Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 71293.76474165916
Emissions (Co2eq in kg) 0.0431409524102729
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8416606912437405
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0742636502834656
Consumed energy (kWh) 0.915924341527206
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) 0.13724049712769387
Emissions (Co2eq in kg) 0.027923391190483173

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_2e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 2e-06
batch_size 8
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 0.730015 0.480991
1 0.388216 0.266423 0.897385
2 0.217095 0.211395 0.908849
3 0.168134 0.205569 0.931890
4 0.130103 0.231931 0.905139
5 0.091988 0.226589 0.933004
6 0.057670 0.251817 0.919221
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Model size
11.7M params
Tensor type
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