loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 ***************************************** Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. ***************************************** loaded library: loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1/usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 W20220421 02:12:01.804248 5268 rpc_client.cpp:190] LoadServer 10.7.179.227 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220421 02:12:01.805008 5269 rpc_client.cpp:190] LoadServer 10.7.179.227 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220421 02:12:01.805009 5270 rpc_client.cpp:190] LoadServer 10.7.179.227 Failed at 0 times error_code 14 error_message failed to connect to all addresses ------------------------ arguments ------------------------ batches_per_epoch ............................... 625 channel_last .................................... False ddp ............................................. False exit_num ........................................ 300 fuse_bn_add_relu ................................ True fuse_bn_relu .................................... True gpu_stat_file ................................... None grad_clipping ................................... 0.0 graph ........................................... True label_smoothing ................................. 0.1 learning_rate ................................... 2.048 legacy_init ..................................... False load_path ....................................... None lr_decay_type ................................... cosine metric_local .................................... True metric_train_acc ................................ True momentum ........................................ 0.875 nccl_fusion_max_ops ............................. 24 nccl_fusion_threshold_mb ........................ 16 num_classes ..................................... 1000 num_devices_per_node ............................ 8 num_epochs ...................................... 1 num_nodes ....................................... 1 ofrecord_part_num ............................... 256 ofrecord_path ................................... /dataset/79846248 print_interval .................................. 100 print_timestamp ................................. False samples_per_epoch ............................... 1281167 save_init ....................................... False save_path ....................................... None scale_grad ...................................... True skip_eval ....................................... True synthetic_data .................................. False total_batches ................................... -1 train_batch_size ................................ 256 train_global_batch_size ......................... 2048 use_fp16 ........................................ False use_gpu_decode .................................. False val_batch_size .................................. 50 val_batches_per_epoch ........................... 125 val_global_batch_size ........................... 400 val_samples_per_epoch ........................... 50000 warmup_epochs ................................... 5 weight_decay .................................... 3.0517578125e-05 zero_init_residual .............................. True -------------------- end of arguments --------------------- ***** Model Init ***** ***** Model Init Finish, time escapled: 2.69319 s ***** [rank:6] [train], epoch: 0/1, iter: 100/625, loss: 0.86710, top1: 0.00105, throughput: 276.45 | 2022-04-21 02:13:49.680 [rank:5] [train], epoch: 0/1, iter: 100/625, loss: 0.86727, top1: 0.00035, throughput: 276.08 | 2022-04-21 02:13:49.679 [rank:4] [train], epoch: 0/1, iter: 100/625, loss: 0.86734, top1: 0.00090, throughput: 276.48 | 2022-04-21 02:13:49.679 [rank:2] [train], epoch: 0/1, iter: 100/625, loss: 0.86702, top1: 0.00078, throughput: 276.22 | 2022-04-21 02:13:49.682 [rank:0] [train], epoch: 0/1, iter: 100/625, loss: 0.86726, top1: 0.00082, throughput: 276.05 | 2022-04-21 02:13:49.685 [rank:3] [train], epoch: 0/1, iter: 100/625, loss: 0.86711, top1: 0.00094, throughput: 276.19 | 2022-04-21 02:13:49.687 [rank:7] [train], epoch: 0/1, iter: 100/625, loss: 0.86731, top1: 0.00059, throughput: 276.35 | 2022-04-21 02:13:49.684 [rank:1] [train], epoch: 0/1, iter: 100/625, loss: 0.86714, top1: 0.00086, throughput: 276.10 | 2022-04-21 02:13:49.688 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 02:13:50.059, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 02:13:50.065, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 57 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.068, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 02:13:50.073, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.079, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 02:13:50.079, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 02:13:50.080, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/21 02:13:50.082, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.084, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.084, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB 2022/04/21 02:13:50.085, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.085, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB 2022/04/21 02:13:50.086, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.086, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB 2022/04/21 02:13:50.087, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8480 MiB, 24030 MiB 2022/04/21 02:13:50.088, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.092, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.093, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.093, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.095, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.095, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.096, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.096, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8514 MiB, 23996 MiB 2022/04/21 02:13:50.098, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.101, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.102, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.102, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.104, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.104, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.105, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.105, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 63 %, 32510 MiB, 8668 MiB, 23842 MiB 2022/04/21 02:13:50.106, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.114, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.115, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.116, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.117, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.117, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.118, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.119, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8598 MiB, 23912 MiB 2022/04/21 02:13:50.120, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.123, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.124, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.124, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.125, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.126, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.127, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.127, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 65 %, 32510 MiB, 8636 MiB, 23874 MiB 2022/04/21 02:13:50.132, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.133, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.133, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.135, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 64 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.135, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.136, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 64 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.141, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 64 %, 32510 MiB, 8470 MiB, 24040 MiB 2022/04/21 02:13:50.151, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.152, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.152, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.153, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.154, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.154, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8388 MiB, 24122 MiB 2022/04/21 02:13:50.158, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.159, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.161, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB 2022/04/21 02:13:50.161, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 63 %, 32510 MiB, 8518 MiB, 23992 MiB [rank:6] [train], epoch: 0/1, iter: 200/625, loss: 0.86694, top1: 0.00086, throughput: 377.04 | 2022-04-21 02:14:57.578 [rank:5] [train], epoch: 0/1, iter: 200/625, loss: 0.86692, top1: 0.00086, throughput: 377.04 | 2022-04-21 02:14:57.577 [rank:2] [train], epoch: 0/1, iter: 200/625, loss: 0.86731, top1: 0.00094, throughput: 377.03 | 2022-04-21 02:14:57.582 [rank:0] [train], epoch: 0/1, iter: 200/625, loss: 0.86732, top1: 0.00090, throughput: 377.03 | 2022-04-21 02:14:57.584 [rank:4] [train], epoch: 0/1, iter: 200/625, loss: 0.86748, top1: 0.00078, throughput: 377.03 | 2022-04-21 02:14:57.578 [rank:7] [train], epoch: 0/1, iter: 200/625, loss: 0.86710, top1: 0.00066, throughput: 377.03[rank:1] [train], epoch: 0/1, iter: 200/625, loss: 0.86710, top1: 0.00043, throughput: 377.04 | 2022-04-21 02:14:57.584 | 2022-04-21 02:14:57.585 [rank:3] [train], epoch: 0/1, iter: 200/625, loss: 0.86683, top1: 0.00070, throughput: 377.03 | 2022-04-21 02:14:57.586 [rank:5] [train], epoch: 0/1, iter: 300/625, loss: 0.86687, top1: 0.00078, throughput: 376.89 | 2022-04-21 02:16:05.501 [rank:6] [train], epoch: 0/1, iter: 300/625, loss: 0.86707, top1: 0.00086, throughput: 376.89 | 2022-04-21 02:16:05.502 [rank:2] [train], epoch: 0/1, iter: 300/625, loss: 0.86738, top1: 0.00098, throughput: 376.90 | 2022-04-21 02:16:05.505 [rank:4] [train], epoch: 0/1, iter: 300/625, loss: 0.86750, top1: 0.00078, throughput: 376.89 | 2022-04-21 02:16:05.503 [rank:0] [train], epoch: 0/1, iter: 300/625, loss: 0.86741, top1: 0.00059, throughput: 376.89 | 2022-04-21 02:16:05.507 [rank:7] [train], epoch: 0/1, iter: 300/625, loss: 0.86734, top1: 0.00117, throughput: 376.90 | 2022-04-21 02:16:05.507 [rank:3] [train], epoch: 0/1, iter: 300/625, loss: 0.86698, top1: 0.00121, throughput: 376.89 | 2022-04-21 02:16:05.509 [rank:1] [train], epoch: 0/1, iter: 300/625, loss: 0.86741, top1: 0.00082, throughput: 376.81 | 2022-04-21 02:16:05.524