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nvfp4-megamoe-kernel/tests/unit/test_layer_schedule.py

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"""Tests for layer schedule — pure data, no kernels, no tensors."""
from dsv4.model.config import DSV4Config
from dsv4.model.layer_schedule import (
AttentionType, FFNType, RouterMode,
LayerSpec, build_schedule, validate_schedule,
)
def test_flash_schedule():
config = DSV4Config.flash()
schedule = build_schedule(config)
validate_schedule(schedule, config)
assert len(schedule) == 43
# First two layers: SWA + hash routing
assert schedule[0].attn == AttentionType.SWA
assert schedule[1].attn == AttentionType.SWA
assert schedule[0].router_mode == RouterMode.HASH
assert schedule[1].router_mode == RouterMode.HASH
# Layer 2: CSA + hash routing (last hash layer)
assert schedule[2].attn == AttentionType.CSA
assert schedule[2].router_mode == RouterMode.HASH
# Layer 3: HCA + dense routing (first dense layer)
assert schedule[3].attn == AttentionType.HCA
assert schedule[3].router_mode == RouterMode.DENSE
# Alternation continues
assert schedule[4].attn == AttentionType.CSA
assert schedule[5].attn == AttentionType.HCA
# All layers are MoE
for spec in schedule:
assert spec.ffn == FFNType.MOE
def test_pro_schedule():
config = DSV4Config.pro()
schedule = build_schedule(config)
validate_schedule(schedule, config)
assert len(schedule) == 61
# First two layers: HCA + hash routing
assert schedule[0].attn == AttentionType.HCA
assert schedule[1].attn == AttentionType.HCA
assert schedule[0].router_mode == RouterMode.HASH
# Layer 2: CSA + hash routing
assert schedule[2].attn == AttentionType.CSA
assert schedule[2].router_mode == RouterMode.HASH
# Layer 3: HCA + dense routing
assert schedule[3].attn == AttentionType.HCA
assert schedule[3].router_mode == RouterMode.DENSE
def test_layer_spec_frozen():
"""LayerSpec is frozen — mutation should raise."""
config = DSV4Config.flash()
spec = build_schedule(config)[0]
try:
spec.attn = AttentionType.HCA
assert False, "should have raised"
except AttributeError:
pass
def test_schedule_indices_match():
"""Each LayerSpec.layer_idx matches its position in the list."""
config = DSV4Config.flash()
schedule = build_schedule(config)
for i, spec in enumerate(schedule):
assert spec.layer_idx == i
if __name__ == "__main__":
test_flash_schedule()
test_pro_schedule()
test_layer_spec_frozen()
test_schedule_indices_match()
print("All schedule tests passed")