FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1767.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4873         	|500            	|  1743.6         	|  98.665         	|
run_training_batch                 	|  0.20698        	|8000           	|  1655.9         	|  93.698         	|
training_step_and_backward         	|  0.19503        	|8000           	|  1560.2         	|  88.286         	|
model_forward                      	|  0.11151        	|8000           	|  892.12         	|  50.481         	|
training_step                      	|  0.11138        	|8000           	|  891.02         	|  50.419         	|
backward                           	|  0.083318       	|8000           	|  666.55         	|  37.717         	|
optimizer_step_with_closure_0      	|  0.25326        	|1000           	|  253.26         	|  14.331         	|
get_train_batch                    	|  0.0068263      	|8500           	|  58.024         	|  3.2833         	|
fetch_next_train_batch             	|  0.0068066      	|8500           	|  57.856         	|  3.2738         	|
on_train_batch_end                 	|  0.0010992      	|8000           	|  8.7938         	|  0.49761        	|
training_batch_to_device           	|  0.00023553     	|8000           	|  1.8842         	|  0.10662        	|
zero_grad                          	|  0.0013845      	|1000           	|  1.3845         	|  0.078341       	|
on_train_batch_start               	|  9.0747e-05     	|8000           	|  0.72597        	|  0.04108        	|
on_train_epoch_start               	|  0.00028975     	|500            	|  0.14487        	|  0.0081979      	|
on_batch_start                     	|  1.7426e-05     	|8000           	|  0.1394         	|  0.0078883      	|
on_train_epoch_end                 	|  0.00026544     	|500            	|  0.13272        	|  0.00751        	|
on_batch_end                       	|  1.3017e-05     	|8000           	|  0.10414        	|  0.0058927      	|
on_before_backward                 	|  1.2985e-05     	|8000           	|  0.10388        	|  0.0058783      	|
on_after_backward                  	|  1.1599e-05     	|8000           	|  0.09279        	|  0.0052506      	|
training_step_end                  	|  6.3468e-06     	|8000           	|  0.050775       	|  0.0028731      	|
on_train_end                       	|  0.024122       	|1              	|  0.024122       	|  0.001365       	|
on_pretrain_routine_start          	|  0.022738       	|1              	|  0.022738       	|  0.0012867      	|
on_before_zero_grad                	|  2.0593e-05     	|1000           	|  0.020593       	|  0.0011653      	|
on_before_optimizer_step           	|  1.2836e-05     	|1000           	|  0.012836       	|  0.00072635     	|
configure_optimizers               	|  0.0088266      	|1              	|  0.0088266      	|  0.00049946     	|
on_epoch_start                     	|  1.1978e-05     	|500            	|  0.0059889      	|  0.00033889     	|
on_epoch_end                       	|  1.0378e-05     	|500            	|  0.0051891      	|  0.00029363     	|
on_train_start                     	|  0.00073268     	|1              	|  0.00073268     	|  4.1459e-05     	|
on_before_accelerator_backend_setup	|  2.5508e-05     	|1              	|  2.5508e-05     	|  1.4434e-06     	|
on_fit_end                         	|  2.2432e-05     	|1              	|  2.2432e-05     	|  1.2693e-06     	|
setup                              	|  2.2392e-05     	|1              	|  2.2392e-05     	|  1.2671e-06     	|
on_configure_sharded_model         	|  1.8324e-05     	|1              	|  1.8324e-05     	|  1.0369e-06     	|
on_fit_start                       	|  1.6211e-05     	|1              	|  1.6211e-05     	|  9.1732e-07     	|
teardown                           	|  1.0369e-05     	|1              	|  1.0369e-05     	|  5.8673e-07     	|
on_pretrain_routine_end            	|  1.0329e-05     	|1              	|  1.0329e-05     	|  5.8448e-07     	|
prepare_data                       	|  8.3959e-06     	|1              	|  8.3959e-06     	|  4.7509e-07     	|
configure_callbacks                	|  6.6122e-06     	|1              	|  6.6122e-06     	|  3.7416e-07     	|
configure_sharded_model            	|  5.3002e-06     	|1              	|  5.3002e-06     	|  2.9991e-07     	|
on_val_dataloader                  	|  4.638e-06      	|1              	|  4.638e-06      	|  2.6245e-07     	|
on_train_dataloader                	|  4.509e-06      	|1              	|  4.509e-06      	|  2.5515e-07     	|
