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####### llm profiler ############ | |
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FLOPS_EFFICIENCY = 1.0 # FLOPS efficiency achieved by Megatron-LM is ~0.5 for LLM training | |
HBM_MEMORY_EFFICIENCY = 1 # GPU HBM memory efficiency | |
INTRA_NODE_MEMORY_EFFICIENCY = 1.0 # intra-node (nvlink) memory efficiency | |
INTER_NODE_MEMORY_EFFICIENCY = 1.0 # inter-node memory efficiency | |
NUM_GPUS_PER_NODE = 8 # number of GPUs per node | |
TOLERANCE = 0.01 # tolerance for floating point comparisons | |
BITS_PER_BYTE = 8 # number of bits in a byte | |
BITS_FP32 = 32 # number of bits in FP32 data type | |
BITS_FP16 = 16 # number of bits in FP16 data type | |
BITS_INT8 = 8 # number of bits in INT8 data type | |
BITS_INT4 = 4 # number of bits in INT4 data type | |
BYTES_FP32 = BITS_FP32 // BITS_PER_BYTE # number of bytes in FP32 data type | |
BYTES_FP16 = BITS_FP16 // BITS_PER_BYTE # number of bytes in FP16 data type | |
BYTES_INT8 = BITS_INT8 // BITS_PER_BYTE # number of bytes in INT8 data type | |
BYTES_INT4 = BITS_INT4 // BITS_PER_BYTE # number of bytes in INT4 data type | |
PRINT_LINE_WIDTH = 100 | |
GPUS = [1, 2, 4, 8] |