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Added offloading support FP8 attention #1131

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merged 5 commits into from
Sep 5, 2024
Merged

Added offloading support FP8 attention #1131

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0ef5803
Added offloading support FP8 attention
Aug 23, 2024
84857bb
Merge branch 'main' into main
ksivaman Sep 4, 2024
e59e4ba
Update transformer_engine/pytorch/attention.py
sanandaraj5597 Sep 4, 2024
e54c03b
Fix
ksivaman Sep 5, 2024
4e249fb
Merge branch 'main' into main
ksivaman Sep 5, 2024
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11 changes: 9 additions & 2 deletions transformer_engine/pytorch/attention.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5698,16 +5698,23 @@ def forward(
out_save = out_ret
fp8_tensors = (None, None, None, None, None, None)

ctx.fp8 = fp8 and int(os.getenv("NVTE_FP8_DPA_BWD", "1"))

from .cpu_offload import CPUOffloadEnabled

if CPUOffloadEnabled:
tensor_list = [q, k, v, out_save, cu_seqlens_q, cu_seqlens_kv]
if ctx.fp8:
tensor_list = fp8_tensors
else:
tensor_list = [q, k, v, out_save]

tensor_list.extend(aux_ctx_tensors)

qkv_layout = "sbhd_sbhd_sbhd"
for tensor in tensor_list:
if tensor is not None:
tensor.activation_offloading = True

ctx.fp8 = fp8 and int(os.getenv("NVTE_FP8_DPA_BWD", "1"))
ctx.is_input_fp8 = is_input_fp8
ctx.is_output_fp8 = is_output_fp8
qkvo_tensors = (q, k, v, out_save) if not ctx.fp8 else (None, None, None, None)
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