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Results reported by edgeR are always log2 so, yes, logFC is the same as log2FC in edgeR.
The use of base2 for log-fold-changes is usual practice in the bioinformatics literature and in most Bioconductor packages.
edgeR uses loge internally, but results are always converted to log2 for reporting.