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: loaded library: loaded library: /usr/lib/x86_64-linux-gnu/libibverbs.so.1 /usr/lib/x86_64-linux-gnu/libibverbs.so.1/usr/lib/x86_64-linux-gnu/libibverbs.so.1 /usr/lib/x86_64-linux-gnu/libibverbs.so.1 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 W20220413 01:44:15.143347 2038 rpc_client.cpp:190] LoadServer 10.7.50.36 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220413 01:44:15.144115 2039 rpc_client.cpp:190] LoadServer 10.7.50.36 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220413 01:44:15.144114 2040 rpc_client.cpp:190] LoadServer 10.7.50.36 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 .................................. True 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: 2.89705 s ***** [rank:5] [train], epoch: 0/1, iter: 100/625, loss: 0.86750, top1: 0.00102, throughput: 253.79 | 2022-04-13 01:46:11.140 [rank:0] [train], epoch: 0/1, iter: 100/625, loss: 0.86757, top1: 0.00145, throughput: 253.78 | 2022-04-13 01:46:11.142 [rank:1] [train], epoch: 0/1, iter: 100/625, loss: 0.86741, top1: 0.00102, throughput: 253.77 | 2022-04-13 01:46:11.140 [rank:2] [train], epoch: 0/1, iter: 100/625, loss: 0.86763, top1: 0.00102, throughput: 253.77 | 2022-04-13 01:46:11.140 [rank:6] [train], epoch: 0/1, iter: 100/625, loss: 0.86799, top1: 0.00074, throughput: 253.78 | 2022-04-13 01:46:11.142 [rank:7] [train], epoch: 0/1, iter: 100/625, loss: 0.86775, top1: 0.00117, throughput: 253.77 | 2022-04-13 01:46:11.141 [rank:3] [train], epoch: 0/1, iter: 100/625, loss: 0.86725, top1: 0.00125, throughput: 253.77 | 2022-04-13 01:46:11.141 [rank:4] [train], epoch: 0/1, iter: 100/625, loss: 0.86765, top1: 0.00090, throughput: 253.78 | 2022-04-13 01:46:11.143 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] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/13 01:46:11.446, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.450, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.450, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.454, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/13 01:46:11.458, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/13 01:46:11.459, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB 2022/04/13 01:46:11.463, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 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] timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/04/13 01:46:11.466, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.466, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.466, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.466, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.468, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.469, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.470, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.471, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7751 MiB, 24759 MiB 2022/04/13 01:46:11.473, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.473, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB 2022/04/13 01:46:11.473, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.474, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB 2022/04/13 01:46:11.476, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.478, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB 2022/04/13 01:46:11.479, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB 2022/04/13 01:46:11.480, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7792 MiB, 24718 MiB 2022/04/13 01:46:11.483, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.484, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.484, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.485, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.487, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.489, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.490, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.491, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7938 MiB, 24572 MiB 2022/04/13 01:46:11.492, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.492, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.492, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.493, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.495, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.500, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.503, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.507, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 7908 MiB, 24602 MiB 2022/04/13 01:46:11.508, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.509, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.509, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.510, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.513, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.515, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.517, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.518, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 7988 MiB, 24522 MiB 2022/04/13 01:46:11.519, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.520, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.520, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.521, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.525, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.527, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.527, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 66 %, 32510 MiB, 7814 MiB, 24696 MiB 2022/04/13 01:46:11.529, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.530, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.541, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.542, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.543, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 7710 MiB, 24800 MiB 2022/04/13 01:46:11.544, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.545, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.561, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.562, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB 2022/04/13 01:46:11.565, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 64 %, 32510 MiB, 7830 MiB, 24680 MiB [rank:0] [train], epoch: 0/1, iter: 200/625, loss: 0.86780, top1: 0.00074, throughput: 371.57 | 2022-04-13 01:47:20.038 [rank:2] [train], epoch: 0/1, iter: 200/625, loss: 0.86810, top1: 0.00141, throughput: 371.56 | 2022-04-13 01:47:20.038 [rank:1] [train], epoch: 0/1, iter: 200/625, loss: 0.86764, top1: 0.00090, throughput: 371.56 | 2022-04-13 01:47:20.038 [rank:3] [train], epoch: 0/1, iter: 200/625, loss: 0.86744, top1: 0.00125, throughput: 371.56 | 2022-04-13 01:47:20.039 [rank:5] [train], epoch: 0/1, iter: 200/625, loss: 0.86781, top1: 0.00090, throughput: 371.56 | 2022-04-13 01:47:20.038 [rank:6] [train], epoch: 0/1, iter: 200/625, loss: 0.86764, top1: 0.00082, throughput: 371.57 | 2022-04-13 01:47:20.038 [rank:7] [train], epoch: 0/1, iter: 200/625, loss: 0.86777, top1: 0.00082, throughput: 371.56 | 2022-04-13 01:47:20.040 [rank:4] [train], epoch: 0/1, iter: 200/625, loss: 0.86746, top1: 0.00094, throughput: 371.56 | 2022-04-13 01:47:20.041 [rank:4] [train], epoch: 0/1, iter: 300/625, loss: 0.86750, top1: 0.00090, throughput: 374.81 | 2022-04-13 01:48:28.342 [rank:2] [train], epoch: 0/1, iter: 300/625, loss: 0.86773, top1: 0.00117, throughput: 374.76 | 2022-04-13 01:48:28.348 [rank:6] [train], epoch: 0/1, iter: 300/625, loss: 0.86782, top1: 0.00043, throughput: 374.76 | 2022-04-13 01:48:28.349 [rank:5] [train], epoch: 0/1, iter: 300/625, loss: 0.86752, top1: 0.00094, throughput: 374.76 | 2022-04-13 01:48:28.349 [rank:7] [train], epoch: 0/1, iter: 300/625, loss: 0.86746, top1: 0.00094, throughput: 374.76 | 2022-04-13 01:48:28.349 [rank:1] [train], epoch: 0/1, iter: 300/625, loss: 0.86754, top1: 0.00086, throughput: 374.76 | 2022-04-13 01:48:28.350 [rank:0] [train], epoch: 0/1, iter: 300/625, loss: 0.86760, top1: 0.00094, throughput: 374.76 | 2022-04-13 01:48:28.349 [rank:3] [train], epoch: 0/1, iter: 300/625, loss: 0.86776, top1: 0.00051, throughput: 374.75 | 2022-04-13 01:48:28.351