FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  336.66         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.421         	|21             	|  323.84         	|  96.193         	|
run_training_batch                 	|  0.30978        	|1000           	|  309.78         	|  92.015         	|
optimizer_step_with_closure_0      	|  0.30698        	|1000           	|  306.98         	|  91.184         	|
training_step_and_backward         	|  0.2356         	|1000           	|  235.6          	|  69.983         	|
backward                           	|  0.11945        	|1000           	|  119.45         	|  35.481         	|
model_forward                      	|  0.11461        	|1000           	|  114.61         	|  34.043         	|
training_step                      	|  0.11442        	|1000           	|  114.42         	|  33.986         	|
get_train_batch                    	|  0.0046862      	|1021           	|  4.7846         	|  1.4212         	|
fetch_next_train_batch             	|  0.0046658      	|1021           	|  4.7638         	|  1.415          	|
on_train_batch_end                 	|  0.0019118      	|1000           	|  1.9118         	|  0.56787        	|
zero_grad                          	|  0.0015141      	|1000           	|  1.5141         	|  0.44973        	|
training_batch_to_device           	|  0.00029128     	|1000           	|  0.29128        	|  0.086522       	|
on_train_batch_start               	|  0.00010864     	|1000           	|  0.10864        	|  0.032271       	|
on_train_end                       	|  0.080919       	|1              	|  0.080919       	|  0.024036       	|
on_pretrain_routine_start          	|  0.022736       	|1              	|  0.022736       	|  0.0067534      	|
on_after_backward                  	|  2.0926e-05     	|1000           	|  0.020926       	|  0.0062158      	|
on_batch_start                     	|  1.9074e-05     	|1000           	|  0.019074       	|  0.0056658      	|
on_before_zero_grad                	|  1.5515e-05     	|1000           	|  0.015515       	|  0.0046085      	|
on_batch_end                       	|  1.4239e-05     	|1000           	|  0.014239       	|  0.0042297      	|
on_before_backward                 	|  1.3509e-05     	|1000           	|  0.013509       	|  0.0040126      	|
on_before_optimizer_step           	|  1.3087e-05     	|1000           	|  0.013087       	|  0.0038874      	|
on_train_epoch_end                 	|  0.00050562     	|21             	|  0.010618       	|  0.003154       	|
on_train_epoch_start               	|  0.00046828     	|21             	|  0.0098339      	|  0.002921       	|
configure_optimizers               	|  0.0079379      	|1              	|  0.0079379      	|  0.0023579      	|
training_step_end                  	|  6.5068e-06     	|1000           	|  0.0065068      	|  0.0019328      	|
on_train_start                     	|  0.0013518      	|1              	|  0.0013518      	|  0.00040153     	|
on_epoch_end                       	|  1.1723e-05     	|21             	|  0.00024619     	|  7.3129e-05     	|
on_epoch_start                     	|  1.0959e-05     	|21             	|  0.00023013     	|  6.8359e-05     	|
on_fit_end                         	|  2.784e-05      	|1              	|  2.784e-05      	|  8.2696e-06     	|
setup                              	|  2.3132e-05     	|1              	|  2.3132e-05     	|  6.8711e-06     	|
on_before_accelerator_backend_setup	|  2.0595e-05     	|1              	|  2.0595e-05     	|  6.1175e-06     	|
on_configure_sharded_model         	|  1.8657e-05     	|1              	|  1.8657e-05     	|  5.5419e-06     	|
on_fit_start                       	|  1.6597e-05     	|1              	|  1.6597e-05     	|  4.93e-06       	|
teardown                           	|  1.3043e-05     	|1              	|  1.3043e-05     	|  3.8743e-06     	|
on_pretrain_routine_end            	|  1.2404e-05     	|1              	|  1.2404e-05     	|  3.6845e-06     	|
prepare_data                       	|  9.429e-06      	|1              	|  9.429e-06      	|  2.8008e-06     	|
on_train_dataloader                	|  7.197e-06      	|1              	|  7.197e-06      	|  2.1378e-06     	|
configure_sharded_model            	|  7e-06          	|1              	|  7e-06          	|  2.0793e-06     	|
on_val_dataloader                  	|  6.394e-06      	|1              	|  6.394e-06      	|  1.8993e-06     	|
configure_callbacks                	|  6.028e-06      	|1              	|  6.028e-06      	|  1.7905e-06     	|
