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[Auto_Parallel] Reconstruct Llama2 unittest cases for CI execution #60637

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merged 1 commit into from
Jan 9, 2024
Merged

[Auto_Parallel] Reconstruct Llama2 unittest cases for CI execution #60637

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88 changes: 79 additions & 9 deletions test/auto_parallel/hybrid_strategy/test_semi_auto_parallel_llama_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -44,14 +44,35 @@ def test_simple_net_hybrid_strategy(self):
)


class TestSemiAutoParallelLlama2D(test_base.CommunicationTestDistBase):
class TestSemiAutoParallelLlama2DBase(test_base.CommunicationTestDistBase):
def setUp(self):
super().setUp(num_of_devices=4, timeout=400, nnode=1)
self._default_envs = {"dp": "2", "mp": "2", "pp": "1", "acc_step": "2"}
self._changeable_envs = {
"backend": ["gpu"],
"use_sp": ["true", "false"],
"recompute": ["true", "false"],
"use_sp": ["false"],
"recompute": ["false"],
}

def test_simple_net_hybrid_strategy(self):
envs_list = test_base.gen_product_envs_list(
self._default_envs, self._changeable_envs
)
for envs in envs_list:
self.run_test_case(
"semi_auto_llama.py",
user_defined_envs=envs,
)


class TestSemiAutoParallelLlama2DTest(test_base.CommunicationTestDistBase):
def setUp(self):
super().setUp(num_of_devices=4, timeout=400, nnode=1)
self._default_envs = {"dp": "2", "mp": "2", "pp": "1", "acc_step": "2"}
self._changeable_envs = {
"backend": ["gpu"],
"use_sp": ["true"],
"recompute": ["true"],
"recompute_granularity": ["full", "full_attn", "core_attn"],
}

Expand All @@ -66,15 +87,37 @@ def test_simple_net_hybrid_strategy(self):
)


class TestSemiAutoParallelLlama3D(test_base.CommunicationTestDistBase):
class TestSemiAutoParallelLlama3DBase(test_base.CommunicationTestDistBase):
def setUp(self):
super().setUp(num_of_devices=8, timeout=200, nnode=1)
self._default_envs = {"dp": "2", "mp": "2", "pp": "2", "acc_step": "2"}
self._changeable_envs = {
"backend": ["gpu"],
"use_sp": ["true", "false"],
"use_param_group": ["false", "true"],
"recompute": ["true", "false"],
"use_sp": ["false"],
"use_param_group": ["false"],
"recompute": ["false"],
}

def test_simple_net_hybrid_strategy(self):
envs_list = test_base.gen_product_envs_list(
self._default_envs, self._changeable_envs
)
for envs in envs_list:
self.run_test_case(
"semi_auto_llama.py",
user_defined_envs=envs,
)


class TestSemiAutoParallelLlama3DTest(test_base.CommunicationTestDistBase):
def setUp(self):
super().setUp(num_of_devices=8, timeout=200, nnode=1)
self._default_envs = {"dp": "2", "mp": "2", "pp": "2", "acc_step": "2"}
self._changeable_envs = {
"backend": ["gpu"],
"use_sp": ["true"],
"use_param_group": ["true"],
"recompute": ["true"],
"recompute_granularity": ["full", "full_attn", "core_attn"],
}

Expand All @@ -89,7 +132,34 @@ def test_simple_net_hybrid_strategy(self):
)


class TestSemiAutoParallelLlamaACC(test_base.CommunicationTestDistBase):
class TestSemiAutoParallelLlamaACCBase(test_base.CommunicationTestDistBase):
def setUp(self):
super().setUp(num_of_devices=8, timeout=200, nnode=1)
self._default_envs = {
"dp": "2",
"mp": "2",
"pp": "2",
"acc_step": "1",
"FLAGS_embedding_deterministic": "1",
"FLAGS_cudnn_deterministic": "1",
}
self._changeable_envs = {
"backend": ["gpu"],
"recompute": ["false"],
}

def test_simple_net_hybrid_strategy_acc(self):
envs_list = test_base.gen_product_envs_list(
self._default_envs, self._changeable_envs
)
for envs in envs_list:
self.run_test_case(
"semi_auto_llama.py",
user_defined_envs=envs,
)


class TestSemiAutoParallelLlamaACCTest(test_base.CommunicationTestDistBase):
def setUp(self):
super().setUp(num_of_devices=8, timeout=200, nnode=1)
self._default_envs = {
Expand All @@ -102,7 +172,7 @@ def setUp(self):
}
self._changeable_envs = {
"backend": ["gpu"],
"recompute": ["true", "false"],
"recompute": ["true"],
"recompute_granularity": ["full", "full_attn", "core_attn"],
}

Expand Down