Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 48707.72151255608
Emissions (Co2eq in kg) 0.0294738165084835
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.5750208622387717
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0507369031692544
Consumed energy (kWh) 0.6257577654080286
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 2
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) 0.09376236391167045
Emissions (Co2eq in kg) 0.019077190925751133

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_14e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1.4e-05
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.708510 0.332460
1 0.308986 0.230178 0.909861
2 0.184904 0.211419 0.924938
3 0.128324 0.239823 0.924368
4 0.074300 0.282441 0.936272
5 0.044291 0.327128 0.909196
6 0.032622 0.391054 0.921756
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Model size
18.8M params
Tensor type
F32
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