FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  341.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.648         	|21             	|  328.61         	|  96.266         	|
run_training_batch                 	|  0.31377        	|1000           	|  313.77         	|  91.921         	|
optimizer_step_with_closure_0      	|  0.31088        	|1000           	|  310.88         	|  91.073         	|
training_step_and_backward         	|  0.23874        	|1000           	|  238.74         	|  69.941         	|
backward                           	|  0.12107        	|1000           	|  121.07         	|  35.468         	|
model_forward                      	|  0.11611        	|1000           	|  116.11         	|  34.015         	|
training_step                      	|  0.11591        	|1000           	|  115.91         	|  33.957         	|
get_train_batch                    	|  0.0048121      	|1021           	|  4.9131         	|  1.4393         	|
fetch_next_train_batch             	|  0.0047905      	|1021           	|  4.8911         	|  1.4329         	|
on_train_batch_end                 	|  0.0019403      	|1000           	|  1.9403         	|  0.56841        	|
zero_grad                          	|  0.0015333      	|1000           	|  1.5333         	|  0.44919        	|
training_batch_to_device           	|  0.00029613     	|1000           	|  0.29613        	|  0.086753       	|
on_train_batch_start               	|  0.00011042     	|1000           	|  0.11042        	|  0.032347       	|
on_train_end                       	|  0.027366       	|1              	|  0.027366       	|  0.0080168      	|
on_after_backward                  	|  2.3625e-05     	|1000           	|  0.023625       	|  0.006921       	|
on_pretrain_routine_start          	|  0.023546       	|1              	|  0.023546       	|  0.0068978      	|
on_batch_start                     	|  2.0143e-05     	|1000           	|  0.020143       	|  0.0059009      	|
on_batch_end                       	|  1.56e-05       	|1000           	|  0.0156         	|  0.0045701      	|
on_before_zero_grad                	|  1.4032e-05     	|1000           	|  0.014032       	|  0.0041106      	|
on_before_optimizer_step           	|  1.3052e-05     	|1000           	|  0.013052       	|  0.0038236      	|
on_before_backward                 	|  1.1985e-05     	|1000           	|  0.011985       	|  0.0035111      	|
on_train_epoch_start               	|  0.0004607      	|21             	|  0.0096747      	|  0.0028342      	|
on_train_epoch_end                 	|  0.00044324     	|21             	|  0.009308       	|  0.0027268      	|
configure_optimizers               	|  0.0085539      	|1              	|  0.0085539      	|  0.0025059      	|
training_step_end                  	|  6.554e-06      	|1000           	|  0.006554       	|  0.00192        	|
on_train_start                     	|  0.0012314      	|1              	|  0.0012314      	|  0.00036074     	|
on_epoch_end                       	|  1.1562e-05     	|21             	|  0.0002428      	|  7.1129e-05     	|
on_epoch_start                     	|  1.027e-05      	|21             	|  0.00021568     	|  6.3183e-05     	|
on_fit_end                         	|  2.6571e-05     	|1              	|  2.6571e-05     	|  7.784e-06      	|
setup                              	|  2.3431e-05     	|1              	|  2.3431e-05     	|  6.8641e-06     	|
on_before_accelerator_backend_setup	|  2.1477e-05     	|1              	|  2.1477e-05     	|  6.2917e-06     	|
on_configure_sharded_model         	|  1.9271e-05     	|1              	|  1.9271e-05     	|  5.6455e-06     	|
on_pretrain_routine_end            	|  1.7578e-05     	|1              	|  1.7578e-05     	|  5.1495e-06     	|
on_fit_start                       	|  1.6417e-05     	|1              	|  1.6417e-05     	|  4.8094e-06     	|
teardown                           	|  1.1095e-05     	|1              	|  1.1095e-05     	|  3.2503e-06     	|
prepare_data                       	|  8.173e-06      	|1              	|  8.173e-06      	|  2.3943e-06     	|
on_val_dataloader                  	|  6.366e-06      	|1              	|  6.366e-06      	|  1.8649e-06     	|
on_train_dataloader                	|  6.263e-06      	|1              	|  6.263e-06      	|  1.8347e-06     	|
configure_sharded_model            	|  5.799e-06      	|1              	|  5.799e-06      	|  1.6988e-06     	|
configure_callbacks                	|  5.658e-06      	|1              	|  5.658e-06      	|  1.6575e-06     	|
