roberta-base-squad2 / ipu_config.json
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Fix: embedding serialization factor >= 1
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{
"device_iterations": 1,
"embedding_serialization_factor": 1,
"enable_half_first_order_momentum": true,
"enable_half_partials": true,
"executable_cache_dir": "./exe_cache",
"gradient_accumulation_steps": 16,
"inference_device_iterations": 5,
"inference_replication_factor": 4,
"ipus_per_replica": 4,
"layers_per_ipu": [
0,
4,
4,
4
],
"matmul_proportion": [
0.25
],
"optimizer_state_offchip": false,
"optimum_version": "0.1.2",
"output_mode": "final",
"profile_dir": "",
"recompute_checkpoint_every_layer": true,
"replicated_tensor_sharding": true,
"replication_factor": 4,
"seed": 1984,
"use_popdist": false
}