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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 141339.0581598282
Emissions (Co2eq in kg) 0.1063300462019785
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.668582685680036
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.5889075205147284
Consumed energy (kWh) 2.257490206194743
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.27207768695766926
Emissions (Co2eq in kg) 0.05535779777926603

Note

23 May 2024

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs64_lr5_x4
sequence_length 400
num_epoch 6
learning_rate 5e-05
batch_size 64
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 10278

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.918249 9.392778
0.5 5.090525 4.007436
1.0 3.736158 3.569265
1.5 3.457080 3.366405
2.0 3.294382 3.235556
2.5 3.196004 3.175543
3.0 3.097808 3.081475
3.5 3.041380 3.029809
4.0 2.969532 2.984502
4.5 2.927619 2.950877
5.0 2.891346 2.897531
5.5 2.853556 2.867581
6.0 2.830631 2.856134
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