FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  474.07         	|  100 %          	|
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run_training_epoch                 	|  0.90243        	|500            	|  451.21         	|  95.179         	|
run_training_batch                 	|  0.30076        	|1000           	|  300.76         	|  63.442         	|
optimizer_step_with_closure_0      	|  0.29808        	|1000           	|  298.08         	|  62.878         	|
training_step_and_backward         	|  0.22514        	|1000           	|  225.14         	|  47.492         	|
model_forward                      	|  0.13695        	|1000           	|  136.95         	|  28.887         	|
training_step                      	|  0.13678        	|1000           	|  136.78         	|  28.853         	|
backward                           	|  0.086789       	|1000           	|  86.789         	|  18.307         	|
get_train_batch                    	|  0.028725       	|1500           	|  43.087         	|  9.0888         	|
fetch_next_train_batch             	|  0.028691       	|1500           	|  43.037         	|  9.0782         	|
zero_grad                          	|  0.0013778      	|1000           	|  1.3778         	|  0.29064        	|
on_train_batch_end                 	|  0.0013018      	|1000           	|  1.3018         	|  0.2746         	|
training_batch_to_device           	|  0.00059285     	|1000           	|  0.59285        	|  0.12506        	|
on_train_epoch_start               	|  0.00027656     	|500            	|  0.13828        	|  0.029168       	|
on_train_epoch_end                 	|  0.00026674     	|500            	|  0.13337        	|  0.028133       	|
on_train_batch_start               	|  0.0001054      	|1000           	|  0.1054         	|  0.022233       	|
on_batch_start                     	|  3.6807e-05     	|1000           	|  0.036807       	|  0.007764       	|
on_pretrain_routine_start          	|  0.025868       	|1              	|  0.025868       	|  0.0054566      	|
on_train_end                       	|  0.024008       	|1              	|  0.024008       	|  0.0050641      	|
on_before_zero_grad                	|  2.0036e-05     	|1000           	|  0.020036       	|  0.0042264      	|
on_batch_end                       	|  1.4158e-05     	|1000           	|  0.014158       	|  0.0029864      	|
on_before_optimizer_step           	|  1.1865e-05     	|1000           	|  0.011865       	|  0.0025028      	|
on_before_backward                 	|  1.1717e-05     	|1000           	|  0.011717       	|  0.0024715      	|
on_after_backward                  	|  1.0723e-05     	|1000           	|  0.010723       	|  0.0022618      	|
training_step_end                  	|  7.9987e-06     	|1000           	|  0.0079987      	|  0.0016872      	|
configure_optimizers               	|  0.0076644      	|1              	|  0.0076644      	|  0.0016167      	|
on_epoch_end                       	|  1.1001e-05     	|500            	|  0.0055004      	|  0.0011603      	|
on_epoch_start                     	|  1.0783e-05     	|500            	|  0.0053915      	|  0.0011373      	|
on_train_start                     	|  0.00069904     	|1              	|  0.00069904     	|  0.00014745     	|
on_fit_end                         	|  2.2863e-05     	|1              	|  2.2863e-05     	|  4.8227e-06     	|
on_before_accelerator_backend_setup	|  1.7953e-05     	|1              	|  1.7953e-05     	|  3.787e-06      	|
on_fit_start                       	|  1.5649e-05     	|1              	|  1.5649e-05     	|  3.301e-06      	|
setup                              	|  1.4036e-05     	|1              	|  1.4036e-05     	|  2.9607e-06     	|
on_configure_sharded_model         	|  1.3746e-05     	|1              	|  1.3746e-05     	|  2.8996e-06     	|
teardown                           	|  1.0651e-05     	|1              	|  1.0651e-05     	|  2.2467e-06     	|
on_pretrain_routine_end            	|  1.0018e-05     	|1              	|  1.0018e-05     	|  2.1132e-06     	|
prepare_data                       	|  6.512e-06      	|1              	|  6.512e-06      	|  1.3736e-06     	|
configure_callbacks                	|  5.1289e-06     	|1              	|  5.1289e-06     	|  1.0819e-06     	|
on_train_dataloader                	|  4.328e-06      	|1              	|  4.328e-06      	|  9.1294e-07     	|
configure_sharded_model            	|  4.2771e-06     	|1              	|  4.2771e-06     	|  9.0221e-07     	|
on_val_dataloader                  	|  4.228e-06      	|1              	|  4.228e-06      	|  8.9185e-07     	|
