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transport/net_ib.cu:788 NCCL WARN NET/IB : Got completion with error 4, opcode 1, len 21938, vendor err 81 - GPU Direct RDMA error when running NCCL-tests allreduce with nv_peer_mem #214

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wavesj opened this issue May 3, 2019 · 8 comments
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transport/net_ib.cu:788 NCCL WARN NET/IB : Got completion with error 4, opcode 1, len 21938, vendor err 81 - GPU Direct RDMA error when running NCCL-tests allreduce with nv_peer_mem #214

wavesj opened this issue May 3, 2019 · 8 comments

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@wavesj
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wavesj commented May 3, 2019 •
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These errors occur when running NCCL-tests with allreduce bandwidth test nv_peer_mem kernel module loaded. When the nv_peer_mem kernel module` is not loaded it completes with ~20 GB/s bandwidth (about half of what we should see if we enable GPU Direct RDMA). I have run it in two separate software environments and with two separate versions of NCCL. Hoping to find a solution to this.

Hardware Environment

Two nodes:

  • 8x NVIDIA V100 32 GB SXM2 Modules in NVLink
  • 4x Mellanox 100 Gb/s Connect X-5 NICs with latest firmware version (16.24.1000)
  • Intel Skylake CPUs

Env 1 (Got completion with error 11, opcode 2, len 1048576, vendor err 137)

SW Version
OS Ubuntu 18.04
NCCL 2.3.7
NVIDIA Driver 410.48
CUDA 10.0
Linux Kernel 4.15.0-47-generic
OFED MLNX_OFED_LINUX-4.5-1.0.1.0 (OFED-4.5-1.0.1)
OpenMPI 4.0.0
nv_peer_mem 1.0-8

Command

LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/lib64 mpirun --allow-run-as-root -np 16 --hostfile hostfile -mca btl_tcp_if_include enp129s0f1 -x NCCL_IB_HCA=mlx5_0,mlx5_2,mlx5_4,mlx5_6 -x LD_LIBRARY_PATH -x NCCL_DEBUG=INFO ./build/all_reduce_perf -b 16M -e 1G -f 2 -g 1 -t 1 -c 0 -w 10 -n 3

Error Excerpt:

node-8x-v100-nvlink-2:19258:19394 [2] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 11, opcode 2, len 1048576, vendor err 137
node-8x-v100-nvlink-2:19258:19394 [2] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-2:19258:19394 [2] NCCL INFO include/net.h:29 -> 2
mlx5: node-8x-v100-nvlink-1: got completion with error:
00000000 00000000 00000000 00000000
00000000 00000000 00000000 00000000
00000001 00000000 00000000 00000000
00000000 00008914 100000ca 00006fd2

node-8x-v100-nvlink-1:26175:26326 [0] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 11, opcode 2, len 1048576, vendor err 137
node-8x-v100-nvlink-1:26175:26326 [0] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-1:26175:26326 [0] NCCL INFO include/net.h:29 -> 2

node-8x-v100-nvlink-2:19260:19396 [4] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 5, opcode 2, len 32655, vendor err 249
node-8x-v100-nvlink-2:19260:19396 [4] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-2:19260:19396 [4] NCCL INFO include/net.h:29 -> 2
mlx5: node-8x-v100-nvlink-1: got completion with error:
00000000 00000000 00000000 00000000
00000000 00000000 00000000 00000000
00000001 00000000 00000000 00000000
00000000 00008914 100000ca 00006fd2

node-8x-v100-nvlink-1:26177:26328 [2] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 11, opcode 2, len 1048576, vendor err 137
node-8x-v100-nvlink-1:26177:26328 [2] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-1:26177:26328 [2] NCCL INFO include/net.h:29 -> 2

node-8x-v100-nvlink-1:26183:26324 [6] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 5, opcode 2, len 32746, vendor err 249
node-8x-v100-nvlink-1:26183:26324 [6] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-1:26183:26324 [6] NCCL INFO include/net.h:29 -> 2

node-8x-v100-nvlink-2:19260:19396 [4] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 5, opcode 2, len 32655, vendor err 249
node-8x-v100-nvlink-2:19260:19396 [4] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-2:19260:19396 [4] NCCL INFO include/net.h:29 -> 2

node-8x-v100-nvlink-2:19260:19396 [4] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 5, opcode 2, len 0, vendor err 249
node-8x-v100-nvlink-2:19260:19396 [4] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-2:19260:19396 [4] NCCL INFO include/net.h:29 -> 2

Full Error Log:
https://gist.github.com/wavesj/258782634523281d238e99c4c4a79990

Env 2 (Got completion with error 4, opcode 1, len 21938, vendor err 81 node-8x-v100-nvlink-2:17939:18094 [0] NCCL INFO include/net.h:34 -> 2)

SW Version
OS Ubuntu 18.04
NCCL 2.4.2
NVIDIA Driver 418.40.04
CUDA 10.1
Linux Kernel 4.15.0-47-generic
OFED MLNX_OFED_LINUX-4.5-1.0.1.0 (OFED-4.5-1.0.1)
OpenMPI 4.0.0
nv_peer_mem 1.0-8

Command

LD_LIBRARY_PATH=/usr/lib64 mpirun --allow-run-as-root -np 16 --hostfile hostfile -mca btl_tcp_if_include enp129s0f1 -x NCCL_IB_HCA=mlx5_0,mlx5
_2,mlx5_4,mlx5_6 -x LD_LIBRARY_PATH -x NCCL_DEBUG=INFO ./build/all_reduce_perf -b 16M -e 1G -f 2 -g 1 -t 1 -c 0 -w 10 -n 3

Error Excerpt:

node-8x-v100-nvlink-1:39719:39719 [3] init.cu:1197 NCCL WARN Mismatched collective detected, please check your collective calls at and around rank 11. You can use NCCL_DEBUG=INFO and NCCL_DEBUG_SUBSYS=COLL to see the collective logs

node-8x-v100-nvlink-1:39727:39727 [7] init.cu:1197 NCCL WARN Mismatched collective detected, please check your collective calls at and around rank 15. You can use NCCL_DEBUG=INFO and NCCL_DEBUG_SUBSYS=COLL to see the collective logs

node-8x-v100-nvlink-1:39717:39717 [1] init.cu:1197 NCCL WARN Mismatched collective detected, please check your collective calls at and around rank 9. You can use NCCL_DEBUG=INFO and NCCL_DEBUG_SUBSYS=COLL to see the collective logs

node-8x-v100-nvlink-1:39721:39721 [5] init.cu:1197 NCCL WARN Mismatched collective detected, please check your collective calls at and around rank 13. You can use NCCL_DEBUG=INFO and NCCL_DEBUG_SUBSYS=COLL to see the collective logs
node-8x-v100-nvlink-2:17932:18078 [1] NCCL INFO comm 0x7fd694002360 rank 1 nranks 16 cudaDev 1 nvmlDev 1 - Init COMPLETE
node-8x-v100-nvlink-2:17947:18081 [7] NCCL INFO comm 0x7f1b44002360 rank 7 nranks 16 cudaDev 7 nvmlDev 7 - Init COMPLETE
node-8x-v100-nvlink-2:17931:18046 [0] NCCL INFO Trees [0] 2->0->3/-1/-1 [1] -1->0->2/8/-1 [2] 1->0->4/-1/-1 [3] 4->0->1/-1/-1 [4] 2->0->3/-1/-1 [5] 8->0->2/-1/-1 [6] 1->0->4/-1/-1 [7] 4->0->1/-1/-1
node-8x-v100-nvlink-2:17931:18046 [0] NCCL INFO Using 256 threads, Min Comp Cap 7, Trees enabled for all sizes
node-8x-v100-nvlink-2:17943:18076 [6] NCCL INFO comm 0x7f67bc002360 rank 6 nranks 16 cudaDev 6 nvmlDev 6 - Init COMPLETE
node-8x-v100-nvlink-2:17936:18080 [3] NCCL INFO comm 0x7feb78002360 rank 3 nranks 16 cudaDev 3 nvmlDev 3 - Init COMPLETE
node-8x-v100-nvlink-2:17933:18077 [2] NCCL INFO comm 0x7f4e5c002360 rank 2 nranks 16 cudaDev 2 nvmlDev 2 - Init COMPLETE
node-8x-v100-nvlink-2:17931:18046 [0] NCCL INFO comm 0x7f5b40002360 rank 0 nranks 16 cudaDev 0 nvmlDev 0 - Init COMPLETE
node-8x-v100-nvlink-2:17939:18075 [4] NCCL INFO Ring 07 : 4 -> 12 [send] via NET/IB/3/GDRDMA
#
#                                                     out-of-place                       in-place          
#       size         count    type   redop     time   algbw   busbw  error     time   algbw   busbw  error
#        (B)    (elements)                     (us)  (GB/s)  (GB/s)            (us)  (GB/s)  (GB/s)       
node-8x-v100-nvlink-2:17931:17931 [0] NCCL INFO Launch mode Parallel
node-8x-v100-nvlink-2:17939:18075 [4] NCCL INFO Ring 07 : 12 -> 4 [receive] via NET/IB/3/GDRDMA
node-8x-v100-nvlink-2:17939:18075 [4] NCCL INFO Trees [0] 5->4->7/-1/-1 [1] 7->4->6/-1/-1 [2] 0->4->5/-1/-1 [3] -1->4->0/12/-1 [4] 5->4->7/-1/-1 [5] 7->4->6/-1/-1 [6] 0->4->5/-1/-1 [7] 12->4->0/-1/-1
node-8x-v100-nvlink-2:17939:18075 [4] NCCL INFO comm 0x7f4378002360 rank 4 nranks 16 cudaDev 4 nvmlDev 4 - Init COMPLETE
mlx5: node-8x-v100-nvlink-2: got completion with error:
00000000 00000000 00000000 00000000
00000000 00000000 00000000 00000000
00000007 00000000 00000000 00000000
00000000 02005104 090000b7 0000c3d2

node-8x-v100-nvlink-2:17939:18094 [0] transport/net_ib.cu:788 NCCL WARN NET/IB : Got completion with error 4, opcode 1, len 21938, vendor err 81
node-8x-v100-nvlink-2:17939:18094 [0] NCCL INFO include/net.h:34 -> 2
node-8x-v100-nvlink-2:17939:18094 [0] NCCL INFO transport/net.cu:478 -> 2
node-8x-v100-nvlink-2:17939:18094 [0] NCCL INFO transport.cu:163 -> 2 [Proxy Thread]

node-8x-v100-nvlink-2:17947:17947 [7] init.cu:1197 NCCL WARN Mismatched collective detected, please check your collective calls at and around rank 7. You can use NCCL_DEBUG=INFO and NCCL_DEBUG_SUBSYS=COLL to see the collective logs
node-8x-v100-nvlink-1:39719:39719 [3] NCCL INFO Destroyed comm 0x7f11a8002360 rank 11
node-8x-v100-nvlink-1: Test NCCL failure common.cu:345 'invalid usage'
 .. node-8x-v100-nvlink-1: Test failure common.cu:393
 .. node-8x-v100-nvlink-1: Test failure common.cu:492
 .. node-8x-v100-nvlink-1: Test failure all_reduce.cu:103
 .. node-8x-v100-nvlink-1: Test failure common.cu:518
 .. node-8x-v100-nvlink-1: Test failure common.cu:839
--------------------------------------------------------------------------
Primary job  terminated normally, but 1 process returned
a non-zero exit code. Per user-direction, the job has been aborted.
--------------------------------------------------------------------------
node-8x-v100-nvlink-1:39727:39727 [7] NCCL INFO Destroyed comm 0x7f7c40002360 rank 15
node-8x-v100-nvlink-1: Test NCCL failure common.cu:345 'invalid usage'
 .. node-8x-v100-nvlink-1: Test failure common.cu:393
 .. node-8x-v100-nvlink-1: Test failure common.cu:492
 .. node-8x-v100-nvlink-1: Test failure all_reduce.cu:103
 .. node-8x-v100-nvlink-1: Test failure common.cu:518
 .. node-8x-v100-nvlink-1: Test failure common.cu:839
node-8x-v100-nvlink-2:17947:17947 [7] NCCL INFO Destroyed comm 0x7f1b44002360 rank 7
node-8x-v100-nvlink-2: Test NCCL failure common.cu:345 'invalid usage'
 .. node-8x-v100-nvlink-2: Test failure common.cu:393
 .. node-8x-v100-nvlink-2: Test failure common.cu:492
 .. node-8x-v100-nvlink-2: Test failure all_reduce.cu:103
 .. node-8x-v100-nvlink-2: Test failure common.cu:518
 .. node-8x-v100-nvlink-2: Test failure common.cu:839
--------------------------------------------------------------------------
mpirun detected that one or more processes exited with non-zero status, thus causing
the job to be terminated. The first process to do so was:

Full Error Log:
https://gist.github.com/wavesj/c8be90e8716a6dc77cba1228bff53347

OpenMPI config things (for those trying to reproduce)

Hostfile looks like this:

node-8x-v100-nvlink-1        slots=8
node-8x-v100-nvlink-2        slots=8

SSH config looks like this (~/.ssh/config):

Host node-8x-v100-nvlink-1
  HostName 10.1.10.15
  User root

Host node-8x-v100-nvlink-2
  HostName 10.1.10.169
  User root

Additional Notes

Mellanox said that vendor error 0x81 is timeout and transport error counter exceeded. RDMAMojo's description on the ibv_poll_cq function suggests that IBV_WC_LOC_PROT_ERR is the error we're getting back when it's code 4.
@wavesj
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wavesj commented May 3, 2019 •
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@sjeaugey should I cross post this to nv_peer_mem or rdma-core?

@sjeaugey
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sjeaugey commented May 3, 2019

No need to post it elsewhere for now.

I have a couple of questions :

  • Is this happening baremetal or inside a container/virtual machine ?
  • Is VT-d enabled on the CPU ?
  • Can you explain why we're using mlx5_0/2/4/6 and not 0/1/2/3 ? Are those dual port NICs or did you duplicate interfaces somehow (e.g. with SR-IOV) ?

@wavesj
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wavesj commented May 3, 2019 •
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Is this happening baremetal or inside a container/virtual machine?

Both in container and on bare metal.

Is VT-d enabled on the CPU ?

It was enabled, but after disabling it via the BIOS we still get the same error 11 and error 5 in ENV 1 and now instead of error 4 in ENV 2 I get the same error 11 + error 5 in both ENV 1 and ENV 2.

mlx5: node-8x-v100-nvlink-2: got completion with error:
00000000 00000000 00000000 00000000
00000000 00000000 00000000 00000000
00000001 00000000 00000000 00000000
00000000 00008914 10000090 000035d2
mlx5: node-8x-v100-nvlink-2: got completion with error:
00000000 00000000 00000000 00000000
00000000 00000000 00000000 00000000
00000001 00000000 00000000 00000000
00000000 00008914 10000090 000035d2
node-8x-v100-nvlink-2:11267:11363 [1] NCCL INFO Ring 03 : 1[1] -> 3[3] via P2P/IPC
node-8x-v100-nvlink-2:11267:11363 [1] NCCL INFO comm 0x7fb96004a3f0 rank 1 nranks 16 - COMPLETE
node-8x-v100-nvlink-2:11269:11362 [3] NCCL INFO NET/IB: Dev 2 Port 1 qpn 142 mtu 5 LID 4
node-8x-v100-nvlink-2:11269:11362 [3] NCCL INFO Ring 03 : 3[3] -> 2[2] via P2P/IPC
node-8x-v100-nvlink-2:11269:11362 [3] NCCL INFO comm 0x7fddc804a3f0 rank 3 nranks 16 - COMPLETE
node-8x-v100-nvlink-2:11266:11328 [0] NCCL INFO Ring 02 : 0[0] -> 4[4] via P2P/IPC
node-8x-v100-nvlink-2:11266:11328 [0] NCCL INFO Ring 03 : 0[0] -> 1[1] via P2P/IPC
node-8x-v100-nvlink-2:11266:11328 [0] NCCL INFO comm 0x7f588004a3f0 rank 0 nranks 16 - COMPLETE
#
#                                                     out-of-place                       in-place          
#       size         count    type   redop     time   algbw   busbw  error     time   algbw   busbw  error
#        (B)    (elements)                     (us)  (GB/s)  (GB/s)            (us)  (GB/s)  (GB/s)       
node-8x-v100-nvlink-2:11266:11266 [0] NCCL INFO Launch mode Parallel

node-8x-v100-nvlink-2:11266:11366 [0] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 11, opcode 2, len 1048576, vendor err 137
node-8x-v100-nvlink-2:11266:11366 [0] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-2:11266:11366 [0] NCCL INFO include/net.h:29 -> 2

node-8x-v100-nvlink-2:11266:11366 [0] transport/net_ib.cu:829 NCCL WARN NET/IB : Got completion with error 5, opcode 2, len 32600, vendor err 249
node-8x-v100-nvlink-2:11266:11366 [0] NCCL INFO transport/net_ib.cu:805 -> 2
node-8x-v100-nvlink-2:11266:11366 [0] NCCL INFO include/net.h:29 -> 2

Can you explain why we're using mlx5_0/2/4/6 and not 0/1/2/3 ? Are those dual port NICs or did you duplicate interfaces somehow (e.g. with SR-IOV) ?

Those are dual port NICs. SR-IOV is not enabled.

@sjeaugey
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sjeaugey commented May 3, 2019

Could you double check there is no ACS enabled on either of the nodes ?

sudo lspci -vvv | grep -i acsctl

@wavesj
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wavesj commented May 3, 2019 •
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Both nodes show this but let me get the actual vendors names printed:

$ sudo lspci -vvv | grep -i acsctl
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid+ TransBlk- ReqRedir+ CmpltRedir+ UpstreamFwd+ EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-
                ACSCtl: SrcValid- TransBlk- ReqRedir- CmpltRedir- UpstreamFwd- EgressCtrl- DirectTrans-

@sjeaugey
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sjeaugey commented May 3, 2019

It would be good to make sure all show SrcValid- (like shown here : https://devtalk.nvidia.com/default/topic/883054/cuda-programming-and-performance/multi-gpu-peer-to-peer-access-failing-on-tesla-k80-/2 and here : https://www.supermicro.com/support/faqs/faq.cfm?faq=20732 for an example)

@wavesj
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wavesj commented May 3, 2019 •
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This fixes it. Thank you Sylvain.

@wavesj wavesj closed this as completed May 3, 2019
@kuenishi
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kuenishi commented May 7, 2019

This issue was also our case and @sjeaugey 's advice fixed our issue too. Thanks for the tip and also reporting the issue @wavesj .

@sjeaugey sjeaugey mentioned this issue Jun 20, 2019
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@OasisArtisan OasisArtisan mentioned this issue Dec 2, 2020
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@zhangwei222 zhangwei222 mentioned this issue Apr 7, 2021
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