FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  454.24         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1139         	|200            	|  422.77         	|  93.072         	|
run_training_batch                 	|  0.35177        	|1000           	|  351.77         	|  77.442         	|
optimizer_step_with_closure_0      	|  0.3491         	|1000           	|  349.1          	|  76.854         	|
training_step_and_backward         	|  0.27186        	|1000           	|  271.86         	|  59.849         	|
model_forward                      	|  0.16116        	|1000           	|  161.16         	|  35.48          	|
training_step                      	|  0.16102        	|1000           	|  161.02         	|  35.447         	|
backward                           	|  0.10933        	|1000           	|  109.33         	|  24.069         	|
get_train_batch                    	|  0.016669       	|1200           	|  20.003         	|  4.4037         	|
fetch_next_train_batch             	|  0.016644       	|1200           	|  19.973         	|  4.397          	|
zero_grad                          	|  0.0013351      	|1000           	|  1.3351         	|  0.29392        	|
on_train_batch_end                 	|  0.0012659      	|1000           	|  1.2659         	|  0.27868        	|
training_batch_to_device           	|  0.00034059     	|1000           	|  0.34059        	|  0.07498        	|
on_train_batch_start               	|  9.6257e-05     	|1000           	|  0.096257       	|  0.021191       	|
on_train_epoch_start               	|  0.00027091     	|200            	|  0.054182       	|  0.011928       	|
on_train_epoch_end                 	|  0.00025674     	|200            	|  0.051349       	|  0.011304       	|
on_train_end                       	|  0.024403       	|1              	|  0.024403       	|  0.0053723      	|
on_pretrain_routine_start          	|  0.023049       	|1              	|  0.023049       	|  0.0050742      	|
on_batch_start                     	|  2.3008e-05     	|1000           	|  0.023008       	|  0.0050652      	|
on_before_zero_grad                	|  1.6306e-05     	|1000           	|  0.016306       	|  0.0035897      	|
on_batch_end                       	|  1.4416e-05     	|1000           	|  0.014416       	|  0.0031735      	|
on_before_optimizer_step           	|  1.1283e-05     	|1000           	|  0.011283       	|  0.002484       	|
on_after_backward                  	|  1.1165e-05     	|1000           	|  0.011165       	|  0.002458       	|
on_before_backward                 	|  1.1056e-05     	|1000           	|  0.011056       	|  0.002434       	|
configure_optimizers               	|  0.0082785      	|1              	|  0.0082785      	|  0.0018225      	|
training_step_end                  	|  6.4424e-06     	|1000           	|  0.0064424      	|  0.0014183      	|
on_epoch_start                     	|  1.0849e-05     	|200            	|  0.0021699      	|  0.00047769     	|
on_epoch_end                       	|  1.0494e-05     	|200            	|  0.0020988      	|  0.00046205     	|
on_train_start                     	|  0.00080959     	|1              	|  0.00080959     	|  0.00017823     	|
on_before_accelerator_backend_setup	|  2.2451e-05     	|1              	|  2.2451e-05     	|  4.9425e-06     	|
on_fit_end                         	|  2.2342e-05     	|1              	|  2.2342e-05     	|  4.9186e-06     	|
on_fit_start                       	|  1.572e-05      	|1              	|  1.572e-05      	|  3.4607e-06     	|
on_configure_sharded_model         	|  1.4257e-05     	|1              	|  1.4257e-05     	|  3.1386e-06     	|
on_pretrain_routine_end            	|  1.3616e-05     	|1              	|  1.3616e-05     	|  2.9975e-06     	|
setup                              	|  1.3566e-05     	|1              	|  1.3566e-05     	|  2.9865e-06     	|
teardown                           	|  1.021e-05      	|1              	|  1.021e-05      	|  2.2477e-06     	|
prepare_data                       	|  7.424e-06      	|1              	|  7.424e-06      	|  1.6344e-06     	|
configure_callbacks                	|  6.482e-06      	|1              	|  6.482e-06      	|  1.427e-06      	|
on_val_dataloader                  	|  4.368e-06      	|1              	|  4.368e-06      	|  9.6161e-07     	|
on_train_dataloader                	|  4.319e-06      	|1              	|  4.319e-06      	|  9.5082e-07     	|
configure_sharded_model            	|  4.258e-06      	|1              	|  4.258e-06      	|  9.3739e-07     	|
