Bug fixes and Llama 2 inference support

This release:

• adds group query attention (GQA) support
• changes the activation memory calculation in inference to assume maximum tensor buffer
• fixes the kv cache size calculation
• adds a gpu cost analysis in the inference
• adds llama2 inference case study