Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Original file line number Diff line number Diff line change
@@ -0,0 +1,50 @@
# The name for the entire test suite run.
suite_name: "P2P CheckpointManager Benchmark"

mesh_configs:
- mesh_axes: ["data", "stage", "fsdp", "fsdp_transpose", "sequence", "tensor", "expert", "autoregressive"]
# ICI: Within a slice. Assuming 8 devices per slice.
# DCN: Across slices.
ici_parallelism: {"fsdp": 1, "tensor": 1, "data": 1}
dcn_parallelism: {"data": 1} # num_slices on the axis at replica_axis_index
process_is_granule: true
- mesh_axes: ["data", "model", "tensor", "fsdp"]
ici_parallelism: {"data": 1, "model": 1}
dcn_parallelism: {"data": 4, "model": 1}
- mesh_axes: ["data", "model", "tensor", "fsdp"]
ici_parallelism: {"data": 1, "model": 16}
dcn_parallelism: {"data": 2, "model": 1}
allow_split_physical_axes: true
- mesh_axes: ["data", "model", "tensor", "fsdp"]
ici_parallelism: {"data": 2, "model": 8}
dcn_parallelism: {"data": 2, "model": 1}
allow_split_physical_axes: true
- mesh_axes: ["data", "model", "tensor", "fsdp"]
ici_parallelism: {"data": 2, "model": 4}
dcn_parallelism: {"data": 2, "model": 1}
allow_split_physical_axes: true

checkpoint_config:
spec:
a_1d: {dtype: "float32", shape: [32], sharding: [null]}
b_1d: {dtype: "float32", shape: [32], sharding: ["tensor"]}
c_2d: {dtype: "float32", shape: [32, 32], sharding: [null, "tensor"]}
d_2d: {dtype: "float32", shape: [32, 32], sharding: ["tensor", null]}
e_2d: {dtype: "float32", shape: [32, 32], sharding: ["tensor", "fsdp"]}
f_2d: {dtype: "float32", shape: [32, 32], sharding: ["fsdp", "tensor"]}
g_2d: {dtype: "float32", shape: [32, 32], sharding: [null, null]}
h_3d: {dtype: "float32", shape: [32, 32, 32], sharding: ["tensor", null, "fsdp"]}
i_3d: {dtype: "float32", shape: [32, 32, 32], sharding: [null, null, "tensor"]}
j_3d: {dtype: "float32", shape: [32, 32, 32], sharding: [null, null, "fsdp"]}
k_3d: {dtype: "float32", shape: [32, 32, 32], sharding: [null, null, null]}
custom_array: {dtype: "float32", shape: [8192, 64], sharding: ["tensor", null]}

benchmarks:
- generator: "orbax.checkpoint._src.testing.benchmarks.p2p_checkpoint_manager_benchmark.P2pCheckpointManagerBenchmark"
options:
persistent_save_interval_steps: [2]
persistent_max_to_keep: [5]
local_save_interval_steps: [2]
local_max_to_keep: 2
replica_axis_index: 0
train_steps: 5
Original file line number Diff line number Diff line change
Expand Up @@ -159,6 +159,11 @@ def run(self, repeat_index: int | None = None) -> TestResult:
path = directory_setup.setup_test_directory(
self.name, self.output_dir, repeat_index
)
local_path = None
if self.local_directory is not None:
local_path = epath.Path(self.local_directory) / name
if repeat_index is not None:
local_path = local_path / f"repeat_{repeat_index}"

with benchmark_metrics.measure(
"sync_global_processes:benchmark:setup_test_directory"
Expand All @@ -185,7 +190,7 @@ def run(self, repeat_index: int | None = None) -> TestResult:
options=self.options,
mesh=self.mesh,
repeat_index=repeat_index,
local_path=self.local_directory,
local_path=local_path,
)

test_context_summary = self._build_test_context_summary(context)
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -40,8 +40,8 @@ def setup_test_directory(
path = path / f"repeat_{repeat_index}"
logging.info("Setting up test directory at: %s", path)
if multihost.get_process_index() == 0:
if path.exists():
if path.exists() and not base_path.startswith("gs://"):
logging.warning("Test directory %s already exists. Deleting it.", path)
path.rmtree()
path.mkdir(parents=True, exist_ok=False)
path.mkdir(parents=True, exist_ok=True)
return path
Loading
Loading