ekalda commented on code in PR #11250:
URL: https://github.com/apache/tvm/pull/11250#discussion_r873863778
##########
python/tvm/autotvm/task/dispatcher.py:
##########
@@ -178,6 +178,50 @@ def update(self, target, workload, cfg):
self._config = cfg
+class ApplyFixedConfig(DispatchContext):
+ """Apply a config of a deterministic schedule.
+
+ Parameters
+ ----------
+ tasks : list[tvm.autotvm.task.task.Task]
+ List of autoTVM tasks.
+ schedule_name : str
+ Name of schedule to use.
+ """
+
+ def __init__(self, tasks, schedule_name: str):
+ super(ApplyFixedConfig, self).__init__()
+ self._schedule_name = schedule_name
+ self._tasks = tasks
+ self.workload = None
+
+ def _query_inside(self, target, workload):
+ """Override query"""
+ self.workload = workload
+
+ # Creat a config from correct task
Review Comment:
nit:
```suggestion
# Create a config from correct task
```
##########
python/tvm/micro/testing/aot_test_utils.py:
##########
@@ -708,31 +708,52 @@ def compile_models(
compiled_mods = list()
for model in models:
- with tvm.transform.PassContext(opt_level=3, config=config):
- # TODO(Mousius) - Remove once executor/runtime are fully removed
from Target
- if use_runtime_executor:
- executor_factory = tvm.relay.build(
- model.module,
- target,
- executor=executor,
- runtime=runtime,
- workspace_memory_pools=workspace_memory_pools,
- params=model.params,
- mod_name=model.name,
- )
- compiled_mods.append(
- AOTCompiledTestModel(model=model,
executor_factory=executor_factory)
- )
- else:
- executor_factory = tvm.relay.build(
- model.module,
- tvm.target.Target(target, host=target),
- params=model.params,
- mod_name=model.name,
- )
- compiled_mods.append(
- AOTCompiledTestModel(model=model,
executor_factory=executor_factory)
- )
+ if schedule_name:
+ # Testing with deterministic schedule
+ task_list = autotvm.task.extract_from_program(
+ model.module, target=target, params=model.params
+ )
+ with tvm.autotvm.apply_fixed_config(task_list, schedule_name):
+ with tvm.transform.PassContext(opt_level=3, config=config):
+ if use_runtime_executor:
+ executor_factory = tvm.relay.build(
+ model.module,
+ target,
+ executor=executor,
+ runtime=runtime,
+ workspace_memory_pools=workspace_memory_pools,
+ params=model.params,
+ mod_name=model.name,
+ )
+ compiled_mods.append(
+ AOTCompiledTestModel(model=model,
executor_factory=executor_factory)
+ )
Review Comment:
Missing else block?
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