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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 204006.114985466
Emissions (Co2eq in kg) 0.133456463837719
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 7.5
CPU energy (kWh) 2.408401058182943
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.4250093542863928
Consumed energy (kWh) 2.8334104124693544
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 4
CPU model Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count nan
GPU model nan

Environmental Impact (for one core)

Metric Value
CPU energy (kWh) 0.392711771347022
Emissions (Co2eq in kg) 0.07990239503597418

Note

23 May 2024

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr5_x2
sequence_length 400
num_epoch 6
learning_rate 5e-05
batch_size 16
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 40959

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.935577 12.206219
0.5 3.362514 3.065457
1.0 2.929414 2.875572
1.5 2.817826 2.758826
2.0 2.665450 2.674433
2.5 2.603621 2.611908
3.0 2.542651 2.553587
3.5 2.480111 2.503488
4.0 2.446439 2.465049
4.5 2.394290 2.422634
5.0 2.337941 2.389408
5.5 2.313014 2.357817
6.0 2.287183 2.340843
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