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language: en |
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tags: |
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- fill-mask |
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## Environmental Impact (CODE CARBON DEFAULT) |
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| Metric | Value | |
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|--------------------------|---------------------------------| |
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| Duration (in seconds) | [More Information Needed] | |
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| Emissions (Co2eq in kg) | [More Information Needed] | |
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| CPU power (W) | [NO CPU] | |
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| GPU power (W) | [No GPU] | |
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| RAM power (W) | [More Information Needed] | |
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| CPU energy (kWh) | [No CPU] | |
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| GPU energy (kWh) | [No GPU] | |
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| RAM energy (kWh) | [More Information Needed] | |
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| Consumed energy (kWh) | [More Information Needed] | |
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| Country name | [More Information Needed] | |
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| Cloud provider | [No Cloud] | |
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| Cloud region | [No Cloud] | |
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| CPU count | [No CPU] | |
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| CPU model | [No CPU] | |
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| GPU count | [No GPU] | |
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| GPU model | [No GPU] | |
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## Environmental Impact (for one core) |
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| Metric | Value | |
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|--------------------------|---------------------------------| |
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| CPU energy (kWh) | [No CPU] | |
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| Emissions (Co2eq in kg) | [More Information Needed] | |
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## Note |
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20 May 2024 |
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## My Config |
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| Config | Value | |
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|--------------------------|-----------------| |
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| checkpoint | albert-base-v2 | |
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| model_name | ft_bs16_1lr6_base_x8 | |
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| sequence_length | 400 | |
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| num_epoch | 20 | |
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| learning_rate | 1e-06 | |
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| batch_size | 16 | |
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| weight_decay | 0.0 | |
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| warm_up_prop | 0.0 | |
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| drop_out_prob | 0.1 | |
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| packing_length | 100 | |
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| train_test_split | 0.2 | |
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| num_steps | 108600 | |
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## Training and Testing steps |
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Epoch | Train Loss | Test Loss | Accuracy | Recall |
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---|---|---|---|--- |
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| 0 | 0.523328 | 0.476205 | 0.776141 | 0.906442 | |
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| 1 | 0.431474 | 0.413639 | 0.813697 | 0.866564 | |
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| 2 | 0.384488 | 0.402209 | 0.823270 | 0.897239 | |
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| 3 | 0.353091 | 0.387237 | 0.822533 | 0.800613 | |
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| 4 | 0.328723 | 0.390632 | 0.836524 | 0.918712 | |
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| 5 | 0.314824 | 0.373720 | 0.835052 | 0.848160 | |
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| 6 | 0.299005 | 0.389435 | 0.810751 | 0.750000 | |
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| 7 | 0.289835 | 0.386018 | 0.835052 | 0.860429 | |
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| 8 | 0.273817 | 0.388888 | 0.829897 | 0.814417 | |
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| 9 | 0.257712 | 0.386943 | 0.837997 | 0.871166 | |
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| 10 | 0.236881 | 0.410112 | 0.832842 | 0.855828 | |
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| 11 | 0.218910 | 0.429738 | 0.820324 | 0.837423 | |
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| 12 | 0.207044 | 0.461636 | 0.832106 | 0.891104 | |
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| 13 | 0.192752 | 0.454077 | 0.817378 | 0.828221 | |
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| 14 | 0.167404 | 0.477347 | 0.802651 | 0.754601 | |
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| 15 | 0.146702 | 0.511787 | 0.810751 | 0.875767 | |
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| 16 | 0.134885 | 0.540342 | 0.814433 | 0.858896 | |
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| 17 | 0.118554 | 0.552969 | 0.807069 | 0.802147 | |
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| 18 | 0.105443 | 0.596917 | 0.805596 | 0.803681 | |
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