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Investigate low accuracy in Albert Masked LM #756

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ayerofieiev-tt opened this issue Feb 12, 2025 · 1 comment
Open

Investigate low accuracy in Albert Masked LM #756

ayerofieiev-tt opened this issue Feb 12, 2025 · 1 comment
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@ayerofieiev-tt
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ayerofieiev-tt commented Feb 12, 2025

1)albert_v2_base (accuracy 0.694):
1. low pcc at ttnn_tanh (0.9945167693107032) (created ticket: tenstorrent/tt-metal#17721)
2. PCC seems to gradually shrink to 0.694 result of a faulty tanh
2)albert_v2_large (accuracy: 0.2363122287623936):
1. low pcc at ttnn_tanh (0.994849691145142 in model and 0.9960485128140038 in unit test provided in created ticket) (created ticket: tenstorrent/tt-metal#17840)
2. Accuracy unusually small (0.236), when compared to large and base (investigating further!)
3)albert_v2_xlarge (accuracy: 0.5342303226987013):
1. low pcc at ttnn_tanh (0.9933987640618709 in model and 0.9942273950085615 in unit test provided in created ticket) (created ticket: tenstorrent/tt-metal#17841)
2. PCC seems to gradually shrink to 0.53 as a result of a faulty tanh]

@ayerofieiev-tt ayerofieiev-tt changed the title Investigate low accuracy in albert/albert-xlarge-v2 Investigate low accuracy in Albert Masked LM Feb 12, 2025
@ayerofieiev-tt ayerofieiev-tt moved this from Todo to In Progress in PyTorch 2.0 TT-NN Compiler Feb 12, 2025
@ayerofieiev-tt ayerofieiev-tt moved this from In Progress to Done in PyTorch 2.0 TT-NN Compiler Feb 12, 2025
@ayerofieiev-tt ayerofieiev-tt closed this as completed by moving to Done in PyTorch 2.0 TT-NN Compiler Feb 12, 2025
@ayerofieiev-tt ayerofieiev-tt moved this from Done to In Progress in PyTorch 2.0 TT-NN Compiler Feb 12, 2025
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