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: /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: /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 W20220503 02:09:49.040071 5270 rpc_client.cpp:190] LoadServer 10.7.164.156 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220503 02:09:49.040736 5269 rpc_client.cpp:190] LoadServer 10.7.164.156 Failed at 0 times error_code 14 error_message failed to connect to all addresses W20220503 02:09:49.041672 5271 rpc_client.cpp:190] LoadServer 10.7.164.156 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: 3.10828 s ***** [rank:0] [train], epoch: 0/1, iter: 100/625, loss: 0.86768, top1: 0.00059, throughput: 276.58 | 2022-05-03 02:11:37.126 [rank:3] [train], epoch: 0/1, iter: 100/625, loss: 0.86747, top1: 0.00043, throughput: 276.58 | 2022-05-03 02:11:37.124 [rank:5] [train], epoch: 0/1, iter: 100/625, loss: 0.86749, top1: 0.00062, throughput: 276.60 | 2022-05-03 02:11:37.123 [rank:1] [train], epoch: 0/1, iter: 100/625, loss: 0.86764, top1: 0.00109, throughput: 276.59 | 2022-05-03 02:11:37.123 [rank:7] [train], epoch: 0/1, iter: 100/625, loss: 0.86743, top1: 0.00102, throughput: 276.60 | 2022-05-03 02:11:37.124 [rank:2] [train], epoch: 0/1, iter: 100/625, loss: 0.86748, top1: 0.00094, throughput: 276.58 | 2022-05-03 02:11:37.124 [rank:6] [train], epoch: 0/1, iter: 100/625, loss: 0.86761, top1: 0.00078, throughput: 276.58 | 2022-05-03 02:11:37.124 [rank:4] [train], epoch: 0/1, iter: 100/625, loss: 0.86777, top1: 0.00074, throughput: 276.57 | 2022-05-03 02:11:37.125 timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/03 02:11:37.409, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 59 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.417, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.425, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/03 02:11:37.430, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/03 02:11:37.440, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 59 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.443, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.445, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 59 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.449, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.451, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.455, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/03 02:11:37.458, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB timestamp, name, driver_version, utilization.gpu [%], utilization.memory [%], memory.total [MiB], memory.free [MiB], memory.used [MiB] 2022/05/03 02:11:37.459, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 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] 2022/05/03 02:11:37.461, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB 2022/05/03 02:11:37.462, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.464, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.464, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.465, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.465, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.467, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.468, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.467, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8500 MiB, 24010 MiB 2022/05/03 02:11:37.470, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.471, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.473, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.476, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.477, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.478, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.478, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 58 %, 32510 MiB, 8460 MiB, 24050 MiB 2022/05/03 02:11:37.480, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB 2022/05/03 02:11:37.481, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.483, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB 2022/05/03 02:11:37.485, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB 2022/05/03 02:11:37.486, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB 2022/05/03 02:11:37.487, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.487, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 56 %, 32510 MiB, 8612 MiB, 23898 MiB 2022/05/03 02:11:37.489, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.490, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.492, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.494, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.496, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.496, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.496, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 60 %, 32510 MiB, 8614 MiB, 23896 MiB 2022/05/03 02:11:37.498, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.499, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.501, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.503, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.505, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.506, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.506, Tesla V100-SXM2-32GB, 470.57.02, 100 %, 62 %, 32510 MiB, 8628 MiB, 23882 MiB 2022/05/03 02:11:37.508, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.516, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.518, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.520, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.520, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.522, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.525, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.526, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.528, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.528, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 62 %, 32510 MiB, 8352 MiB, 24158 MiB 2022/05/03 02:11:37.530, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.532, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.534, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.536, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB 2022/05/03 02:11:37.536, Tesla V100-SXM2-32GB, 470.57.02, 99 %, 61 %, 32510 MiB, 8492 MiB, 24018 MiB [rank:2] [train], epoch: 0/1, iter: 200/625, loss: 0.86768, top1: 0.00078, throughput: 381.29 | 2022-05-03 02:12:44.264 [rank:6] [train], epoch: 0/1, iter: 200/625, loss: 0.86749, top1: 0.00082, throughput: 381.29 | 2022-05-03 02:12:44.264 [rank:5] [train], epoch: 0/1, iter: 200/625, loss: 0.86783, top1: 0.00074, throughput: 381.28 | 2022-05-03 02:12:44.264 [rank:1] [train], epoch: 0/1, iter: 200/625, loss: 0.86715, top1: 0.00074, throughput: 381.28 | 2022-05-03 02:12:44.264 [rank:0] [train], epoch: 0/1, iter: 200/625, loss: 0.86741, top1: 0.00109, throughput: 381.31 | 2022-05-03 02:12:44.264 [rank:3] [train], epoch: 0/1, iter: 200/625, loss: 0.86775, top1: 0.00070, throughput: 381.29[rank:4] [train], epoch: 0/1, iter: 200/625, loss: 0.86775, top1: 0.00082, throughput: 381.29 | 2022-05-03 02:12:44.265 | 2022-05-03 02:12:44.265 [rank:7] [train], epoch: 0/1, iter: 200/625, loss: 0.86747, top1: 0.00094, throughput: 381.29 | 2022-05-03 02:12:44.265 [rank:0] [train], epoch: 0/1, iter: 300/625, loss: 0.86738, top1: 0.00074, throughput: 379.38 | 2022-05-03 02:13:51.743 [rank:6] [train], epoch: 0/1, iter: 300/625, loss: 0.86767, top1: 0.00078, throughput: 379.37 | 2022-05-03 02:13:51.744 [rank:2] [train], epoch: 0/1, iter: 300/625, loss: 0.86714, top1: 0.00070, throughput: 379.37 | 2022-05-03 02:13:51.744 [rank:4] [train], epoch: 0/1, iter: 300/625, loss: 0.86773, top1: 0.00086, throughput: 379.37 | 2022-05-03 02:13:51.746 [rank:3] [train], epoch: 0/1, iter: 300/625, loss: 0.86766, top1: 0.00113, throughput: 379.37 | 2022-05-03 02:13:51.745 [rank:1] [train], epoch: 0/1, iter: 300/625, loss: 0.86776, top1: 0.00086, throughput: 379.37 | 2022-05-03 02:13:51.744 [rank:7] [train], epoch: 0/1, iter: 300/625, loss: 0.86786, top1: 0.00074, throughput: 379.37 | 2022-05-03 02:13:51.745 [rank:5] [train], epoch: 0/1, iter: 300/625, loss: 0.86739, top1: 0.00086, throughput: 379.37 | 2022-05-03 02:13:51.744