f8c55db33c47a4a71d949f690a521d6a74aaef47,python/tvm/relay/frontend/tflite.py,OperatorConverter,convert_conv,#OperatorConverter#Any#Any#,1941
Before Change
padding = conv_options.Padding()
fused_activation_fn = conv_options.FusedActivationFunction()
_, input_h, input_w, input_c = to_int_list(input_tensor.tensor.ShapeAsNumpy())
if is_depthwise_conv:
// TFLite depthwise convolution kernel layout is:
After Change
assert in_channels == input_c * depth_multiplier
else:
output_channels, kernel_h, kernel_w, _ = to_int_list(
self.get_tensor_shape(weight_tensor)
)
dilated_kernel_h = dilation_h * (kernel_h - 1) + 1
dilated_kernel_w = dilation_w * (kernel_w - 1) + 1
In pattern: SUPERPATTERN
Frequency: 9
Non-data size: 3
Instances
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_conv
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_slice
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_pool2d
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_matrix_diag
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: get_tensor_value
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_transpose_conv
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_fully_connected
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_strided_slice
Project Name: apache/incubator-tvm
Commit Name: f8c55db33c47a4a71d949f690a521d6a74aaef47
Time: 2021-01-19
Author: dmitriy.smirnov@arm.com
File Name: python/tvm/relay/frontend/tflite.py
Class Name: OperatorConverter
Method Name: convert_gather