[TFLite] Support for BATCH_MATMUL tflite operator#14423
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masahi merged 4 commits intoapache:mainfrom Mar 30, 2023
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Adds support for BATCH_MATMUL operator in the TFLite frontend. Adds a test that checks supported TFLite types.
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leandron
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Mar 30, 2023
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LGTM, thanks @neildhickey!
xiaosibai
reviewed
Apr 10, 2023
| rank_diff = rank_a - rank_b | ||
| new_b_shape = _op.concatenate( | ||
| [ | ||
| _expr.const([1] * rank_diff, dtype=_infer_type(b_shape).checked_type.dtype), |
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the "b_shape" here is a mistake? should be "shape_b"?
| rank_diff = rank_b - rank_a | ||
| new_a_shape = _op.concatenate( | ||
| [ | ||
| _expr.const([1] * rank_diff, dtype=_infer_type(a_shape).checked_type.dtype), |
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the "a_shape" here is a mistake? should be "shape_a"?
xiaosibai
reviewed
Apr 10, 2023
| ) | ||
| ) | ||
| if not tvm.ir.structural_equal(shape_a, a_broadcasted_shape): | ||
| input_a = _op.transform.broadcast_to(a, a_broadcasted_shape) |
| if not tvm.ir.structural_equal(shape_a, a_broadcasted_shape): | ||
| input_a = _op.transform.broadcast_to(a, a_broadcasted_shape) | ||
| if not tvm.ir.structural_equal(shape_b, b_broadcasted_shape): | ||
| input_b = _op.transform.broadcast_to(b, b_broadcasted_shape) |
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Adds support for BATCH_MATMUL operator in the TFLite frontend.
Adds a test that checks supported TFLite types.