Enable SNIP on multiple cards using DeepSpeed ZeRO-3 #1492
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Signed-off-by: yiliu30 <[email protected]>
Signed-off-by: test <test@[email protected]>
Signed-off-by: test <test@[email protected]>
Signed-off-by: yliu <test@[email protected]>
Signed-off-by: yliu <test@[email protected]>
Signed-off-by: Yi <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
Signed-off-by: yiliu30 <[email protected]>
yiliu30
changed the title
Signed-off-by: Yi <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
Signed-off-by: Yi <[email protected]>
for more information, see https://pre-commit.ci
Signed-off-by: Yi <[email protected]>
for more information, see https://pre-commit.ci
WeiweiZhang1
approved these changes
Jan 10, 2024
Signed-off-by: yiliu30 <[email protected]>
lkk12014402
approved these changes
Jan 12, 2024
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Type of Change
Feature and example.
API changed: None
Description
The DeepSpeed Zero will convert the module's parameters into ds_param and override some parameter properties, such as
shape, andgrad. Togetandsetthese properties, we need to use the debug APIs provided by DeepSpeed.This PR updates the
param.shapeandparam = new_tensorwithsafe_get_xxandsafe_set_xxaccordingly, automatically calling the DeepSpeed debug APIs when using DeepSpeed.How has this PR been tested?
Pre-CI and local test.
Dependency Change?
To run examples, DeepSpeed >= 0.12.4 is required.