Update gemma.py

This commit is contained in:
Daniel Han-Chen 2024-02-26 04:36:10 +11:00
commit ae336e9663

View file

@ -92,7 +92,8 @@ class FastGemmaRotaryEmbedding(torch.nn.Module):
position_ids = torch.arange(self.max_position_embeddings, device=x.device, dtype=torch.int64).unsqueeze(0)
inv_freq_expanded = self.inv_freq[None, :, None].float().expand(1, -1, 1)
position_ids_expanded = position_ids[:, None, :].float()
freqs = (inv_freq_expanded @ position_ids_expanded).transpose(1, 2)
with torch.autocast(enabled = False):
freqs = (inv_freq_expanded @ position_ids_expanded).transpose(1, 2)
emb = torch.cat((freqs, freqs), dim=-1)
self.cos_cached = emb.cos().to(dtype=x.dtype)
self.sin_cached = emb.sin().to(dtype=x.dtype)
@ -106,13 +107,6 @@ class FastGemmaRotaryEmbedding(torch.nn.Module):
cos_cached = emb.cos().to(dtype=x.dtype)
sin_cached = emb.sin().to(dtype=x.dtype)
print(position_ids)
print(inv_freq_expanded)
print(position_ids_expanded)
print(freqs)
print(self.cos_cached2)
raise 1
# return self.cos_cached[:,:length], self.sin_cached[:,:length]
return self.cos_cached, self.sin_cached
pass