from one machine to another with torch.distributed. The dist.init_process_group function works properly. However, there is a connection failure in the dist.broa...Describe the bug Benchmarking script breaks on Jetson Xavier NX & Jetson TX2 with error message RuntimeError: Distributed package doesn't have NCCL built in ...[Solved] Sudo doesn‘t work: “/etc/sudoers is owned by uid 1000, should be 0” [ncclUnhandledCudaError] unhandled cuda error, NCCL version xx.x.x [Solved] Pyinstaller Package and Run Error: RuntimeError: Unable to open/read ui deviceAbout moving to the new c10d backend for distributed, this can be a possibility but I haven't tried using it yet, so I'm not sure if it works in all the cases / doesn't deadlock. I'm busy this week with other things so I won't have time to test out the c10d backend, but let me ping @teng-li and @pietern so that they are aware that torch.nn ...raise RuntimeError("Distributed package doesn’t have NCCL "RuntimeError: Distributed package doesn’t have NCCL built in. I install pytorch from the source v1.0rc1, getting the config summary as follows: USE_NCCL is On, Private Dependencies does not include nccl, nccl is not built-in. PyTorch Version:v1.0rc1; OS:Ubuntu18.04.1Jan 6, 2022 · [Solved] Sudo doesn‘t work: “/etc/sudoers is owned by uid 1000, should be 0” [ncclUnhandledCudaError] unhandled cuda error, NCCL version xx.x.x [Solved] Pyinstaller Package and Run Error: RuntimeError: Unable to open/read ui device Dec 17, 2021 · [Solved] RuntimeError: Error(s) in loading state_dict for BertForTokenClassification [Solved] mmdetection benchmark.py Error: RuntimeError: Distributed package doesn‘t have NCCL built in [Solved] RuntimeError: a view of a leaf Variable that requires grad is being used in an in-place RuntimeError: Distributed package doesn't have NCCL built in During handling of the above exception, another exception occurred: Traceback (most recent call last):You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window.{"payload":{"allShortcutsEnabled":false,"fileTree":{"torch/distributed":{"items":[{"name":"_composable","path":"torch/distributed/_composable","contentType ...Dec 12, 2022 · Check if you already have an NVIDIA driver with nvidia-smi. If you already have the NVIDIA drivers correctly installed, install PyTorch from the official source according to your system. However, I immediately see that you are using Python 3.7, which is not supported with SlowFast. Aug 19, 2022 · Hi, nngg11, I'm not sure if this codebase supports training / testing on windows since I have never tried this before. I only use linux-based systems, and I guess there will be some problems if you run training / testing on windows. Aug 23, 2023 · However, you still didn’t answer why you want to use NCCL in the first place with a single GPU? bahadir_kulavuz (bahadır kulavuz) August 23, 2023, 12:31pm 5 Googling for a solution it seems that Python under Windows does not support NCCL (see e.g. this post). The recomendation is to switch from NCCL to GLOO. The recomendation is to switch from NCCL to GLOO.raise RuntimeError("Distributed package doesn't have NCCL " RuntimeError: Distributed package doesn't have NCCL built in {"payload":{"allShortcutsEnabled":false,"fileTree":{"torch/distributed":{"items":[{"name":"_composable","path":"torch/distributed/_composable","contentType ... RuntimeError: Distributed package doesn't have NCCL built in. distributed. 27: 9787: August 30, 2023 ... RuntimeError: setStorage: sizes [4096, 4096], strides [1 ...May 22, 2021 · When I run source setup.sh && runexp anli-full infobert roberta-large 2e-5 32 128 -1 1000 42 1e-5 5e-3 6 0.1 0 4e-2 8e-2 0 3 5e-3 0.5 0.9 as specified in the README in the ANLI directory, I encounter a RuntimeError: Distributed package doesn't have NCCL built in message. Sep 5, 2023 · If you are using NCCL 1.x and want to move to NCCL 2.x, be aware that the APIs have changed slightly. NCCL 2.x supports all of the collectives that NCCL 1.x supports, but with slight modifications to the API. RuntimeError: Distributed package doesn't have NCCL built in #722. Open jclega opened this issue Aug 26, ... ("Distributed package doesn't have NCCL " "built in") RuntimeError: Distributed package doesn't have MPI built in. MPI is only included if you build PyTorch from source on a host that has MPI installed. #8 Hangyul-Son opened this issue Dec 30, 2022 · 2 commentsIt shows the error, “RuntimeError: Distributed package doesn’t have NCCL built in”. Let’s learn about NCCL. The NVIDIA Collective Communication Library (NCCL) implements multi-GPU and multi-node communication primitives optimized for NVIDIA GPUs and Networking. I refer to the below websites to install NVIDIA drivers.Aug 19, 2023 · You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. [Solved] RuntimeError: Error(s) in loading state_dict for BertForTokenClassification [Solved] mmdetection benchmark.py Error: RuntimeError: Distributed package doesn‘t have NCCL built in [Solved] RuntimeError: a view of a leaf Variable that requires grad is being used in an in-place[Solved] Sudo doesn‘t work: “/etc/sudoers is owned by uid 1000, should be 0” [ncclUnhandledCudaError] unhandled cuda error, NCCL version xx.x.x [Solved] Pyinstaller Package and Run Error: RuntimeError: Unable to open/read ui deviceMar 23, 2023 · I wanted to use a model I found on github to run inferences. But the problem is in the main file they used distributed training to train on multiple gpus and I have only 1. world_size = torch.distributed.get_world_size () torch.cuda.set_device (args.local_rank) args.world_size = world_size rank = torch.distributed.get_rank () args.rank = rank. About moving to the new c10d backend for distributed, this can be a possibility but I haven't tried using it yet, so I'm not sure if it works in all the cases / doesn't deadlock. I'm busy this week with other things so I won't have time to test out the c10d backend, but let me ping @teng-li and @pietern so that they are aware that torch.nn ...Sep 5, 2023 · If you are using NCCL 1.x and want to move to NCCL 2.x, be aware that the APIs have changed slightly. NCCL 2.x supports all of the collectives that NCCL 1.x supports, but with slight modifications to the API. RuntimeError: Distributed package doesn't have NCCL built in #507. Closed elcolie opened this issue May 8, ... RuntimeError: Distributed package doesn't have NCCL ...I am trying to run a simple training script using HF's transformers library and am running into the error `Distributed package doesn't have nccl built in` error. Runtime: DBR 13.0 ML - SPark 3.4.0 - Scala 2.12. Driver: i3.xlarge - 4 cores. Note: This is a CPU instanceMar 18, 2021 · failure to initialize NCCL #216. failure to initialize NCCL. #216. Open. metaphorz opened this issue on Mar 18, 2021 · 3 comments. {"payload":{"allShortcutsEnabled":false,"fileTree":{"torch/distributed":{"items":[{"name":"_composable","path":"torch/distributed/_composable","contentType ...You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window.Googling for a solution it seems that Python under Windows does not support NCCL (see e.g. this post). The recomendation is to switch from NCCL to GLOO. The recomendation is to switch from NCCL to GLOO.Describe the bug Benchmarking script breaks on Jetson Xavier NX & Jetson TX2 with error message RuntimeError: Distributed package doesn't have NCCL built in ...Jan 13, 2022 · [Solved] mmdetection benchmark.py Error: RuntimeError: Distributed package doesn‘t have NCCL built in; How to Solve RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cpu; linux ubuntu pip search Fault: ＜Fault -32500: “RuntimeError: PyPI‘s XMLRPC API is currently disab XML Map Metadata Format for Open Map Sources : A Survey and Overview SCOPUS single package of gLite, UNICORE, ARC and dCache middleware component, which contains an individual distributed environment, was developed through the EMI project of EU FP7 program. Windows doesn't support NCCL as a backend. Therefore, if you are working on Windows and encounter this issue, you can resolve it by following these instructions. One of the ways is that you add this to your main Python script.RuntimeError: mat1 and mat2 must have the same dtype. 24: 29177: August 28, 2023 ... RuntimeError: Distributed package doesn't have NCCL built in. distributed. 27: 9691:raise RuntimeError("Distributed package doesn't have NCCL " RuntimeError: Distributed package doesn't have NCCL built inDescribe the bug Benchmarking script breaks on Jetson Xavier NX & Jetson TX2 with error message RuntimeError: Distributed package doesn't have NCCL built in ...Sep 10, 2022 · Describe the bug Benchmarking script breaks on Jetson Xavier NX & Jetson TX2 with error message RuntimeError: Distributed package doesn't have NCCL built in ... failure to initialize NCCL #216. failure to initialize NCCL. #216. Open. metaphorz opened this issue on Mar 18, 2021 · 3 comments.Dec 12, 2022 · Check if you already have an NVIDIA driver with nvidia-smi. If you already have the NVIDIA drivers correctly installed, install PyTorch from the official source according to your system. However, I immediately see that you are using Python 3.7, which is not supported with SlowFast. About moving to the new c10d backend for distributed, this can be a possibility but I haven't tried using it yet, so I'm not sure if it works in all the cases / doesn't deadlock. I'm busy this week with other things so I won't have time to test out the c10d backend, but let me ping @teng-li and @pietern so that they are aware that torch.nn ...May 22, 2021 · When I run source setup.sh && runexp anli-full infobert roberta-large 2e-5 32 128 -1 1000 42 1e-5 5e-3 6 0.1 0 4e-2 8e-2 0 3 5e-3 0.5 0.9 as specified in the README in the ANLI directory, I encounter a RuntimeError: Distributed package doesn't have NCCL built in message. 2- When I initialize the environment just like training process and then load the model, I get this error: “Distributed package doesn’t have NCCL built in” I can run this code on my machine totally fine, but I cannot load it in another machine.It seems that you have not installed NCCL or you have installed a pytorch version that does not build with nccl. BTW, if you only have one GPU, you may not use distributed training. All reactionsRuntimeError: Distributed package doesn't have NCCL built in #6. RuntimeError: Distributed package doesn't have NCCL built in. #6. Open. juntao66 opened this issue on May 1, 2021 · 4 comments.Google colab: RuntimeError: input must be a CUDA tensor; check whether put the tensor to GPU. from gfpgan. xinntao commented on September 6, 2023 . I have not tried on Windows for training. It seems that you have not installed NCCL or you have installed a pytorch version that does not build with nccl.RuntimeError: Distributed package doesn't have NCCL built in #507. Closed elcolie opened this issue May 8, ... RuntimeError: Distributed package doesn't have NCCL ...According to gpt4, I believe the underlying cause is that I don't have CUDA installed on my macbook. This implies we can't run the training on a macbook, as CUDA is an API for NVIDIA GPUs only. Would love to hear some feedback from the maintainers!问题描述：. python在windows环境下dist.init_process_group (backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下：. File "D:\Software\Anaconda\Anaconda3\envs\segmenter\lib\site-packages\torch\distributed\distributed_c10d.py", line 531, in init_process_group timeout ...May 11, 2022 · Distributed package doesn't have NCCL built in. 问题描述： python在windows环境下dist.init_process_group(backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下： 431 raise RuntimeError("Distributed package doesn't have NCCL " 432 "built in" ) 433 pg = ProcessGroupNCCL(store, rank, world_size, group_name)# See the License for the specific language governing permissions and # limitations under the License. # ===== """comm_helper""" from mindspore.parallel._ps_context import _is_role_pserver, _is_role_sched from._hccl_management import load_lib as hccl_load_lib _HCCL_AVAILABLE = False _NCCL_AVAILABLE = False try: import mindspore._ms_mpi as mpi ...As you mentioned that pytorch has NCCL precompiled and both nodes use the same version of NCCL. Does that mean NCCL version is not the problem? Did you notice this “misc/ibvwrap.cc:252 NCCL WARN Call to ibv_reg_mr failed” in the logs. I tried to build torch from source, I hit another roadblock there as well.Dec 3, 2020 · The multiprocessing and distributed confusing me a lot when I’m reading some code. #the main function to enter def main_worker (rank,cfg): trainer=Train (rank,cfg) if __name__=='_main__': torch.mp.spawn (main_worker,nprocs=cfg.gpus,args= (cfg,)) #here is a slice of Train class class Train (): def __init__ (self,rank,cfg): #nothing special if ... Google colab: RuntimeError: input must be a CUDA tensor; check whether put the tensor to GPU. from gfpgan. xinntao commented on September 6, 2023 . I have not tried on Windows for training. It seems that you have not installed NCCL or you have installed a pytorch version that does not build with nccl.Check if you already have an NVIDIA driver with nvidia-smi. If you already have the NVIDIA drivers correctly installed, install PyTorch from the official source according to your system. However, I immediately see that you are using Python 3.7, which is not supported with SlowFast.RuntimeError: Distributed package doesn't have MPI built in. MPI is only included if you build PyTorch from source on a host that has MPI installed. #8 Hangyul-Son opened this issue Dec 30, 2022 · 2 commentsDistributed package doesn't have NCCL built in 问题描述： python在windows环境下dist.init_process_group(backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下： File "D:\Software\Anaconda\Anaconda3\envs\segmenter\lib\.Aug 9, 2021 · It seems that you have not installed NCCL or you have installed a pytorch version that does not build with nccl. BTW, if you only have one GPU, you may not use distributed training. All reactions Dec 17, 2021 · [Solved] RuntimeError: Error(s) in loading state_dict for BertForTokenClassification [Solved] mmdetection benchmark.py Error: RuntimeError: Distributed package doesn‘t have NCCL built in [Solved] RuntimeError: a view of a leaf Variable that requires grad is being used in an in-place Aug 23, 2023 · However, you still didn’t answer why you want to use NCCL in the first place with a single GPU? bahadir_kulavuz (bahadır kulavuz) August 23, 2023, 12:31pm 5 May 12, 2023 · Method 2: Check NCCL Configuration. Check the configuration of your NCCL library and make sure that it is properly integrated with your distributed package. Review the environment variables and paths associated with the NCCL library and update them if necessary. You can monitor any additional configuration steps outlined in the documentation of ... RuntimeError: Distributed package doesn't have NCCL built in ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 920468) of binary: C:\Users\User\AppData\Local\Programs\Python\Python310\python.exe Aug 9, 2021 · It seems that you have not installed NCCL or you have installed a pytorch version that does not build with nccl. BTW, if you only have one GPU, you may not use distributed training. All reactions Jan 6, 2022 · [Solved] Sudo doesn‘t work: “/etc/sudoers is owned by uid 1000, should be 0” [ncclUnhandledCudaError] unhandled cuda error, NCCL version xx.x.x [Solved] Pyinstaller Package and Run Error: RuntimeError: Unable to open/read ui device Apr 30, 2020 · I had to make an nvidia developer account to download nccl. But then it seemed to only provide packages for linux distros. The system with my high-powered GPU isn't running linux, so I think I would have to install Ubuntu in multi-boot to get any further with this. Mar 14, 2022 · Stuck on an issue? Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug. I am trying to use multi-gpu distributed training on a model using the Accelerate library. I have already setup my congifs using accelerate config and am using accelerate launch train.py but I keep getting the following errors: raise RuntimeError("Distributed package doesn't have NCCL " "built in") RuntimeError: Distributed package doesn't have NCCL built in ERROR:torch.distributed.elastic ...Distributed package doesn't have NCCL built in. 问题描述： python在windows环境下dist.init_process_group(backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下：Aug 23, 2023 · However, you still didn’t answer why you want to use NCCL in the first place with a single GPU? bahadir_kulavuz (bahadır kulavuz) August 23, 2023, 12:31pm 5 [Solved] Pyinstaller Package and Run Error: RuntimeError: Unable to open/read ui device Just made a Python program to calculate body mass index BMI, and used Pyside6 to draw the user interface. When using auto-py-exe ( auto-py-to-exe is based on pyinstaller, compared to pyinstaller, it has more GUI interface, which makes it easier to use. for ...[Solved] Sudo doesn‘t work: “/etc/sudoers is owned by uid 1000, should be 0” [ncclUnhandledCudaError] unhandled cuda error, NCCL version xx.x.x [Solved] Pyinstaller Package and Run Error: RuntimeError: Unable to open/read ui device

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runtimeerror distributed package doesnt have nccl built in

Method 1: Check NCCL Installation and Compatibility. To start, Check that the NCCL library is installed correctly and compatible with your distributed package. Consult the documentation of your distributed package for specific instructions on NCCL installation and compatibility requirements.Google colab: RuntimeError: input must be a CUDA tensor; check whether put the tensor to GPU. from gfpgan. xinntao commented on September 6, 2023 . I have not tried on Windows for training. It seems that you have not installed NCCL or you have installed a pytorch version that does not build with nccl.failure to initialize NCCL #216. failure to initialize NCCL. #216. Open. metaphorz opened this issue on Mar 18, 2021 · 3 comments.File “C:\Users\urser\anaconda3\lib\site-packages\torch\distributed\distributed_c10d.py”, line 597, in _new_process_group_helper raise RuntimeError(“Distributed package doesn’t have NCCL ” RuntimeError: Distributed package doesn’t have NCCL built inRuntimeError: Distributed package doesn't have NCCL built in · Issue #8307 · open-mmlab/mmdetection · GitHub.File “C:\Users\urser\anaconda3\lib\site-packages\torch\distributed\distributed_c10d.py”, line 597, in _new_process_group_helper raise RuntimeError(“Distributed package doesn’t have NCCL ” RuntimeError: Distributed package doesn’t have NCCL built in File "C:\Users\janice\anaconda3\envs\covnet\lib\site-packages\torch\distributed\distributed_c10d.py", line 597, in _new_process_group_helper raise RuntimeError("Distributed package doesn't have NCCL "RuntimeError: Distributed package doesn't have NCCL built in Killing subprocess 14712 Traceback (most recent call last):I am trying to use multi-gpu distributed training on a model using the Accelerate library. I have already setup my congifs using accelerate config and am using accelerate launch train.py but I keep getting the following errors: raise RuntimeError("Distributed package doesn't have NCCL " "built in") RuntimeError: Distributed package doesn't have NCCL built in ERROR:torch.distributed.elastic ...Jul 17, 2022 · raise RuntimeError("Distributed package doesn't have NCCL "RuntimeError: Distributed package doesn't have NCCL built in Traceback (most recent call last): File "tools/train.py", line 250, in main() File "tools/train.py", line 149, in main init_dist(args.launcher, **cfg.dist_params) Mar 8, 2021 ... [Windows] RuntimeError: Distributed package doesn't have NCCL built in #13. Closed. MohammedAljahdali opened this issue on Mar 8, ... May 11, 2022 · Distributed package doesn't have NCCL built in. 问题描述： python在windows环境下dist.init_process_group(backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下： Sep 5, 2023 · If you are using NCCL 1.x and want to move to NCCL 2.x, be aware that the APIs have changed slightly. NCCL 2.x supports all of the collectives that NCCL 1.x supports, but with slight modifications to the API. [Solved] RuntimeError: Error(s) in loading state_dict for BertForTokenClassification [Solved] mmdetection benchmark.py Error: RuntimeError: Distributed package doesn‘t have NCCL built in [Solved] RuntimeError: a view of a leaf Variable that requires grad is being used in an in-placeI am trying to run a simple training script using HF's transformers library and am running into the error `Distributed package doesn't have nccl built in` error. Runtime: DBR 13.0 ML - SPark 3.4.0 - Scala 2.12. Driver: i3.xlarge - 4 cores. Note: This is a CPU instanceRuntimeError: The disk is in use or locked by another process. I am trying out the code for the paper "SinDiffusion". When I try to run this code as said in the read.me file, : mpiexec -n 8 python image_train.py --data_dir data/image1.png --lr 5e-4 --diffusion_steps 1000 --image_size 256 --noise_schedule linear --num_channels 64 --num_head ...Distributed package doesn't have NCCL built in 问题描述： python在windows环境下dist.init_process_group(backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下： File "D:\Software\Anaconda\Anaconda3\envs\segmenter\lib\.Distributed package doesn't have NCCL built in问题_StarCap ... 百度出来都是window报错，说：在dist.init_process_group语句之前添加backend='gloo'，也就是在windows中使用GLOO替代 ...Distributed package doesn't have NCCL built in 问题描述： python在windows环境下dist.init_process_group(backend, rank, world_size)处报错‘RuntimeError: Distributed package doesn’t have NCCL built in’，具体信息如下： File "D:\Software\Anaconda\Anaconda3\envs\segmenter\lib\.python.distributedは、Point-to-Point通信や集団通信といった分散処理のAPIを提供しています。これにより、細かな処理をカスタマイズすることが可能です。通信のbackendとしては、pytorch 1.13時点では、MPI、GLOO、NCCLが選択できます。各backendで利用できる通信関数の一覧は公式ドキュメントに記載されて ....

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