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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 182110.05412077904
Emissions (Co2eq in kg) 0.1191325610621753
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 7.5
CPU energy (kWh) 2.149906886172639
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.3793931512400499
Consumed energy (kWh) 2.5293000374126957
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 4
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) 0.35056185418249963
Emissions (Co2eq in kg) 0.07132643786397179

Note

23 May 2024

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr5_x8
sequence_length 400
num_epoch 6
learning_rate 5e-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 20775

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.308473 11.080908
0.5 5.235100 4.274177
1.0 4.024877 3.867418
1.5 3.732971 3.638057
2.0 3.551818 3.500373
2.5 3.422552 3.405551
3.0 3.318575 3.320161
3.5 3.241932 3.242500
4.0 3.170661 3.185654
4.5 3.109458 3.135602
5.0 3.061188 3.093372
5.5 3.022948 3.045699
6.0 2.991364 3.030528
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Model size
60.8M params
Tensor type
F32
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