FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1549.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.651         	|21             	|  1525.7         	|  98.497         	|
run_training_batch                 	|  0.18696        	|8000           	|  1495.7         	|  96.562         	|
training_step_and_backward         	|  0.17695        	|8000           	|  1415.6         	|  91.388         	|
model_forward                      	|  0.093986       	|8000           	|  751.89         	|  48.542         	|
training_step                      	|  0.093855       	|8000           	|  750.84         	|  48.474         	|
backward                           	|  0.082779       	|8000           	|  662.23         	|  42.753         	|
optimizer_step_with_closure_0      	|  0.23615        	|1000           	|  236.15         	|  15.245         	|
get_train_batch                    	|  0.0018121      	|8021           	|  14.535         	|  0.93836        	|
fetch_next_train_batch             	|  0.0017962      	|8021           	|  14.407         	|  0.93011        	|
on_train_batch_end                 	|  0.0010598      	|8000           	|  8.4784         	|  0.54736        	|
training_batch_to_device           	|  0.00021255     	|8000           	|  1.7004         	|  0.10978        	|
zero_grad                          	|  0.0013065      	|1000           	|  1.3065         	|  0.08435        	|
on_train_batch_start               	|  9.0896e-05     	|8000           	|  0.72717        	|  0.046945       	|
on_batch_start                     	|  1.4328e-05     	|8000           	|  0.11462        	|  0.0074         	|
on_batch_end                       	|  1.3521e-05     	|8000           	|  0.10816        	|  0.006983       	|
on_before_backward                 	|  1.3268e-05     	|8000           	|  0.10614        	|  0.0068524      	|
on_after_backward                  	|  1.1965e-05     	|8000           	|  0.095721       	|  0.0061797      	|
training_step_end                  	|  5.2981e-06     	|8000           	|  0.042384       	|  0.0027363      	|
on_train_end                       	|  0.025833       	|1              	|  0.025833       	|  0.0016678      	|
on_pretrain_routine_start          	|  0.022379       	|1              	|  0.022379       	|  0.0014447      	|
on_before_zero_grad                	|  1.3603e-05     	|1000           	|  0.013603       	|  0.00087817     	|
on_before_optimizer_step           	|  1.1063e-05     	|1000           	|  0.011063       	|  0.00071425     	|
configure_optimizers               	|  0.0087922      	|1              	|  0.0087922      	|  0.00056762     	|
on_train_epoch_start               	|  0.00031311     	|21             	|  0.0065753      	|  0.0004245      	|
on_train_epoch_end                 	|  0.00026914     	|21             	|  0.005652       	|  0.00036489     	|
on_train_start                     	|  0.00069664     	|1              	|  0.00069664     	|  4.4975e-05     	|
on_epoch_start                     	|  1.1256e-05     	|21             	|  0.00023637     	|  1.526e-05      	|
on_epoch_end                       	|  1.061e-05      	|21             	|  0.00022282     	|  1.4385e-05     	|
on_before_accelerator_backend_setup	|  2.3905e-05     	|1              	|  2.3905e-05     	|  1.5433e-06     	|
on_fit_end                         	|  2.2972e-05     	|1              	|  2.2972e-05     	|  1.4831e-06     	|
on_fit_start                       	|  1.8395e-05     	|1              	|  1.8395e-05     	|  1.1876e-06     	|
setup                              	|  1.4327e-05     	|1              	|  1.4327e-05     	|  9.2494e-07     	|
on_configure_sharded_model         	|  1.2965e-05     	|1              	|  1.2965e-05     	|  8.3702e-07     	|
on_pretrain_routine_end            	|  1.1172e-05     	|1              	|  1.1172e-05     	|  7.2125e-07     	|
teardown                           	|  1.0179e-05     	|1              	|  1.0179e-05     	|  6.5714e-07     	|
prepare_data                       	|  8.3449e-06     	|1              	|  8.3449e-06     	|  5.3874e-07     	|
configure_callbacks                	|  8.076e-06      	|1              	|  8.076e-06      	|  5.2138e-07     	|
configure_sharded_model            	|  5.6811e-06     	|1              	|  5.6811e-06     	|  3.6677e-07     	|
on_val_dataloader                  	|  4.8589e-06     	|1              	|  4.8589e-06     	|  3.1369e-07     	|
on_train_dataloader                	|  4.288e-06      	|1              	|  4.288e-06      	|  2.7683e-07     	|
