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2024-04-29 02:02:38 - INFO : Use taylor pruner... |
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2024-04-29 02:02:38 - INFO : Pruning Attention Layer = [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29] |
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2024-04-29 02:02:38 - INFO : Pruning MLP Layer = [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29] |
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2024-04-29 02:02:41 - INFO : Start Pruning |
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2024-04-29 02:02:51 - INFO : Start Backwarding in iterative steps = 0... |
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2024-04-29 02:02:59 - INFO : Loss = 3.7534372806549072 |
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2024-04-29 02:03:22 - INFO : After Iter 1/1, |
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2024-04-29 02:03:22 - INFO : |
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2024-04-29 02:03:47 - INFO : |
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==================Generation Results After Pruning================ |
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2024-04-29 02:03:50 - INFO : <s> I believe the meaning of life is to continue to grow and evolve in the face of an ever-changing world. To do this, it is important to have a strong sense of self and a deep connection to your inner self. It is also important to seek out experiences and relationships that challenge you and bring you growth, and to be open to learning from your mistakes.</s> |
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2024-04-29 02:03:53 - INFO : <s>Simply put, the theory of relativity states that 3-dimensional space, and time itself, is curved due to the presence of mass and energy. |
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The curvature of space-time is created by the energy of a massive object and it also describes the way in which the path of an object is affected by the presence of a gravitational field. The effect of this curvature on light is one of the primary phenomena observed in the universe and is called gravitational lensing. |
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The theory was first proposed by Albert Einstein in 1905 and it has been confirmed by experiments and observations |
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2024-04-29 02:03:56 - INFO : <s>Building a website can be done in 10 simple steps: |
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1. Determine the purpose of your website. This will help you clarify your goals and focus your efforts. |
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2. Choose a domain name for your website. This should be simple and easy to remember. |
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3. Find a website hosting service that will provide you with the storage space and bandwidth needed to make your website available to visitors. |
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4. Choose a website design or template that you like and that will reflect the purpose of your website. You can choose one of the many templates available or hire a designer to customize one |
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2024-04-29 02:03:56 - INFO : <s> Tweet: "I hate it when my phone battery dies." |
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Sentiment: Negative |
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Tweet: "My day has been 👍" |
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Sentiment: Positive |
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Tweet: "This is the link to the article" |
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Sentiment: Neutral |
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Tweet: "This new music video was incredibile" |
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Sentiment: Positive |
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Read</s> |
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2024-04-29 02:03:56 - INFO : <s> Translate English to French: |
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sea otter => loutre de mer |
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peppermint => menthe poivrée |
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plush girafe => girafe peluche |
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cheese => fromage</s> |
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2024-04-29 02:03:56 - INFO : |
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==================Finish================ |
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2024-04-29 02:06:04 - INFO : PPL after pruning: {'wikitext2': 25.44013703364339, 'ptb': 90.7231444115574} |
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2024-04-29 02:06:04 - INFO : Memory Requirement: 10926.8056640625 MiB |
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