FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1419.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7943         	|500            	|  1397.1         	|  98.452         	|
run_training_batch                 	|  0.39362        	|1000           	|  393.62         	|  27.737         	|
optimizer_step_with_closure_0      	|  0.39027        	|1000           	|  390.27         	|  27.501         	|
training_step_and_backward         	|  0.28393        	|1000           	|  283.93         	|  20.007         	|
get_train_batch                    	|  0.11523        	|1500           	|  172.85         	|  12.18          	|
fetch_next_train_batch             	|  0.11519        	|1500           	|  172.79         	|  12.176         	|
model_forward                      	|  0.14807        	|1000           	|  148.07         	|  10.434         	|
training_step                      	|  0.14784        	|1000           	|  147.84         	|  10.418         	|
backward                           	|  0.13428        	|1000           	|  134.28         	|  9.4619         	|
on_train_batch_end                 	|  0.002436       	|1000           	|  2.436          	|  0.17165        	|
zero_grad                          	|  0.0015409      	|1000           	|  1.5409         	|  0.10858        	|
training_batch_to_device           	|  0.00067455     	|1000           	|  0.67455        	|  0.047533       	|
on_train_epoch_end                 	|  0.00038085     	|500            	|  0.19043        	|  0.013419       	|
on_train_epoch_start               	|  0.00035969     	|500            	|  0.17985        	|  0.012673       	|
on_train_batch_start               	|  0.00011516     	|1000           	|  0.11516        	|  0.0081152      	|
on_train_end                       	|  0.10871        	|1              	|  0.10871        	|  0.0076602      	|
on_batch_start                     	|  4.5179e-05     	|1000           	|  0.045179       	|  0.0031836      	|
on_after_backward                  	|  2.6562e-05     	|1000           	|  0.026562       	|  0.0018717      	|
on_before_zero_grad                	|  2.4859e-05     	|1000           	|  0.024859       	|  0.0017517      	|
on_pretrain_routine_start          	|  0.023884       	|1              	|  0.023884       	|  0.001683       	|
on_before_optimizer_step           	|  1.824e-05      	|1000           	|  0.01824        	|  0.0012853      	|
on_batch_end                       	|  1.6866e-05     	|1000           	|  0.016866       	|  0.0011885      	|
on_before_backward                 	|  1.6573e-05     	|1000           	|  0.016573       	|  0.0011678      	|
configure_optimizers               	|  0.012941       	|1              	|  0.012941       	|  0.00091191     	|
training_step_end                  	|  8.882e-06      	|1000           	|  0.008882       	|  0.00062588     	|
on_epoch_end                       	|  1.154e-05      	|500            	|  0.0057699      	|  0.00040659     	|
on_epoch_start                     	|  1.1536e-05     	|500            	|  0.0057679      	|  0.00040644     	|
on_train_start                     	|  0.0028672      	|1              	|  0.0028672      	|  0.00020204     	|
on_fit_end                         	|  9.4179e-05     	|1              	|  9.4179e-05     	|  6.6364e-06     	|
on_fit_start                       	|  4.7134e-05     	|1              	|  4.7134e-05     	|  3.3214e-06     	|
on_before_accelerator_backend_setup	|  4.2437e-05     	|1              	|  4.2437e-05     	|  2.9903e-06     	|
on_configure_sharded_model         	|  3.2781e-05     	|1              	|  3.2781e-05     	|  2.3099e-06     	|
setup                              	|  2.3615e-05     	|1              	|  2.3615e-05     	|  1.664e-06      	|
configure_callbacks                	|  1.7967e-05     	|1              	|  1.7967e-05     	|  1.2661e-06     	|
teardown                           	|  1.6844e-05     	|1              	|  1.6844e-05     	|  1.1869e-06     	|
on_pretrain_routine_end            	|  1.6659e-05     	|1              	|  1.6659e-05     	|  1.1739e-06     	|
prepare_data                       	|  1.0876e-05     	|1              	|  1.0876e-05     	|  7.6639e-07     	|
on_val_dataloader                  	|  9.5125e-06     	|1              	|  9.5125e-06     	|  6.7031e-07     	|
on_train_dataloader                	|  9.4026e-06     	|1              	|  9.4026e-06     	|  6.6257e-07     	|
configure_sharded_model            	|  8.3763e-06     	|1              	|  8.3763e-06     	|  5.9025e-07     	|
