FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  483.52         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.3781         	|63             	|  464.82         	|  96.134         	|
run_training_batch                 	|  0.29035        	|1000           	|  290.35         	|  60.05          	|
optimizer_step_with_closure_0      	|  0.28603        	|1000           	|  286.03         	|  59.156         	|
training_step_and_backward         	|  0.22049        	|1000           	|  220.49         	|  45.601         	|
backward                           	|  0.11003        	|1000           	|  110.03         	|  22.756         	|
model_forward                      	|  0.1089         	|1000           	|  108.9          	|  22.523         	|
training_step                      	|  0.10871        	|1000           	|  108.71         	|  22.482         	|
get_train_batch                    	|  0.031344       	|1063           	|  33.318         	|  6.8908         	|
fetch_next_train_batch             	|  0.031316       	|1063           	|  33.289         	|  6.8848         	|
on_train_batch_end                 	|  0.0027485      	|1000           	|  2.7485         	|  0.56844        	|
zero_grad                          	|  0.0015208      	|1000           	|  1.5208         	|  0.31453        	|
training_batch_to_device           	|  0.00030831     	|1000           	|  0.30831        	|  0.063764       	|
on_train_batch_start               	|  9.901e-05      	|1000           	|  0.09901        	|  0.020477       	|
on_train_end                       	|  0.067158       	|1              	|  0.067158       	|  0.013889       	|
on_train_epoch_end                 	|  0.00044423     	|63             	|  0.027986       	|  0.0057881      	|
on_after_backward                  	|  2.7337e-05     	|1000           	|  0.027337       	|  0.0056539      	|
on_train_epoch_start               	|  0.00039798     	|63             	|  0.025073       	|  0.0051855      	|
on_pretrain_routine_start          	|  0.024748       	|1              	|  0.024748       	|  0.0051184      	|
on_batch_start                     	|  2.3099e-05     	|1000           	|  0.023099       	|  0.0047774      	|
configure_optimizers               	|  0.02066        	|1              	|  0.02066        	|  0.0042728      	|
on_before_zero_grad                	|  1.7097e-05     	|1000           	|  0.017097       	|  0.003536       	|
on_batch_end                       	|  1.6425e-05     	|1000           	|  0.016425       	|  0.0033971      	|
on_before_backward                 	|  1.3317e-05     	|1000           	|  0.013317       	|  0.0027543      	|
on_before_optimizer_step           	|  1.2995e-05     	|1000           	|  0.012995       	|  0.0026876      	|
training_step_end                  	|  8.2264e-06     	|1000           	|  0.0082264      	|  0.0017014      	|
on_epoch_end                       	|  1.1439e-05     	|63             	|  0.00072065     	|  0.00014904     	|
on_epoch_start                     	|  1.1416e-05     	|63             	|  0.00071921     	|  0.00014875     	|
on_train_start                     	|  0.00064049     	|1              	|  0.00064049     	|  0.00013247     	|
on_fit_end                         	|  5.384e-05      	|1              	|  5.384e-05      	|  1.1135e-05     	|
on_fit_start                       	|  2.956e-05      	|1              	|  2.956e-05      	|  6.1136e-06     	|
setup                              	|  2.5565e-05     	|1              	|  2.5565e-05     	|  5.2873e-06     	|
on_before_accelerator_backend_setup	|  2.5384e-05     	|1              	|  2.5384e-05     	|  5.2499e-06     	|
on_configure_sharded_model         	|  2.2659e-05     	|1              	|  2.2659e-05     	|  4.6863e-06     	|
teardown                           	|  1.5048e-05     	|1              	|  1.5048e-05     	|  3.1123e-06     	|
on_pretrain_routine_end            	|  1.4381e-05     	|1              	|  1.4381e-05     	|  2.9744e-06     	|
configure_callbacks                	|  9.2704e-06     	|1              	|  9.2704e-06     	|  1.9173e-06     	|
prepare_data                       	|  9.1679e-06     	|1              	|  9.1679e-06     	|  1.8961e-06     	|
configure_sharded_model            	|  8.4024e-06     	|1              	|  8.4024e-06     	|  1.7378e-06     	|
on_train_dataloader                	|  7.2215e-06     	|1              	|  7.2215e-06     	|  1.4935e-06     	|
on_val_dataloader                  	|  5.7723e-06     	|1              	|  5.7723e-06     	|  1.1938e-06     	|
