damgomz/ft_bs32_1lr6_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	29669.0817964077
Emissions (Co2eq in kg)	0.0194088841146787
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.3502593684590531
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0618101017152269
Consumed energy (kWh)	0.4120694701742792
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	3
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)	0.05711298245808482
Emissions (Co2eq in kg)	0.011620390370259682

Note

20 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs32_1lr6_base_x8
sequence_length	400
num_epoch	20
learning_rate	1e-06
batch_size	32
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	108600

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.563129	0.502131	0.748159	0.777607
1	0.467373	0.454147	0.782769	0.842025
2	0.418498	0.435779	0.794551	0.907975
3	0.379170	0.403679	0.811487	0.895706
4	0.358712	0.382256	0.827688	0.858896
5	0.340088	0.380777	0.834315	0.880368
6	0.326862	0.395078	0.823270	0.897239
7	0.314514	0.419026	0.816642	0.929448
8	0.302010	0.378412	0.832842	0.834356
9	0.293725	0.385449	0.824006	0.797546
10	0.286153	0.380928	0.835052	0.874233
11	0.267783	0.388242	0.836524	0.877301
12	0.255809	0.398119	0.830633	0.831288
13	0.245926	0.413752	0.819588	0.797546
14	0.236472	0.416892	0.815906	0.794479
15	0.223494	0.431361	0.830633	0.872699
16	0.207387	0.438017	0.815169	0.808282
17	0.198799	0.445411	0.819588	0.819018
18	0.182488	0.460939	0.821060	0.837423
19	0.168675	0.513154	0.817378	0.900307