damgomz/ft_bs64_1lr6_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	29068.91158723831
Emissions (Co2eq in kg)	0.0190162663339998
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.3431740666680863
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0605597464993595
Consumed energy (kWh)	0.4037338131674456
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)	0.05595765480543375
Emissions (Co2eq in kg)	0.011385323705001673

Note

20 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs64_1lr6_base_x8
sequence_length	400
num_epoch	20
learning_rate	1e-06
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	108600

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.600790	0.530991	0.729750	0.803681
1	0.490914	0.515528	0.750368	0.937117
2	0.454214	0.454406	0.784242	0.837423
3	0.420142	0.442943	0.794551	0.891104
4	0.391595	0.418620	0.801915	0.854294
5	0.372766	0.409371	0.809278	0.808282
6	0.351249	0.411269	0.816642	0.884969
7	0.337517	0.410223	0.814433	0.897239
8	0.331506	0.397039	0.825479	0.881902
9	0.318005	0.416837	0.804124	0.730061
10	0.309892	0.406303	0.818115	0.907975
11	0.301596	0.390790	0.832106	0.840491
12	0.295900	0.391270	0.832842	0.865031
13	0.284800	0.392566	0.832106	0.860429
14	0.271658	0.397234	0.829897	0.823620
15	0.267081	0.404172	0.837261	0.883436
16	0.251110	0.409858	0.828424	0.823620
17	0.246977	0.409189	0.829161	0.852761
18	0.235927	0.413321	0.828424	0.838957
19	0.226951	0.428528	0.824006	0.819018