group Root { class = Root group DSP Tests { class = DSPTests folder = DSP group Basic Tests { class = BasicTests folder = BasicMaths suite Basic Tests F32{ class = BasicTestsF32 folder = BasicMathsF32 Pattern INPUT1_F32_ID : Input1_f32.txt Pattern INPUT2_F32_ID : Input2_f32.txt Pattern REF_ADD_F32_ID : Reference1_f32.txt Pattern REF_SUB_F32_ID : Reference2_f32.txt Pattern REF_MULT_F32_ID : Reference3_f32.txt Pattern REF_NEGATE_F32_ID : Reference4_f32.txt Pattern REF_OFFSET_F32_ID : Reference5_f32.txt Pattern REF_SCALE_F32_ID : Reference6_f32.txt Pattern REF_DOT_3_F32_ID : Reference7_f32.txt Pattern REF_DOT_4N_F32_ID : Reference8_f32.txt Pattern REF_DOT_4N1_F32_ID : Reference9_f32.txt Pattern REF_ABS_F32_ID : Reference10_f32.txt Output OUT_SAMPLES_F32_ID : Output Output OUT_STATE_F32_ID : State Functions { Test nb=3 arm_add_f32:test_add_f32 Test nb=4n arm_add_f32:test_add_f32 Test nb=4n+1 arm_add_f32:test_add_f32 Test nb=3 arm_sub_f32:test_sub_f32 Test nb=4n arm_sub_f32:test_sub_f32 Test nb=4n+1 arm_sub_f32:test_sub_f32 Test nb=3 arm_mult_f32:test_mult_f32 Test nb=4n arm_mult_f32:test_mult_f32 Test nb=4n+1 arm_mult_f32:test_mult_f32 Test nb=3 arm_negate_f32:test_negate_f32 Test nb=4n arm_negate_f32:test_negate_f32 Test nb=4n+1 arm_negate_f32:test_negate_f32 Test nb=3 arm_offset_f32:test_offset_f32 Test nb=4n arm_offset_f32:test_offset_f32 Test nb=4n+1 arm_offset_f32:test_offset_f32 Test nb=3 arm_scale_f32:test_scale_f32 Test nb=4n arm_scale_f32:test_scale_f32 Test nb=4n+1 arm_scale_f32:test_scale_f32 Test nb=3 arm_dot_prod_f32:test_dot_prod_f32 Test nb=4n arm_dot_prod_f32:test_dot_prod_f32 Test nb=4n+1 arm_dot_prod_f32:test_dot_prod_f32 Test nb=3 arm_abs_f32:test_abs_f32 Test nb=4n arm_abs_f32:test_abs_f32 Test nb=4n+1 arm_abs_f32:test_abs_f32 } } } } group DSP Benchmarks { class = DSPBenchmarks folder = DSP group Basic Maths Benchmarks { class = BasicBenchmarks folder = BasicMaths suite BasicMaths Benchmarks F32 { class = BasicMathsBenchmarksF32 folder = BasicMathsF32 ParamList { NB Summary NB Names "NB Samples" Formula "NB" } Pattern INPUT1_F32_ID : Input1_f32.txt Pattern INPUT2_F32_ID : Input2_f32.txt Output OUT_SAMPLES_F32_ID : Output Params PARAM1_ID = { A = [16,32,64,128,256] } Functions { vec_mult_f32:vec_mult_f32 vec_add_f32:vec_add_f32 vec_sub_f32:vec_sub_f32 vec_abs_f32:vec_abs_f32 vec_negate_f32:vec_negate_f32 vec_offset_f32:vec_offset_f32 vec_scale_f32:vec_scale_f32 vec_dot_f32:vec_dot_f32 } -> PARAM1_ID } suite BasicMaths Benchmarks Q31 { class = BasicMathsBenchmarksQ31 folder = BasicMathsQ31 ParamList { NB Summary NB Names "NB Samples" Formula "NB" } Pattern INPUT1_Q31_ID : Input1_q31.txt Pattern INPUT2_Q31_ID : Input2_q31.txt Output OUT_SAMPLES_Q31_ID : Output Params PARAM1_ID = { A = [16,32,64,128,256] } Functions { vec_mult_q31:vec_mult_q31 vec_add_q31:vec_add_q31 vec_sub_q31:vec_sub_q31 vec_abs_q31:vec_abs_q31 vec_negate_q31:vec_negate_q31 vec_offset_q31:vec_offset_q31 vec_scale_q31:vec_scale_q31 vec_dot_q31:vec_dot_q31 } -> PARAM1_ID } } } group NN Tests { class = NNTests folder = NN suite Fully Connected { class = FullyConnected folder = FullyConnected // TestCase_[nbBatches]_[colDim]_[rowDim]_xxx_[testNb].txt // 1 Pattern INPUT1_S8_ID : TestCase_1_10_4_input_1.txt Pattern BIAS1_S8_ID : TestCase_1_10_4_bias_1.txt Pattern WEIGHT1_S8_ID : TestCase_1_10_4_weights_1.txt Pattern REF1_S8_ID : TestCase_1_10_4_output_1.txt // 2 Pattern INPUT19_S8_ID : TestCase_1_8_9_input_2.txt Pattern BIAS19_S8_ID : TestCase_1_8_9_bias_2.txt Pattern WEIGHT19_S8_ID : TestCase_1_8_9_weights_2.txt Pattern REF19_S8_ID : TestCase_1_8_9_output_2.txt // 3 Pattern INPUT2_S8_ID : TestCase_1_10_4_input_3.txt Pattern BIAS2_S8_ID : TestCase_1_10_4_bias_3.txt Pattern WEIGHT2_S8_ID : TestCase_1_10_4_weights_3.txt Pattern REF2_S8_ID : TestCase_1_10_4_output_3.txt // 4 Pattern INPUT3_S8_ID : TestCase_1_9_1_input_4.txt Pattern BIAS3_S8_ID : TestCase_1_9_1_bias_4.txt Pattern WEIGHT3_S8_ID : TestCase_1_9_1_weights_4.txt Pattern REF3_S8_ID : TestCase_1_9_1_output_4.txt // 5 Pattern INPUT4_S8_ID : TestCase_1_8_8_input_5.txt Pattern BIAS4_S8_ID : TestCase_1_8_8_bias_5.txt Pattern WEIGHT4_S8_ID : TestCase_1_8_8_weights_5.txt Pattern REF4_S8_ID : TestCase_1_8_8_output_5.txt // 6 Pattern INPUT5_S8_ID : TestCase_9_6_1_input_6.txt Pattern BIAS5_S8_ID : TestCase_9_6_1_bias_6.txt Pattern WEIGHT5_S8_ID : TestCase_9_6_1_weights_6.txt Pattern REF5_S8_ID : TestCase_9_6_1_output_6.txt // 7 Pattern INPUT6_S8_ID : TestCase_8_8_1_input_7.txt Pattern BIAS6_S8_ID : TestCase_8_8_1_bias_7.txt Pattern WEIGHT6_S8_ID : TestCase_8_8_1_weights_7.txt Pattern REF6_S8_ID : TestCase_8_8_1_output_7.txt // 8 Pattern INPUT7_S8_ID : TestCase_4_10_1_input_8.txt Pattern BIAS7_S8_ID : TestCase_4_10_1_bias_8.txt Pattern WEIGHT7_S8_ID : TestCase_4_10_1_weights_8.txt Pattern REF7_S8_ID : TestCase_4_10_1_output_8.txt // 9 Pattern INPUT8_S8_ID : TestCase_9_6_1_input_9.txt Pattern BIAS8_S8_ID : TestCase_9_6_1_bias_9.txt Pattern WEIGHT8_S8_ID : TestCase_9_6_1_weights_9.txt Pattern REF8_S8_ID : TestCase_9_6_1_output_9.txt // 10 Pattern INPUT9_S8_ID : TestCase_4_10_1_input_10.txt Pattern BIAS9_S8_ID : TestCase_4_10_1_bias_10.txt Pattern WEIGHT9_S8_ID : TestCase_4_10_1_weights_10.txt Pattern REF9_S8_ID : TestCase_4_10_1_output_10.txt // 11 Pattern INPUT10_S8_ID : TestCase_8_8_1_input_11.txt Pattern BIAS10_S8_ID : TestCase_8_8_1_bias_11.txt Pattern WEIGHT10_S8_ID : TestCase_8_8_1_weights_11.txt Pattern REF10_S8_ID : TestCase_8_8_1_output_11.txt // 12 Pattern INPUT11_S8_ID : TestCase_9_8_4_input_12.txt Pattern BIAS11_S8_ID : TestCase_9_8_4_bias_12.txt Pattern WEIGHT11_S8_ID : TestCase_9_8_4_weights_12.txt Pattern REF11_S8_ID : TestCase_9_8_4_output_12.txt // 13 Pattern INPUT12_S8_ID : TestCase_8_8_5_input_13.txt Pattern BIAS12_S8_ID : TestCase_8_8_5_bias_13.txt Pattern WEIGHT12_S8_ID : TestCase_8_8_5_weights_13.txt Pattern REF12_S8_ID : TestCase_8_8_5_output_13.txt // 14 Pattern INPUT13_S8_ID : TestCase_4_7_3_input_14.txt Pattern BIAS13_S8_ID : TestCase_4_7_3_bias_14.txt Pattern WEIGHT13_S8_ID : TestCase_4_7_3_weights_14.txt Pattern REF13_S8_ID : TestCase_4_7_3_output_14.txt // 15 Pattern INPUT14_S8_ID : TestCase_8_7_4_input_15.txt Pattern BIAS14_S8_ID : TestCase_8_7_4_bias_15.txt Pattern WEIGHT14_S8_ID : TestCase_8_7_4_weights_15.txt Pattern REF14_S8_ID : TestCase_8_7_4_output_15.txt Output OUTPUT1_S8_ID : Output1 Output TEMP1_S16_ID : Temp1 Output OUTPUT19_S8_ID : Output19 Output TEMP19_S16_ID : Temp19 Output OUTPUT2_S8_ID : Output2 Output TEMP2_S16_ID : Temp2 Output OUTPUT3_S8_ID : Output3 Output TEMP3_S16_ID : Temp3 Output OUTPUT4_S8_ID : Output4 Output TEMP4_S16_ID : Temp4 Output OUTPUT5_S8_ID : Output5 Output TEMP5_S16_ID : Temp5 Output OUTPUT6_S8_ID : Output6 Output TEMP6_S16_ID : Temp6 Output OUTPUT7_S8_ID : Output7 Output TEMP7_S16_ID : Temp7 Output OUTPUT8_S8_ID : Output8 Output TEMP8_S16_ID : Temp8 Output OUTPUT9_S8_ID : Output9 Output TEMP9_S16_ID : Temp9 Output OUTPUT10_S8_ID : Output10 Output TEMP10_S16_ID : Temp10 Output OUTPUT11_S8_ID : Output11 Output TEMP11_S16_ID : Temp11 Output OUTPUT12_S8_ID : Output12 Output TEMP12_S16_ID : Temp12 Output OUTPUT13_S8_ID : Output13 Output TEMP13_S16_ID : Temp13 Output OUTPUT14_S8_ID : Output14 Output TEMP14_S16_ID : Temp14 Functions { fully_connected_tflite_s8 test1:test_fully_connected_tflite_s8 fully_connected_tflite_s8 test19:test_fully_connected_tflite_s8 fully_connected_tflite_s8 test5:test_fully_connected_tflite_s8 fully_connected_tflite_s8 test6:test_fully_connected_tflite_s8 fully_connected_tflite_s8 test7:test_fully_connected_tflite_s8 matmul_tflite_s8 test9:test_fully_connected_tflite_s8 matmul_tflite_s8 test5:test_fully_connected_tflite_s8 matmul_tflite_s8 test4:test_fully_connected_tflite_s8 matmul_tflite_s8 test9B:test_fully_connected_tflite_s8 matmul_tflite_s8 test4B:test_fully_connected_tflite_s8 matmul_tflite_s8 test5B:test_fully_connected_tflite_s8 matmul_tflite_s8 test_4_9:test_fully_connected_tflite_s8 matmul_tflite_s8 test_5_8:test_fully_connected_tflite_s8 matmul_tflite_s8 test_3_4:test_fully_connected_tflite_s8 matmul_tflite_s8 test_4_8:test_fully_connected_tflite_s8 } } } group NN Benchmarks { class = NNBenchmarks folder = NN suite Fully Connected Benchmarks { class = FullyConnectedBench folder = FullyConnected ParamList { REPEAT Summary REPEAT Names "Repetition" Formula "REPEAT" } Pattern INPUT1_S8_ID : TestCase_1_input.txt Pattern BIAS_S8_ID : TestCase_1_bias.txt Pattern WEIGHT_S8_ID : TestCase_1_weights_1.txt Pattern REF1_S8_ID : TestCase_1_output_1.txt Output OUTPUT1_S8_ID : Output Output TEMP1_S16_ID : Temp1 Params PARAM1_ID = { NB = [10,20,100,200] } Functions { arm_fully_connected_tflite_s8:test_fully_connected_tflite_s8 -> PARAM1_ID } } } }