damgomz/BERTrand_bs16_lr6

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	199222.14457845688
Emissions (Co2eq in kg)	0.2085228370280885
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	37.5
CPU energy (kWh)	2.3519248156185015
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	2.075217644798255
Consumed energy (kWh)	4.427142460416734
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)	0.3835026283135295
Emissions (Co2eq in kg)	0.07802867329322895

Note

30 April 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_bs16_lr6
sequence_length	400
num_epoch	12
learning_rate	5e-06
batch_size	16
weight_decay	0.0
warm_up_prop	0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	12597

Training and Testing steps

Epoch	Train Loss	Test Loss
0.0	15.499363	15.126202
0.5	8.243008	8.091313
1.0	7.354550	7.973097
1.5	7.244512	7.687902
2.0	7.199471	7.686438
2.5	7.161911	7.657964
3.0	7.049606	7.765894
3.5	7.091233	7.786471
4.0	7.060327	7.814007
4.5	7.164975	7.602441
5.0	7.008690	7.586652
5.5	7.035732	7.525334
6.0	7.045719	7.715493
6.5	7.108394	7.486681
7.0	6.992529	7.641908
7.5	6.993111	7.575982
8.0	7.051304	7.670884
8.5	7.075128	7.527084
9.0	7.010871	7.556140
9.5	6.978617	7.623441
10.0	7.033166	7.562979
10.5	7.026733	7.549661
11.0	7.080350	7.510597
11.5	6.955319	7.589880
12.0	7.023086	7.495114