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[Auto Scheduler]add task name during printing table info #11098

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Merged
masahi merged 5 commits into from
Apr 23, 2022
Merged

[Auto Scheduler]add task name during printing table info #11098

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e2d700b
add task name during printing table info
Apr 22, 2022
10b2e9c
address comments and fix lint
Apr 22, 2022
1c86fda
better look
Apr 22, 2022
3cb327c
fix linting
Apr 22, 2022
7a27aae
fix linting again
Apr 22, 2022
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22 changes: 18 additions & 4 deletions python/tvm/auto_scheduler/task_scheduler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -577,8 +577,15 @@ def pre_tune(self, task_scheduler, task_id):
return

_ffi_api.PrintTitle("Task Scheduler")
print("| ID | Latency (ms) | Speed (GFLOPS) | Trials |")
print("-------------------------------------------------")
print(
"| ID "
"| Task Description "
"| Latency (ms) | Speed (GFLOPS) | Trials |"
)
print(
"----------------------------------------------------------------"
"-------------------------------------------------"
)

# content
for i in range(len(task_scheduler.tasks)):
Expand All @@ -588,15 +595,22 @@ def pre_tune(self, task_scheduler, task_id):
if task_scheduler.best_costs[i] < 1e9
else "-"
)
task_desc = task_scheduler.tasks[i].desc
speed_str = (
"%.2f"
% (task_scheduler.tasks[i].compute_dag.flop_ct / task_scheduler.best_costs[i] / 1e9)
if task_scheduler.best_costs[i] < 1e9
else "-"
)
trials_str = "%d" % (task_scheduler.task_cts[i] * task_scheduler.num_measures_per_round)
print("| %4s | %12s | % 14s | %6s |" % (id_str, latency_str, speed_str, trials_str))
print("-------------------------------------------------")
print(
"| %4s | %61s | %12s | % 14s | %6s |"
% (id_str, task_desc, latency_str, speed_str, trials_str)
)
print(
"----------------------------------------------------------------"
"-------------------------------------------------"
)

# overall info
if all(cost < 1e9 for cost in task_scheduler.best_costs):
Expand Down