yuchaoli commented on a change in pull request #8065:
URL: https://github.com/apache/tvm/pull/8065#discussion_r634076852
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File path: python/tvm/topi/sparse/utils.py
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@@ -116,11 +170,187 @@ def convert_model_dense_to_sparse(mod, params,
random_params=False, bs_r=1, bs_c
Dict[Srting, tvm.nd.array]
The updated parameters.
"""
+
mod, params = ddo.simplify_fc_transpose.convert(mod["main"], params)
if random_params:
# Manually replace the parameters of dense model to sparse tensors
params = random_sparse_dense_params(mod, params, bs_r=bs_r, bs_c=bs_c,
density=1 - sparsity)
+ params = random_sparse_conv2d_params(
+ mod, params, bs_r=bs_r, bs_c=bs_c, density=1 - sparsity,
layout=layout
+ )
# Currently we only support to conver dense matmul to sparse dense matmul
Review comment:
Done.
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