Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 162529.34985995293
Emissions (Co2eq in kg) 0.1222715735201353
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.9187451891953735
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.6771991330087179
Consumed energy (kWh) 2.5959443222041
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.31286899848040933
Emissions (Co2eq in kg) 0.06365732869514823

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr1e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 16
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 40671

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.286470 11.739167
0.5 4.449643 3.916288
1.0 3.750468 3.635767
1.5 3.501833 3.430229
2.0 3.337130 3.311987
2.5 3.220584 3.189326
3.0 3.113162 3.110912
3.5 3.031683 3.029177
4.0 2.929722 2.952760
4.5 2.864644 2.876130
5.0 2.794718 2.822355
5.5 2.723151 2.764186
6.0 2.683180 2.743171
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Model size
32.5M params
Tensor type
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