Feat/metax conv softmax#1409
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Implement convolution and softmax operators for Metax backend. - Conv: Uses mcDNN library for standard paths plus custom MACA kernels for 2D direct conv and 3D patch embed optimizations. - Softmax: Implements custom kernel using warp/block reduction for high throughput. - Types: Supports FP16, BF16, and FP32 for both operators.
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