comaniac commented on a change in pull request #10810:
URL: https://github.com/apache/tvm/pull/10810#discussion_r837095616
##########
File path: tests/python/unittest/test_meta_schedule_integration.py
##########
@@ -103,11 +103,109 @@ def test_meta_schedule_integration_extract_from_resnet():
]
]
- assert len(extracted_tasks) == 20
+ assert len(extracted_tasks) == len(expected_task_names)
for t in extracted_tasks:
assert t.task_name in expected_task_names, t.task_name
+@requires_torch
+def test_meta_schedule_integration_extract_from_bert_base():
+ expected = {
+ "fused_nn_dense_2": (
+ 12,
+ [[64, 3072], [768, 3072], [64, 768]],
+ ),
+ "fused_nn_dense": (
+ 48,
+ [[64, 768], [768, 768], [64, 768]],
+ ),
+ "fused_nn_dense_1": (
+ 12,
+ [[64, 768], [3072, 768], [64, 3072]],
+ ),
+ "fused_subtract_add_sqrt_divide_multiply_add": (
+ 25,
+ [[1, 64, 768], [1, 64, 1], [1, 64, 1], [768], [768], [1, 64, 768]],
+ ),
+ "fused_nn_batch_matmul": (
+ 24,
+ [[12, 64, 64], [12, 64, 64], [12, 64, 64]],
+ ),
+ "fused_reshape_add_add": (
+ 24,
+ [[64, 768], [768], [1, 64, 768], [1, 64, 768]],
+ ),
+ "fused_variance": (
+ 25,
+ [[1, 64, 768], [1, 64, 1], [1, 64, 1]],
+ ),
+ "fused_mean": (
+ 25,
+ [[1, 64, 768], [1, 64, 1]],
+ ),
+ "fused_reshape_add_reshape_transpose_reshape": (
+ 12,
+ [[64, 768], [768], [12, 64, 64]],
+ ),
+ "fused_reshape_add_multiply_fast_erf_multiply_add_multiply_reshape": (
+ 12,
+ [[64, 3072], [3072], [64, 3072]],
+ ),
+ "fused_nn_fast_softmax": (
+ 12,
+ [[1, 12, 64, 64], [1, 12, 64, 64]],
+ ),
+ "fused_reshape_add_reshape_transpose_reshape_1": (
+ 24,
+ [[64, 768], [768], [12, 64, 64]],
+ ),
+ "fused_reshape_divide_add": (
+ 12,
+ [[12, 64, 64], [1, 1, 1, 64], [1, 12, 64, 64]],
+ ),
+ "fused_reshape_transpose_reshape": (
+ 12,
+ [[12, 64, 64], [64, 768]],
+ ),
+ "fused_nn_dense_add_fast_tanh": (
+ 1,
+ [[1, 768], [768, 768], [1, 768], [1, 768]],
+ ),
+ "fused_cast_take_add": (
+ 1,
+ [[1, 64], [30522, 768], [1, 64, 768], [1, 64, 768]],
+ ),
+ "fused_take": (
+ 1,
+ [[1, 64, 768], [1, 768]],
+ ),
+ "fused_reshape": (
+ 12,
+ [[1, 12, 64, 64], [12, 64, 64]],
+ ),
+ "fused_reshape_1": (
+ 24,
+ [[1, 64, 768], [64, 768]],
+ ),
+ }
+ mod, params, _ = get_network(
+ name="bert_base",
+ input_shape=[1, 64],
+ cache_dir="/root/cache-workloads",
Review comment:
Just check. Are we now assuming tests are executed with root (in
container)?
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