FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  390.17         	|  100 %          	|
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run_training_epoch                 	|  5.8722         	|63             	|  369.95         	|  94.817         	|
run_training_batch                 	|  0.23299        	|1000           	|  232.99         	|  59.716         	|
optimizer_step_with_closure_0      	|  0.2311         	|1000           	|  231.1          	|  59.231         	|
training_step_and_backward         	|  0.17173        	|1000           	|  171.73         	|  44.015         	|
model_forward                      	|  0.086525       	|1000           	|  86.525         	|  22.176         	|
training_step                      	|  0.086364       	|1000           	|  86.364         	|  22.135         	|
backward                           	|  0.083863       	|1000           	|  83.863         	|  21.494         	|
get_train_batch                    	|  0.026498       	|1063           	|  28.167         	|  7.2191         	|
fetch_next_train_batch             	|  0.026475       	|1063           	|  28.143         	|  7.2129         	|
on_train_batch_end                 	|  0.0015423      	|1000           	|  1.5423         	|  0.39528        	|
zero_grad                          	|  0.0013183      	|1000           	|  1.3183         	|  0.33788        	|
training_batch_to_device           	|  0.00030088     	|1000           	|  0.30088        	|  0.077116       	|
on_train_batch_start               	|  9.3033e-05     	|1000           	|  0.093033       	|  0.023844       	|
on_train_end                       	|  0.046801       	|1              	|  0.046801       	|  0.011995       	|
on_pretrain_routine_start          	|  0.023664       	|1              	|  0.023664       	|  0.0060649      	|
on_batch_start                     	|  2.1824e-05     	|1000           	|  0.021824       	|  0.0055935      	|
on_train_epoch_start               	|  0.00034291     	|63             	|  0.021604       	|  0.0055369      	|
on_train_epoch_end                 	|  0.00032656     	|63             	|  0.020573       	|  0.0052729      	|
on_after_backward                  	|  1.6157e-05     	|1000           	|  0.016157       	|  0.0041411      	|
on_batch_end                       	|  1.4778e-05     	|1000           	|  0.014778       	|  0.0037874      	|
on_before_zero_grad                	|  1.3743e-05     	|1000           	|  0.013743       	|  0.0035222      	|
configure_optimizers               	|  0.013312       	|1              	|  0.013312       	|  0.0034119      	|
on_before_backward                 	|  1.1155e-05     	|1000           	|  0.011155       	|  0.0028591      	|
on_before_optimizer_step           	|  1.0865e-05     	|1000           	|  0.010865       	|  0.0027847      	|
training_step_end                  	|  6.2331e-06     	|1000           	|  0.0062331      	|  0.0015975      	|
on_train_start                     	|  0.0012149      	|1              	|  0.0012149      	|  0.00031137     	|
on_epoch_end                       	|  1.1329e-05     	|63             	|  0.00071373     	|  0.00018293     	|
on_epoch_start                     	|  1.0973e-05     	|63             	|  0.0006913      	|  0.00017718     	|
on_fit_start                       	|  4.5715e-05     	|1              	|  4.5715e-05     	|  1.1717e-05     	|
on_fit_end                         	|  3.6333e-05     	|1              	|  3.6333e-05     	|  9.312e-06      	|
on_before_accelerator_backend_setup	|  2.5662e-05     	|1              	|  2.5662e-05     	|  6.577e-06      	|
setup                              	|  2.3548e-05     	|1              	|  2.3548e-05     	|  6.0352e-06     	|
on_pretrain_routine_end            	|  2.1148e-05     	|1              	|  2.1148e-05     	|  5.4203e-06     	|
on_configure_sharded_model         	|  2.0662e-05     	|1              	|  2.0662e-05     	|  5.2957e-06     	|
teardown                           	|  1.5467e-05     	|1              	|  1.5467e-05     	|  3.9643e-06     	|
on_train_dataloader                	|  1.1474e-05     	|1              	|  1.1474e-05     	|  2.9407e-06     	|
prepare_data                       	|  1.012e-05      	|1              	|  1.012e-05      	|  2.5937e-06     	|
on_val_dataloader                  	|  9.7845e-06     	|1              	|  9.7845e-06     	|  2.5077e-06     	|
configure_callbacks                	|  9.5852e-06     	|1              	|  9.5852e-06     	|  2.4567e-06     	|
configure_sharded_model            	|  6.1598e-06     	|1              	|  6.1598e-06     	|  1.5787e-06     	|
