For ci testing #3007
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For ci testing #3007
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Implement tensor decompression in op fully_connected. Extend tests to validate operation on compressed tensors. Fix the effect on memory_arena_threshold_test by setting a different expected value for the persistent buffer allocation when compression is configured in. The allocation was allowed to vary by 3%; however, compression adds ~10%. Set the expected value to the measured value when compression is configured in. BUG=part of tensorflow#2636
Implement tensor decompression in op concatenation. Extend tests to validate operation on compressed tensors. BUG=part of tensorflow#2636
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Implement tensor decompression in op conv. Extend tests to validate operation on compressed tensors. BUG=part of tensorflow#2636
Implement tensor decompression in op depthwise conv. Extend tests to validate operation on compressed tensors. BUG=part of tensorflow#2636
Implement tensor decompression in op transpose conv. Extend tests to validate operation on compressed tensors. BUG=part of tensorflow#2636
Add `AllocateCompressedTensorsList` method to manage compressed tensor allocations. Update `RecordedAllocationType` to include `kCompressionData` for tracking compression-related allocations. Add `TestCompressedModel` test case to validate compressed tensor allocation functionality. BUG=part of tensorflow#2636
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