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https://github.com/comfyanonymous/ComfyUI.git
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Lint all unused variables (#5989)
* Enable F841 * Autofix * Remove all unused variable assignment
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@@ -157,8 +157,6 @@ def attention_sub_quad(query, key, value, heads, mask=None, attn_precision=None,
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b, _, dim_head = query.shape
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dim_head //= heads
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scale = dim_head ** -0.5
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if skip_reshape:
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query = query.reshape(b * heads, -1, dim_head)
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value = value.reshape(b * heads, -1, dim_head)
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@@ -177,9 +175,8 @@ def attention_sub_quad(query, key, value, heads, mask=None, attn_precision=None,
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bytes_per_token = torch.finfo(query.dtype).bits//8
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batch_x_heads, q_tokens, _ = query.shape
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_, _, k_tokens = key.shape
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qk_matmul_size_bytes = batch_x_heads * bytes_per_token * q_tokens * k_tokens
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mem_free_total, mem_free_torch = model_management.get_free_memory(query.device, True)
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mem_free_total, _ = model_management.get_free_memory(query.device, True)
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kv_chunk_size_min = None
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kv_chunk_size = None
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@@ -230,7 +227,6 @@ def attention_split(q, k, v, heads, mask=None, attn_precision=None, skip_reshape
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scale = dim_head ** -0.5
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h = heads
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if skip_reshape:
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q, k, v = map(
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lambda t: t.reshape(b * heads, -1, dim_head),
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